warning: commands will be executed using /bin/sh
job 1838 at Mon Jan 13 12:08:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	5
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	1
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 493790 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 25849 members 
Mstep: Class 3 contains 26059 members 
Mstep: Class 4 contains 25791 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 26296 members 
Mstep: Class 7 contains 26072 members 
Mstep: Class 8 contains 25954 members 
Mstep: Class 9 contains 25810 members 
Mstep: Class 10 contains 25957 members 
Mstep: Class 11 contains 26014 members 
Mstep: Class 12 contains 25825 members 
Mstep: Class 13 contains 25686 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 26196 members 
Mstep: Class 18 contains 26138 members 
Mstep: Class 19 contains 25962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1662.357422 but Gain 2130.351562
Score: -59311912.000000 Penalty: 38346.355469
Iteration 0F: 19 clusters Score -5.931191e+07 nChanged 467836
Entering Unmasked Mstep 
Mstep: Class 0 contains 655 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 7738 members 
Mstep: Class 3 contains 48097 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 20013 members 
Mstep: Class 6 contains 16829 members 
Mstep: Class 7 contains 82026 members 
Mstep: Class 8 contains 37662 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 19127 members 
Mstep: Class 13 contains 131113 members 
Mstep: Class 14 contains 47540 members 
Mstep: Class 15 contains 4831 members 
Mstep: Class 16 contains 5362 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 22022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61025668.000000 Penalty: 38346.355469
Iteration 1F: 19 clusters Score -6.102567e+07 nChanged 158938
Entering Unmasked Mstep 
Mstep: Class 0 contains 641 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 32806 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 12462 members 
Mstep: Class 7 contains 77677 members 
Mstep: Class 8 contains 36336 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 11086 members 
Mstep: Class 12 contains 18806 members 
Mstep: Class 13 contains 179670 members 
Mstep: Class 14 contains 53450 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 4485 members 
Mstep: Class 18 contains 15736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2109.458252 but Gain 2130.351562
Score: -61111888.000000 Penalty: 36216.003906
Iteration 2F: 18 clusters Score -6.111189e+07 nChanged 107873
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 29738 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 97409 members 
Mstep: Class 8 contains 36357 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 22438 members 
Mstep: Class 13 contains 163603 members 
Mstep: Class 14 contains 63193 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 11305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61220476.000000 Penalty: 36216.003906
Iteration 3F: 18 clusters Score -6.122048e+07 nChanged 83218
Entering Unmasked Mstep 
Mstep: Class 0 contains 504 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 26783 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 10175 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 115831 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 13990 members 
Mstep: Class 12 contains 28998 members 
Mstep: Class 13 contains 143014 members 
Mstep: Class 14 contains 72318 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 7227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61316364.000000 Penalty: 36216.003906
Iteration 4F: 18 clusters Score -6.131636e+07 nChanged 76783
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 23256 members 
Mstep: Class 4 contains 3416 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 130517 members 
Mstep: Class 8 contains 34806 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 36304 members 
Mstep: Class 13 contains 125996 members 
Mstep: Class 14 contains 79578 members 
Mstep: Class 16 contains 809 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61383484.000000 Penalty: 36216.003906
Iteration 5F: 18 clusters Score -6.138348e+07 nChanged 69923
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10961 members 
Mstep: Class 3 contains 21028 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 132225 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 5871 members 
Mstep: Class 11 contains 16404 members 
Mstep: Class 12 contains 43674 members 
Mstep: Class 13 contains 117843 members 
Mstep: Class 14 contains 85005 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1777.001343 but Gain 2130.355469
Score: -61437128.000000 Penalty: 34085.648438
Iteration 6F: 17 clusters Score -6.143713e+07 nChanged 56081
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10837 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 125906 members 
Mstep: Class 8 contains 38161 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 51450 members 
Mstep: Class 13 contains 116162 members 
Mstep: Class 14 contains 87968 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1893.169556 but Gain 2130.351562
Score: -61481808.000000 Penalty: 31955.296875
Iteration 7F: 16 clusters Score -6.148181e+07 nChanged 42888
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 118338 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 59226 members 
Mstep: Class 13 contains 114461 members 
Mstep: Class 14 contains 89172 members 
Mstep: Class 16 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61511748.000000 Penalty: 31955.296875
Iteration 8F: 16 clusters Score -6.151175e+07 nChanged 32557
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 111139 members 
Mstep: Class 8 contains 44566 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 19820 members 
Mstep: Class 12 contains 66096 members 
Mstep: Class 13 contains 113712 members 
Mstep: Class 14 contains 88605 members 
Mstep: Class 16 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1803.696655 but Gain 2130.353516
Score: -61530204.000000 Penalty: 29824.943359
Iteration 9F: 15 clusters Score -6.15302e+07 nChanged 26430
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 17296 members 
Mstep: Class 4 contains 3176 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 7 contains 106218 members 
Mstep: Class 8 contains 47393 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 20391 members 
Mstep: Class 12 contains 72215 members 
Mstep: Class 13 contains 113620 members 
Mstep: Class 14 contains 86768 members 
Mstep: Class 16 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61544400.000000 Penalty: 29824.943359
Iteration 10F: 15 clusters Score -6.15444e+07 nChanged 21357
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 8748 members 
Mstep: Class 3 contains 16067 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 7 contains 102283 members 
Mstep: Class 8 contains 49409 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 20823 members 
Mstep: Class 12 contains 77880 members 
Mstep: Class 13 contains 113273 members 
Mstep: Class 14 contains 83601 members 
Mstep: Class 16 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2126.390625 but Gain 2130.353516
Score: -61552720.000000 Penalty: 27694.589844
Iteration 11Q: 14 clusters Score -6.155272e+07 nChanged 21404
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 14812 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 7 contains 98545 members 
Mstep: Class 8 contains 51757 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 11 contains 21298 members 
Mstep: Class 12 contains 83605 members 
Mstep: Class 13 contains 113231 members 
Mstep: Class 14 contains 80134 members 
Mstep: Class 16 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61561344.000000 Penalty: 27694.589844
Iteration 12Q: 14 clusters Score -6.156134e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 13638 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 7 contains 94084 members 
Mstep: Class 8 contains 53555 members 
Mstep: Class 9 contains 910 members 
Mstep: Class 11 contains 21482 members 
Mstep: Class 12 contains 89309 members 
Mstep: Class 13 contains 112788 members 
Mstep: Class 14 contains 76973 members 
Mstep: Class 16 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61565900.000000 Penalty: 27694.589844
Iteration 13Q: 14 clusters Score -6.15659e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 12490 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 7 contains 89040 members 
Mstep: Class 8 contains 55395 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 11 contains 21632 members 
Mstep: Class 12 contains 95013 members 
Mstep: Class 13 contains 112732 members 
Mstep: Class 14 contains 74014 members 
Mstep: Class 16 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570552.000000 Penalty: 27694.589844
Iteration 14Q: 14 clusters Score -6.157055e+07 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 11361 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 7 contains 83511 members 
Mstep: Class 8 contains 57279 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 11 contains 21748 members 
Mstep: Class 12 contains 100439 members 
Mstep: Class 13 contains 112910 members 
Mstep: Class 14 contains 71567 members 
Mstep: Class 16 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61575284.000000 Penalty: 27694.589844
Iteration 15Q: 14 clusters Score -6.157528e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 10233 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 77887 members 
Mstep: Class 8 contains 59167 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 105256 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 69764 members 
Mstep: Class 16 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61578320.000000 Penalty: 27694.589844
Iteration 16Q: 14 clusters Score -6.157832e+07 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 1484 members 
Mstep: Class 7 contains 72250 members 
Mstep: Class 8 contains 61046 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 11 contains 21951 members 
Mstep: Class 12 contains 109509 members 
Mstep: Class 13 contains 113811 members 
Mstep: Class 14 contains 68501 members 
Mstep: Class 16 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61582016.000000 Penalty: 27694.589844
Iteration 17Q: 14 clusters Score -6.158202e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 7 contains 66694 members 
Mstep: Class 8 contains 62718 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 11 contains 21941 members 
Mstep: Class 12 contains 113751 members 
Mstep: Class 13 contains 114103 members 
Mstep: Class 14 contains 67719 members 
Mstep: Class 16 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584164.000000 Penalty: 27694.589844
Iteration 18Q: 14 clusters Score -6.158416e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 7 contains 61672 members 
Mstep: Class 8 contains 64338 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 11 contains 21909 members 
Mstep: Class 12 contains 117317 members 
Mstep: Class 13 contains 114316 members 
Mstep: Class 14 contains 67252 members 
Mstep: Class 16 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584520.000000 Penalty: 27694.589844
Iteration 19Q: 14 clusters Score -6.158452e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 7 contains 57443 members 
Mstep: Class 8 contains 65914 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 119456 members 
Mstep: Class 13 contains 114990 members 
Mstep: Class 14 contains 66917 members 
Mstep: Class 16 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584040.000000 Penalty: 27694.589844
Iteration 20F: 14 clusters Score -6.158404e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 7 contains 54036 members 
Mstep: Class 8 contains 67327 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 11 contains 21998 members 
Mstep: Class 12 contains 120649 members 
Mstep: Class 13 contains 115838 members 
Mstep: Class 14 contains 66617 members 
Mstep: Class 16 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61583820.000000 Penalty: 27694.589844
Iteration 21Q: 14 clusters Score -6.158382e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 7 contains 51225 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 12 contains 121023 members 
Mstep: Class 13 contains 116959 members 
Mstep: Class 14 contains 66321 members 
Mstep: Class 16 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2071.460938 but Gain 2130.353516
Score: -61584008.000000 Penalty: 25564.236328
Iteration 22Q: 13 clusters Score -6.158401e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 7 contains 49628 members 
Mstep: Class 8 contains 69939 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 11 contains 22276 members 
Mstep: Class 12 contains 121229 members 
Mstep: Class 13 contains 117971 members 
Mstep: Class 14 contains 66387 members 
Mstep: Class 16 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585476.000000 Penalty: 25564.236328
Iteration 23Q: 13 clusters Score -6.158548e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 4972 members 
Mstep: Class 7 contains 47897 members 
Mstep: Class 8 contains 71104 members 
Mstep: Class 9 contains 865 members 
Mstep: Class 11 contains 22410 members 
Mstep: Class 12 contains 120892 members 
Mstep: Class 13 contains 118902 members 
Mstep: Class 14 contains 66071 members 
Mstep: Class 16 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585748.000000 Penalty: 25564.236328
Iteration 24Q: 13 clusters Score -6.158575e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 7 contains 46478 members 
Mstep: Class 8 contains 72085 members 
Mstep: Class 9 contains 859 members 
Mstep: Class 11 contains 22516 members 
Mstep: Class 12 contains 120614 members 
Mstep: Class 13 contains 119551 members 
Mstep: Class 14 contains 65746 members 
Mstep: Class 16 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585612.000000 Penalty: 25564.236328
Iteration 25Q: 13 clusters Score -6.158561e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 7 contains 45297 members 
Mstep: Class 8 contains 72932 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 11 contains 22628 members 
Mstep: Class 12 contains 120460 members 
Mstep: Class 13 contains 119964 members 
Mstep: Class 14 contains 65409 members 
Mstep: Class 16 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586000.000000 Penalty: 25564.236328
Iteration 26Q: 13 clusters Score -6.1586e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 7 contains 44333 members 
Mstep: Class 8 contains 73694 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 11 contains 22704 members 
Mstep: Class 12 contains 120377 members 
Mstep: Class 13 contains 120272 members 
Mstep: Class 14 contains 65021 members 
Mstep: Class 16 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586476.000000 Penalty: 25564.236328
Iteration 27Q: 13 clusters Score -6.158648e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 7 contains 43392 members 
Mstep: Class 8 contains 74409 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 11 contains 22749 members 
Mstep: Class 12 contains 120385 members 
Mstep: Class 13 contains 120499 members 
Mstep: Class 14 contains 64646 members 
Mstep: Class 16 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586364.000000 Penalty: 25564.236328
Iteration 28Q: 13 clusters Score -6.158636e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 7 contains 42637 members 
Mstep: Class 8 contains 75059 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 11 contains 22799 members 
Mstep: Class 12 contains 120395 members 
Mstep: Class 13 contains 120594 members 
Mstep: Class 14 contains 64289 members 
Mstep: Class 16 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586364.000000 Penalty: 25564.236328
Iteration 29Q: 13 clusters Score -6.158636e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 7 contains 41996 members 
Mstep: Class 8 contains 75621 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 11 contains 22843 members 
Mstep: Class 12 contains 120433 members 
Mstep: Class 13 contains 120668 members 
Mstep: Class 14 contains 63938 members 
Mstep: Class 16 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586376.000000 Penalty: 25564.236328
Iteration 30Q: 13 clusters Score -6.158638e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 7 contains 41514 members 
Mstep: Class 8 contains 76149 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 11 contains 22872 members 
Mstep: Class 12 contains 120411 members 
Mstep: Class 13 contains 120655 members 
Mstep: Class 14 contains 63631 members 
Mstep: Class 16 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586516.000000 Penalty: 25564.236328
Iteration 31Q: 13 clusters Score -6.158652e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 7 contains 41147 members 
Mstep: Class 8 contains 76583 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 120367 members 
Mstep: Class 13 contains 120639 members 
Mstep: Class 14 contains 63358 members 
Mstep: Class 16 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586336.000000 Penalty: 25564.236328
Iteration 32Q: 13 clusters Score -6.158634e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 7 contains 40852 members 
Mstep: Class 8 contains 76969 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 22887 members 
Mstep: Class 12 contains 120374 members 
Mstep: Class 13 contains 120590 members 
Mstep: Class 14 contains 63064 members 
Mstep: Class 16 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586120.000000 Penalty: 25564.236328
Iteration 33Q: 13 clusters Score -6.158612e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 7 contains 40601 members 
Mstep: Class 8 contains 77287 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 22887 members 
Mstep: Class 12 contains 120385 members 
Mstep: Class 13 contains 120499 members 
Mstep: Class 14 contains 62809 members 
Mstep: Class 16 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586192.000000 Penalty: 25564.236328
Iteration 34Q: 13 clusters Score -6.158619e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 7 contains 40380 members 
Mstep: Class 8 contains 77565 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 120352 members 
Mstep: Class 13 contains 120451 members 
Mstep: Class 14 contains 62590 members 
Mstep: Class 16 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586236.000000 Penalty: 25564.236328
Iteration 35Q: 13 clusters Score -6.158624e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 7 contains 40209 members 
Mstep: Class 8 contains 77801 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 120311 members 
Mstep: Class 13 contains 120417 members 
Mstep: Class 14 contains 62401 members 
Mstep: Class 16 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586404.000000 Penalty: 25564.236328
Iteration 36Q: 13 clusters Score -6.15864e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 7 contains 40073 members 
Mstep: Class 8 contains 77990 members 
Mstep: Class 9 contains 823 members 
Mstep: Class 11 contains 22900 members 
Mstep: Class 12 contains 120305 members 
Mstep: Class 13 contains 120394 members 
Mstep: Class 14 contains 62215 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586436.000000 Penalty: 25564.236328
Iteration 37Q: 13 clusters Score -6.158644e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 4847 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 7 contains 39978 members 
Mstep: Class 8 contains 78166 members 
Mstep: Class 9 contains 823 members 
Mstep: Class 11 contains 22898 members 
Mstep: Class 12 contains 120321 members 
Mstep: Class 13 contains 120361 members 
Mstep: Class 14 contains 62033 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586436.000000 Penalty: 25564.236328
Iteration 38Q: 13 clusters Score -6.158644e+07 nChanged 756
Entering ConstructFrom: 
Score: -61586436.000000 Penalty: 25564.236328
Entering ConstructFrom: 
Trying to split cluster 1 (36377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Entering Unmasked Estep 
Score: -4654688.500000 Penalty: 1706.524902
	Iteration 0F: 2 clusters Score -4654688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4630249.000000 Penalty: 3413.049805
	Iteration 0F: 3 clusters Score -4630249 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4639767.500000 Penalty: 3413.049805
	Iteration 1F: 3 clusters Score -4639768 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4640337.000000 Penalty: 3413.049805
	Iteration 2Q: 3 clusters Score -4640337 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4640956.500000 Penalty: 3413.049805
	Iteration 3Q: 3 clusters Score -4640956 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4641868.500000 Penalty: 3413.049805
	Iteration 4F: 3 clusters Score -4641868 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4643387.000000 Penalty: 3413.049805
	Iteration 5F: 3 clusters Score -4643387 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4645743.500000 Penalty: 3413.049805
	Iteration 6F: 3 clusters Score -4645744 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4648462.000000 Penalty: 3413.049805
	Iteration 7F: 3 clusters Score -4648462 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4650451.500000 Penalty: 3413.049805
	Iteration 8F: 3 clusters Score -4650452 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4651237.500000 Penalty: 3413.049805
	Iteration 9Q: 3 clusters Score -4651238 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4651531.500000 Penalty: 3413.049805
	Iteration 10Q: 3 clusters Score -4651532 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -4651728.500000 Penalty: 3413.049805
	Iteration 11Q: 3 clusters Score -4651728 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4651842.500000 Penalty: 3413.049805
	Iteration 12Q: 3 clusters Score -4651842 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4651950.000000 Penalty: 3413.049805
	Iteration 13Q: 3 clusters Score -4651950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4652003.000000 Penalty: 3413.049805
	Iteration 14Q: 3 clusters Score -4652003 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4652045.500000 Penalty: 3413.049805
	Iteration 15Q: 3 clusters Score -4652046 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4652080.500000 Penalty: 3413.049805
	Iteration 16Q: 3 clusters Score -4652080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4652099.500000 Penalty: 3413.049805
	Iteration 17Q: 3 clusters Score -4652100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4652135.000000 Penalty: 3413.049805
	Iteration 18Q: 3 clusters Score -4652135 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4652172.000000 Penalty: 3413.049805
	Iteration 19Q: 3 clusters Score -4652172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4652197.500000 Penalty: 3413.049805
	Iteration 20F: 3 clusters Score -4652198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4652198.000000 Penalty: 3413.049805
	Iteration 21Q: 3 clusters Score -4652198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4652243.500000 Penalty: 3413.049805
	Iteration 22Q: 3 clusters Score -4652244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -4652267.000000 Penalty: 3413.049805
	Iteration 23Q: 3 clusters Score -4652267 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4652285.000000 Penalty: 3413.049805
	Iteration 24Q: 3 clusters Score -4652285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4652308.000000 Penalty: 3413.049805
	Iteration 25Q: 3 clusters Score -4652308 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4652310.000000 Penalty: 3413.049805
	Iteration 26Q: 3 clusters Score -4652310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4652319.000000 Penalty: 3413.049805
	Iteration 27Q: 3 clusters Score -4652319 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4652317.500000 Penalty: 3413.049805
	Iteration 28Q: 3 clusters Score -4652318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4652322.000000 Penalty: 3413.049805
	Iteration 29Q: 3 clusters Score -4652322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4652329.500000 Penalty: 3413.049805
	Iteration 30Q: 3 clusters Score -4652330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4652343.500000 Penalty: 3413.049805
	Iteration 31Q: 3 clusters Score -4652344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4652361.500000 Penalty: 3413.049805
	Iteration 32Q: 3 clusters Score -4652362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4652371.000000 Penalty: 3413.049805
	Iteration 33Q: 3 clusters Score -4652371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4652373.500000 Penalty: 3413.049805
	Iteration 34Q: 3 clusters Score -4652374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4652392.000000 Penalty: 3413.049805
	Iteration 35Q: 3 clusters Score -4652392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4652412.000000 Penalty: 3413.049805
	Iteration 36Q: 3 clusters Score -4652412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4652418.000000 Penalty: 3413.049805
	Iteration 37Q: 3 clusters Score -4652418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4652421.000000 Penalty: 3413.049805
	Iteration 38Q: 3 clusters Score -4652421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4652422.000000 Penalty: 3413.049805
	Iteration 39Q: 3 clusters Score -4652422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4652419.000000 Penalty: 3413.049805
	Iteration 40F: 3 clusters Score -4652419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4652417.000000 Penalty: 3413.049805
	Iteration 41Q: 3 clusters Score -4652417 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4652424.000000 Penalty: 3413.049805
	Iteration 42Q: 3 clusters Score -4652424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4652425.500000 Penalty: 3413.049805
	Iteration 43Q: 3 clusters Score -4652426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4652443.000000 Penalty: 3413.049805
	Iteration 44Q: 3 clusters Score -4652443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4652439.500000 Penalty: 3413.049805
	Iteration 45Q: 3 clusters Score -4652440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4652470.500000 Penalty: 3413.049805
	Iteration 46Q: 3 clusters Score -4652470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -4652477.000000 Penalty: 3413.049805
	Iteration 47Q: 3 clusters Score -4652477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4652478.000000 Penalty: 3413.049805
	Iteration 48Q: 3 clusters Score -4652478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -4652485.500000 Penalty: 3413.049805
	Iteration 49Q: 3 clusters Score -4652486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4652483.000000 Penalty: 3413.049805
	Iteration 50Q: 3 clusters Score -4652483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4652501.500000 Penalty: 3413.049805
	Iteration 51Q: 3 clusters Score -4652502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4652497.500000 Penalty: 3413.049805
	Iteration 52Q: 3 clusters Score -4652498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4652506.000000 Penalty: 3413.049805
	Iteration 53Q: 3 clusters Score -4652506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4652516.500000 Penalty: 3413.049805
	Iteration 54Q: 3 clusters Score -4652516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4652530.500000 Penalty: 3413.049805
	Iteration 55Q: 3 clusters Score -4652530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4652548.500000 Penalty: 3413.049805
	Iteration 56Q: 3 clusters Score -4652548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4652552.500000 Penalty: 3413.049805
	Iteration 57Q: 3 clusters Score -4652552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4652570.500000 Penalty: 3413.049805
	Iteration 58Q: 3 clusters Score -4652570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4652575.000000 Penalty: 3413.049805
	Iteration 59Q: 3 clusters Score -4652575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4652587.500000 Penalty: 3413.049805
	Iteration 60F: 3 clusters Score -4652588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4652590.000000 Penalty: 3413.049805
	Iteration 61Q: 3 clusters Score -4652590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4652590.000000 Penalty: 3413.049805
	Iteration 62Q: 3 clusters Score -4652590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4652597.500000 Penalty: 3413.049805
	Iteration 63Q: 3 clusters Score -4652598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4652601.500000 Penalty: 3413.049805
	Iteration 64Q: 3 clusters Score -4652602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4652614.500000 Penalty: 3413.049805
	Iteration 65Q: 3 clusters Score -4652614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4652619.500000 Penalty: 3413.049805
	Iteration 66Q: 3 clusters Score -4652620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4652627.000000 Penalty: 3413.049805
	Iteration 67Q: 3 clusters Score -4652627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -4652626.000000 Penalty: 3413.049805
	Iteration 68Q: 3 clusters Score -4652626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4652631.500000 Penalty: 3413.049805
	Iteration 69Q: 3 clusters Score -4652632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4652631.500000 Penalty: 3413.049805
	Iteration 70Q: 3 clusters Score -4652632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4652640.000000 Penalty: 3413.049805
	Iteration 71Q: 3 clusters Score -4652640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4652644.000000 Penalty: 3413.049805
	Iteration 72Q: 3 clusters Score -4652644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4652654.500000 Penalty: 3413.049805
	Iteration 73Q: 3 clusters Score -4652654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4652644.000000 Penalty: 3413.049805
	Iteration 74Q: 3 clusters Score -4652644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4652649.000000 Penalty: 3413.049805
	Iteration 75Q: 3 clusters Score -4652649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4652649.500000 Penalty: 3413.049805
	Iteration 76Q: 3 clusters Score -4652650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4652653.500000 Penalty: 3413.049805
	Iteration 77Q: 3 clusters Score -4652654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4652660.500000 Penalty: 3413.049805
	Iteration 78Q: 3 clusters Score -4652660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -4652662.500000 Penalty: 3413.049805
	Iteration 79Q: 3 clusters Score -4652662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4652666.000000 Penalty: 3413.049805
	Iteration 80F: 3 clusters Score -4652666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4652657.000000 Penalty: 3413.049805
	Iteration 81Q: 3 clusters Score -4652657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4652667.500000 Penalty: 3413.049805
	Iteration 82Q: 3 clusters Score -4652668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4652682.000000 Penalty: 3413.049805
	Iteration 83Q: 3 clusters Score -4652682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4652683.000000 Penalty: 3413.049805
	Iteration 84Q: 3 clusters Score -4652683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4652682.500000 Penalty: 3413.049805
	Iteration 85Q: 3 clusters Score -4652682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4652691.500000 Penalty: 3413.049805
	Iteration 86Q: 3 clusters Score -4652692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4652686.000000 Penalty: 3413.049805
	Iteration 87Q: 3 clusters Score -4652686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4652693.500000 Penalty: 3413.049805
	Iteration 88Q: 3 clusters Score -4652694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4652708.000000 Penalty: 3413.049805
	Iteration 89Q: 3 clusters Score -4652708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4652707.500000 Penalty: 3413.049805
	Iteration 90Q: 3 clusters Score -4652708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4652707.500000 Penalty: 3413.049805
	Iteration 91Q: 3 clusters Score -4652708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4652707.000000 Penalty: 3413.049805
	Iteration 92Q: 3 clusters Score -4652707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4652718.500000 Penalty: 3413.049805
	Iteration 93Q: 3 clusters Score -4652718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4652707.500000 Penalty: 3413.049805
	Iteration 94Q: 3 clusters Score -4652708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4652709.000000 Penalty: 3413.049805
	Iteration 95Q: 3 clusters Score -4652709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4652711.000000 Penalty: 3413.049805
	Iteration 96Q: 3 clusters Score -4652711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4652714.000000 Penalty: 3413.049805
	Iteration 97Q: 3 clusters Score -4652714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4652717.000000 Penalty: 3413.049805
	Iteration 98Q: 3 clusters Score -4652717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4652728.500000 Penalty: 3413.049805
	Iteration 99Q: 3 clusters Score -4652728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4652727.500000 Penalty: 3413.049805
	Iteration 100F: 3 clusters Score -4652728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -4652727.500000 Penalty: 3413.049805
	Iteration 101Q: 3 clusters Score -4652728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4652735.500000 Penalty: 3413.049805
	Iteration 102Q: 3 clusters Score -4652736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4652749.500000 Penalty: 3413.049805
	Iteration 103Q: 3 clusters Score -4652750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4652759.500000 Penalty: 3413.049805
	Iteration 104Q: 3 clusters Score -4652760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4652758.000000 Penalty: 3413.049805
	Iteration 105Q: 3 clusters Score -4652758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4652751.000000 Penalty: 3413.049805
	Iteration 106Q: 3 clusters Score -4652751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4652764.000000 Penalty: 3413.049805
	Iteration 107Q: 3 clusters Score -4652764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4652768.500000 Penalty: 3413.049805
	Iteration 108Q: 3 clusters Score -4652768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4652771.000000 Penalty: 3413.049805
	Iteration 109Q: 3 clusters Score -4652771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4652781.000000 Penalty: 3413.049805
	Iteration 110Q: 3 clusters Score -4652781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4652779.000000 Penalty: 3413.049805
	Iteration 111Q: 3 clusters Score -4652779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4652798.500000 Penalty: 3413.049805
	Iteration 112Q: 3 clusters Score -4652798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4652806.000000 Penalty: 3413.049805
	Iteration 113Q: 3 clusters Score -4652806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4652811.000000 Penalty: 3413.049805
	Iteration 114Q: 3 clusters Score -4652811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4652809.000000 Penalty: 3413.049805
	Iteration 115Q: 3 clusters Score -4652809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4652813.000000 Penalty: 3413.049805
	Iteration 116Q: 3 clusters Score -4652813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4652802.500000 Penalty: 3413.049805
	Iteration 117Q: 3 clusters Score -4652802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4652811.000000 Penalty: 3413.049805
	Iteration 118Q: 3 clusters Score -4652811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4652828.000000 Penalty: 3413.049805
	Iteration 119Q: 3 clusters Score -4652828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4652821.500000 Penalty: 3413.049805
	Iteration 120F: 3 clusters Score -4652822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4652832.000000 Penalty: 3413.049805
	Iteration 121Q: 3 clusters Score -4652832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4652838.000000 Penalty: 3413.049805
	Iteration 122Q: 3 clusters Score -4652838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4652850.500000 Penalty: 3413.049805
	Iteration 123Q: 3 clusters Score -4652850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4652858.000000 Penalty: 3413.049805
	Iteration 124Q: 3 clusters Score -4652858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4652856.500000 Penalty: 3413.049805
	Iteration 125Q: 3 clusters Score -4652856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4652862.500000 Penalty: 3413.049805
	Iteration 126Q: 3 clusters Score -4652862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4652868.000000 Penalty: 3413.049805
	Iteration 127Q: 3 clusters Score -4652868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4652867.000000 Penalty: 3413.049805
	Iteration 128Q: 3 clusters Score -4652867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4652866.000000 Penalty: 3413.049805
	Iteration 129Q: 3 clusters Score -4652866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4652867.500000 Penalty: 3413.049805
	Iteration 130Q: 3 clusters Score -4652868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4652875.000000 Penalty: 3413.049805
	Iteration 131Q: 3 clusters Score -4652875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4652882.500000 Penalty: 3413.049805
	Iteration 132Q: 3 clusters Score -4652882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4652879.500000 Penalty: 3413.049805
	Iteration 133Q: 3 clusters Score -4652880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4652881.000000 Penalty: 3413.049805
	Iteration 134Q: 3 clusters Score -4652881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4652884.500000 Penalty: 3413.049805
	Iteration 135Q: 3 clusters Score -4652884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4652880.000000 Penalty: 3413.049805
	Iteration 136Q: 3 clusters Score -4652880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4652874.500000 Penalty: 3413.049805
	Iteration 137Q: 3 clusters Score -4652874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4652879.000000 Penalty: 3413.049805
	Iteration 138Q: 3 clusters Score -4652879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4652889.500000 Penalty: 3413.049805
	Iteration 139Q: 3 clusters Score -4652890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4652884.500000 Penalty: 3413.049805
	Iteration 140F: 3 clusters Score -4652884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4652882.000000 Penalty: 3413.049805
	Iteration 141Q: 3 clusters Score -4652882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4652880.500000 Penalty: 3413.049805
	Iteration 142Q: 3 clusters Score -4652880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4652882.000000 Penalty: 3413.049805
	Iteration 143Q: 3 clusters Score -4652882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4652884.000000 Penalty: 3413.049805
	Iteration 144Q: 3 clusters Score -4652884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4652881.500000 Penalty: 3413.049805
	Iteration 145Q: 3 clusters Score -4652882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4652881.000000 Penalty: 3413.049805
	Iteration 146Q: 3 clusters Score -4652881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4652882.000000 Penalty: 3413.049805
	Iteration 147Q: 3 clusters Score -4652882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4652879.500000 Penalty: 3413.049805
	Iteration 148Q: 3 clusters Score -4652880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4652879.000000 Penalty: 3413.049805
	Iteration 149Q: 3 clusters Score -4652879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4652875.500000 Penalty: 3413.049805
	Iteration 150Q: 3 clusters Score -4652876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4652877.500000 Penalty: 3413.049805
	Iteration 151Q: 3 clusters Score -4652878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4652877.500000 Penalty: 3413.049805
	Iteration 152Q: 3 clusters Score -4652878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4652878.500000 Penalty: 3413.049805
	Iteration 153Q: 3 clusters Score -4652878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4652878.000000 Penalty: 3413.049805
	Iteration 154Q: 3 clusters Score -4652878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4652880.500000 Penalty: 3413.049805
	Iteration 155Q: 3 clusters Score -4652880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4652877.000000 Penalty: 3413.049805
	Iteration 156Q: 3 clusters Score -4652877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4652877.000000 Penalty: 3413.049805
	Iteration 157F: 3 clusters Score -4652877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -561073.500000 Penalty: 1378.052246
	Iteration 0F: 2 clusters Score -561073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -557204.875000 Penalty: 2756.104492
	Iteration 0F: 3 clusters Score -557204.9 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -558366.000000 Penalty: 2756.104492
	Iteration 1F: 3 clusters Score -558366 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -558561.312500 Penalty: 2756.104492
	Iteration 2F: 3 clusters Score -558561.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -558706.437500 Penalty: 2756.104492
	Iteration 3F: 3 clusters Score -558706.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -558819.937500 Penalty: 2756.104492
	Iteration 4Q: 3 clusters Score -558819.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -558949.812500 Penalty: 2756.104492
	Iteration 5Q: 3 clusters Score -558949.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -559147.562500 Penalty: 2756.104492
	Iteration 6Q: 3 clusters Score -559147.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -559416.250000 Penalty: 2756.104492
	Iteration 7Q: 3 clusters Score -559416.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -559760.125000 Penalty: 2756.104492
	Iteration 8F: 3 clusters Score -559760.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -560163.750000 Penalty: 2756.104492
	Iteration 9F: 3 clusters Score -560163.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -560577.937500 Penalty: 2756.104492
	Iteration 10F: 3 clusters Score -560577.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -560891.875000 Penalty: 2756.104492
	Iteration 11F: 3 clusters Score -560891.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -561072.062500 Penalty: 2756.104492
	Iteration 12Q: 3 clusters Score -561072.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -561179.062500 Penalty: 2756.104492
	Iteration 13Q: 3 clusters Score -561179.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -561242.875000 Penalty: 2756.104492
	Iteration 14Q: 3 clusters Score -561242.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -561291.625000 Penalty: 2756.104492
	Iteration 15Q: 3 clusters Score -561291.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -561328.125000 Penalty: 2756.104492
	Iteration 16Q: 3 clusters Score -561328.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -561359.750000 Penalty: 2756.104492
	Iteration 17Q: 3 clusters Score -561359.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -561379.750000 Penalty: 2756.104492
	Iteration 18Q: 3 clusters Score -561379.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -561391.687500 Penalty: 2756.104492
	Iteration 19Q: 3 clusters Score -561391.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -561399.250000 Penalty: 2756.104492
	Iteration 20F: 3 clusters Score -561399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -561408.500000 Penalty: 2756.104492
	Iteration 21Q: 3 clusters Score -561408.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -561416.750000 Penalty: 2756.104492
	Iteration 22Q: 3 clusters Score -561416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -561425.312500 Penalty: 2756.104492
	Iteration 23Q: 3 clusters Score -561425.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -561432.000000 Penalty: 2756.104492
	Iteration 24Q: 3 clusters Score -561432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -561436.875000 Penalty: 2756.104492
	Iteration 25Q: 3 clusters Score -561436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -561439.312500 Penalty: 2756.104492
	Iteration 26Q: 3 clusters Score -561439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -561441.937500 Penalty: 2756.104492
	Iteration 27Q: 3 clusters Score -561441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -561442.750000 Penalty: 2756.104492
	Iteration 28Q: 3 clusters Score -561442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -561443.187500 Penalty: 2756.104492
	Iteration 29Q: 3 clusters Score -561443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -561445.250000 Penalty: 2756.104492
	Iteration 30Q: 3 clusters Score -561445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -561447.937500 Penalty: 2756.104492
	Iteration 31Q: 3 clusters Score -561447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -561449.875000 Penalty: 2756.104492
	Iteration 32Q: 3 clusters Score -561449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -561451.375000 Penalty: 2756.104492
	Iteration 33Q: 3 clusters Score -561451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -561452.750000 Penalty: 2756.104492
	Iteration 34Q: 3 clusters Score -561452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -561453.562500 Penalty: 2756.104492
	Iteration 35Q: 3 clusters Score -561453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -561453.312500 Penalty: 2756.104492
	Iteration 36Q: 3 clusters Score -561453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -561453.312500 Penalty: 2756.104492
	Iteration 37F: 3 clusters Score -561453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 120333 members 
Mstep: Class 13 contains 120310 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
Score: -61585952.000000 Penalty: 27694.589844
Splitting cluster 2 changes total score from -61586436.000000 to -61585952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -270951.500000 Penalty: 1254.286377
	Iteration 0F: 2 clusters Score -270951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268690.468750 Penalty: 2508.572754
	Iteration 0F: 3 clusters Score -268690.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269208.437500 Penalty: 2508.572754
	Iteration 1F: 3 clusters Score -269208.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269322.218750 Penalty: 2508.572754
	Iteration 2F: 3 clusters Score -269322.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269410.093750 Penalty: 2508.572754
	Iteration 3Q: 3 clusters Score -269410.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269463.125000 Penalty: 2508.572754
	Iteration 4Q: 3 clusters Score -269463.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -269520.437500 Penalty: 2508.572754
	Iteration 5Q: 3 clusters Score -269520.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269581.437500 Penalty: 2508.572754
	Iteration 6Q: 3 clusters Score -269581.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -269626.531250 Penalty: 2508.572754
	Iteration 7Q: 3 clusters Score -269626.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -269673.031250 Penalty: 2508.572754
	Iteration 8Q: 3 clusters Score -269673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -269725.218750 Penalty: 2508.572754
	Iteration 9Q: 3 clusters Score -269725.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269763.562500 Penalty: 2508.572754
	Iteration 10Q: 3 clusters Score -269763.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -269795.875000 Penalty: 2508.572754
	Iteration 11Q: 3 clusters Score -269795.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -269821.562500 Penalty: 2508.572754
	Iteration 12Q: 3 clusters Score -269821.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -269842.250000 Penalty: 2508.572754
	Iteration 13Q: 3 clusters Score -269842.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -269856.968750 Penalty: 2508.572754
	Iteration 14Q: 3 clusters Score -269857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -269871.062500 Penalty: 2508.572754
	Iteration 15Q: 3 clusters Score -269871.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -269898.343750 Penalty: 2508.572754
	Iteration 16Q: 3 clusters Score -269898.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -269923.187500 Penalty: 2508.572754
	Iteration 17Q: 3 clusters Score -269923.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -269949.875000 Penalty: 2508.572754
	Iteration 18Q: 3 clusters Score -269949.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -269979.437500 Penalty: 2508.572754
	Iteration 19Q: 3 clusters Score -269979.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -270006.500000 Penalty: 2508.572754
	Iteration 20F: 3 clusters Score -270006.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -270029.468750 Penalty: 2508.572754
	Iteration 21Q: 3 clusters Score -270029.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -270054.531250 Penalty: 2508.572754
	Iteration 22Q: 3 clusters Score -270054.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -270072.000000 Penalty: 2508.572754
	Iteration 23Q: 3 clusters Score -270072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -270076.312500 Penalty: 2508.572754
	Iteration 24Q: 3 clusters Score -270076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -270084.750000 Penalty: 2508.572754
	Iteration 25Q: 3 clusters Score -270084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -270093.531250 Penalty: 2508.572754
	Iteration 26Q: 3 clusters Score -270093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -270099.250000 Penalty: 2508.572754
	Iteration 27Q: 3 clusters Score -270099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -270105.062500 Penalty: 2508.572754
	Iteration 28Q: 3 clusters Score -270105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -270108.312500 Penalty: 2508.572754
	Iteration 29Q: 3 clusters Score -270108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -270113.843750 Penalty: 2508.572754
	Iteration 30Q: 3 clusters Score -270113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -270121.718750 Penalty: 2508.572754
	Iteration 31Q: 3 clusters Score -270121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -270128.031250 Penalty: 2508.572754
	Iteration 32Q: 3 clusters Score -270128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -270132.312500 Penalty: 2508.572754
	Iteration 33Q: 3 clusters Score -270132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -270134.625000 Penalty: 2508.572754
	Iteration 34Q: 3 clusters Score -270134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -270137.906250 Penalty: 2508.572754
	Iteration 35Q: 3 clusters Score -270137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -270139.531250 Penalty: 2508.572754
	Iteration 36Q: 3 clusters Score -270139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -270141.312500 Penalty: 2508.572754
	Iteration 37Q: 3 clusters Score -270141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -270143.656250 Penalty: 2508.572754
	Iteration 38Q: 3 clusters Score -270143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -270144.531250 Penalty: 2508.572754
	Iteration 39Q: 3 clusters Score -270144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -270147.062500 Penalty: 2508.572754
	Iteration 40F: 3 clusters Score -270147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -270147.968750 Penalty: 2508.572754
	Iteration 41Q: 3 clusters Score -270148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -270148.062500 Penalty: 2508.572754
	Iteration 42Q: 3 clusters Score -270148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -270148.062500 Penalty: 2508.572754
	Iteration 43F: 3 clusters Score -270148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -624935.000000 Penalty: 1382.771362
	Iteration 0F: 2 clusters Score -624935 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 2443 members 
Entering Unmasked Estep 
Score: -620930.750000 Penalty: 2765.542725
	Iteration 0F: 3 clusters Score -620930.8 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -622005.750000 Penalty: 2765.542725
	Iteration 1F: 3 clusters Score -622005.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -622158.000000 Penalty: 2765.542725
	Iteration 2F: 3 clusters Score -622158 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -622275.812500 Penalty: 2765.542725
	Iteration 3Q: 3 clusters Score -622275.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -622368.062500 Penalty: 2765.542725
	Iteration 4Q: 3 clusters Score -622368.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -622441.500000 Penalty: 2765.542725
	Iteration 5Q: 3 clusters Score -622441.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -622519.687500 Penalty: 2765.542725
	Iteration 6Q: 3 clusters Score -622519.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -622592.312500 Penalty: 2765.542725
	Iteration 7Q: 3 clusters Score -622592.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -622685.500000 Penalty: 2765.542725
	Iteration 8Q: 3 clusters Score -622685.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -622798.500000 Penalty: 2765.542725
	Iteration 9Q: 3 clusters Score -622798.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -622935.312500 Penalty: 2765.542725
	Iteration 10Q: 3 clusters Score -622935.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -623098.625000 Penalty: 2765.542725
	Iteration 11Q: 3 clusters Score -623098.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -623266.187500 Penalty: 2765.542725
	Iteration 12Q: 3 clusters Score -623266.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -623462.187500 Penalty: 2765.542725
	Iteration 13Q: 3 clusters Score -623462.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -623602.937500 Penalty: 2765.542725
	Iteration 14Q: 3 clusters Score -623602.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -623719.000000 Penalty: 2765.542725
	Iteration 15Q: 3 clusters Score -623719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -623786.125000 Penalty: 2765.542725
	Iteration 16Q: 3 clusters Score -623786.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -623827.187500 Penalty: 2765.542725
	Iteration 17Q: 3 clusters Score -623827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -623852.375000 Penalty: 2765.542725
	Iteration 18Q: 3 clusters Score -623852.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -623879.250000 Penalty: 2765.542725
	Iteration 19Q: 3 clusters Score -623879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -623893.812500 Penalty: 2765.542725
	Iteration 20F: 3 clusters Score -623893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -623901.250000 Penalty: 2765.542725
	Iteration 21Q: 3 clusters Score -623901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -623908.062500 Penalty: 2765.542725
	Iteration 22Q: 3 clusters Score -623908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623915.375000 Penalty: 2765.542725
	Iteration 23Q: 3 clusters Score -623915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -623923.875000 Penalty: 2765.542725
	Iteration 24Q: 3 clusters Score -623923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623929.375000 Penalty: 2765.542725
	Iteration 25Q: 3 clusters Score -623929.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623936.375000 Penalty: 2765.542725
	Iteration 26Q: 3 clusters Score -623936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -623943.250000 Penalty: 2765.542725
	Iteration 27Q: 3 clusters Score -623943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623947.812500 Penalty: 2765.542725
	Iteration 28Q: 3 clusters Score -623947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623949.000000 Penalty: 2765.542725
	Iteration 29Q: 3 clusters Score -623949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623951.562500 Penalty: 2765.542725
	Iteration 30Q: 3 clusters Score -623951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -623951.562500 Penalty: 2765.542725
	Iteration 31F: 3 clusters Score -623951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Entering Unmasked Estep 
Score: -4890404.000000 Penalty: 1721.521851
	Iteration 0F: 2 clusters Score -4890404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4863801.000000 Penalty: 3443.043701
	Iteration 0F: 3 clusters Score -4863801 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4874075.500000 Penalty: 3443.043701
	Iteration 1F: 3 clusters Score -4874076 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -4874625.000000 Penalty: 3443.043701
	Iteration 2Q: 3 clusters Score -4874625 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4875248.500000 Penalty: 3443.043701
	Iteration 3Q: 3 clusters Score -4875248 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4875961.000000 Penalty: 3443.043701
	Iteration 4Q: 3 clusters Score -4875961 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4876936.000000 Penalty: 3443.043701
	Iteration 5Q: 3 clusters Score -4876936 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -4878219.000000 Penalty: 3443.043701
	Iteration 6F: 3 clusters Score -4878219 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4879998.500000 Penalty: 3443.043701
	Iteration 7F: 3 clusters Score -4879998 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4882007.500000 Penalty: 3443.043701
	Iteration 8F: 3 clusters Score -4882008 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4883890.500000 Penalty: 3443.043701
	Iteration 9F: 3 clusters Score -4883890 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4885505.000000 Penalty: 3443.043701
	Iteration 10Q: 3 clusters Score -4885505 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4886814.500000 Penalty: 3443.043701
	Iteration 11Q: 3 clusters Score -4886814 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4887782.500000 Penalty: 3443.043701
	Iteration 12Q: 3 clusters Score -4887782 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -4888281.500000 Penalty: 3443.043701
	Iteration 13Q: 3 clusters Score -4888282 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -4888549.500000 Penalty: 3443.043701
	Iteration 14Q: 3 clusters Score -4888550 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -4888710.000000 Penalty: 3443.043701
	Iteration 15Q: 3 clusters Score -4888710 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -4888783.000000 Penalty: 3443.043701
	Iteration 16Q: 3 clusters Score -4888783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4888832.500000 Penalty: 3443.043701
	Iteration 17Q: 3 clusters Score -4888832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4888858.500000 Penalty: 3443.043701
	Iteration 18Q: 3 clusters Score -4888858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4888882.500000 Penalty: 3443.043701
	Iteration 19Q: 3 clusters Score -4888882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4888895.500000 Penalty: 3443.043701
	Iteration 20F: 3 clusters Score -4888896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -4888905.500000 Penalty: 3443.043701
	Iteration 21Q: 3 clusters Score -4888906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4888916.000000 Penalty: 3443.043701
	Iteration 22Q: 3 clusters Score -4888916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -4888915.500000 Penalty: 3443.043701
	Iteration 23Q: 3 clusters Score -4888916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4888919.500000 Penalty: 3443.043701
	Iteration 24Q: 3 clusters Score -4888920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4888918.500000 Penalty: 3443.043701
	Iteration 25Q: 3 clusters Score -4888918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4888924.000000 Penalty: 3443.043701
	Iteration 26Q: 3 clusters Score -4888924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -4888929.000000 Penalty: 3443.043701
	Iteration 27Q: 3 clusters Score -4888929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4888934.000000 Penalty: 3443.043701
	Iteration 28Q: 3 clusters Score -4888934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4888941.500000 Penalty: 3443.043701
	Iteration 29Q: 3 clusters Score -4888942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4888948.500000 Penalty: 3443.043701
	Iteration 30Q: 3 clusters Score -4888948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4888950.000000 Penalty: 3443.043701
	Iteration 31Q: 3 clusters Score -4888950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4888958.000000 Penalty: 3443.043701
	Iteration 32Q: 3 clusters Score -4888958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4888957.000000 Penalty: 3443.043701
	Iteration 33Q: 3 clusters Score -4888957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4888957.500000 Penalty: 3443.043701
	Iteration 34Q: 3 clusters Score -4888958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4888960.000000 Penalty: 3443.043701
	Iteration 35Q: 3 clusters Score -4888960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4888960.000000 Penalty: 3443.043701
	Iteration 36F: 3 clusters Score -4888960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Entering Unmasked Estep 
Score: -10026783.000000 Penalty: 1831.198853
	Iteration 0F: 2 clusters Score -1.002678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -9976637.000000 Penalty: 3662.397705
	Iteration 0F: 3 clusters Score -9976637 nChanged 37172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -9997989.000000 Penalty: 3662.397705
	Iteration 1F: 3 clusters Score -9997989 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -9998585.000000 Penalty: 3662.397705
	Iteration 2Q: 3 clusters Score -9998585 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9999535.000000 Penalty: 3662.397705
	Iteration 3Q: 3 clusters Score -9999535 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -10001051.000000 Penalty: 3662.397705
	Iteration 4Q: 3 clusters Score -1.000105e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -10003951.000000 Penalty: 3662.397705
	Iteration 5F: 3 clusters Score -1.000395e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -10008624.000000 Penalty: 3662.397705
	Iteration 6F: 3 clusters Score -1.000862e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -10014806.000000 Penalty: 3662.397705
	Iteration 7F: 3 clusters Score -1.001481e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -10020388.000000 Penalty: 3662.397705
	Iteration 8F: 3 clusters Score -1.002039e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10023477.000000 Penalty: 3662.397705
	Iteration 9Q: 3 clusters Score -1.002348e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -10024587.000000 Penalty: 3662.397705
	Iteration 10Q: 3 clusters Score -1.002459e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -10024963.000000 Penalty: 3662.397705
	Iteration 11Q: 3 clusters Score -1.002496e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -10025079.000000 Penalty: 3662.397705
	Iteration 12Q: 3 clusters Score -1.002508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -10025137.000000 Penalty: 3662.397705
	Iteration 13Q: 3 clusters Score -1.002514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -10025171.000000 Penalty: 3662.397705
	Iteration 14Q: 3 clusters Score -1.002517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -10025197.000000 Penalty: 3662.397705
	Iteration 15Q: 3 clusters Score -1.00252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -10025240.000000 Penalty: 3662.397705
	Iteration 16Q: 3 clusters Score -1.002524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10025259.000000 Penalty: 3662.397705
	Iteration 17Q: 3 clusters Score -1.002526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -10025261.000000 Penalty: 3662.397705
	Iteration 18Q: 3 clusters Score -1.002526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -10025271.000000 Penalty: 3662.397705
	Iteration 19Q: 3 clusters Score -1.002527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -10025270.000000 Penalty: 3662.397705
	Iteration 20F: 3 clusters Score -1.002527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -65711.125000 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -65711.12 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 402 members 
Entering Unmasked Estep 
Score: -64983.652344 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -64983.65 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66383.742188 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -66383.74 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -66857.023438 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -66857.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67224.367188 Penalty: 2181.315674
	Iteration 3F: 3 clusters Score -67224.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67423.398438 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -67423.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -67481.453125 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -67481.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67495.695312 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -67495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -67504.398438 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -67504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67516.140625 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -67516.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67522.992188 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -67522.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -67526.109375 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -67526.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67529.054688 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -67529.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67538.101562 Penalty: 2181.315674
	Iteration 12F: 3 clusters Score -67538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67673.390625 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -67673.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67687.039062 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -67687.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67692.843750 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -67692.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67693.820312 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -67693.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67693.820312 Penalty: 2181.315674
	Iteration 17F: 3 clusters Score -67693.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 120333 members 
Mstep: Class 13 contains 120310 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
Score: -61587252.000000 Penalty: 27694.589844
Splitting cluster 9 changes total score from -61586436.000000 to -61587252.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (22896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Entering Unmasked Estep 
Score: -2909398.250000 Penalty: 1631.291504
	Iteration 0F: 2 clusters Score -2909398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2893910.250000 Penalty: 3262.583008
	Iteration 0F: 3 clusters Score -2893910 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2899748.750000 Penalty: 3262.583008
	Iteration 1F: 3 clusters Score -2899749 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2900170.500000 Penalty: 3262.583008
	Iteration 2F: 3 clusters Score -2900170 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2900588.750000 Penalty: 3262.583008
	Iteration 3Q: 3 clusters Score -2900589 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2900958.750000 Penalty: 3262.583008
	Iteration 4Q: 3 clusters Score -2900959 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2901345.500000 Penalty: 3262.583008
	Iteration 5Q: 3 clusters Score -2901346 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2901664.000000 Penalty: 3262.583008
	Iteration 6Q: 3 clusters Score -2901664 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2901974.750000 Penalty: 3262.583008
	Iteration 7Q: 3 clusters Score -2901975 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2902368.000000 Penalty: 3262.583008
	Iteration 8Q: 3 clusters Score -2902368 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2902709.500000 Penalty: 3262.583008
	Iteration 9Q: 3 clusters Score -2902710 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2903122.250000 Penalty: 3262.583008
	Iteration 10Q: 3 clusters Score -2903122 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2903578.000000 Penalty: 3262.583008
	Iteration 11Q: 3 clusters Score -2903578 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2904116.250000 Penalty: 3262.583008
	Iteration 12Q: 3 clusters Score -2904116 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2904773.000000 Penalty: 3262.583008
	Iteration 13Q: 3 clusters Score -2904773 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2905505.000000 Penalty: 3262.583008
	Iteration 14Q: 3 clusters Score -2905505 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2906295.750000 Penalty: 3262.583008
	Iteration 15Q: 3 clusters Score -2906296 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2906947.500000 Penalty: 3262.583008
	Iteration 16Q: 3 clusters Score -2906948 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2907372.750000 Penalty: 3262.583008
	Iteration 17Q: 3 clusters Score -2907373 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2907602.250000 Penalty: 3262.583008
	Iteration 18Q: 3 clusters Score -2907602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2907722.750000 Penalty: 3262.583008
	Iteration 19Q: 3 clusters Score -2907723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2907805.000000 Penalty: 3262.583008
	Iteration 20F: 3 clusters Score -2907805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2907873.750000 Penalty: 3262.583008
	Iteration 21Q: 3 clusters Score -2907874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2907924.250000 Penalty: 3262.583008
	Iteration 22Q: 3 clusters Score -2907924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2907942.250000 Penalty: 3262.583008
	Iteration 23Q: 3 clusters Score -2907942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2907968.750000 Penalty: 3262.583008
	Iteration 24Q: 3 clusters Score -2907969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2907992.000000 Penalty: 3262.583008
	Iteration 25Q: 3 clusters Score -2907992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2908002.250000 Penalty: 3262.583008
	Iteration 26Q: 3 clusters Score -2908002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2908007.250000 Penalty: 3262.583008
	Iteration 27Q: 3 clusters Score -2908007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2908017.500000 Penalty: 3262.583008
	Iteration 28Q: 3 clusters Score -2908018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2908023.250000 Penalty: 3262.583008
	Iteration 29Q: 3 clusters Score -2908023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2908023.250000 Penalty: 3262.583008
	Iteration 30Q: 3 clusters Score -2908023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2908027.750000 Penalty: 3262.583008
	Iteration 31Q: 3 clusters Score -2908028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2908027.750000 Penalty: 3262.583008
	Iteration 32F: 3 clusters Score -2908028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120333 members 
Entering Unmasked Estep 
Score: -15230581.000000 Penalty: 1900.927979
	Iteration 0F: 2 clusters Score -1.523058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -15165138.000000 Penalty: 3801.855957
	Iteration 0F: 3 clusters Score -1.516514e+07 nChanged 57552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -15198420.000000 Penalty: 3801.855957
	Iteration 1F: 3 clusters Score -1.519842e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -15199168.000000 Penalty: 3801.855957
	Iteration 2Q: 3 clusters Score -1.519917e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -15200430.000000 Penalty: 3801.855957
	Iteration 3Q: 3 clusters Score -1.520043e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -15202486.000000 Penalty: 3801.855957
	Iteration 4Q: 3 clusters Score -1.520249e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -15205535.000000 Penalty: 3801.855957
	Iteration 5F: 3 clusters Score -1.520554e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -15210331.000000 Penalty: 3801.855957
	Iteration 6F: 3 clusters Score -1.521033e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -15215737.000000 Penalty: 3801.855957
	Iteration 7F: 3 clusters Score -1.521574e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -15221047.000000 Penalty: 3801.855957
	Iteration 8F: 3 clusters Score -1.522105e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -15225378.000000 Penalty: 3801.855957
	Iteration 9Q: 3 clusters Score -1.522538e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -15228073.000000 Penalty: 3801.855957
	Iteration 10Q: 3 clusters Score -1.522807e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -15229510.000000 Penalty: 3801.855957
	Iteration 11Q: 3 clusters Score -1.522951e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -15230442.000000 Penalty: 3801.855957
	Iteration 12Q: 3 clusters Score -1.523044e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -15231041.000000 Penalty: 3801.855957
	Iteration 13Q: 3 clusters Score -1.523104e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -15231480.000000 Penalty: 3801.855957
	Iteration 14Q: 3 clusters Score -1.523148e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102898 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -15231949.000000 Penalty: 3801.855957
	Iteration 15Q: 3 clusters Score -1.523195e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -15232239.000000 Penalty: 3801.855957
	Iteration 16Q: 3 clusters Score -1.523224e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -15232476.000000 Penalty: 3801.855957
	Iteration 17Q: 3 clusters Score -1.523248e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -15232747.000000 Penalty: 3801.855957
	Iteration 18Q: 3 clusters Score -1.523275e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -15232935.000000 Penalty: 3801.855957
	Iteration 19Q: 3 clusters Score -1.523294e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -15233121.000000 Penalty: 3801.855957
	Iteration 20F: 3 clusters Score -1.523312e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -15233397.000000 Penalty: 3801.855957
	Iteration 21Q: 3 clusters Score -1.52334e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -15233662.000000 Penalty: 3801.855957
	Iteration 22Q: 3 clusters Score -1.523366e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -15233823.000000 Penalty: 3801.855957
	Iteration 23Q: 3 clusters Score -1.523382e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -15234119.000000 Penalty: 3801.855957
	Iteration 24Q: 3 clusters Score -1.523412e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -15234353.000000 Penalty: 3801.855957
	Iteration 25Q: 3 clusters Score -1.523435e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -15234527.000000 Penalty: 3801.855957
	Iteration 26Q: 3 clusters Score -1.523453e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -15234726.000000 Penalty: 3801.855957
	Iteration 27Q: 3 clusters Score -1.523473e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -15234897.000000 Penalty: 3801.855957
	Iteration 28Q: 3 clusters Score -1.52349e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -15235080.000000 Penalty: 3801.855957
	Iteration 29Q: 3 clusters Score -1.523508e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -15235290.000000 Penalty: 3801.855957
	Iteration 30Q: 3 clusters Score -1.523529e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -15235414.000000 Penalty: 3801.855957
	Iteration 31Q: 3 clusters Score -1.523541e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -15235518.000000 Penalty: 3801.855957
	Iteration 32Q: 3 clusters Score -1.523552e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -15235611.000000 Penalty: 3801.855957
	Iteration 33Q: 3 clusters Score -1.523561e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -15235688.000000 Penalty: 3801.855957
	Iteration 34Q: 3 clusters Score -1.523569e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -15235727.000000 Penalty: 3801.855957
	Iteration 35Q: 3 clusters Score -1.523573e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -15235817.000000 Penalty: 3801.855957
	Iteration 36Q: 3 clusters Score -1.523582e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -15235924.000000 Penalty: 3801.855957
	Iteration 37Q: 3 clusters Score -1.523592e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -15235995.000000 Penalty: 3801.855957
	Iteration 38Q: 3 clusters Score -1.5236e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -15236033.000000 Penalty: 3801.855957
	Iteration 39Q: 3 clusters Score -1.523603e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -15236104.000000 Penalty: 3801.855957
	Iteration 40F: 3 clusters Score -1.52361e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -15236154.000000 Penalty: 3801.855957
	Iteration 41Q: 3 clusters Score -1.523615e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -15236205.000000 Penalty: 3801.855957
	Iteration 42Q: 3 clusters Score -1.52362e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -15236219.000000 Penalty: 3801.855957
	Iteration 43Q: 3 clusters Score -1.523622e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -15236239.000000 Penalty: 3801.855957
	Iteration 44Q: 3 clusters Score -1.523624e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -15236288.000000 Penalty: 3801.855957
	Iteration 45Q: 3 clusters Score -1.523629e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -15236287.000000 Penalty: 3801.855957
	Iteration 46Q: 3 clusters Score -1.523629e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -15236296.000000 Penalty: 3801.855957
	Iteration 47Q: 3 clusters Score -1.52363e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -15236288.000000 Penalty: 3801.855957
	Iteration 48Q: 3 clusters Score -1.523629e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -15236344.000000 Penalty: 3801.855957
	Iteration 49Q: 3 clusters Score -1.523634e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -15236359.000000 Penalty: 3801.855957
	Iteration 50Q: 3 clusters Score -1.523636e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -15236393.000000 Penalty: 3801.855957
	Iteration 51Q: 3 clusters Score -1.523639e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -15236435.000000 Penalty: 3801.855957
	Iteration 52Q: 3 clusters Score -1.523644e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -15236427.000000 Penalty: 3801.855957
	Iteration 53Q: 3 clusters Score -1.523643e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -15236476.000000 Penalty: 3801.855957
	Iteration 54Q: 3 clusters Score -1.523648e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -15236514.000000 Penalty: 3801.855957
	Iteration 55Q: 3 clusters Score -1.523651e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -15236579.000000 Penalty: 3801.855957
	Iteration 56Q: 3 clusters Score -1.523658e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -15236595.000000 Penalty: 3801.855957
	Iteration 57Q: 3 clusters Score -1.52366e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -15236611.000000 Penalty: 3801.855957
	Iteration 58Q: 3 clusters Score -1.523661e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -15236600.000000 Penalty: 3801.855957
	Iteration 59Q: 3 clusters Score -1.52366e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -15236622.000000 Penalty: 3801.855957
	Iteration 60F: 3 clusters Score -1.523662e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -15236663.000000 Penalty: 3801.855957
	Iteration 61Q: 3 clusters Score -1.523666e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -15236674.000000 Penalty: 3801.855957
	Iteration 62Q: 3 clusters Score -1.523667e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -15236698.000000 Penalty: 3801.855957
	Iteration 63Q: 3 clusters Score -1.52367e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -15236777.000000 Penalty: 3801.855957
	Iteration 64Q: 3 clusters Score -1.523678e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -15236808.000000 Penalty: 3801.855957
	Iteration 65Q: 3 clusters Score -1.523681e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -15236849.000000 Penalty: 3801.855957
	Iteration 66Q: 3 clusters Score -1.523685e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -15236899.000000 Penalty: 3801.855957
	Iteration 67Q: 3 clusters Score -1.52369e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -15236907.000000 Penalty: 3801.855957
	Iteration 68Q: 3 clusters Score -1.523691e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -15236895.000000 Penalty: 3801.855957
	Iteration 69Q: 3 clusters Score -1.52369e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -15236981.000000 Penalty: 3801.855957
	Iteration 70Q: 3 clusters Score -1.523698e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -15237049.000000 Penalty: 3801.855957
	Iteration 71Q: 3 clusters Score -1.523705e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -15237173.000000 Penalty: 3801.855957
	Iteration 72Q: 3 clusters Score -1.523717e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -15237299.000000 Penalty: 3801.855957
	Iteration 73Q: 3 clusters Score -1.52373e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -15237369.000000 Penalty: 3801.855957
	Iteration 74Q: 3 clusters Score -1.523737e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -15237427.000000 Penalty: 3801.855957
	Iteration 75Q: 3 clusters Score -1.523743e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -15237583.000000 Penalty: 3801.855957
	Iteration 76Q: 3 clusters Score -1.523758e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -15237674.000000 Penalty: 3801.855957
	Iteration 77Q: 3 clusters Score -1.523767e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -15237822.000000 Penalty: 3801.855957
	Iteration 78Q: 3 clusters Score -1.523782e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -15237918.000000 Penalty: 3801.855957
	Iteration 79Q: 3 clusters Score -1.523792e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -15238037.000000 Penalty: 3801.855957
	Iteration 80F: 3 clusters Score -1.523804e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -15238178.000000 Penalty: 3801.855957
	Iteration 81Q: 3 clusters Score -1.523818e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -15238344.000000 Penalty: 3801.855957
	Iteration 82Q: 3 clusters Score -1.523834e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -15238532.000000 Penalty: 3801.855957
	Iteration 83Q: 3 clusters Score -1.523853e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -15238679.000000 Penalty: 3801.855957
	Iteration 84Q: 3 clusters Score -1.523868e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -15238902.000000 Penalty: 3801.855957
	Iteration 85Q: 3 clusters Score -1.52389e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -15239118.000000 Penalty: 3801.855957
	Iteration 86Q: 3 clusters Score -1.523912e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -15239318.000000 Penalty: 3801.855957
	Iteration 87Q: 3 clusters Score -1.523932e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -15239560.000000 Penalty: 3801.855957
	Iteration 88Q: 3 clusters Score -1.523956e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -15239949.000000 Penalty: 3801.855957
	Iteration 89Q: 3 clusters Score -1.523995e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -15240206.000000 Penalty: 3801.855957
	Iteration 90Q: 3 clusters Score -1.524021e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -15240501.000000 Penalty: 3801.855957
	Iteration 91Q: 3 clusters Score -1.52405e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -15240829.000000 Penalty: 3801.855957
	Iteration 92Q: 3 clusters Score -1.524083e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -15241142.000000 Penalty: 3801.855957
	Iteration 93Q: 3 clusters Score -1.524114e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -15241474.000000 Penalty: 3801.855957
	Iteration 94Q: 3 clusters Score -1.524147e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -15241760.000000 Penalty: 3801.855957
	Iteration 95Q: 3 clusters Score -1.524176e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -15242098.000000 Penalty: 3801.855957
	Iteration 96Q: 3 clusters Score -1.52421e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -15242387.000000 Penalty: 3801.855957
	Iteration 97Q: 3 clusters Score -1.524239e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -15242692.000000 Penalty: 3801.855957
	Iteration 98Q: 3 clusters Score -1.524269e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -15243003.000000 Penalty: 3801.855957
	Iteration 99Q: 3 clusters Score -1.5243e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -15243288.000000 Penalty: 3801.855957
	Iteration 100F: 3 clusters Score -1.524329e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -15243466.000000 Penalty: 3801.855957
	Iteration 101Q: 3 clusters Score -1.524347e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -15243743.000000 Penalty: 3801.855957
	Iteration 102Q: 3 clusters Score -1.524374e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -15243873.000000 Penalty: 3801.855957
	Iteration 103Q: 3 clusters Score -1.524387e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -15244020.000000 Penalty: 3801.855957
	Iteration 104Q: 3 clusters Score -1.524402e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -15244088.000000 Penalty: 3801.855957
	Iteration 105Q: 3 clusters Score -1.524409e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -15244172.000000 Penalty: 3801.855957
	Iteration 106Q: 3 clusters Score -1.524417e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -15244231.000000 Penalty: 3801.855957
	Iteration 107Q: 3 clusters Score -1.524423e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -15244249.000000 Penalty: 3801.855957
	Iteration 108Q: 3 clusters Score -1.524425e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -15244290.000000 Penalty: 3801.855957
	Iteration 109Q: 3 clusters Score -1.524429e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -15244322.000000 Penalty: 3801.855957
	Iteration 110Q: 3 clusters Score -1.524432e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -15244316.000000 Penalty: 3801.855957
	Iteration 111Q: 3 clusters Score -1.524432e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -15244411.000000 Penalty: 3801.855957
	Iteration 112Q: 3 clusters Score -1.524441e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -15244430.000000 Penalty: 3801.855957
	Iteration 113Q: 3 clusters Score -1.524443e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -15244366.000000 Penalty: 3801.855957
	Iteration 114Q: 3 clusters Score -1.524437e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -15244326.000000 Penalty: 3801.855957
	Iteration 115Q: 3 clusters Score -1.524433e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -15244342.000000 Penalty: 3801.855957
	Iteration 116Q: 3 clusters Score -1.524434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -15244357.000000 Penalty: 3801.855957
	Iteration 117Q: 3 clusters Score -1.524436e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -15244375.000000 Penalty: 3801.855957
	Iteration 118Q: 3 clusters Score -1.524438e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -15244371.000000 Penalty: 3801.855957
	Iteration 119Q: 3 clusters Score -1.524437e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -15244368.000000 Penalty: 3801.855957
	Iteration 120F: 3 clusters Score -1.524437e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -15244348.000000 Penalty: 3801.855957
	Iteration 121Q: 3 clusters Score -1.524435e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -15244330.000000 Penalty: 3801.855957
	Iteration 122Q: 3 clusters Score -1.524433e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -15244341.000000 Penalty: 3801.855957
	Iteration 123Q: 3 clusters Score -1.524434e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -15244356.000000 Penalty: 3801.855957
	Iteration 124Q: 3 clusters Score -1.524436e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -15244322.000000 Penalty: 3801.855957
	Iteration 125Q: 3 clusters Score -1.524432e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -15244270.000000 Penalty: 3801.855957
	Iteration 126Q: 3 clusters Score -1.524427e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -15244280.000000 Penalty: 3801.855957
	Iteration 127Q: 3 clusters Score -1.524428e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -15244275.000000 Penalty: 3801.855957
	Iteration 128Q: 3 clusters Score -1.524428e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -15244280.000000 Penalty: 3801.855957
	Iteration 129Q: 3 clusters Score -1.524428e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -15244257.000000 Penalty: 3801.855957
	Iteration 130Q: 3 clusters Score -1.524426e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -15244231.000000 Penalty: 3801.855957
	Iteration 131Q: 3 clusters Score -1.524423e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -15244237.000000 Penalty: 3801.855957
	Iteration 132Q: 3 clusters Score -1.524424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -15244232.000000 Penalty: 3801.855957
	Iteration 133Q: 3 clusters Score -1.524423e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -15244216.000000 Penalty: 3801.855957
	Iteration 134Q: 3 clusters Score -1.524422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -15244226.000000 Penalty: 3801.855957
	Iteration 135Q: 3 clusters Score -1.524423e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -15244207.000000 Penalty: 3801.855957
	Iteration 136Q: 3 clusters Score -1.524421e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -15244197.000000 Penalty: 3801.855957
	Iteration 137Q: 3 clusters Score -1.52442e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -15244177.000000 Penalty: 3801.855957
	Iteration 138Q: 3 clusters Score -1.524418e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -15244180.000000 Penalty: 3801.855957
	Iteration 139Q: 3 clusters Score -1.524418e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -15244162.000000 Penalty: 3801.855957
	Iteration 140F: 3 clusters Score -1.524416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -15244168.000000 Penalty: 3801.855957
	Iteration 141Q: 3 clusters Score -1.524417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -15244195.000000 Penalty: 3801.855957
	Iteration 142Q: 3 clusters Score -1.52442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -15244192.000000 Penalty: 3801.855957
	Iteration 143Q: 3 clusters Score -1.524419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -15244193.000000 Penalty: 3801.855957
	Iteration 144Q: 3 clusters Score -1.524419e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -15244176.000000 Penalty: 3801.855957
	Iteration 145Q: 3 clusters Score -1.524418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -15244174.000000 Penalty: 3801.855957
	Iteration 146Q: 3 clusters Score -1.524417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -15244177.000000 Penalty: 3801.855957
	Iteration 147Q: 3 clusters Score -1.524418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -15244160.000000 Penalty: 3801.855957
	Iteration 148Q: 3 clusters Score -1.524416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -15244168.000000 Penalty: 3801.855957
	Iteration 149Q: 3 clusters Score -1.524417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -15244182.000000 Penalty: 3801.855957
	Iteration 150Q: 3 clusters Score -1.524418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -15244169.000000 Penalty: 3801.855957
	Iteration 151Q: 3 clusters Score -1.524417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -15244163.000000 Penalty: 3801.855957
	Iteration 152Q: 3 clusters Score -1.524416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -15244158.000000 Penalty: 3801.855957
	Iteration 153Q: 3 clusters Score -1.524416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -15244163.000000 Penalty: 3801.855957
	Iteration 154Q: 3 clusters Score -1.524416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -15244156.000000 Penalty: 3801.855957
	Iteration 155Q: 3 clusters Score -1.524416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -15244162.000000 Penalty: 3801.855957
	Iteration 156Q: 3 clusters Score -1.524416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -15244167.000000 Penalty: 3801.855957
	Iteration 157Q: 3 clusters Score -1.524417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -15244155.000000 Penalty: 3801.855957
	Iteration 158Q: 3 clusters Score -1.524416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -15244145.000000 Penalty: 3801.855957
	Iteration 159Q: 3 clusters Score -1.524414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -15244157.000000 Penalty: 3801.855957
	Iteration 160F: 3 clusters Score -1.524416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -15244150.000000 Penalty: 3801.855957
	Iteration 161Q: 3 clusters Score -1.524415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -15244142.000000 Penalty: 3801.855957
	Iteration 162Q: 3 clusters Score -1.524414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -15244137.000000 Penalty: 3801.855957
	Iteration 163Q: 3 clusters Score -1.524414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -15244137.000000 Penalty: 3801.855957
	Iteration 164Q: 3 clusters Score -1.524414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -15244136.000000 Penalty: 3801.855957
	Iteration 165Q: 3 clusters Score -1.524414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -15244135.000000 Penalty: 3801.855957
	Iteration 166Q: 3 clusters Score -1.524414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -15244133.000000 Penalty: 3801.855957
	Iteration 167Q: 3 clusters Score -1.524413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -15244117.000000 Penalty: 3801.855957
	Iteration 168Q: 3 clusters Score -1.524412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -15244122.000000 Penalty: 3801.855957
	Iteration 169Q: 3 clusters Score -1.524412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -15244131.000000 Penalty: 3801.855957
	Iteration 170Q: 3 clusters Score -1.524413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -15244142.000000 Penalty: 3801.855957
	Iteration 171Q: 3 clusters Score -1.524414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -15244123.000000 Penalty: 3801.855957
	Iteration 172Q: 3 clusters Score -1.524412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -15244121.000000 Penalty: 3801.855957
	Iteration 173Q: 3 clusters Score -1.524412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -15244131.000000 Penalty: 3801.855957
	Iteration 174Q: 3 clusters Score -1.524413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -15244123.000000 Penalty: 3801.855957
	Iteration 175Q: 3 clusters Score -1.524412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -15244126.000000 Penalty: 3801.855957
	Iteration 176Q: 3 clusters Score -1.524413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -15244118.000000 Penalty: 3801.855957
	Iteration 177Q: 3 clusters Score -1.524412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -15244126.000000 Penalty: 3801.855957
	Iteration 178Q: 3 clusters Score -1.524413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -15244127.000000 Penalty: 3801.855957
	Iteration 179Q: 3 clusters Score -1.524413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -15244130.000000 Penalty: 3801.855957
	Iteration 180F: 3 clusters Score -1.524413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -15244131.000000 Penalty: 3801.855957
	Iteration 181Q: 3 clusters Score -1.524413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -15244132.000000 Penalty: 3801.855957
	Iteration 182Q: 3 clusters Score -1.524413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -15244128.000000 Penalty: 3801.855957
	Iteration 183Q: 3 clusters Score -1.524413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -15244126.000000 Penalty: 3801.855957
	Iteration 184Q: 3 clusters Score -1.524413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -15244124.000000 Penalty: 3801.855957
	Iteration 185Q: 3 clusters Score -1.524412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -15244124.000000 Penalty: 3801.855957
	Iteration 186Q: 3 clusters Score -1.524412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -15244118.000000 Penalty: 3801.855957
	Iteration 187Q: 3 clusters Score -1.524412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -15244123.000000 Penalty: 3801.855957
	Iteration 188Q: 3 clusters Score -1.524412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -15244125.000000 Penalty: 3801.855957
	Iteration 189Q: 3 clusters Score -1.524412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -15244125.000000 Penalty: 3801.855957
	Iteration 190F: 3 clusters Score -1.524412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 75473 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 44860 members 
Mstep: Class 13 contains 120310 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
Score: -61600536.000000 Penalty: 29824.943359
Splitting cluster 12 changes total score from -61586436.000000 to -61600536.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (120310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120310 members 
Entering Unmasked Estep 
Score: -15336913.000000 Penalty: 1900.896973
	Iteration 0F: 2 clusters Score -1.533691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -15273652.000000 Penalty: 3801.793945
	Iteration 0F: 3 clusters Score -1.527365e+07 nChanged 57717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -15307686.000000 Penalty: 3801.793945
	Iteration 1F: 3 clusters Score -1.530769e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -15308922.000000 Penalty: 3801.793945
	Iteration 2Q: 3 clusters Score -1.530892e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -15310703.000000 Penalty: 3801.793945
	Iteration 3Q: 3 clusters Score -1.53107e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -15313071.000000 Penalty: 3801.793945
	Iteration 4F: 3 clusters Score -1.531307e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -15316958.000000 Penalty: 3801.793945
	Iteration 5F: 3 clusters Score -1.531696e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -15321827.000000 Penalty: 3801.793945
	Iteration 6F: 3 clusters Score -1.532183e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -15326808.000000 Penalty: 3801.793945
	Iteration 7F: 3 clusters Score -1.532681e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -15330798.000000 Penalty: 3801.793945
	Iteration 8F: 3 clusters Score -1.53308e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -15332951.000000 Penalty: 3801.793945
	Iteration 9Q: 3 clusters Score -1.533295e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -15333757.000000 Penalty: 3801.793945
	Iteration 10Q: 3 clusters Score -1.533376e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -15334079.000000 Penalty: 3801.793945
	Iteration 11Q: 3 clusters Score -1.533408e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -15334322.000000 Penalty: 3801.793945
	Iteration 12Q: 3 clusters Score -1.533432e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -15334432.000000 Penalty: 3801.793945
	Iteration 13Q: 3 clusters Score -1.533443e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -15334632.000000 Penalty: 3801.793945
	Iteration 14Q: 3 clusters Score -1.533463e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -15334814.000000 Penalty: 3801.793945
	Iteration 15Q: 3 clusters Score -1.533481e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -15334986.000000 Penalty: 3801.793945
	Iteration 16Q: 3 clusters Score -1.533499e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -15335090.000000 Penalty: 3801.793945
	Iteration 17Q: 3 clusters Score -1.533509e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -15335221.000000 Penalty: 3801.793945
	Iteration 18Q: 3 clusters Score -1.533522e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -15335307.000000 Penalty: 3801.793945
	Iteration 19Q: 3 clusters Score -1.533531e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -15335461.000000 Penalty: 3801.793945
	Iteration 20F: 3 clusters Score -1.533546e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -15335517.000000 Penalty: 3801.793945
	Iteration 21Q: 3 clusters Score -1.533552e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -15335562.000000 Penalty: 3801.793945
	Iteration 22Q: 3 clusters Score -1.533556e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -15335708.000000 Penalty: 3801.793945
	Iteration 23Q: 3 clusters Score -1.533571e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -15335749.000000 Penalty: 3801.793945
	Iteration 24Q: 3 clusters Score -1.533575e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -15335839.000000 Penalty: 3801.793945
	Iteration 25Q: 3 clusters Score -1.533584e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -15335940.000000 Penalty: 3801.793945
	Iteration 26Q: 3 clusters Score -1.533594e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -15336047.000000 Penalty: 3801.793945
	Iteration 27Q: 3 clusters Score -1.533605e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -15336118.000000 Penalty: 3801.793945
	Iteration 28Q: 3 clusters Score -1.533612e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -15336160.000000 Penalty: 3801.793945
	Iteration 29Q: 3 clusters Score -1.533616e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -15336266.000000 Penalty: 3801.793945
	Iteration 30Q: 3 clusters Score -1.533627e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -15336331.000000 Penalty: 3801.793945
	Iteration 31Q: 3 clusters Score -1.533633e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -15336377.000000 Penalty: 3801.793945
	Iteration 32Q: 3 clusters Score -1.533638e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -15336411.000000 Penalty: 3801.793945
	Iteration 33Q: 3 clusters Score -1.533641e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -15336493.000000 Penalty: 3801.793945
	Iteration 34Q: 3 clusters Score -1.533649e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -15336589.000000 Penalty: 3801.793945
	Iteration 35Q: 3 clusters Score -1.533659e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -15336643.000000 Penalty: 3801.793945
	Iteration 36Q: 3 clusters Score -1.533664e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -15336755.000000 Penalty: 3801.793945
	Iteration 37Q: 3 clusters Score -1.533676e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -15336823.000000 Penalty: 3801.793945
	Iteration 38Q: 3 clusters Score -1.533682e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -15336932.000000 Penalty: 3801.793945
	Iteration 39Q: 3 clusters Score -1.533693e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -15337051.000000 Penalty: 3801.793945
	Iteration 40F: 3 clusters Score -1.533705e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -15337209.000000 Penalty: 3801.793945
	Iteration 41Q: 3 clusters Score -1.533721e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -15337316.000000 Penalty: 3801.793945
	Iteration 42Q: 3 clusters Score -1.533732e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -15337414.000000 Penalty: 3801.793945
	Iteration 43Q: 3 clusters Score -1.533741e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -15337513.000000 Penalty: 3801.793945
	Iteration 44Q: 3 clusters Score -1.533751e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -15337890.000000 Penalty: 3801.793945
	Iteration 45Q: 3 clusters Score -1.533789e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -15338289.000000 Penalty: 3801.793945
	Iteration 46Q: 3 clusters Score -1.533829e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -15338684.000000 Penalty: 3801.793945
	Iteration 47Q: 3 clusters Score -1.533868e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -15339112.000000 Penalty: 3801.793945
	Iteration 48Q: 3 clusters Score -1.533911e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -15339579.000000 Penalty: 3801.793945
	Iteration 49Q: 3 clusters Score -1.533958e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -15340017.000000 Penalty: 3801.793945
	Iteration 50Q: 3 clusters Score -1.534002e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107442 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -15340304.000000 Penalty: 3801.793945
	Iteration 51Q: 3 clusters Score -1.53403e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -15340532.000000 Penalty: 3801.793945
	Iteration 52Q: 3 clusters Score -1.534053e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -15340828.000000 Penalty: 3801.793945
	Iteration 53Q: 3 clusters Score -1.534083e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -15341075.000000 Penalty: 3801.793945
	Iteration 54Q: 3 clusters Score -1.534108e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -15341275.000000 Penalty: 3801.793945
	Iteration 55Q: 3 clusters Score -1.534128e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -15341274.000000 Penalty: 3801.793945
	Iteration 56Q: 3 clusters Score -1.534127e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -15341349.000000 Penalty: 3801.793945
	Iteration 57Q: 3 clusters Score -1.534135e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -15341257.000000 Penalty: 3801.793945
	Iteration 58Q: 3 clusters Score -1.534126e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -15341211.000000 Penalty: 3801.793945
	Iteration 59Q: 3 clusters Score -1.534121e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -15341163.000000 Penalty: 3801.793945
	Iteration 60F: 3 clusters Score -1.534116e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -15340985.000000 Penalty: 3801.793945
	Iteration 61Q: 3 clusters Score -1.534098e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -15340766.000000 Penalty: 3801.793945
	Iteration 62Q: 3 clusters Score -1.534077e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15340482.000000 Penalty: 3801.793945
	Iteration 63Q: 3 clusters Score -1.534048e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117637 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -15340327.000000 Penalty: 3801.793945
	Iteration 64Q: 3 clusters Score -1.534033e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -15340143.000000 Penalty: 3801.793945
	Iteration 65Q: 3 clusters Score -1.534014e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15340009.000000 Penalty: 3801.793945
	Iteration 66Q: 3 clusters Score -1.534001e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15339912.000000 Penalty: 3801.793945
	Iteration 67Q: 3 clusters Score -1.533991e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15339810.000000 Penalty: 3801.793945
	Iteration 68Q: 3 clusters Score -1.533981e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15339760.000000 Penalty: 3801.793945
	Iteration 69Q: 3 clusters Score -1.533976e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15339682.000000 Penalty: 3801.793945
	Iteration 70Q: 3 clusters Score -1.533968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15339626.000000 Penalty: 3801.793945
	Iteration 71Q: 3 clusters Score -1.533963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15339602.000000 Penalty: 3801.793945
	Iteration 72Q: 3 clusters Score -1.53396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15339562.000000 Penalty: 3801.793945
	Iteration 73Q: 3 clusters Score -1.533956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -15339533.000000 Penalty: 3801.793945
	Iteration 74Q: 3 clusters Score -1.533953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15339535.000000 Penalty: 3801.793945
	Iteration 75Q: 3 clusters Score -1.533954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15339542.000000 Penalty: 3801.793945
	Iteration 76Q: 3 clusters Score -1.533954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15339555.000000 Penalty: 3801.793945
	Iteration 77Q: 3 clusters Score -1.533956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15339563.000000 Penalty: 3801.793945
	Iteration 78Q: 3 clusters Score -1.533956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15339524.000000 Penalty: 3801.793945
	Iteration 79Q: 3 clusters Score -1.533952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15339539.000000 Penalty: 3801.793945
	Iteration 80F: 3 clusters Score -1.533954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15339543.000000 Penalty: 3801.793945
	Iteration 81Q: 3 clusters Score -1.533954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15339546.000000 Penalty: 3801.793945
	Iteration 82Q: 3 clusters Score -1.533955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15339541.000000 Penalty: 3801.793945
	Iteration 83Q: 3 clusters Score -1.533954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15339542.000000 Penalty: 3801.793945
	Iteration 84Q: 3 clusters Score -1.533954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15339542.000000 Penalty: 3801.793945
	Iteration 85F: 3 clusters Score -1.533954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 75473 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 44860 members 
Mstep: Class 13 contains 119421 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 16 contains 757 members 
Entering Unmasked Estep 
Score: -61602996.000000 Penalty: 31955.296875
Splitting cluster 13 changes total score from -61586436.000000 to -61602996.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (61871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Entering Unmasked Estep 
Score: -7885196.000000 Penalty: 1792.831055
	Iteration 0F: 2 clusters Score -7885196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7844197.500000 Penalty: 3585.662109
	Iteration 0F: 3 clusters Score -7844198 nChanged 29185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7861230.500000 Penalty: 3585.662109
	Iteration 1F: 3 clusters Score -7861230 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -7861902.500000 Penalty: 3585.662109
	Iteration 2Q: 3 clusters Score -7861902 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7862783.000000 Penalty: 3585.662109
	Iteration 3Q: 3 clusters Score -7862783 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7864092.500000 Penalty: 3585.662109
	Iteration 4Q: 3 clusters Score -7864092 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7866331.500000 Penalty: 3585.662109
	Iteration 5F: 3 clusters Score -7866332 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -7869509.000000 Penalty: 3585.662109
	Iteration 6F: 3 clusters Score -7869509 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -7873612.000000 Penalty: 3585.662109
	Iteration 7F: 3 clusters Score -7873612 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -7877715.000000 Penalty: 3585.662109
	Iteration 8F: 3 clusters Score -7877715 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -7880499.000000 Penalty: 3585.662109
	Iteration 9F: 3 clusters Score -7880499 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7882097.500000 Penalty: 3585.662109
	Iteration 10Q: 3 clusters Score -7882098 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7882859.500000 Penalty: 3585.662109
	Iteration 11Q: 3 clusters Score -7882860 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -7883232.500000 Penalty: 3585.662109
	Iteration 12Q: 3 clusters Score -7883232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -7883438.500000 Penalty: 3585.662109
	Iteration 13Q: 3 clusters Score -7883438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -7883563.500000 Penalty: 3585.662109
	Iteration 14Q: 3 clusters Score -7883564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7883650.500000 Penalty: 3585.662109
	Iteration 15Q: 3 clusters Score -7883650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -7883691.500000 Penalty: 3585.662109
	Iteration 16Q: 3 clusters Score -7883692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -7883717.000000 Penalty: 3585.662109
	Iteration 17Q: 3 clusters Score -7883717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -7883749.000000 Penalty: 3585.662109
	Iteration 18Q: 3 clusters Score -7883749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -7883785.500000 Penalty: 3585.662109
	Iteration 19Q: 3 clusters Score -7883786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -7883799.000000 Penalty: 3585.662109
	Iteration 20F: 3 clusters Score -7883799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -7883807.500000 Penalty: 3585.662109
	Iteration 21Q: 3 clusters Score -7883808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -7883809.500000 Penalty: 3585.662109
	Iteration 22Q: 3 clusters Score -7883810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -7883803.500000 Penalty: 3585.662109
	Iteration 23Q: 3 clusters Score -7883804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -7883813.000000 Penalty: 3585.662109
	Iteration 24Q: 3 clusters Score -7883813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -7883817.500000 Penalty: 3585.662109
	Iteration 25Q: 3 clusters Score -7883818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7883818.000000 Penalty: 3585.662109
	Iteration 26Q: 3 clusters Score -7883818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7883837.000000 Penalty: 3585.662109
	Iteration 27Q: 3 clusters Score -7883837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -7883839.000000 Penalty: 3585.662109
	Iteration 28Q: 3 clusters Score -7883839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7883848.000000 Penalty: 3585.662109
	Iteration 29Q: 3 clusters Score -7883848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7883849.500000 Penalty: 3585.662109
	Iteration 30Q: 3 clusters Score -7883850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -7883850.000000 Penalty: 3585.662109
	Iteration 31Q: 3 clusters Score -7883850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -7883850.000000 Penalty: 3585.662109
	Iteration 32F: 3 clusters Score -7883850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -83621.695312 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -83621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82457.406250 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -82457.41 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82832.507812 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -82832.51 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83035.656250 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -83035.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83200.539062 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -83200.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83333.437500 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -83333.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83469.562500 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -83469.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83547.484375 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -83547.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83611.523438 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -83611.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83671.281250 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -83671.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83704.093750 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -83704.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83716.031250 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -83716.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83720.421875 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -83720.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83727.796875 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -83727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83728.773438 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -83728.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83728.773438 Penalty: 2154.542969
	Iteration 14F: 3 clusters Score -83728.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 75473 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 44860 members 
Mstep: Class 13 contains 119421 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 235 members 
Entering Unmasked Estep 
Score: -61602076.000000 Penalty: 34085.648438
Splitting cluster 16 changes total score from -61586436.000000 to -61602076.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 78348 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 44860 members 
Mstep: Class 13 contains 119421 members 
Mstep: Class 14 contains 61871 members 
Mstep: Class 16 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607140.000000 Penalty: 34085.648438
Iteration 39Q: 17 clusters Score -6.160714e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 71437 members 
Mstep: Class 7 contains 40280 members 
Mstep: Class 8 contains 78855 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 900 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 44326 members 
Mstep: Class 13 contains 122117 members 
Mstep: Class 14 contains 62356 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607948.000000 Penalty: 34085.648438
Iteration 40F: 17 clusters Score -6.160795e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 72082 members 
Mstep: Class 7 contains 39900 members 
Mstep: Class 8 contains 78903 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 23253 members 
Mstep: Class 12 contains 43799 members 
Mstep: Class 13 contains 122152 members 
Mstep: Class 14 contains 62334 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609852.000000 Penalty: 34085.648438
Iteration 41Q: 17 clusters Score -6.160985e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 72415 members 
Mstep: Class 7 contains 39606 members 
Mstep: Class 8 contains 79012 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 23378 members 
Mstep: Class 12 contains 43324 members 
Mstep: Class 13 contains 122051 members 
Mstep: Class 14 contains 62468 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610880.000000 Penalty: 34085.648438
Iteration 42Q: 17 clusters Score -6.161088e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 72623 members 
Mstep: Class 7 contains 39386 members 
Mstep: Class 8 contains 79152 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 23476 members 
Mstep: Class 12 contains 42887 members 
Mstep: Class 13 contains 121847 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611232.000000 Penalty: 34085.648438
Iteration 43Q: 17 clusters Score -6.161123e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 72713 members 
Mstep: Class 7 contains 39224 members 
Mstep: Class 8 contains 79276 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 23558 members 
Mstep: Class 12 contains 42528 members 
Mstep: Class 13 contains 121710 members 
Mstep: Class 14 contains 62832 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611532.000000 Penalty: 34085.648438
Iteration 44Q: 17 clusters Score -6.161153e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72724 members 
Mstep: Class 7 contains 39112 members 
Mstep: Class 8 contains 79392 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 42203 members 
Mstep: Class 13 contains 121650 members 
Mstep: Class 14 contains 62948 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611636.000000 Penalty: 34085.648438
Iteration 45Q: 17 clusters Score -6.161164e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 72729 members 
Mstep: Class 7 contains 39033 members 
Mstep: Class 8 contains 79459 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 23721 members 
Mstep: Class 12 contains 41900 members 
Mstep: Class 13 contains 121567 members 
Mstep: Class 14 contains 63078 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611844.000000 Penalty: 34085.648438
Iteration 46Q: 17 clusters Score -6.161184e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 72725 members 
Mstep: Class 7 contains 38962 members 
Mstep: Class 8 contains 79534 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 23790 members 
Mstep: Class 12 contains 41616 members 
Mstep: Class 13 contains 121494 members 
Mstep: Class 14 contains 63185 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611912.000000 Penalty: 34085.648438
Iteration 47Q: 17 clusters Score -6.161191e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 72704 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 79605 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 23852 members 
Mstep: Class 12 contains 41380 members 
Mstep: Class 13 contains 121442 members 
Mstep: Class 14 contains 63300 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611972.000000 Penalty: 34085.648438
Iteration 48Q: 17 clusters Score -6.161197e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 72674 members 
Mstep: Class 7 contains 38839 members 
Mstep: Class 8 contains 79641 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 926 members 
Mstep: Class 11 contains 23888 members 
Mstep: Class 12 contains 41191 members 
Mstep: Class 13 contains 121424 members 
Mstep: Class 14 contains 63378 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612128.000000 Penalty: 34085.648438
Iteration 49Q: 17 clusters Score -6.161213e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72646 members 
Mstep: Class 7 contains 38803 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 23911 members 
Mstep: Class 12 contains 41035 members 
Mstep: Class 13 contains 121418 members 
Mstep: Class 14 contains 63424 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612176.000000 Penalty: 34085.648438
Iteration 50Q: 17 clusters Score -6.161218e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 1487 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72617 members 
Mstep: Class 7 contains 38762 members 
Mstep: Class 8 contains 79702 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 23944 members 
Mstep: Class 12 contains 40899 members 
Mstep: Class 13 contains 121407 members 
Mstep: Class 14 contains 63460 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612272.000000 Penalty: 34085.648438
Iteration 51Q: 17 clusters Score -6.161227e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 38733 members 
Mstep: Class 8 contains 79717 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 23969 members 
Mstep: Class 12 contains 40788 members 
Mstep: Class 13 contains 121389 members 
Mstep: Class 14 contains 63488 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612372.000000 Penalty: 34085.648438
Iteration 52Q: 17 clusters Score -6.161237e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72568 members 
Mstep: Class 7 contains 38716 members 
Mstep: Class 8 contains 79746 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 926 members 
Mstep: Class 11 contains 23992 members 
Mstep: Class 12 contains 40680 members 
Mstep: Class 13 contains 121382 members 
Mstep: Class 14 contains 63501 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612324.000000 Penalty: 34085.648438
Iteration 53Q: 17 clusters Score -6.161232e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72545 members 
Mstep: Class 7 contains 38695 members 
Mstep: Class 8 contains 79777 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 923 members 
Mstep: Class 11 contains 24008 members 
Mstep: Class 12 contains 40585 members 
Mstep: Class 13 contains 121372 members 
Mstep: Class 14 contains 63532 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612380.000000 Penalty: 34085.648438
Iteration 54Q: 17 clusters Score -6.161238e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72537 members 
Mstep: Class 7 contains 38692 members 
Mstep: Class 8 contains 79806 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 24025 members 
Mstep: Class 12 contains 40478 members 
Mstep: Class 13 contains 121352 members 
Mstep: Class 14 contains 63563 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612416.000000 Penalty: 34085.648438
Iteration 55Q: 17 clusters Score -6.161242e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72521 members 
Mstep: Class 7 contains 38679 members 
Mstep: Class 8 contains 79840 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 24037 members 
Mstep: Class 12 contains 40396 members 
Mstep: Class 13 contains 121331 members 
Mstep: Class 14 contains 63597 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612464.000000 Penalty: 34085.648438
Iteration 56Q: 17 clusters Score -6.161246e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4972 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72523 members 
Mstep: Class 7 contains 38661 members 
Mstep: Class 8 contains 79853 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 24041 members 
Mstep: Class 12 contains 40318 members 
Mstep: Class 13 contains 121329 members 
Mstep: Class 14 contains 63610 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612492.000000 Penalty: 34085.648438
Iteration 57Q: 17 clusters Score -6.161249e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72521 members 
Mstep: Class 7 contains 38657 members 
Mstep: Class 8 contains 79874 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 24048 members 
Mstep: Class 12 contains 40245 members 
Mstep: Class 13 contains 121328 members 
Mstep: Class 14 contains 63611 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612596.000000 Penalty: 34085.648438
Iteration 58Q: 17 clusters Score -6.16126e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72510 members 
Mstep: Class 7 contains 38654 members 
Mstep: Class 8 contains 79902 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 24054 members 
Mstep: Class 12 contains 40170 members 
Mstep: Class 13 contains 121322 members 
Mstep: Class 14 contains 63624 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612596.000000 Penalty: 34085.648438
Iteration 59Q: 17 clusters Score -6.16126e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 72499 members 
Mstep: Class 7 contains 38650 members 
Mstep: Class 8 contains 79907 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 24060 members 
Mstep: Class 12 contains 40118 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63638 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612812.000000 Penalty: 34085.648438
Iteration 60F: 17 clusters Score -6.161281e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 72490 members 
Mstep: Class 7 contains 38641 members 
Mstep: Class 8 contains 79911 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 24062 members 
Mstep: Class 12 contains 40081 members 
Mstep: Class 13 contains 121315 members 
Mstep: Class 14 contains 63652 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613276.000000 Penalty: 34085.648438
Iteration 61Q: 17 clusters Score -6.161328e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 4604 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 72486 members 
Mstep: Class 7 contains 38635 members 
Mstep: Class 8 contains 79909 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 24064 members 
Mstep: Class 12 contains 40057 members 
Mstep: Class 13 contains 121316 members 
Mstep: Class 14 contains 63659 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613608.000000 Penalty: 34085.648438
Iteration 62Q: 17 clusters Score -6.161361e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 72483 members 
Mstep: Class 7 contains 38632 members 
Mstep: Class 8 contains 79907 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 24068 members 
Mstep: Class 12 contains 40038 members 
Mstep: Class 13 contains 121318 members 
Mstep: Class 14 contains 63666 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613764.000000 Penalty: 34085.648438
Iteration 63Q: 17 clusters Score -6.161376e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 4975 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 38633 members 
Mstep: Class 8 contains 79904 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24075 members 
Mstep: Class 12 contains 40018 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63664 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613892.000000 Penalty: 34085.648438
Iteration 64Q: 17 clusters Score -6.161389e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 72468 members 
Mstep: Class 7 contains 38633 members 
Mstep: Class 8 contains 79892 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 24081 members 
Mstep: Class 12 contains 40004 members 
Mstep: Class 13 contains 121323 members 
Mstep: Class 14 contains 63677 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614064.000000 Penalty: 34085.648438
Iteration 65Q: 17 clusters Score -6.161406e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 72462 members 
Mstep: Class 7 contains 38642 members 
Mstep: Class 8 contains 79884 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 24085 members 
Mstep: Class 12 contains 39985 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63682 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614148.000000 Penalty: 34085.648438
Iteration 66Q: 17 clusters Score -6.161415e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 72461 members 
Mstep: Class 7 contains 38633 members 
Mstep: Class 8 contains 79881 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 24087 members 
Mstep: Class 12 contains 39965 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63688 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614216.000000 Penalty: 34085.648438
Iteration 67Q: 17 clusters Score -6.161422e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 72459 members 
Mstep: Class 7 contains 38626 members 
Mstep: Class 8 contains 79883 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 24093 members 
Mstep: Class 12 contains 39944 members 
Mstep: Class 13 contains 121319 members 
Mstep: Class 14 contains 63690 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614256.000000 Penalty: 34085.648438
Iteration 68Q: 17 clusters Score -6.161426e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 72457 members 
Mstep: Class 7 contains 38619 members 
Mstep: Class 8 contains 79886 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 24097 members 
Mstep: Class 12 contains 39919 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63691 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614300.000000 Penalty: 34085.648438
Iteration 69Q: 17 clusters Score -6.16143e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 72461 members 
Mstep: Class 7 contains 38610 members 
Mstep: Class 8 contains 79891 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 24099 members 
Mstep: Class 12 contains 39900 members 
Mstep: Class 13 contains 121323 members 
Mstep: Class 14 contains 63692 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614396.000000 Penalty: 34085.648438
Iteration 70Q: 17 clusters Score -6.16144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 72459 members 
Mstep: Class 7 contains 38602 members 
Mstep: Class 8 contains 79887 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24105 members 
Mstep: Class 12 contains 39886 members 
Mstep: Class 13 contains 121320 members 
Mstep: Class 14 contains 63696 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614496.000000 Penalty: 34085.648438
Iteration 71Q: 17 clusters Score -6.16145e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 72456 members 
Mstep: Class 7 contains 38589 members 
Mstep: Class 8 contains 79884 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24108 members 
Mstep: Class 12 contains 39875 members 
Mstep: Class 13 contains 121319 members 
Mstep: Class 14 contains 63700 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614532.000000 Penalty: 34085.648438
Iteration 72Q: 17 clusters Score -6.161453e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 72454 members 
Mstep: Class 7 contains 38577 members 
Mstep: Class 8 contains 79888 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24107 members 
Mstep: Class 12 contains 39862 members 
Mstep: Class 13 contains 121321 members 
Mstep: Class 14 contains 63706 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614620.000000 Penalty: 34085.648438
Iteration 73Q: 17 clusters Score -6.161462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 72454 members 
Mstep: Class 7 contains 38566 members 
Mstep: Class 8 contains 79892 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24109 members 
Mstep: Class 12 contains 39848 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 63704 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614664.000000 Penalty: 34085.648438
Iteration 74Q: 17 clusters Score -6.161466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 72457 members 
Mstep: Class 7 contains 38560 members 
Mstep: Class 8 contains 79893 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24112 members 
Mstep: Class 12 contains 39833 members 
Mstep: Class 13 contains 121322 members 
Mstep: Class 14 contains 63702 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614688.000000 Penalty: 34085.648438
Iteration 75Q: 17 clusters Score -6.161469e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 4521 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72455 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24114 members 
Mstep: Class 12 contains 39811 members 
Mstep: Class 13 contains 121321 members 
Mstep: Class 14 contains 63710 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614776.000000 Penalty: 34085.648438
Iteration 76Q: 17 clusters Score -6.161478e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 72456 members 
Mstep: Class 7 contains 38563 members 
Mstep: Class 8 contains 79896 members 
Mstep: Class 9 contains 308 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24116 members 
Mstep: Class 12 contains 39794 members 
Mstep: Class 13 contains 121314 members 
Mstep: Class 14 contains 63713 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614872.000000 Penalty: 34085.648438
Iteration 77Q: 17 clusters Score -6.161487e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 72454 members 
Mstep: Class 7 contains 38567 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 313 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24119 members 
Mstep: Class 12 contains 39775 members 
Mstep: Class 13 contains 121311 members 
Mstep: Class 14 contains 63709 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614908.000000 Penalty: 34085.648438
Iteration 78Q: 17 clusters Score -6.161491e+07 nChanged 80
Entering ConstructFrom: 
Score: -61614908.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (40241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Entering Unmasked Estep 
Score: -5149261.000000 Penalty: 1722.929321
	Iteration 0F: 2 clusters Score -5149261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5122407.000000 Penalty: 3445.858643
	Iteration 0F: 3 clusters Score -5122407 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5133104.500000 Penalty: 3445.858643
	Iteration 1F: 3 clusters Score -5133104 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5133781.500000 Penalty: 3445.858643
	Iteration 2Q: 3 clusters Score -5133782 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5134613.000000 Penalty: 3445.858643
	Iteration 3Q: 3 clusters Score -5134613 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5135748.000000 Penalty: 3445.858643
	Iteration 4F: 3 clusters Score -5135748 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5137466.500000 Penalty: 3445.858643
	Iteration 5F: 3 clusters Score -5137466 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5139591.000000 Penalty: 3445.858643
	Iteration 6F: 3 clusters Score -5139591 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -5141937.000000 Penalty: 3445.858643
	Iteration 7F: 3 clusters Score -5141937 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -5143677.000000 Penalty: 3445.858643
	Iteration 8F: 3 clusters Score -5143677 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5144614.000000 Penalty: 3445.858643
	Iteration 9Q: 3 clusters Score -5144614 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5144997.000000 Penalty: 3445.858643
	Iteration 10Q: 3 clusters Score -5144997 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5145266.500000 Penalty: 3445.858643
	Iteration 11Q: 3 clusters Score -5145266 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5145430.000000 Penalty: 3445.858643
	Iteration 12Q: 3 clusters Score -5145430 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5145546.500000 Penalty: 3445.858643
	Iteration 13Q: 3 clusters Score -5145546 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5145641.000000 Penalty: 3445.858643
	Iteration 14Q: 3 clusters Score -5145641 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5145741.500000 Penalty: 3445.858643
	Iteration 15Q: 3 clusters Score -5145742 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5145795.500000 Penalty: 3445.858643
	Iteration 16Q: 3 clusters Score -5145796 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5145870.500000 Penalty: 3445.858643
	Iteration 17Q: 3 clusters Score -5145870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -5145915.500000 Penalty: 3445.858643
	Iteration 18Q: 3 clusters Score -5145916 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5145960.000000 Penalty: 3445.858643
	Iteration 19Q: 3 clusters Score -5145960 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5145990.000000 Penalty: 3445.858643
	Iteration 20F: 3 clusters Score -5145990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5145989.500000 Penalty: 3445.858643
	Iteration 21Q: 3 clusters Score -5145990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5146031.000000 Penalty: 3445.858643
	Iteration 22Q: 3 clusters Score -5146031 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -5146063.000000 Penalty: 3445.858643
	Iteration 23Q: 3 clusters Score -5146063 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5146075.500000 Penalty: 3445.858643
	Iteration 24Q: 3 clusters Score -5146076 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5146101.500000 Penalty: 3445.858643
	Iteration 25Q: 3 clusters Score -5146102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5146136.000000 Penalty: 3445.858643
	Iteration 26Q: 3 clusters Score -5146136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5146161.000000 Penalty: 3445.858643
	Iteration 27Q: 3 clusters Score -5146161 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5146209.000000 Penalty: 3445.858643
	Iteration 28Q: 3 clusters Score -5146209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5146249.500000 Penalty: 3445.858643
	Iteration 29Q: 3 clusters Score -5146250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5146280.500000 Penalty: 3445.858643
	Iteration 30Q: 3 clusters Score -5146280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5146282.500000 Penalty: 3445.858643
	Iteration 31Q: 3 clusters Score -5146282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5146322.000000 Penalty: 3445.858643
	Iteration 32Q: 3 clusters Score -5146322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5146350.000000 Penalty: 3445.858643
	Iteration 33Q: 3 clusters Score -5146350 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5146397.500000 Penalty: 3445.858643
	Iteration 34Q: 3 clusters Score -5146398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5146408.500000 Penalty: 3445.858643
	Iteration 35Q: 3 clusters Score -5146408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -5146441.000000 Penalty: 3445.858643
	Iteration 36Q: 3 clusters Score -5146441 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5146476.500000 Penalty: 3445.858643
	Iteration 37Q: 3 clusters Score -5146476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5146538.000000 Penalty: 3445.858643
	Iteration 38Q: 3 clusters Score -5146538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -5146561.000000 Penalty: 3445.858643
	Iteration 39Q: 3 clusters Score -5146561 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5146579.000000 Penalty: 3445.858643
	Iteration 40F: 3 clusters Score -5146579 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5146604.000000 Penalty: 3445.858643
	Iteration 41Q: 3 clusters Score -5146604 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5146617.500000 Penalty: 3445.858643
	Iteration 42Q: 3 clusters Score -5146618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -5146641.500000 Penalty: 3445.858643
	Iteration 43Q: 3 clusters Score -5146642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -5146656.000000 Penalty: 3445.858643
	Iteration 44Q: 3 clusters Score -5146656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5146677.500000 Penalty: 3445.858643
	Iteration 45Q: 3 clusters Score -5146678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5146689.500000 Penalty: 3445.858643
	Iteration 46Q: 3 clusters Score -5146690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -5146685.000000 Penalty: 3445.858643
	Iteration 47Q: 3 clusters Score -5146685 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5146706.500000 Penalty: 3445.858643
	Iteration 48Q: 3 clusters Score -5146706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -5146730.000000 Penalty: 3445.858643
	Iteration 49Q: 3 clusters Score -5146730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5146755.000000 Penalty: 3445.858643
	Iteration 50Q: 3 clusters Score -5146755 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5146764.000000 Penalty: 3445.858643
	Iteration 51Q: 3 clusters Score -5146764 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5146777.000000 Penalty: 3445.858643
	Iteration 52Q: 3 clusters Score -5146777 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5146794.000000 Penalty: 3445.858643
	Iteration 53Q: 3 clusters Score -5146794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -5146815.500000 Penalty: 3445.858643
	Iteration 54Q: 3 clusters Score -5146816 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5146828.000000 Penalty: 3445.858643
	Iteration 55Q: 3 clusters Score -5146828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5146839.000000 Penalty: 3445.858643
	Iteration 56Q: 3 clusters Score -5146839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5146841.000000 Penalty: 3445.858643
	Iteration 57Q: 3 clusters Score -5146841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5146842.000000 Penalty: 3445.858643
	Iteration 58Q: 3 clusters Score -5146842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -5146849.500000 Penalty: 3445.858643
	Iteration 59Q: 3 clusters Score -5146850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -5146859.500000 Penalty: 3445.858643
	Iteration 60F: 3 clusters Score -5146860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -5146873.000000 Penalty: 3445.858643
	Iteration 61Q: 3 clusters Score -5146873 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -5146881.000000 Penalty: 3445.858643
	Iteration 62Q: 3 clusters Score -5146881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5146897.000000 Penalty: 3445.858643
	Iteration 63Q: 3 clusters Score -5146897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5146927.000000 Penalty: 3445.858643
	Iteration 64Q: 3 clusters Score -5146927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -5146934.000000 Penalty: 3445.858643
	Iteration 65Q: 3 clusters Score -5146934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -5146964.000000 Penalty: 3445.858643
	Iteration 66Q: 3 clusters Score -5146964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5146976.500000 Penalty: 3445.858643
	Iteration 67Q: 3 clusters Score -5146976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5146993.000000 Penalty: 3445.858643
	Iteration 68Q: 3 clusters Score -5146993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5147001.500000 Penalty: 3445.858643
	Iteration 69Q: 3 clusters Score -5147002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -5147011.000000 Penalty: 3445.858643
	Iteration 70Q: 3 clusters Score -5147011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5147033.500000 Penalty: 3445.858643
	Iteration 71Q: 3 clusters Score -5147034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5147048.000000 Penalty: 3445.858643
	Iteration 72Q: 3 clusters Score -5147048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -5147048.500000 Penalty: 3445.858643
	Iteration 73Q: 3 clusters Score -5147048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5147062.000000 Penalty: 3445.858643
	Iteration 74Q: 3 clusters Score -5147062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5147076.000000 Penalty: 3445.858643
	Iteration 75Q: 3 clusters Score -5147076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5147080.500000 Penalty: 3445.858643
	Iteration 76Q: 3 clusters Score -5147080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5147071.000000 Penalty: 3445.858643
	Iteration 77Q: 3 clusters Score -5147071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5147085.000000 Penalty: 3445.858643
	Iteration 78Q: 3 clusters Score -5147085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5147107.000000 Penalty: 3445.858643
	Iteration 79Q: 3 clusters Score -5147107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5147107.000000 Penalty: 3445.858643
	Iteration 80F: 3 clusters Score -5147107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -5147113.000000 Penalty: 3445.858643
	Iteration 81Q: 3 clusters Score -5147113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5147112.500000 Penalty: 3445.858643
	Iteration 82Q: 3 clusters Score -5147112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5147122.500000 Penalty: 3445.858643
	Iteration 83Q: 3 clusters Score -5147122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -5147122.000000 Penalty: 3445.858643
	Iteration 84Q: 3 clusters Score -5147122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -5147138.500000 Penalty: 3445.858643
	Iteration 85Q: 3 clusters Score -5147138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -5147149.500000 Penalty: 3445.858643
	Iteration 86Q: 3 clusters Score -5147150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5147167.500000 Penalty: 3445.858643
	Iteration 87Q: 3 clusters Score -5147168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5147175.000000 Penalty: 3445.858643
	Iteration 88Q: 3 clusters Score -5147175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5147179.500000 Penalty: 3445.858643
	Iteration 89Q: 3 clusters Score -5147180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5147188.500000 Penalty: 3445.858643
	Iteration 90Q: 3 clusters Score -5147188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5147198.000000 Penalty: 3445.858643
	Iteration 91Q: 3 clusters Score -5147198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5147217.500000 Penalty: 3445.858643
	Iteration 92Q: 3 clusters Score -5147218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5147207.000000 Penalty: 3445.858643
	Iteration 93Q: 3 clusters Score -5147207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5147203.500000 Penalty: 3445.858643
	Iteration 94Q: 3 clusters Score -5147204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5147204.000000 Penalty: 3445.858643
	Iteration 95Q: 3 clusters Score -5147204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5147223.500000 Penalty: 3445.858643
	Iteration 96Q: 3 clusters Score -5147224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5147227.500000 Penalty: 3445.858643
	Iteration 97Q: 3 clusters Score -5147228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5147221.000000 Penalty: 3445.858643
	Iteration 98Q: 3 clusters Score -5147221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5147227.500000 Penalty: 3445.858643
	Iteration 99Q: 3 clusters Score -5147228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -5147235.000000 Penalty: 3445.858643
	Iteration 100F: 3 clusters Score -5147235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5147237.000000 Penalty: 3445.858643
	Iteration 101Q: 3 clusters Score -5147237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5147236.000000 Penalty: 3445.858643
	Iteration 102Q: 3 clusters Score -5147236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5147246.500000 Penalty: 3445.858643
	Iteration 103Q: 3 clusters Score -5147246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5147242.500000 Penalty: 3445.858643
	Iteration 104Q: 3 clusters Score -5147242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5147244.500000 Penalty: 3445.858643
	Iteration 105Q: 3 clusters Score -5147244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5147234.500000 Penalty: 3445.858643
	Iteration 106Q: 3 clusters Score -5147234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5147240.500000 Penalty: 3445.858643
	Iteration 107Q: 3 clusters Score -5147240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5147248.500000 Penalty: 3445.858643
	Iteration 108Q: 3 clusters Score -5147248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5147250.000000 Penalty: 3445.858643
	Iteration 109Q: 3 clusters Score -5147250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5147249.500000 Penalty: 3445.858643
	Iteration 110Q: 3 clusters Score -5147250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5147257.000000 Penalty: 3445.858643
	Iteration 111Q: 3 clusters Score -5147257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -5147254.000000 Penalty: 3445.858643
	Iteration 112Q: 3 clusters Score -5147254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5147256.000000 Penalty: 3445.858643
	Iteration 113Q: 3 clusters Score -5147256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5147256.500000 Penalty: 3445.858643
	Iteration 114Q: 3 clusters Score -5147256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5147263.000000 Penalty: 3445.858643
	Iteration 115Q: 3 clusters Score -5147263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5147266.500000 Penalty: 3445.858643
	Iteration 116Q: 3 clusters Score -5147266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5147264.000000 Penalty: 3445.858643
	Iteration 117Q: 3 clusters Score -5147264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5147264.000000 Penalty: 3445.858643
	Iteration 118Q: 3 clusters Score -5147264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5147262.000000 Penalty: 3445.858643
	Iteration 119Q: 3 clusters Score -5147262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5147255.000000 Penalty: 3445.858643
	Iteration 120F: 3 clusters Score -5147255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5147259.500000 Penalty: 3445.858643
	Iteration 121Q: 3 clusters Score -5147260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5147265.500000 Penalty: 3445.858643
	Iteration 122Q: 3 clusters Score -5147266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5147277.500000 Penalty: 3445.858643
	Iteration 123Q: 3 clusters Score -5147278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5147272.500000 Penalty: 3445.858643
	Iteration 124Q: 3 clusters Score -5147272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5147278.000000 Penalty: 3445.858643
	Iteration 125Q: 3 clusters Score -5147278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5147278.000000 Penalty: 3445.858643
	Iteration 126Q: 3 clusters Score -5147278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5147286.000000 Penalty: 3445.858643
	Iteration 127Q: 3 clusters Score -5147286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5147278.500000 Penalty: 3445.858643
	Iteration 128Q: 3 clusters Score -5147278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5147281.500000 Penalty: 3445.858643
	Iteration 129Q: 3 clusters Score -5147282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5147282.000000 Penalty: 3445.858643
	Iteration 130Q: 3 clusters Score -5147282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5147280.000000 Penalty: 3445.858643
	Iteration 131Q: 3 clusters Score -5147280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5147279.000000 Penalty: 3445.858643
	Iteration 132Q: 3 clusters Score -5147279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5147279.500000 Penalty: 3445.858643
	Iteration 133Q: 3 clusters Score -5147280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5147277.500000 Penalty: 3445.858643
	Iteration 134Q: 3 clusters Score -5147278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5147276.000000 Penalty: 3445.858643
	Iteration 135Q: 3 clusters Score -5147276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5147275.500000 Penalty: 3445.858643
	Iteration 136Q: 3 clusters Score -5147276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5147275.500000 Penalty: 3445.858643
	Iteration 137F: 3 clusters Score -5147276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -527698.750000 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -527698.8 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 2252 members 
Entering Unmasked Estep 
Score: -524070.531250 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -524070.5 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -525140.000000 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -525140 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -525362.375000 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -525362.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -525544.562500 Penalty: 2734.134521
	Iteration 3F: 3 clusters Score -525544.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -525706.687500 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -525706.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -525889.375000 Penalty: 2734.134521
	Iteration 5F: 3 clusters Score -525889.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -526077.437500 Penalty: 2734.134521
	Iteration 6F: 3 clusters Score -526077.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -526243.062500 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -526243.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -526361.875000 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -526361.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -526438.062500 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -526438.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -526495.125000 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -526495.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -526537.312500 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -526537.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -526561.375000 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -526561.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -526584.187500 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -526584.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -526599.125000 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -526599.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -526607.687500 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -526607.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -526611.750000 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -526611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -526615.062500 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -526615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -526616.562500 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -526616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -526618.625000 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -526618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -526620.937500 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -526620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -526624.187500 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -526624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -526626.937500 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -526626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -526629.062500 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -526629.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -526632.812500 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -526632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -526637.250000 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -526637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -526640.500000 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -526640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -526644.000000 Penalty: 2734.134521
	Iteration 27Q: 3 clusters Score -526644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -526646.875000 Penalty: 2734.134521
	Iteration 28Q: 3 clusters Score -526646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -526651.062500 Penalty: 2734.134521
	Iteration 29Q: 3 clusters Score -526651.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -526654.812500 Penalty: 2734.134521
	Iteration 30Q: 3 clusters Score -526654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -526655.875000 Penalty: 2734.134521
	Iteration 31Q: 3 clusters Score -526655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -526658.062500 Penalty: 2734.134521
	Iteration 32Q: 3 clusters Score -526658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -526660.250000 Penalty: 2734.134521
	Iteration 33Q: 3 clusters Score -526660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -526660.687500 Penalty: 2734.134521
	Iteration 34Q: 3 clusters Score -526660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -526661.250000 Penalty: 2734.134521
	Iteration 35Q: 3 clusters Score -526661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -526662.562500 Penalty: 2734.134521
	Iteration 36Q: 3 clusters Score -526662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -526662.187500 Penalty: 2734.134521
	Iteration 37Q: 3 clusters Score -526662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -526664.437500 Penalty: 2734.134521
	Iteration 38Q: 3 clusters Score -526664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -526666.875000 Penalty: 2734.134521
	Iteration 39Q: 3 clusters Score -526666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -526668.437500 Penalty: 2734.134521
	Iteration 40F: 3 clusters Score -526668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -526671.187500 Penalty: 2734.134521
	Iteration 41Q: 3 clusters Score -526671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -526672.062500 Penalty: 2734.134521
	Iteration 42Q: 3 clusters Score -526672.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -526675.250000 Penalty: 2734.134521
	Iteration 43Q: 3 clusters Score -526675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -526677.562500 Penalty: 2734.134521
	Iteration 44Q: 3 clusters Score -526677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -526679.125000 Penalty: 2734.134521
	Iteration 45Q: 3 clusters Score -526679.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -526681.562500 Penalty: 2734.134521
	Iteration 46Q: 3 clusters Score -526681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -526685.187500 Penalty: 2734.134521
	Iteration 47Q: 3 clusters Score -526685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -526686.812500 Penalty: 2734.134521
	Iteration 48Q: 3 clusters Score -526686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -526687.312500 Penalty: 2734.134521
	Iteration 49Q: 3 clusters Score -526687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -526687.937500 Penalty: 2734.134521
	Iteration 50Q: 3 clusters Score -526687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -526690.375000 Penalty: 2734.134521
	Iteration 51Q: 3 clusters Score -526690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -526692.875000 Penalty: 2734.134521
	Iteration 52Q: 3 clusters Score -526692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -526697.375000 Penalty: 2734.134521
	Iteration 53Q: 3 clusters Score -526697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -526700.562500 Penalty: 2734.134521
	Iteration 54Q: 3 clusters Score -526700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -526705.062500 Penalty: 2734.134521
	Iteration 55Q: 3 clusters Score -526705.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -526707.437500 Penalty: 2734.134521
	Iteration 56Q: 3 clusters Score -526707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -526707.812500 Penalty: 2734.134521
	Iteration 57Q: 3 clusters Score -526707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -526709.250000 Penalty: 2734.134521
	Iteration 58Q: 3 clusters Score -526709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -526711.937500 Penalty: 2734.134521
	Iteration 59Q: 3 clusters Score -526711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -526715.312500 Penalty: 2734.134521
	Iteration 60F: 3 clusters Score -526715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -526715.625000 Penalty: 2734.134521
	Iteration 61Q: 3 clusters Score -526715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -526717.750000 Penalty: 2734.134521
	Iteration 62Q: 3 clusters Score -526717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -526719.812500 Penalty: 2734.134521
	Iteration 63Q: 3 clusters Score -526719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -526722.125000 Penalty: 2734.134521
	Iteration 64Q: 3 clusters Score -526722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -526724.687500 Penalty: 2734.134521
	Iteration 65Q: 3 clusters Score -526724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -526727.625000 Penalty: 2734.134521
	Iteration 66Q: 3 clusters Score -526727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -526731.375000 Penalty: 2734.134521
	Iteration 67Q: 3 clusters Score -526731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -526731.875000 Penalty: 2734.134521
	Iteration 68Q: 3 clusters Score -526731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -526733.625000 Penalty: 2734.134521
	Iteration 69Q: 3 clusters Score -526733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -526733.062500 Penalty: 2734.134521
	Iteration 70Q: 3 clusters Score -526733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -526733.562500 Penalty: 2734.134521
	Iteration 71Q: 3 clusters Score -526733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -526734.875000 Penalty: 2734.134521
	Iteration 72Q: 3 clusters Score -526734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -526734.875000 Penalty: 2734.134521
	Iteration 73Q: 3 clusters Score -526734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -526736.687500 Penalty: 2734.134521
	Iteration 74Q: 3 clusters Score -526736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -526737.062500 Penalty: 2734.134521
	Iteration 75Q: 3 clusters Score -526737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -526738.125000 Penalty: 2734.134521
	Iteration 76Q: 3 clusters Score -526738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -526737.750000 Penalty: 2734.134521
	Iteration 77Q: 3 clusters Score -526737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -526737.750000 Penalty: 2734.134521
	Iteration 78F: 3 clusters Score -526737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -166989.125000 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -166989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165297.781250 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -165297.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165612.171875 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -165612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165710.984375 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -165711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165757.953125 Penalty: 2353.909180
	Iteration 3Q: 3 clusters Score -165758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165785.625000 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -165785.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165806.640625 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -165806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165824.781250 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -165824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165843.359375 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -165843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165854.296875 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -165854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165861.687500 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -165861.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165866.765625 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -165866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165872.984375 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -165873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165877.828125 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -165877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165880.281250 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -165880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165881.250000 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -165881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165881.250000 Penalty: 2353.909180
	Iteration 15F: 3 clusters Score -165881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -627806.562500 Penalty: 1383.425171
	Iteration 0F: 2 clusters Score -627806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -623817.625000 Penalty: 2766.850342
	Iteration 0F: 3 clusters Score -623817.6 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -624877.812500 Penalty: 2766.850342
	Iteration 1F: 3 clusters Score -624877.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -625085.062500 Penalty: 2766.850342
	Iteration 2F: 3 clusters Score -625085.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -625195.250000 Penalty: 2766.850342
	Iteration 3Q: 3 clusters Score -625195.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -625273.375000 Penalty: 2766.850342
	Iteration 4Q: 3 clusters Score -625273.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -625335.375000 Penalty: 2766.850342
	Iteration 5Q: 3 clusters Score -625335.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -625376.000000 Penalty: 2766.850342
	Iteration 6Q: 3 clusters Score -625376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -625406.562500 Penalty: 2766.850342
	Iteration 7Q: 3 clusters Score -625406.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -625429.000000 Penalty: 2766.850342
	Iteration 8Q: 3 clusters Score -625429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -625451.375000 Penalty: 2766.850342
	Iteration 9Q: 3 clusters Score -625451.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -625472.750000 Penalty: 2766.850342
	Iteration 10Q: 3 clusters Score -625472.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -625492.312500 Penalty: 2766.850342
	Iteration 11Q: 3 clusters Score -625492.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625505.562500 Penalty: 2766.850342
	Iteration 12Q: 3 clusters Score -625505.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -625515.250000 Penalty: 2766.850342
	Iteration 13Q: 3 clusters Score -625515.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -625528.937500 Penalty: 2766.850342
	Iteration 14Q: 3 clusters Score -625528.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -625541.062500 Penalty: 2766.850342
	Iteration 15Q: 3 clusters Score -625541.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -625556.750000 Penalty: 2766.850342
	Iteration 16Q: 3 clusters Score -625556.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -625576.250000 Penalty: 2766.850342
	Iteration 17Q: 3 clusters Score -625576.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -625594.500000 Penalty: 2766.850342
	Iteration 18Q: 3 clusters Score -625594.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -625617.250000 Penalty: 2766.850342
	Iteration 19Q: 3 clusters Score -625617.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -625642.000000 Penalty: 2766.850342
	Iteration 20F: 3 clusters Score -625642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -625668.687500 Penalty: 2766.850342
	Iteration 21Q: 3 clusters Score -625668.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -625702.375000 Penalty: 2766.850342
	Iteration 22Q: 3 clusters Score -625702.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -625727.312500 Penalty: 2766.850342
	Iteration 23Q: 3 clusters Score -625727.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -625758.500000 Penalty: 2766.850342
	Iteration 24Q: 3 clusters Score -625758.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -625797.750000 Penalty: 2766.850342
	Iteration 25Q: 3 clusters Score -625797.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -625845.625000 Penalty: 2766.850342
	Iteration 26Q: 3 clusters Score -625845.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -625905.187500 Penalty: 2766.850342
	Iteration 27Q: 3 clusters Score -625905.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -625982.125000 Penalty: 2766.850342
	Iteration 28Q: 3 clusters Score -625982.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -626063.875000 Penalty: 2766.850342
	Iteration 29Q: 3 clusters Score -626063.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -626140.562500 Penalty: 2766.850342
	Iteration 30Q: 3 clusters Score -626140.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -626210.437500 Penalty: 2766.850342
	Iteration 31Q: 3 clusters Score -626210.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -626278.375000 Penalty: 2766.850342
	Iteration 32Q: 3 clusters Score -626278.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -626334.937500 Penalty: 2766.850342
	Iteration 33Q: 3 clusters Score -626334.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -626381.625000 Penalty: 2766.850342
	Iteration 34Q: 3 clusters Score -626381.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -626430.375000 Penalty: 2766.850342
	Iteration 35Q: 3 clusters Score -626430.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -626478.812500 Penalty: 2766.850342
	Iteration 36Q: 3 clusters Score -626478.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -626511.875000 Penalty: 2766.850342
	Iteration 37Q: 3 clusters Score -626511.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -626545.875000 Penalty: 2766.850342
	Iteration 38Q: 3 clusters Score -626545.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -626574.250000 Penalty: 2766.850342
	Iteration 39Q: 3 clusters Score -626574.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -626594.500000 Penalty: 2766.850342
	Iteration 40F: 3 clusters Score -626594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -626609.937500 Penalty: 2766.850342
	Iteration 41Q: 3 clusters Score -626609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -626621.625000 Penalty: 2766.850342
	Iteration 42Q: 3 clusters Score -626621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -626629.312500 Penalty: 2766.850342
	Iteration 43Q: 3 clusters Score -626629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -626636.625000 Penalty: 2766.850342
	Iteration 44Q: 3 clusters Score -626636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -626644.312500 Penalty: 2766.850342
	Iteration 45Q: 3 clusters Score -626644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -626651.250000 Penalty: 2766.850342
	Iteration 46Q: 3 clusters Score -626651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -626653.187500 Penalty: 2766.850342
	Iteration 47Q: 3 clusters Score -626653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -626656.875000 Penalty: 2766.850342
	Iteration 48Q: 3 clusters Score -626656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -626659.375000 Penalty: 2766.850342
	Iteration 49Q: 3 clusters Score -626659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -626660.312500 Penalty: 2766.850342
	Iteration 50Q: 3 clusters Score -626660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -626661.125000 Penalty: 2766.850342
	Iteration 51Q: 3 clusters Score -626661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -626663.937500 Penalty: 2766.850342
	Iteration 52Q: 3 clusters Score -626663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -626664.375000 Penalty: 2766.850342
	Iteration 53Q: 3 clusters Score -626664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -626667.187500 Penalty: 2766.850342
	Iteration 54Q: 3 clusters Score -626667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -626667.187500 Penalty: 2766.850342
	Iteration 55F: 3 clusters Score -626667.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48485.972656 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -48485.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47731.500000 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -47731.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48210.511719 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -48210.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48541.613281 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -48541.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -48695.140625 Penalty: 2020.396973
	Iteration 3F: 3 clusters Score -48695.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48790.644531 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -48790.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48810.148438 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -48810.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48811.261719 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -48811.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48811.261719 Penalty: 2020.396973
	Iteration 7F: 3 clusters Score -48811.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 38569 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24128 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 121312 members 
Mstep: Class 14 contains 63707 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 133 members 
Entering Unmasked Estep 
Score: -61614092.000000 Penalty: 36216.003906
Splitting cluster 5 changes total score from -61614908.000000 to -61614092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (72451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Entering Unmasked Estep 
Score: -9227693.000000 Penalty: 1818.483276
	Iteration 0F: 2 clusters Score -9227693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -9180025.000000 Penalty: 3636.966553
	Iteration 0F: 3 clusters Score -9180025 nChanged 34342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -9199794.000000 Penalty: 3636.966553
	Iteration 1F: 3 clusters Score -9199794 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9200179.000000 Penalty: 3636.966553
	Iteration 2Q: 3 clusters Score -9200179 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -9200718.000000 Penalty: 3636.966553
	Iteration 3Q: 3 clusters Score -9200718 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -9201426.000000 Penalty: 3636.966553
	Iteration 4Q: 3 clusters Score -9201426 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -9202378.000000 Penalty: 3636.966553
	Iteration 5Q: 3 clusters Score -9202378 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -9203960.000000 Penalty: 3636.966553
	Iteration 6Q: 3 clusters Score -9203960 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9206839.000000 Penalty: 3636.966553
	Iteration 7F: 3 clusters Score -9206839 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -9211292.000000 Penalty: 3636.966553
	Iteration 8F: 3 clusters Score -9211292 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -9216566.000000 Penalty: 3636.966553
	Iteration 9F: 3 clusters Score -9216566 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -9221071.000000 Penalty: 3636.966553
	Iteration 10F: 3 clusters Score -9221071 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9223850.000000 Penalty: 3636.966553
	Iteration 11Q: 3 clusters Score -9223850 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -9225138.000000 Penalty: 3636.966553
	Iteration 12Q: 3 clusters Score -9225138 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -9225608.000000 Penalty: 3636.966553
	Iteration 13Q: 3 clusters Score -9225608 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -9225823.000000 Penalty: 3636.966553
	Iteration 14Q: 3 clusters Score -9225823 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -9225927.000000 Penalty: 3636.966553
	Iteration 15Q: 3 clusters Score -9225927 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -9226001.000000 Penalty: 3636.966553
	Iteration 16Q: 3 clusters Score -9226001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -9226031.000000 Penalty: 3636.966553
	Iteration 17Q: 3 clusters Score -9226031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -9226039.000000 Penalty: 3636.966553
	Iteration 18Q: 3 clusters Score -9226039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -9226065.000000 Penalty: 3636.966553
	Iteration 19Q: 3 clusters Score -9226065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -9226074.000000 Penalty: 3636.966553
	Iteration 20F: 3 clusters Score -9226074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -9226079.000000 Penalty: 3636.966553
	Iteration 21Q: 3 clusters Score -9226079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -9226088.000000 Penalty: 3636.966553
	Iteration 22Q: 3 clusters Score -9226088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -9226087.000000 Penalty: 3636.966553
	Iteration 23Q: 3 clusters Score -9226087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -9226093.000000 Penalty: 3636.966553
	Iteration 24Q: 3 clusters Score -9226093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -9226094.000000 Penalty: 3636.966553
	Iteration 25Q: 3 clusters Score -9226094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -9226097.000000 Penalty: 3636.966553
	Iteration 26Q: 3 clusters Score -9226097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -9226098.000000 Penalty: 3636.966553
	Iteration 27Q: 3 clusters Score -9226098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -9226098.000000 Penalty: 3636.966553
	Iteration 28F: 3 clusters Score -9226098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Entering Unmasked Estep 
Score: -4723225.500000 Penalty: 1716.033203
	Iteration 0F: 2 clusters Score -4723226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4697279.000000 Penalty: 3432.066406
	Iteration 0F: 3 clusters Score -4697279 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4707645.500000 Penalty: 3432.066406
	Iteration 1F: 3 clusters Score -4707646 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4708277.000000 Penalty: 3432.066406
	Iteration 2Q: 3 clusters Score -4708277 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4709008.000000 Penalty: 3432.066406
	Iteration 3Q: 3 clusters Score -4709008 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4709969.000000 Penalty: 3432.066406
	Iteration 4F: 3 clusters Score -4709969 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4711409.000000 Penalty: 3432.066406
	Iteration 5F: 3 clusters Score -4711409 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4713387.500000 Penalty: 3432.066406
	Iteration 6F: 3 clusters Score -4713388 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4715914.500000 Penalty: 3432.066406
	Iteration 7F: 3 clusters Score -4715914 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4718310.000000 Penalty: 3432.066406
	Iteration 8F: 3 clusters Score -4718310 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4719953.000000 Penalty: 3432.066406
	Iteration 9Q: 3 clusters Score -4719953 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4720821.500000 Penalty: 3432.066406
	Iteration 10Q: 3 clusters Score -4720822 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4721271.500000 Penalty: 3432.066406
	Iteration 11Q: 3 clusters Score -4721272 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4721511.000000 Penalty: 3432.066406
	Iteration 12Q: 3 clusters Score -4721511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4721608.000000 Penalty: 3432.066406
	Iteration 13Q: 3 clusters Score -4721608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4721665.000000 Penalty: 3432.066406
	Iteration 14Q: 3 clusters Score -4721665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4721704.500000 Penalty: 3432.066406
	Iteration 15Q: 3 clusters Score -4721704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4721728.500000 Penalty: 3432.066406
	Iteration 16Q: 3 clusters Score -4721728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4721742.000000 Penalty: 3432.066406
	Iteration 17Q: 3 clusters Score -4721742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4721757.000000 Penalty: 3432.066406
	Iteration 18Q: 3 clusters Score -4721757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4721770.500000 Penalty: 3432.066406
	Iteration 19Q: 3 clusters Score -4721770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -4721766.500000 Penalty: 3432.066406
	Iteration 20F: 3 clusters Score -4721766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4721767.500000 Penalty: 3432.066406
	Iteration 21Q: 3 clusters Score -4721768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -4721766.000000 Penalty: 3432.066406
	Iteration 22Q: 3 clusters Score -4721766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4721766.500000 Penalty: 3432.066406
	Iteration 23Q: 3 clusters Score -4721766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4721766.500000 Penalty: 3432.066406
	Iteration 24F: 3 clusters Score -4721766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Entering Unmasked Estep 
Score: -10225213.000000 Penalty: 1834.380127
	Iteration 0F: 2 clusters Score -1.022521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -10174120.000000 Penalty: 3668.760254
	Iteration 0F: 3 clusters Score -1.017412e+07 nChanged 37767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -10196134.000000 Penalty: 3668.760254
	Iteration 1F: 3 clusters Score -1.019613e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -10196736.000000 Penalty: 3668.760254
	Iteration 2Q: 3 clusters Score -1.019674e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -10197494.000000 Penalty: 3668.760254
	Iteration 3Q: 3 clusters Score -1.019749e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -10198637.000000 Penalty: 3668.760254
	Iteration 4Q: 3 clusters Score -1.019864e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -10200310.000000 Penalty: 3668.760254
	Iteration 5Q: 3 clusters Score -1.020031e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -10203080.000000 Penalty: 3668.760254
	Iteration 6F: 3 clusters Score -1.020308e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -10207298.000000 Penalty: 3668.760254
	Iteration 7F: 3 clusters Score -1.02073e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -10212553.000000 Penalty: 3668.760254
	Iteration 8F: 3 clusters Score -1.021255e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -10217347.000000 Penalty: 3668.760254
	Iteration 9F: 3 clusters Score -1.021735e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -10220620.000000 Penalty: 3668.760254
	Iteration 10Q: 3 clusters Score -1.022062e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -10221943.000000 Penalty: 3668.760254
	Iteration 11Q: 3 clusters Score -1.022194e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -10222423.000000 Penalty: 3668.760254
	Iteration 12Q: 3 clusters Score -1.022242e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -10222681.000000 Penalty: 3668.760254
	Iteration 13Q: 3 clusters Score -1.022268e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -10222895.000000 Penalty: 3668.760254
	Iteration 14Q: 3 clusters Score -1.02229e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -10222994.000000 Penalty: 3668.760254
	Iteration 15Q: 3 clusters Score -1.022299e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -10223096.000000 Penalty: 3668.760254
	Iteration 16Q: 3 clusters Score -1.02231e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -10223120.000000 Penalty: 3668.760254
	Iteration 17Q: 3 clusters Score -1.022312e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -10223129.000000 Penalty: 3668.760254
	Iteration 18Q: 3 clusters Score -1.022313e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -10223153.000000 Penalty: 3668.760254
	Iteration 19Q: 3 clusters Score -1.022315e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -10223174.000000 Penalty: 3668.760254
	Iteration 20F: 3 clusters Score -1.022317e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -10223184.000000 Penalty: 3668.760254
	Iteration 21Q: 3 clusters Score -1.022318e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -10223175.000000 Penalty: 3668.760254
	Iteration 22Q: 3 clusters Score -1.022318e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -10223182.000000 Penalty: 3668.760254
	Iteration 23Q: 3 clusters Score -1.022318e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -10223179.000000 Penalty: 3668.760254
	Iteration 24Q: 3 clusters Score -1.022318e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -10223174.000000 Penalty: 3668.760254
	Iteration 25Q: 3 clusters Score -1.022317e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -10223205.000000 Penalty: 3668.760254
	Iteration 26Q: 3 clusters Score -1.02232e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -10223193.000000 Penalty: 3668.760254
	Iteration 27Q: 3 clusters Score -1.022319e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -10223199.000000 Penalty: 3668.760254
	Iteration 28Q: 3 clusters Score -1.02232e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -10223190.000000 Penalty: 3668.760254
	Iteration 29Q: 3 clusters Score -1.022319e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -10223183.000000 Penalty: 3668.760254
	Iteration 30Q: 3 clusters Score -1.022318e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -10223186.000000 Penalty: 3668.760254
	Iteration 31Q: 3 clusters Score -1.022319e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -10223159.000000 Penalty: 3668.760254
	Iteration 32Q: 3 clusters Score -1.022316e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -10223152.000000 Penalty: 3668.760254
	Iteration 33Q: 3 clusters Score -1.022315e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -10223112.000000 Penalty: 3668.760254
	Iteration 34Q: 3 clusters Score -1.022311e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -10223112.000000 Penalty: 3668.760254
	Iteration 35Q: 3 clusters Score -1.022311e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -10223083.000000 Penalty: 3668.760254
	Iteration 36Q: 3 clusters Score -1.022308e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -10223076.000000 Penalty: 3668.760254
	Iteration 37Q: 3 clusters Score -1.022308e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -10223070.000000 Penalty: 3668.760254
	Iteration 38Q: 3 clusters Score -1.022307e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -10223066.000000 Penalty: 3668.760254
	Iteration 39Q: 3 clusters Score -1.022307e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -10223086.000000 Penalty: 3668.760254
	Iteration 40F: 3 clusters Score -1.022309e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -10223060.000000 Penalty: 3668.760254
	Iteration 41Q: 3 clusters Score -1.022306e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -10223038.000000 Penalty: 3668.760254
	Iteration 42Q: 3 clusters Score -1.022304e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -10223032.000000 Penalty: 3668.760254
	Iteration 43Q: 3 clusters Score -1.022303e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -10223043.000000 Penalty: 3668.760254
	Iteration 44Q: 3 clusters Score -1.022304e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -10223043.000000 Penalty: 3668.760254
	Iteration 45Q: 3 clusters Score -1.022304e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -10222999.000000 Penalty: 3668.760254
	Iteration 46Q: 3 clusters Score -1.0223e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -10223026.000000 Penalty: 3668.760254
	Iteration 47Q: 3 clusters Score -1.022303e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -10223014.000000 Penalty: 3668.760254
	Iteration 48Q: 3 clusters Score -1.022301e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -10223024.000000 Penalty: 3668.760254
	Iteration 49Q: 3 clusters Score -1.022302e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -10223020.000000 Penalty: 3668.760254
	Iteration 50Q: 3 clusters Score -1.022302e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -10223006.000000 Penalty: 3668.760254
	Iteration 51Q: 3 clusters Score -1.022301e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -10223025.000000 Penalty: 3668.760254
	Iteration 52Q: 3 clusters Score -1.022302e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -10223008.000000 Penalty: 3668.760254
	Iteration 53Q: 3 clusters Score -1.022301e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -10222982.000000 Penalty: 3668.760254
	Iteration 54Q: 3 clusters Score -1.022298e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -10222978.000000 Penalty: 3668.760254
	Iteration 55Q: 3 clusters Score -1.022298e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -10222975.000000 Penalty: 3668.760254
	Iteration 56Q: 3 clusters Score -1.022298e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -10222964.000000 Penalty: 3668.760254
	Iteration 57Q: 3 clusters Score -1.022296e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -10222967.000000 Penalty: 3668.760254
	Iteration 58Q: 3 clusters Score -1.022297e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -10222945.000000 Penalty: 3668.760254
	Iteration 59Q: 3 clusters Score -1.022294e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -10222950.000000 Penalty: 3668.760254
	Iteration 60F: 3 clusters Score -1.022295e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -10222890.000000 Penalty: 3668.760254
	Iteration 61Q: 3 clusters Score -1.022289e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -10222900.000000 Penalty: 3668.760254
	Iteration 62Q: 3 clusters Score -1.02229e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -10222886.000000 Penalty: 3668.760254
	Iteration 63Q: 3 clusters Score -1.022289e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -10222883.000000 Penalty: 3668.760254
	Iteration 64Q: 3 clusters Score -1.022288e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -10222934.000000 Penalty: 3668.760254
	Iteration 65Q: 3 clusters Score -1.022293e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -10222934.000000 Penalty: 3668.760254
	Iteration 66Q: 3 clusters Score -1.022293e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -10222951.000000 Penalty: 3668.760254
	Iteration 67Q: 3 clusters Score -1.022295e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -10223002.000000 Penalty: 3668.760254
	Iteration 68Q: 3 clusters Score -1.0223e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -10222995.000000 Penalty: 3668.760254
	Iteration 69Q: 3 clusters Score -1.0223e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -10223047.000000 Penalty: 3668.760254
	Iteration 70Q: 3 clusters Score -1.022305e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -10223132.000000 Penalty: 3668.760254
	Iteration 71Q: 3 clusters Score -1.022313e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -10223174.000000 Penalty: 3668.760254
	Iteration 72Q: 3 clusters Score -1.022317e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -10223231.000000 Penalty: 3668.760254
	Iteration 73Q: 3 clusters Score -1.022323e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -10223308.000000 Penalty: 3668.760254
	Iteration 74Q: 3 clusters Score -1.022331e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -10223340.000000 Penalty: 3668.760254
	Iteration 75Q: 3 clusters Score -1.022334e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -10223397.000000 Penalty: 3668.760254
	Iteration 76Q: 3 clusters Score -1.02234e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -10223401.000000 Penalty: 3668.760254
	Iteration 77Q: 3 clusters Score -1.02234e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -10223443.000000 Penalty: 3668.760254
	Iteration 78Q: 3 clusters Score -1.022344e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10223475.000000 Penalty: 3668.760254
	Iteration 79Q: 3 clusters Score -1.022348e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10223492.000000 Penalty: 3668.760254
	Iteration 80F: 3 clusters Score -1.022349e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -10223523.000000 Penalty: 3668.760254
	Iteration 81Q: 3 clusters Score -1.022352e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -10223552.000000 Penalty: 3668.760254
	Iteration 82Q: 3 clusters Score -1.022355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -10223566.000000 Penalty: 3668.760254
	Iteration 83Q: 3 clusters Score -1.022357e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -10223580.000000 Penalty: 3668.760254
	Iteration 84Q: 3 clusters Score -1.022358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -10223596.000000 Penalty: 3668.760254
	Iteration 85Q: 3 clusters Score -1.02236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10223596.000000 Penalty: 3668.760254
	Iteration 86Q: 3 clusters Score -1.02236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -10223599.000000 Penalty: 3668.760254
	Iteration 87Q: 3 clusters Score -1.02236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -10223606.000000 Penalty: 3668.760254
	Iteration 88Q: 3 clusters Score -1.022361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -10223621.000000 Penalty: 3668.760254
	Iteration 89Q: 3 clusters Score -1.022362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -10223625.000000 Penalty: 3668.760254
	Iteration 90Q: 3 clusters Score -1.022362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -10223627.000000 Penalty: 3668.760254
	Iteration 91Q: 3 clusters Score -1.022363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -10223642.000000 Penalty: 3668.760254
	Iteration 92Q: 3 clusters Score -1.022364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -10223638.000000 Penalty: 3668.760254
	Iteration 93Q: 3 clusters Score -1.022364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -10223639.000000 Penalty: 3668.760254
	Iteration 94Q: 3 clusters Score -1.022364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -10223641.000000 Penalty: 3668.760254
	Iteration 95Q: 3 clusters Score -1.022364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -10223646.000000 Penalty: 3668.760254
	Iteration 96Q: 3 clusters Score -1.022365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -10223641.000000 Penalty: 3668.760254
	Iteration 97Q: 3 clusters Score -1.022364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -10223644.000000 Penalty: 3668.760254
	Iteration 98Q: 3 clusters Score -1.022364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -10223645.000000 Penalty: 3668.760254
	Iteration 99Q: 3 clusters Score -1.022364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -10223653.000000 Penalty: 3668.760254
	Iteration 100F: 3 clusters Score -1.022365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -10223653.000000 Penalty: 3668.760254
	Iteration 101Q: 3 clusters Score -1.022365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -10223653.000000 Penalty: 3668.760254
	Iteration 102F: 3 clusters Score -1.022365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -22238.943359 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -22238.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21634.332031 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -21634.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22082.708984 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -22082.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22185.097656 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -22185.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22306.937500 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -22306.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22390.869141 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -22390.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22456.296875 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -22456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22542.130859 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -22542.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22588.193359 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -22588.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22619.744141 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -22619.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22625.828125 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -22625.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22627.365234 Penalty: 1869.586060
	Iteration 10Q: 3 clusters Score -22627.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22627.365234 Penalty: 1869.586060
	Iteration 11F: 3 clusters Score -22627.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 38569 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24128 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 121312 members 
Mstep: Class 14 contains 63707 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 141 members 
Entering Unmasked Estep 
Score: -61614108.000000 Penalty: 36216.003906
Splitting cluster 9 changes total score from -61614908.000000 to -61614108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -116295.742188 Penalty: 1110.717529
	Iteration 0F: 2 clusters Score -116295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114953.492188 Penalty: 2221.435059
	Iteration 0F: 3 clusters Score -114953.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115220.109375 Penalty: 2221.435059
	Iteration 1F: 3 clusters Score -115220.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115288.468750 Penalty: 2221.435059
	Iteration 2F: 3 clusters Score -115288.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115314.312500 Penalty: 2221.435059
	Iteration 3Q: 3 clusters Score -115314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115326.945312 Penalty: 2221.435059
	Iteration 4Q: 3 clusters Score -115326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115336.093750 Penalty: 2221.435059
	Iteration 5Q: 3 clusters Score -115336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -115339.328125 Penalty: 2221.435059
	Iteration 6Q: 3 clusters Score -115339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115341.171875 Penalty: 2221.435059
	Iteration 7Q: 3 clusters Score -115341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115341.171875 Penalty: 2221.435059
	Iteration 8F: 3 clusters Score -115341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -3065154.250000 Penalty: 1639.808350
	Iteration 0F: 2 clusters Score -3065154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3048690.000000 Penalty: 3279.616699
	Iteration 0F: 3 clusters Score -3048690 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3054869.750000 Penalty: 3279.616699
	Iteration 1F: 3 clusters Score -3054870 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3055190.750000 Penalty: 3279.616699
	Iteration 2Q: 3 clusters Score -3055191 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3055477.750000 Penalty: 3279.616699
	Iteration 3Q: 3 clusters Score -3055478 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3055783.750000 Penalty: 3279.616699
	Iteration 4Q: 3 clusters Score -3055784 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3056077.750000 Penalty: 3279.616699
	Iteration 5Q: 3 clusters Score -3056078 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3056382.750000 Penalty: 3279.616699
	Iteration 6Q: 3 clusters Score -3056383 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3056716.250000 Penalty: 3279.616699
	Iteration 7Q: 3 clusters Score -3056716 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3057109.250000 Penalty: 3279.616699
	Iteration 8Q: 3 clusters Score -3057109 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3057583.250000 Penalty: 3279.616699
	Iteration 9Q: 3 clusters Score -3057583 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3058147.500000 Penalty: 3279.616699
	Iteration 10Q: 3 clusters Score -3058148 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3058745.250000 Penalty: 3279.616699
	Iteration 11Q: 3 clusters Score -3058745 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3059441.000000 Penalty: 3279.616699
	Iteration 12Q: 3 clusters Score -3059441 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3060172.500000 Penalty: 3279.616699
	Iteration 13Q: 3 clusters Score -3060172 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3060807.000000 Penalty: 3279.616699
	Iteration 14Q: 3 clusters Score -3060807 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3061350.500000 Penalty: 3279.616699
	Iteration 15Q: 3 clusters Score -3061350 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3061741.500000 Penalty: 3279.616699
	Iteration 16Q: 3 clusters Score -3061742 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3061973.000000 Penalty: 3279.616699
	Iteration 17Q: 3 clusters Score -3061973 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3062125.750000 Penalty: 3279.616699
	Iteration 18Q: 3 clusters Score -3062126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3062235.750000 Penalty: 3279.616699
	Iteration 19Q: 3 clusters Score -3062236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3062318.500000 Penalty: 3279.616699
	Iteration 20F: 3 clusters Score -3062318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3062388.000000 Penalty: 3279.616699
	Iteration 21Q: 3 clusters Score -3062388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3062456.250000 Penalty: 3279.616699
	Iteration 22Q: 3 clusters Score -3062456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3062519.000000 Penalty: 3279.616699
	Iteration 23Q: 3 clusters Score -3062519 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3062580.500000 Penalty: 3279.616699
	Iteration 24Q: 3 clusters Score -3062580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3062641.000000 Penalty: 3279.616699
	Iteration 25Q: 3 clusters Score -3062641 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3062693.250000 Penalty: 3279.616699
	Iteration 26Q: 3 clusters Score -3062693 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3062732.750000 Penalty: 3279.616699
	Iteration 27Q: 3 clusters Score -3062733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3062773.250000 Penalty: 3279.616699
	Iteration 28Q: 3 clusters Score -3062773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3062814.500000 Penalty: 3279.616699
	Iteration 29Q: 3 clusters Score -3062814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3062868.000000 Penalty: 3279.616699
	Iteration 30Q: 3 clusters Score -3062868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3062912.000000 Penalty: 3279.616699
	Iteration 31Q: 3 clusters Score -3062912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3062952.250000 Penalty: 3279.616699
	Iteration 32Q: 3 clusters Score -3062952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3062985.750000 Penalty: 3279.616699
	Iteration 33Q: 3 clusters Score -3062986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3063033.250000 Penalty: 3279.616699
	Iteration 34Q: 3 clusters Score -3063033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3063063.500000 Penalty: 3279.616699
	Iteration 35Q: 3 clusters Score -3063064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3063092.000000 Penalty: 3279.616699
	Iteration 36Q: 3 clusters Score -3063092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3063120.750000 Penalty: 3279.616699
	Iteration 37Q: 3 clusters Score -3063121 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3063150.250000 Penalty: 3279.616699
	Iteration 38Q: 3 clusters Score -3063150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3063184.500000 Penalty: 3279.616699
	Iteration 39Q: 3 clusters Score -3063184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3063223.000000 Penalty: 3279.616699
	Iteration 40F: 3 clusters Score -3063223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3063250.750000 Penalty: 3279.616699
	Iteration 41Q: 3 clusters Score -3063251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3063292.250000 Penalty: 3279.616699
	Iteration 42Q: 3 clusters Score -3063292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3063332.000000 Penalty: 3279.616699
	Iteration 43Q: 3 clusters Score -3063332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3063362.500000 Penalty: 3279.616699
	Iteration 44Q: 3 clusters Score -3063362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3063398.500000 Penalty: 3279.616699
	Iteration 45Q: 3 clusters Score -3063398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3063417.750000 Penalty: 3279.616699
	Iteration 46Q: 3 clusters Score -3063418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3063433.000000 Penalty: 3279.616699
	Iteration 47Q: 3 clusters Score -3063433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3063449.750000 Penalty: 3279.616699
	Iteration 48Q: 3 clusters Score -3063450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3063467.500000 Penalty: 3279.616699
	Iteration 49Q: 3 clusters Score -3063468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3063487.000000 Penalty: 3279.616699
	Iteration 50Q: 3 clusters Score -3063487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3063511.000000 Penalty: 3279.616699
	Iteration 51Q: 3 clusters Score -3063511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3063530.750000 Penalty: 3279.616699
	Iteration 52Q: 3 clusters Score -3063531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3063549.750000 Penalty: 3279.616699
	Iteration 53Q: 3 clusters Score -3063550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3063566.250000 Penalty: 3279.616699
	Iteration 54Q: 3 clusters Score -3063566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3063588.000000 Penalty: 3279.616699
	Iteration 55Q: 3 clusters Score -3063588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3063596.500000 Penalty: 3279.616699
	Iteration 56Q: 3 clusters Score -3063596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3063613.750000 Penalty: 3279.616699
	Iteration 57Q: 3 clusters Score -3063614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3063627.000000 Penalty: 3279.616699
	Iteration 58Q: 3 clusters Score -3063627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3063646.250000 Penalty: 3279.616699
	Iteration 59Q: 3 clusters Score -3063646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3063661.750000 Penalty: 3279.616699
	Iteration 60F: 3 clusters Score -3063662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3063674.250000 Penalty: 3279.616699
	Iteration 61Q: 3 clusters Score -3063674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3063680.750000 Penalty: 3279.616699
	Iteration 62Q: 3 clusters Score -3063681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3063690.250000 Penalty: 3279.616699
	Iteration 63Q: 3 clusters Score -3063690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3063694.000000 Penalty: 3279.616699
	Iteration 64Q: 3 clusters Score -3063694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3063698.000000 Penalty: 3279.616699
	Iteration 65Q: 3 clusters Score -3063698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3063704.500000 Penalty: 3279.616699
	Iteration 66Q: 3 clusters Score -3063704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3063709.500000 Penalty: 3279.616699
	Iteration 67Q: 3 clusters Score -3063710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3063712.000000 Penalty: 3279.616699
	Iteration 68Q: 3 clusters Score -3063712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3063719.250000 Penalty: 3279.616699
	Iteration 69Q: 3 clusters Score -3063719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3063724.000000 Penalty: 3279.616699
	Iteration 70Q: 3 clusters Score -3063724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3063726.000000 Penalty: 3279.616699
	Iteration 71Q: 3 clusters Score -3063726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3063729.000000 Penalty: 3279.616699
	Iteration 72Q: 3 clusters Score -3063729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3063735.750000 Penalty: 3279.616699
	Iteration 73Q: 3 clusters Score -3063736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3063738.000000 Penalty: 3279.616699
	Iteration 74Q: 3 clusters Score -3063738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3063741.000000 Penalty: 3279.616699
	Iteration 75Q: 3 clusters Score -3063741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3063743.500000 Penalty: 3279.616699
	Iteration 76Q: 3 clusters Score -3063744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3063743.500000 Penalty: 3279.616699
	Iteration 77F: 3 clusters Score -3063744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Entering Unmasked Estep 
Score: -5064745.000000 Penalty: 1720.995605
	Iteration 0F: 2 clusters Score -5064745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5038073.000000 Penalty: 3441.991211
	Iteration 0F: 3 clusters Score -5038073 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5048504.500000 Penalty: 3441.991211
	Iteration 1F: 3 clusters Score -5048504 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5048953.500000 Penalty: 3441.991211
	Iteration 2Q: 3 clusters Score -5048954 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5049508.000000 Penalty: 3441.991211
	Iteration 3Q: 3 clusters Score -5049508 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5050178.000000 Penalty: 3441.991211
	Iteration 4Q: 3 clusters Score -5050178 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -5051269.000000 Penalty: 3441.991211
	Iteration 5F: 3 clusters Score -5051269 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5052962.500000 Penalty: 3441.991211
	Iteration 6F: 3 clusters Score -5052962 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5055435.500000 Penalty: 3441.991211
	Iteration 7F: 3 clusters Score -5055436 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -5058313.000000 Penalty: 3441.991211
	Iteration 8F: 3 clusters Score -5058313 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5060752.000000 Penalty: 3441.991211
	Iteration 9F: 3 clusters Score -5060752 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5062175.500000 Penalty: 3441.991211
	Iteration 10Q: 3 clusters Score -5062176 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5062782.000000 Penalty: 3441.991211
	Iteration 11Q: 3 clusters Score -5062782 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5062999.500000 Penalty: 3441.991211
	Iteration 12Q: 3 clusters Score -5063000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5063106.500000 Penalty: 3441.991211
	Iteration 13Q: 3 clusters Score -5063106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5063133.500000 Penalty: 3441.991211
	Iteration 14Q: 3 clusters Score -5063134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5063163.000000 Penalty: 3441.991211
	Iteration 15Q: 3 clusters Score -5063163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5063180.000000 Penalty: 3441.991211
	Iteration 16Q: 3 clusters Score -5063180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5063180.500000 Penalty: 3441.991211
	Iteration 17Q: 3 clusters Score -5063180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5063182.000000 Penalty: 3441.991211
	Iteration 18Q: 3 clusters Score -5063182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5063182.000000 Penalty: 3441.991211
	Iteration 19F: 3 clusters Score -5063182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Entering Unmasked Estep 
Score: -15465173.000000 Penalty: 1902.244751
	Iteration 0F: 2 clusters Score -1.546517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -15403400.000000 Penalty: 3804.489502
	Iteration 0F: 3 clusters Score -1.54034e+07 nChanged 58090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -15437473.000000 Penalty: 3804.489502
	Iteration 1F: 3 clusters Score -1.543747e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -15438384.000000 Penalty: 3804.489502
	Iteration 2Q: 3 clusters Score -1.543838e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -15439306.000000 Penalty: 3804.489502
	Iteration 3Q: 3 clusters Score -1.543931e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -15440570.000000 Penalty: 3804.489502
	Iteration 4Q: 3 clusters Score -1.544057e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -15442136.000000 Penalty: 3804.489502
	Iteration 5Q: 3 clusters Score -1.544214e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -15444387.000000 Penalty: 3804.489502
	Iteration 6Q: 3 clusters Score -1.544439e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -15447078.000000 Penalty: 3804.489502
	Iteration 7Q: 3 clusters Score -1.544708e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -15450255.000000 Penalty: 3804.489502
	Iteration 8Q: 3 clusters Score -1.545026e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -15454056.000000 Penalty: 3804.489502
	Iteration 9F: 3 clusters Score -1.545406e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -15457625.000000 Penalty: 3804.489502
	Iteration 10F: 3 clusters Score -1.545762e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -15460357.000000 Penalty: 3804.489502
	Iteration 11Q: 3 clusters Score -1.546036e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -15461971.000000 Penalty: 3804.489502
	Iteration 12Q: 3 clusters Score -1.546197e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -15462723.000000 Penalty: 3804.489502
	Iteration 13Q: 3 clusters Score -1.546272e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -15462904.000000 Penalty: 3804.489502
	Iteration 14Q: 3 clusters Score -1.54629e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -15462956.000000 Penalty: 3804.489502
	Iteration 15Q: 3 clusters Score -1.546296e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -15463072.000000 Penalty: 3804.489502
	Iteration 16Q: 3 clusters Score -1.546307e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -15462968.000000 Penalty: 3804.489502
	Iteration 17Q: 3 clusters Score -1.546297e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -15462946.000000 Penalty: 3804.489502
	Iteration 18Q: 3 clusters Score -1.546295e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -15462932.000000 Penalty: 3804.489502
	Iteration 19Q: 3 clusters Score -1.546293e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -15462867.000000 Penalty: 3804.489502
	Iteration 20F: 3 clusters Score -1.546287e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -15462777.000000 Penalty: 3804.489502
	Iteration 21Q: 3 clusters Score -1.546278e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -15462737.000000 Penalty: 3804.489502
	Iteration 22Q: 3 clusters Score -1.546274e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -15462734.000000 Penalty: 3804.489502
	Iteration 23Q: 3 clusters Score -1.546273e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -15462707.000000 Penalty: 3804.489502
	Iteration 24Q: 3 clusters Score -1.546271e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -15462627.000000 Penalty: 3804.489502
	Iteration 25Q: 3 clusters Score -1.546263e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -15462568.000000 Penalty: 3804.489502
	Iteration 26Q: 3 clusters Score -1.546257e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -15462561.000000 Penalty: 3804.489502
	Iteration 27Q: 3 clusters Score -1.546256e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -15462529.000000 Penalty: 3804.489502
	Iteration 28Q: 3 clusters Score -1.546253e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -15462440.000000 Penalty: 3804.489502
	Iteration 29Q: 3 clusters Score -1.546244e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -15462474.000000 Penalty: 3804.489502
	Iteration 30Q: 3 clusters Score -1.546247e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -15462444.000000 Penalty: 3804.489502
	Iteration 31Q: 3 clusters Score -1.546244e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -15462560.000000 Penalty: 3804.489502
	Iteration 32Q: 3 clusters Score -1.546256e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -15462633.000000 Penalty: 3804.489502
	Iteration 33Q: 3 clusters Score -1.546263e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -15462762.000000 Penalty: 3804.489502
	Iteration 34Q: 3 clusters Score -1.546276e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -15462875.000000 Penalty: 3804.489502
	Iteration 35Q: 3 clusters Score -1.546288e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -15462893.000000 Penalty: 3804.489502
	Iteration 36Q: 3 clusters Score -1.546289e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -15463029.000000 Penalty: 3804.489502
	Iteration 37Q: 3 clusters Score -1.546303e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -15463159.000000 Penalty: 3804.489502
	Iteration 38Q: 3 clusters Score -1.546316e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -15463258.000000 Penalty: 3804.489502
	Iteration 39Q: 3 clusters Score -1.546326e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -15463359.000000 Penalty: 3804.489502
	Iteration 40F: 3 clusters Score -1.546336e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -15463433.000000 Penalty: 3804.489502
	Iteration 41Q: 3 clusters Score -1.546343e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -15463532.000000 Penalty: 3804.489502
	Iteration 42Q: 3 clusters Score -1.546353e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -15463690.000000 Penalty: 3804.489502
	Iteration 43Q: 3 clusters Score -1.546369e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -15463793.000000 Penalty: 3804.489502
	Iteration 44Q: 3 clusters Score -1.546379e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -15463865.000000 Penalty: 3804.489502
	Iteration 45Q: 3 clusters Score -1.546386e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -15463905.000000 Penalty: 3804.489502
	Iteration 46Q: 3 clusters Score -1.54639e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -15463996.000000 Penalty: 3804.489502
	Iteration 47Q: 3 clusters Score -1.5464e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -15464090.000000 Penalty: 3804.489502
	Iteration 48Q: 3 clusters Score -1.546409e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -15464158.000000 Penalty: 3804.489502
	Iteration 49Q: 3 clusters Score -1.546416e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -15464294.000000 Penalty: 3804.489502
	Iteration 50Q: 3 clusters Score -1.546429e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -15464420.000000 Penalty: 3804.489502
	Iteration 51Q: 3 clusters Score -1.546442e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -15464539.000000 Penalty: 3804.489502
	Iteration 52Q: 3 clusters Score -1.546454e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -15464702.000000 Penalty: 3804.489502
	Iteration 53Q: 3 clusters Score -1.54647e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -15464740.000000 Penalty: 3804.489502
	Iteration 54Q: 3 clusters Score -1.546474e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -15464872.000000 Penalty: 3804.489502
	Iteration 55Q: 3 clusters Score -1.546487e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -15465094.000000 Penalty: 3804.489502
	Iteration 56Q: 3 clusters Score -1.546509e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -15465284.000000 Penalty: 3804.489502
	Iteration 57Q: 3 clusters Score -1.546528e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -15465383.000000 Penalty: 3804.489502
	Iteration 58Q: 3 clusters Score -1.546538e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -15465522.000000 Penalty: 3804.489502
	Iteration 59Q: 3 clusters Score -1.546552e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -15465722.000000 Penalty: 3804.489502
	Iteration 60F: 3 clusters Score -1.546572e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -15465909.000000 Penalty: 3804.489502
	Iteration 61Q: 3 clusters Score -1.546591e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -15466015.000000 Penalty: 3804.489502
	Iteration 62Q: 3 clusters Score -1.546602e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -15466207.000000 Penalty: 3804.489502
	Iteration 63Q: 3 clusters Score -1.546621e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -15466324.000000 Penalty: 3804.489502
	Iteration 64Q: 3 clusters Score -1.546632e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -15466476.000000 Penalty: 3804.489502
	Iteration 65Q: 3 clusters Score -1.546648e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -15466606.000000 Penalty: 3804.489502
	Iteration 66Q: 3 clusters Score -1.546661e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -15466757.000000 Penalty: 3804.489502
	Iteration 67Q: 3 clusters Score -1.546676e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -15466900.000000 Penalty: 3804.489502
	Iteration 68Q: 3 clusters Score -1.54669e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -15466989.000000 Penalty: 3804.489502
	Iteration 69Q: 3 clusters Score -1.546699e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -15467006.000000 Penalty: 3804.489502
	Iteration 70Q: 3 clusters Score -1.546701e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -15467119.000000 Penalty: 3804.489502
	Iteration 71Q: 3 clusters Score -1.546712e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -15467113.000000 Penalty: 3804.489502
	Iteration 72Q: 3 clusters Score -1.546711e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -15467141.000000 Penalty: 3804.489502
	Iteration 73Q: 3 clusters Score -1.546714e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -15467090.000000 Penalty: 3804.489502
	Iteration 74Q: 3 clusters Score -1.546709e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -15467103.000000 Penalty: 3804.489502
	Iteration 75Q: 3 clusters Score -1.54671e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -15467136.000000 Penalty: 3804.489502
	Iteration 76Q: 3 clusters Score -1.546714e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -15467164.000000 Penalty: 3804.489502
	Iteration 77Q: 3 clusters Score -1.546716e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -15467179.000000 Penalty: 3804.489502
	Iteration 78Q: 3 clusters Score -1.546718e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -15467194.000000 Penalty: 3804.489502
	Iteration 79Q: 3 clusters Score -1.546719e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -15467161.000000 Penalty: 3804.489502
	Iteration 80F: 3 clusters Score -1.546716e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -15467153.000000 Penalty: 3804.489502
	Iteration 81Q: 3 clusters Score -1.546715e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -15467208.000000 Penalty: 3804.489502
	Iteration 82Q: 3 clusters Score -1.546721e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -15467222.000000 Penalty: 3804.489502
	Iteration 83Q: 3 clusters Score -1.546722e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -15467218.000000 Penalty: 3804.489502
	Iteration 84Q: 3 clusters Score -1.546722e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -15467148.000000 Penalty: 3804.489502
	Iteration 85Q: 3 clusters Score -1.546715e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -15467141.000000 Penalty: 3804.489502
	Iteration 86Q: 3 clusters Score -1.546714e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -15467092.000000 Penalty: 3804.489502
	Iteration 87Q: 3 clusters Score -1.546709e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -15467070.000000 Penalty: 3804.489502
	Iteration 88Q: 3 clusters Score -1.546707e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -15467101.000000 Penalty: 3804.489502
	Iteration 89Q: 3 clusters Score -1.54671e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -15467061.000000 Penalty: 3804.489502
	Iteration 90Q: 3 clusters Score -1.546706e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -15466985.000000 Penalty: 3804.489502
	Iteration 91Q: 3 clusters Score -1.546698e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -15466957.000000 Penalty: 3804.489502
	Iteration 92Q: 3 clusters Score -1.546696e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -15466924.000000 Penalty: 3804.489502
	Iteration 93Q: 3 clusters Score -1.546692e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -15466900.000000 Penalty: 3804.489502
	Iteration 94Q: 3 clusters Score -1.54669e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -15466848.000000 Penalty: 3804.489502
	Iteration 95Q: 3 clusters Score -1.546685e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -15466788.000000 Penalty: 3804.489502
	Iteration 96Q: 3 clusters Score -1.546679e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -15466730.000000 Penalty: 3804.489502
	Iteration 97Q: 3 clusters Score -1.546673e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -15466684.000000 Penalty: 3804.489502
	Iteration 98Q: 3 clusters Score -1.546668e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -15466636.000000 Penalty: 3804.489502
	Iteration 99Q: 3 clusters Score -1.546664e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -15466536.000000 Penalty: 3804.489502
	Iteration 100F: 3 clusters Score -1.546654e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -15466513.000000 Penalty: 3804.489502
	Iteration 101Q: 3 clusters Score -1.546651e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -15466500.000000 Penalty: 3804.489502
	Iteration 102Q: 3 clusters Score -1.54665e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -15466454.000000 Penalty: 3804.489502
	Iteration 103Q: 3 clusters Score -1.546645e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -15466408.000000 Penalty: 3804.489502
	Iteration 104Q: 3 clusters Score -1.546641e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -15466424.000000 Penalty: 3804.489502
	Iteration 105Q: 3 clusters Score -1.546642e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -15466398.000000 Penalty: 3804.489502
	Iteration 106Q: 3 clusters Score -1.54664e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -15466419.000000 Penalty: 3804.489502
	Iteration 107Q: 3 clusters Score -1.546642e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -15466410.000000 Penalty: 3804.489502
	Iteration 108Q: 3 clusters Score -1.546641e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -15466324.000000 Penalty: 3804.489502
	Iteration 109Q: 3 clusters Score -1.546632e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -15466278.000000 Penalty: 3804.489502
	Iteration 110Q: 3 clusters Score -1.546628e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -15466207.000000 Penalty: 3804.489502
	Iteration 111Q: 3 clusters Score -1.546621e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -15466144.000000 Penalty: 3804.489502
	Iteration 112Q: 3 clusters Score -1.546614e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -15466088.000000 Penalty: 3804.489502
	Iteration 113Q: 3 clusters Score -1.546609e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -15466059.000000 Penalty: 3804.489502
	Iteration 114Q: 3 clusters Score -1.546606e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -15466015.000000 Penalty: 3804.489502
	Iteration 115Q: 3 clusters Score -1.546602e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -15466010.000000 Penalty: 3804.489502
	Iteration 116Q: 3 clusters Score -1.546601e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -15465959.000000 Penalty: 3804.489502
	Iteration 117Q: 3 clusters Score -1.546596e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -15465953.000000 Penalty: 3804.489502
	Iteration 118Q: 3 clusters Score -1.546595e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -15465922.000000 Penalty: 3804.489502
	Iteration 119Q: 3 clusters Score -1.546592e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -15465864.000000 Penalty: 3804.489502
	Iteration 120F: 3 clusters Score -1.546586e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -15465820.000000 Penalty: 3804.489502
	Iteration 121Q: 3 clusters Score -1.546582e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -15465815.000000 Penalty: 3804.489502
	Iteration 122Q: 3 clusters Score -1.546582e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -15465855.000000 Penalty: 3804.489502
	Iteration 123Q: 3 clusters Score -1.546586e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -15465844.000000 Penalty: 3804.489502
	Iteration 124Q: 3 clusters Score -1.546584e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -15465838.000000 Penalty: 3804.489502
	Iteration 125Q: 3 clusters Score -1.546584e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -15465841.000000 Penalty: 3804.489502
	Iteration 126Q: 3 clusters Score -1.546584e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -15465878.000000 Penalty: 3804.489502
	Iteration 127Q: 3 clusters Score -1.546588e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -15465871.000000 Penalty: 3804.489502
	Iteration 128Q: 3 clusters Score -1.546587e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -15465899.000000 Penalty: 3804.489502
	Iteration 129Q: 3 clusters Score -1.54659e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -15465894.000000 Penalty: 3804.489502
	Iteration 130Q: 3 clusters Score -1.546589e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -15465894.000000 Penalty: 3804.489502
	Iteration 131Q: 3 clusters Score -1.546589e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -15465925.000000 Penalty: 3804.489502
	Iteration 132Q: 3 clusters Score -1.546592e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -15465948.000000 Penalty: 3804.489502
	Iteration 133Q: 3 clusters Score -1.546595e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -15465903.000000 Penalty: 3804.489502
	Iteration 134Q: 3 clusters Score -1.54659e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -15465878.000000 Penalty: 3804.489502
	Iteration 135Q: 3 clusters Score -1.546588e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -15465900.000000 Penalty: 3804.489502
	Iteration 136Q: 3 clusters Score -1.54659e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -15465919.000000 Penalty: 3804.489502
	Iteration 137Q: 3 clusters Score -1.546592e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -15465924.000000 Penalty: 3804.489502
	Iteration 138Q: 3 clusters Score -1.546592e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -15465896.000000 Penalty: 3804.489502
	Iteration 139Q: 3 clusters Score -1.54659e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -15465904.000000 Penalty: 3804.489502
	Iteration 140F: 3 clusters Score -1.54659e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -15465939.000000 Penalty: 3804.489502
	Iteration 141Q: 3 clusters Score -1.546594e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -15465951.000000 Penalty: 3804.489502
	Iteration 142Q: 3 clusters Score -1.546595e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -15465996.000000 Penalty: 3804.489502
	Iteration 143Q: 3 clusters Score -1.5466e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -15466015.000000 Penalty: 3804.489502
	Iteration 144Q: 3 clusters Score -1.546602e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -15466007.000000 Penalty: 3804.489502
	Iteration 145Q: 3 clusters Score -1.546601e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15466051.000000 Penalty: 3804.489502
	Iteration 146Q: 3 clusters Score -1.546605e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -15466077.000000 Penalty: 3804.489502
	Iteration 147Q: 3 clusters Score -1.546608e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -15466097.000000 Penalty: 3804.489502
	Iteration 148Q: 3 clusters Score -1.54661e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -15466135.000000 Penalty: 3804.489502
	Iteration 149Q: 3 clusters Score -1.546614e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -15466185.000000 Penalty: 3804.489502
	Iteration 150Q: 3 clusters Score -1.546618e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -15466240.000000 Penalty: 3804.489502
	Iteration 151Q: 3 clusters Score -1.546624e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -15466286.000000 Penalty: 3804.489502
	Iteration 152Q: 3 clusters Score -1.546629e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -15466338.000000 Penalty: 3804.489502
	Iteration 153Q: 3 clusters Score -1.546634e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -15466357.000000 Penalty: 3804.489502
	Iteration 154Q: 3 clusters Score -1.546636e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -15466340.000000 Penalty: 3804.489502
	Iteration 155Q: 3 clusters Score -1.546634e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -15466370.000000 Penalty: 3804.489502
	Iteration 156Q: 3 clusters Score -1.546637e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -15466418.000000 Penalty: 3804.489502
	Iteration 157Q: 3 clusters Score -1.546642e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -15466433.000000 Penalty: 3804.489502
	Iteration 158Q: 3 clusters Score -1.546643e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -15466466.000000 Penalty: 3804.489502
	Iteration 159Q: 3 clusters Score -1.546647e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -15466500.000000 Penalty: 3804.489502
	Iteration 160F: 3 clusters Score -1.54665e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -15466540.000000 Penalty: 3804.489502
	Iteration 161Q: 3 clusters Score -1.546654e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -15466519.000000 Penalty: 3804.489502
	Iteration 162Q: 3 clusters Score -1.546652e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -15466552.000000 Penalty: 3804.489502
	Iteration 163Q: 3 clusters Score -1.546655e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -15466545.000000 Penalty: 3804.489502
	Iteration 164Q: 3 clusters Score -1.546654e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -15466611.000000 Penalty: 3804.489502
	Iteration 165Q: 3 clusters Score -1.546661e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -15466622.000000 Penalty: 3804.489502
	Iteration 166Q: 3 clusters Score -1.546662e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -15466638.000000 Penalty: 3804.489502
	Iteration 167Q: 3 clusters Score -1.546664e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -15466659.000000 Penalty: 3804.489502
	Iteration 168Q: 3 clusters Score -1.546666e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -15466698.000000 Penalty: 3804.489502
	Iteration 169Q: 3 clusters Score -1.54667e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -15466729.000000 Penalty: 3804.489502
	Iteration 170Q: 3 clusters Score -1.546673e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -15466724.000000 Penalty: 3804.489502
	Iteration 171Q: 3 clusters Score -1.546672e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -15466723.000000 Penalty: 3804.489502
	Iteration 172Q: 3 clusters Score -1.546672e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -15466745.000000 Penalty: 3804.489502
	Iteration 173Q: 3 clusters Score -1.546674e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -15466751.000000 Penalty: 3804.489502
	Iteration 174Q: 3 clusters Score -1.546675e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -15466767.000000 Penalty: 3804.489502
	Iteration 175Q: 3 clusters Score -1.546677e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -15466746.000000 Penalty: 3804.489502
	Iteration 176Q: 3 clusters Score -1.546675e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -15466751.000000 Penalty: 3804.489502
	Iteration 177Q: 3 clusters Score -1.546675e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -15466780.000000 Penalty: 3804.489502
	Iteration 178Q: 3 clusters Score -1.546678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -15466786.000000 Penalty: 3804.489502
	Iteration 179Q: 3 clusters Score -1.546679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -15466755.000000 Penalty: 3804.489502
	Iteration 180F: 3 clusters Score -1.546676e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -15466742.000000 Penalty: 3804.489502
	Iteration 181Q: 3 clusters Score -1.546674e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -15466741.000000 Penalty: 3804.489502
	Iteration 182Q: 3 clusters Score -1.546674e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -15466787.000000 Penalty: 3804.489502
	Iteration 183Q: 3 clusters Score -1.546679e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -15466788.000000 Penalty: 3804.489502
	Iteration 184Q: 3 clusters Score -1.546679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -15466808.000000 Penalty: 3804.489502
	Iteration 185Q: 3 clusters Score -1.546681e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -15466860.000000 Penalty: 3804.489502
	Iteration 186Q: 3 clusters Score -1.546686e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -15466820.000000 Penalty: 3804.489502
	Iteration 187Q: 3 clusters Score -1.546682e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -15466815.000000 Penalty: 3804.489502
	Iteration 188Q: 3 clusters Score -1.546682e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -15466847.000000 Penalty: 3804.489502
	Iteration 189Q: 3 clusters Score -1.546685e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -15466852.000000 Penalty: 3804.489502
	Iteration 190Q: 3 clusters Score -1.546685e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -15466855.000000 Penalty: 3804.489502
	Iteration 191Q: 3 clusters Score -1.546686e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -15466861.000000 Penalty: 3804.489502
	Iteration 192Q: 3 clusters Score -1.546686e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -15466869.000000 Penalty: 3804.489502
	Iteration 193Q: 3 clusters Score -1.546687e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -15466894.000000 Penalty: 3804.489502
	Iteration 194Q: 3 clusters Score -1.546689e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -15466892.000000 Penalty: 3804.489502
	Iteration 195Q: 3 clusters Score -1.546689e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -15466877.000000 Penalty: 3804.489502
	Iteration 196Q: 3 clusters Score -1.546688e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -15466867.000000 Penalty: 3804.489502
	Iteration 197Q: 3 clusters Score -1.546687e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -15466862.000000 Penalty: 3804.489502
	Iteration 198Q: 3 clusters Score -1.546686e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -15466863.000000 Penalty: 3804.489502
	Iteration 199Q: 3 clusters Score -1.546686e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -15466857.000000 Penalty: 3804.489502
	Iteration 200F: 3 clusters Score -1.546686e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -15466876.000000 Penalty: 3804.489502
	Iteration 201Q: 3 clusters Score -1.546688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -15466882.000000 Penalty: 3804.489502
	Iteration 202Q: 3 clusters Score -1.546688e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -15466900.000000 Penalty: 3804.489502
	Iteration 203Q: 3 clusters Score -1.54669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -15466892.000000 Penalty: 3804.489502
	Iteration 204Q: 3 clusters Score -1.546689e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -15466926.000000 Penalty: 3804.489502
	Iteration 205Q: 3 clusters Score -1.546693e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -15466933.000000 Penalty: 3804.489502
	Iteration 206Q: 3 clusters Score -1.546693e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -15466912.000000 Penalty: 3804.489502
	Iteration 207Q: 3 clusters Score -1.546691e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -15466929.000000 Penalty: 3804.489502
	Iteration 208Q: 3 clusters Score -1.546693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -15466938.000000 Penalty: 3804.489502
	Iteration 209Q: 3 clusters Score -1.546694e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -15466938.000000 Penalty: 3804.489502
	Iteration 210Q: 3 clusters Score -1.546694e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -15466908.000000 Penalty: 3804.489502
	Iteration 211Q: 3 clusters Score -1.546691e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -15466915.000000 Penalty: 3804.489502
	Iteration 212Q: 3 clusters Score -1.546692e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -15466924.000000 Penalty: 3804.489502
	Iteration 213Q: 3 clusters Score -1.546692e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -15466942.000000 Penalty: 3804.489502
	Iteration 214Q: 3 clusters Score -1.546694e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -15466915.000000 Penalty: 3804.489502
	Iteration 215Q: 3 clusters Score -1.546692e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -15466920.000000 Penalty: 3804.489502
	Iteration 216Q: 3 clusters Score -1.546692e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -15466913.000000 Penalty: 3804.489502
	Iteration 217Q: 3 clusters Score -1.546691e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -15466904.000000 Penalty: 3804.489502
	Iteration 218Q: 3 clusters Score -1.54669e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -15466935.000000 Penalty: 3804.489502
	Iteration 219Q: 3 clusters Score -1.546694e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -15466918.000000 Penalty: 3804.489502
	Iteration 220F: 3 clusters Score -1.546692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -15466909.000000 Penalty: 3804.489502
	Iteration 221Q: 3 clusters Score -1.546691e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -15466889.000000 Penalty: 3804.489502
	Iteration 222Q: 3 clusters Score -1.546689e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -15466878.000000 Penalty: 3804.489502
	Iteration 223Q: 3 clusters Score -1.546688e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -15466857.000000 Penalty: 3804.489502
	Iteration 224Q: 3 clusters Score -1.546686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -15466861.000000 Penalty: 3804.489502
	Iteration 225Q: 3 clusters Score -1.546686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -15466852.000000 Penalty: 3804.489502
	Iteration 226Q: 3 clusters Score -1.546685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -15466828.000000 Penalty: 3804.489502
	Iteration 227Q: 3 clusters Score -1.546683e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -15466803.000000 Penalty: 3804.489502
	Iteration 228Q: 3 clusters Score -1.54668e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -15466834.000000 Penalty: 3804.489502
	Iteration 229Q: 3 clusters Score -1.546683e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -15466821.000000 Penalty: 3804.489502
	Iteration 230Q: 3 clusters Score -1.546682e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -15466831.000000 Penalty: 3804.489502
	Iteration 231Q: 3 clusters Score -1.546683e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -15466811.000000 Penalty: 3804.489502
	Iteration 232Q: 3 clusters Score -1.546681e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -15466825.000000 Penalty: 3804.489502
	Iteration 233Q: 3 clusters Score -1.546682e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -15466854.000000 Penalty: 3804.489502
	Iteration 234Q: 3 clusters Score -1.546685e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -15466837.000000 Penalty: 3804.489502
	Iteration 235Q: 3 clusters Score -1.546684e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -15466844.000000 Penalty: 3804.489502
	Iteration 236Q: 3 clusters Score -1.546684e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -15466862.000000 Penalty: 3804.489502
	Iteration 237Q: 3 clusters Score -1.546686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -15466875.000000 Penalty: 3804.489502
	Iteration 238Q: 3 clusters Score -1.546688e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -15466891.000000 Penalty: 3804.489502
	Iteration 239Q: 3 clusters Score -1.546689e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -15466879.000000 Penalty: 3804.489502
	Iteration 240F: 3 clusters Score -1.546688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -15466891.000000 Penalty: 3804.489502
	Iteration 241Q: 3 clusters Score -1.546689e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -15466910.000000 Penalty: 3804.489502
	Iteration 242Q: 3 clusters Score -1.546691e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -15466911.000000 Penalty: 3804.489502
	Iteration 243Q: 3 clusters Score -1.546691e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -15466930.000000 Penalty: 3804.489502
	Iteration 244Q: 3 clusters Score -1.546693e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -15466925.000000 Penalty: 3804.489502
	Iteration 245Q: 3 clusters Score -1.546692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -15466947.000000 Penalty: 3804.489502
	Iteration 246Q: 3 clusters Score -1.546695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -15466931.000000 Penalty: 3804.489502
	Iteration 247Q: 3 clusters Score -1.546693e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -15466935.000000 Penalty: 3804.489502
	Iteration 248Q: 3 clusters Score -1.546694e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -15466940.000000 Penalty: 3804.489502
	Iteration 249Q: 3 clusters Score -1.546694e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -15466951.000000 Penalty: 3804.489502
	Iteration 250Q: 3 clusters Score -1.546695e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -15466951.000000 Penalty: 3804.489502
	Iteration 251Q: 3 clusters Score -1.546695e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -15466956.000000 Penalty: 3804.489502
	Iteration 252Q: 3 clusters Score -1.546696e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -15466962.000000 Penalty: 3804.489502
	Iteration 253Q: 3 clusters Score -1.546696e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -15466953.000000 Penalty: 3804.489502
	Iteration 254Q: 3 clusters Score -1.546695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -15466966.000000 Penalty: 3804.489502
	Iteration 255Q: 3 clusters Score -1.546697e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -15466971.000000 Penalty: 3804.489502
	Iteration 256Q: 3 clusters Score -1.546697e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -15466996.000000 Penalty: 3804.489502
	Iteration 257Q: 3 clusters Score -1.5467e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -15466990.000000 Penalty: 3804.489502
	Iteration 258Q: 3 clusters Score -1.546699e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -15466997.000000 Penalty: 3804.489502
	Iteration 259Q: 3 clusters Score -1.5467e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -15466970.000000 Penalty: 3804.489502
	Iteration 260F: 3 clusters Score -1.546697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -15466982.000000 Penalty: 3804.489502
	Iteration 261Q: 3 clusters Score -1.546698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -15466978.000000 Penalty: 3804.489502
	Iteration 262Q: 3 clusters Score -1.546698e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -15467000.000000 Penalty: 3804.489502
	Iteration 263Q: 3 clusters Score -1.5467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -15466994.000000 Penalty: 3804.489502
	Iteration 264Q: 3 clusters Score -1.546699e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -15467008.000000 Penalty: 3804.489502
	Iteration 265Q: 3 clusters Score -1.546701e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -15466998.000000 Penalty: 3804.489502
	Iteration 266Q: 3 clusters Score -1.5467e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -15466979.000000 Penalty: 3804.489502
	Iteration 267Q: 3 clusters Score -1.546698e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -15466979.000000 Penalty: 3804.489502
	Iteration 268Q: 3 clusters Score -1.546698e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -15466955.000000 Penalty: 3804.489502
	Iteration 269Q: 3 clusters Score -1.546696e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -15466955.000000 Penalty: 3804.489502
	Iteration 270Q: 3 clusters Score -1.546696e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -15466944.000000 Penalty: 3804.489502
	Iteration 271Q: 3 clusters Score -1.546694e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -15466921.000000 Penalty: 3804.489502
	Iteration 272Q: 3 clusters Score -1.546692e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -15466924.000000 Penalty: 3804.489502
	Iteration 273Q: 3 clusters Score -1.546692e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -15466919.000000 Penalty: 3804.489502
	Iteration 274Q: 3 clusters Score -1.546692e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -15466910.000000 Penalty: 3804.489502
	Iteration 275Q: 3 clusters Score -1.546691e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -15466907.000000 Penalty: 3804.489502
	Iteration 276Q: 3 clusters Score -1.546691e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -15466907.000000 Penalty: 3804.489502
	Iteration 277Q: 3 clusters Score -1.546691e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -15466900.000000 Penalty: 3804.489502
	Iteration 278Q: 3 clusters Score -1.54669e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -15466877.000000 Penalty: 3804.489502
	Iteration 279Q: 3 clusters Score -1.546688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -15466886.000000 Penalty: 3804.489502
	Iteration 280F: 3 clusters Score -1.546689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -15466879.000000 Penalty: 3804.489502
	Iteration 281Q: 3 clusters Score -1.546688e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -15466876.000000 Penalty: 3804.489502
	Iteration 282Q: 3 clusters Score -1.546688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -15466873.000000 Penalty: 3804.489502
	Iteration 283Q: 3 clusters Score -1.546687e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -15466892.000000 Penalty: 3804.489502
	Iteration 284Q: 3 clusters Score -1.546689e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -15466881.000000 Penalty: 3804.489502
	Iteration 285Q: 3 clusters Score -1.546688e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -15466882.000000 Penalty: 3804.489502
	Iteration 286Q: 3 clusters Score -1.546688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -15466876.000000 Penalty: 3804.489502
	Iteration 287Q: 3 clusters Score -1.546688e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -15466899.000000 Penalty: 3804.489502
	Iteration 288Q: 3 clusters Score -1.54669e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -15466902.000000 Penalty: 3804.489502
	Iteration 289Q: 3 clusters Score -1.54669e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -15466888.000000 Penalty: 3804.489502
	Iteration 290Q: 3 clusters Score -1.546689e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -15466866.000000 Penalty: 3804.489502
	Iteration 291Q: 3 clusters Score -1.546687e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -15466878.000000 Penalty: 3804.489502
	Iteration 292Q: 3 clusters Score -1.546688e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -15466876.000000 Penalty: 3804.489502
	Iteration 293Q: 3 clusters Score -1.546688e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -15466894.000000 Penalty: 3804.489502
	Iteration 294Q: 3 clusters Score -1.546689e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -15466922.000000 Penalty: 3804.489502
	Iteration 295Q: 3 clusters Score -1.546692e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -15466926.000000 Penalty: 3804.489502
	Iteration 296Q: 3 clusters Score -1.546693e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -15466922.000000 Penalty: 3804.489502
	Iteration 297Q: 3 clusters Score -1.546692e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -15466936.000000 Penalty: 3804.489502
	Iteration 298Q: 3 clusters Score -1.546694e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -15466943.000000 Penalty: 3804.489502
	Iteration 299Q: 3 clusters Score -1.546694e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -15466960.000000 Penalty: 3804.489502
	Iteration 300F: 3 clusters Score -1.546696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -15466952.000000 Penalty: 3804.489502
	Iteration 301Q: 3 clusters Score -1.546695e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -15466966.000000 Penalty: 3804.489502
	Iteration 302Q: 3 clusters Score -1.546697e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -15466977.000000 Penalty: 3804.489502
	Iteration 303Q: 3 clusters Score -1.546698e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -15466976.000000 Penalty: 3804.489502
	Iteration 304Q: 3 clusters Score -1.546698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -15466996.000000 Penalty: 3804.489502
	Iteration 305Q: 3 clusters Score -1.5467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -15466989.000000 Penalty: 3804.489502
	Iteration 306Q: 3 clusters Score -1.546699e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -15466978.000000 Penalty: 3804.489502
	Iteration 307Q: 3 clusters Score -1.546698e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -15466988.000000 Penalty: 3804.489502
	Iteration 308Q: 3 clusters Score -1.546699e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -15466954.000000 Penalty: 3804.489502
	Iteration 309Q: 3 clusters Score -1.546695e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -15466981.000000 Penalty: 3804.489502
	Iteration 310Q: 3 clusters Score -1.546698e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -15466986.000000 Penalty: 3804.489502
	Iteration 311Q: 3 clusters Score -1.546699e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -15466977.000000 Penalty: 3804.489502
	Iteration 312Q: 3 clusters Score -1.546698e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -15466976.000000 Penalty: 3804.489502
	Iteration 313Q: 3 clusters Score -1.546698e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -15466994.000000 Penalty: 3804.489502
	Iteration 314Q: 3 clusters Score -1.546699e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -15467006.000000 Penalty: 3804.489502
	Iteration 315Q: 3 clusters Score -1.546701e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -15466988.000000 Penalty: 3804.489502
	Iteration 316Q: 3 clusters Score -1.546699e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -15466964.000000 Penalty: 3804.489502
	Iteration 317Q: 3 clusters Score -1.546696e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -15466974.000000 Penalty: 3804.489502
	Iteration 318Q: 3 clusters Score -1.546697e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -15466948.000000 Penalty: 3804.489502
	Iteration 319Q: 3 clusters Score -1.546695e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -15466925.000000 Penalty: 3804.489502
	Iteration 320F: 3 clusters Score -1.546692e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -15466933.000000 Penalty: 3804.489502
	Iteration 321Q: 3 clusters Score -1.546693e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -15466965.000000 Penalty: 3804.489502
	Iteration 322Q: 3 clusters Score -1.546696e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -15466926.000000 Penalty: 3804.489502
	Iteration 323Q: 3 clusters Score -1.546693e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -15466927.000000 Penalty: 3804.489502
	Iteration 324Q: 3 clusters Score -1.546693e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -15466912.000000 Penalty: 3804.489502
	Iteration 325Q: 3 clusters Score -1.546691e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -15466870.000000 Penalty: 3804.489502
	Iteration 326Q: 3 clusters Score -1.546687e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -15466890.000000 Penalty: 3804.489502
	Iteration 327Q: 3 clusters Score -1.546689e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -15466893.000000 Penalty: 3804.489502
	Iteration 328Q: 3 clusters Score -1.546689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -15466909.000000 Penalty: 3804.489502
	Iteration 329Q: 3 clusters Score -1.546691e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -15466923.000000 Penalty: 3804.489502
	Iteration 330Q: 3 clusters Score -1.546692e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -15466928.000000 Penalty: 3804.489502
	Iteration 331Q: 3 clusters Score -1.546693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -15466942.000000 Penalty: 3804.489502
	Iteration 332Q: 3 clusters Score -1.546694e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -15466927.000000 Penalty: 3804.489502
	Iteration 333Q: 3 clusters Score -1.546693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -15466931.000000 Penalty: 3804.489502
	Iteration 334Q: 3 clusters Score -1.546693e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -15466913.000000 Penalty: 3804.489502
	Iteration 335Q: 3 clusters Score -1.546691e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -15466898.000000 Penalty: 3804.489502
	Iteration 336Q: 3 clusters Score -1.54669e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -15466906.000000 Penalty: 3804.489502
	Iteration 337Q: 3 clusters Score -1.546691e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -15466882.000000 Penalty: 3804.489502
	Iteration 338Q: 3 clusters Score -1.546688e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -15466881.000000 Penalty: 3804.489502
	Iteration 339Q: 3 clusters Score -1.546688e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -15466837.000000 Penalty: 3804.489502
	Iteration 340F: 3 clusters Score -1.546684e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -15466813.000000 Penalty: 3804.489502
	Iteration 341Q: 3 clusters Score -1.546681e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -15466801.000000 Penalty: 3804.489502
	Iteration 342Q: 3 clusters Score -1.54668e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -15466805.000000 Penalty: 3804.489502
	Iteration 343Q: 3 clusters Score -1.54668e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -15466825.000000 Penalty: 3804.489502
	Iteration 344Q: 3 clusters Score -1.546682e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -15466799.000000 Penalty: 3804.489502
	Iteration 345Q: 3 clusters Score -1.54668e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -15466811.000000 Penalty: 3804.489502
	Iteration 346Q: 3 clusters Score -1.546681e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -15466821.000000 Penalty: 3804.489502
	Iteration 347Q: 3 clusters Score -1.546682e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -15466831.000000 Penalty: 3804.489502
	Iteration 348Q: 3 clusters Score -1.546683e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -15466874.000000 Penalty: 3804.489502
	Iteration 349Q: 3 clusters Score -1.546687e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15466896.000000 Penalty: 3804.489502
	Iteration 350Q: 3 clusters Score -1.54669e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -15466889.000000 Penalty: 3804.489502
	Iteration 351Q: 3 clusters Score -1.546689e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -15466866.000000 Penalty: 3804.489502
	Iteration 352Q: 3 clusters Score -1.546687e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -15466881.000000 Penalty: 3804.489502
	Iteration 353Q: 3 clusters Score -1.546688e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -15466872.000000 Penalty: 3804.489502
	Iteration 354Q: 3 clusters Score -1.546687e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -15466899.000000 Penalty: 3804.489502
	Iteration 355Q: 3 clusters Score -1.54669e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -15466897.000000 Penalty: 3804.489502
	Iteration 356Q: 3 clusters Score -1.54669e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -15466932.000000 Penalty: 3804.489502
	Iteration 357Q: 3 clusters Score -1.546693e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -15466925.000000 Penalty: 3804.489502
	Iteration 358Q: 3 clusters Score -1.546692e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -15466940.000000 Penalty: 3804.489502
	Iteration 359Q: 3 clusters Score -1.546694e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -15466919.000000 Penalty: 3804.489502
	Iteration 360F: 3 clusters Score -1.546692e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -15466914.000000 Penalty: 3804.489502
	Iteration 361Q: 3 clusters Score -1.546691e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -15466895.000000 Penalty: 3804.489502
	Iteration 362Q: 3 clusters Score -1.54669e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -15466873.000000 Penalty: 3804.489502
	Iteration 363Q: 3 clusters Score -1.546687e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -15466906.000000 Penalty: 3804.489502
	Iteration 364Q: 3 clusters Score -1.546691e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -15466911.000000 Penalty: 3804.489502
	Iteration 365Q: 3 clusters Score -1.546691e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -15466866.000000 Penalty: 3804.489502
	Iteration 366Q: 3 clusters Score -1.546687e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -1.546685e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -1.546687e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -1.546689e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -1.546689e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -1.54669e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -1.546686e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -1.546685e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -1.546683e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -1.546683e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -1.546682e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -1.546682e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -1.546679e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -1.546682e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -1.546682e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -1.546683e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -1.546681e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -1.54668e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -1.546681e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -1.546683e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -1.546682e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -1.546684e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -1.546682e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -1.546681e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -1.54668e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -1.54668e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -1.54668e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -1.546679e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -1.546678e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -1.546674e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -1.546674e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -1.546674e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -1.546671e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -1.54667e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -1.546667e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -1.546666e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -1.546666e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -1.546666e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -1.546666e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -1.546664e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -1.546668e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -1.546668e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -1.546666e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -1.546663e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -1.546665e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -1.546664e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -1.546667e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -1.546668e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -1.546669e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -1.546667e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -1.546668e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -1.546668e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -1.546667e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -1.546667e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -1.546667e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -1.546667e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -1.546668e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -1.546667e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -1.546668e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -1.546667e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -1.546667e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -1.546667e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -1.546666e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -1.546666e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -1.546666e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -1.546666e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -1.546666e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -1.546665e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -1.546665e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -1.546665e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -1.546665e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -1.546666e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -1.546667e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -1.546667e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -1.546667e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -1.546668e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -1.546669e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -1.546668e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -1.546668e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -1.546668e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -1.546669e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
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	Iteration 447Q: 3 clusters Score -1.546668e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -1.546667e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -1.546668e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -1.546666e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -1.546668e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -1.546667e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
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	Iteration 453Q: 3 clusters Score -1.546666e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
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	Iteration 454Q: 3 clusters Score -1.546667e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
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	Iteration 455Q: 3 clusters Score -1.546666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -15466658.000000 Penalty: 3804.489502
	Iteration 456Q: 3 clusters Score -1.546666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -15466669.000000 Penalty: 3804.489502
	Iteration 457Q: 3 clusters Score -1.546667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -15466662.000000 Penalty: 3804.489502
	Iteration 458Q: 3 clusters Score -1.546666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -15466662.000000 Penalty: 3804.489502
	Iteration 459Q: 3 clusters Score -1.546666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -15466659.000000 Penalty: 3804.489502
	Iteration 460F: 3 clusters Score -1.546666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -15466655.000000 Penalty: 3804.489502
	Iteration 461Q: 3 clusters Score -1.546666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -15466655.000000 Penalty: 3804.489502
	Iteration 462F: 3 clusters Score -1.546666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 38569 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24128 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 75127 members 
Mstep: Class 14 contains 63707 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 46185 members 
Entering Unmasked Estep 
Score: -61616580.000000 Penalty: 36216.003906
Splitting cluster 13 changes total score from -61614908.000000 to -61616580.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (63707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Entering Unmasked Estep 
Score: -8120547.500000 Penalty: 1797.583130
	Iteration 0F: 2 clusters Score -8120548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -8078174.500000 Penalty: 3595.166260
	Iteration 0F: 3 clusters Score -8078174 nChanged 30148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8095734.500000 Penalty: 3595.166260
	Iteration 1F: 3 clusters Score -8095734 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -8096409.000000 Penalty: 3595.166260
	Iteration 2Q: 3 clusters Score -8096409 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -8097335.500000 Penalty: 3595.166260
	Iteration 3Q: 3 clusters Score -8097336 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -8098517.500000 Penalty: 3595.166260
	Iteration 4Q: 3 clusters Score -8098518 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -8100093.500000 Penalty: 3595.166260
	Iteration 5Q: 3 clusters Score -8100094 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -8102447.500000 Penalty: 3595.166260
	Iteration 6F: 3 clusters Score -8102448 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -8105264.000000 Penalty: 3595.166260
	Iteration 7F: 3 clusters Score -8105264 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8107980.000000 Penalty: 3595.166260
	Iteration 8F: 3 clusters Score -8107980 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -8110324.000000 Penalty: 3595.166260
	Iteration 9F: 3 clusters Score -8110324 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -8112127.500000 Penalty: 3595.166260
	Iteration 10Q: 3 clusters Score -8112128 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8113495.500000 Penalty: 3595.166260
	Iteration 11Q: 3 clusters Score -8113496 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -8114506.000000 Penalty: 3595.166260
	Iteration 12Q: 3 clusters Score -8114506 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -8115336.000000 Penalty: 3595.166260
	Iteration 13Q: 3 clusters Score -8115336 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -8115988.500000 Penalty: 3595.166260
	Iteration 14Q: 3 clusters Score -8115988 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -8116532.500000 Penalty: 3595.166260
	Iteration 15Q: 3 clusters Score -8116532 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -8116941.500000 Penalty: 3595.166260
	Iteration 16Q: 3 clusters Score -8116942 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8117365.500000 Penalty: 3595.166260
	Iteration 17Q: 3 clusters Score -8117366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -8117698.000000 Penalty: 3595.166260
	Iteration 18Q: 3 clusters Score -8117698 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -8117945.000000 Penalty: 3595.166260
	Iteration 19Q: 3 clusters Score -8117945 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8118122.000000 Penalty: 3595.166260
	Iteration 20F: 3 clusters Score -8118122 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -8118276.000000 Penalty: 3595.166260
	Iteration 21Q: 3 clusters Score -8118276 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -8118426.500000 Penalty: 3595.166260
	Iteration 22Q: 3 clusters Score -8118426 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8118520.500000 Penalty: 3595.166260
	Iteration 23Q: 3 clusters Score -8118520 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8118606.500000 Penalty: 3595.166260
	Iteration 24Q: 3 clusters Score -8118606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -8118683.000000 Penalty: 3595.166260
	Iteration 25Q: 3 clusters Score -8118683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8118713.000000 Penalty: 3595.166260
	Iteration 26Q: 3 clusters Score -8118713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -8118758.000000 Penalty: 3595.166260
	Iteration 27Q: 3 clusters Score -8118758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -8118792.000000 Penalty: 3595.166260
	Iteration 28Q: 3 clusters Score -8118792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8118829.000000 Penalty: 3595.166260
	Iteration 29Q: 3 clusters Score -8118829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8118853.000000 Penalty: 3595.166260
	Iteration 30Q: 3 clusters Score -8118853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -8118866.000000 Penalty: 3595.166260
	Iteration 31Q: 3 clusters Score -8118866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8118882.000000 Penalty: 3595.166260
	Iteration 32Q: 3 clusters Score -8118882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -8118897.000000 Penalty: 3595.166260
	Iteration 33Q: 3 clusters Score -8118897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8118915.500000 Penalty: 3595.166260
	Iteration 34Q: 3 clusters Score -8118916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8118919.000000 Penalty: 3595.166260
	Iteration 35Q: 3 clusters Score -8118919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8118940.000000 Penalty: 3595.166260
	Iteration 36Q: 3 clusters Score -8118940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -8118944.500000 Penalty: 3595.166260
	Iteration 37Q: 3 clusters Score -8118944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -8118951.500000 Penalty: 3595.166260
	Iteration 38Q: 3 clusters Score -8118952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -8118951.500000 Penalty: 3595.166260
	Iteration 39Q: 3 clusters Score -8118952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8118950.500000 Penalty: 3595.166260
	Iteration 40F: 3 clusters Score -8118950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -8118966.500000 Penalty: 3595.166260
	Iteration 41Q: 3 clusters Score -8118966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8118962.500000 Penalty: 3595.166260
	Iteration 42Q: 3 clusters Score -8118962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -8118968.000000 Penalty: 3595.166260
	Iteration 43Q: 3 clusters Score -8118968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -8118972.500000 Penalty: 3595.166260
	Iteration 44Q: 3 clusters Score -8118972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -8118967.500000 Penalty: 3595.166260
	Iteration 45Q: 3 clusters Score -8118968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -8118972.000000 Penalty: 3595.166260
	Iteration 46Q: 3 clusters Score -8118972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -8118979.500000 Penalty: 3595.166260
	Iteration 47Q: 3 clusters Score -8118980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -8118983.000000 Penalty: 3595.166260
	Iteration 48Q: 3 clusters Score -8118983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -8118983.000000 Penalty: 3595.166260
	Iteration 49Q: 3 clusters Score -8118983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -8118985.500000 Penalty: 3595.166260
	Iteration 50Q: 3 clusters Score -8118986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8118985.500000 Penalty: 3595.166260
	Iteration 51Q: 3 clusters Score -8118986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -8118986.000000 Penalty: 3595.166260
	Iteration 52Q: 3 clusters Score -8118986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -8118994.500000 Penalty: 3595.166260
	Iteration 53Q: 3 clusters Score -8118994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -8118991.500000 Penalty: 3595.166260
	Iteration 54Q: 3 clusters Score -8118992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8118991.000000 Penalty: 3595.166260
	Iteration 55Q: 3 clusters Score -8118991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -8118990.500000 Penalty: 3595.166260
	Iteration 56Q: 3 clusters Score -8118990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -8118995.000000 Penalty: 3595.166260
	Iteration 57Q: 3 clusters Score -8118995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -8118990.500000 Penalty: 3595.166260
	Iteration 58Q: 3 clusters Score -8118990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -8119001.500000 Penalty: 3595.166260
	Iteration 59Q: 3 clusters Score -8119002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8118998.000000 Penalty: 3595.166260
	Iteration 60F: 3 clusters Score -8118998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8119005.000000 Penalty: 3595.166260
	Iteration 61Q: 3 clusters Score -8119005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -8119007.500000 Penalty: 3595.166260
	Iteration 62Q: 3 clusters Score -8119008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -8119011.000000 Penalty: 3595.166260
	Iteration 63Q: 3 clusters Score -8119011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8119016.000000 Penalty: 3595.166260
	Iteration 64Q: 3 clusters Score -8119016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -8119019.500000 Penalty: 3595.166260
	Iteration 65Q: 3 clusters Score -8119020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -8119021.000000 Penalty: 3595.166260
	Iteration 66Q: 3 clusters Score -8119021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8119024.500000 Penalty: 3595.166260
	Iteration 67Q: 3 clusters Score -8119024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -8119026.500000 Penalty: 3595.166260
	Iteration 68Q: 3 clusters Score -8119026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -8119026.500000 Penalty: 3595.166260
	Iteration 69F: 3 clusters Score -8119026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -72224.125000 Penalty: 1048.201416
	Iteration 0F: 2 clusters Score -72224.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71049.945312 Penalty: 2096.402832
	Iteration 0F: 3 clusters Score -71049.95 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71244.968750 Penalty: 2096.402832
	Iteration 1F: 3 clusters Score -71244.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71320.859375 Penalty: 2096.402832
	Iteration 2F: 3 clusters Score -71320.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71359.242188 Penalty: 2096.402832
	Iteration 3Q: 3 clusters Score -71359.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71379.773438 Penalty: 2096.402832
	Iteration 4Q: 3 clusters Score -71379.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71399.679688 Penalty: 2096.402832
	Iteration 5Q: 3 clusters Score -71399.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71412.148438 Penalty: 2096.402832
	Iteration 6Q: 3 clusters Score -71412.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71425.664062 Penalty: 2096.402832
	Iteration 7Q: 3 clusters Score -71425.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71440.007812 Penalty: 2096.402832
	Iteration 8Q: 3 clusters Score -71440.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71448.734375 Penalty: 2096.402832
	Iteration 9Q: 3 clusters Score -71448.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71476.148438 Penalty: 2096.402832
	Iteration 10Q: 3 clusters Score -71476.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71501.015625 Penalty: 2096.402832
	Iteration 11Q: 3 clusters Score -71501.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71508.070312 Penalty: 2096.402832
	Iteration 12Q: 3 clusters Score -71508.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71526.898438 Penalty: 2096.402832
	Iteration 13Q: 3 clusters Score -71526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71536.437500 Penalty: 2096.402832
	Iteration 14Q: 3 clusters Score -71536.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71558.414062 Penalty: 2096.402832
	Iteration 15Q: 3 clusters Score -71558.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71577.234375 Penalty: 2096.402832
	Iteration 16Q: 3 clusters Score -71577.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -71586.570312 Penalty: 2096.402832
	Iteration 17Q: 3 clusters Score -71586.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -71589.828125 Penalty: 2096.402832
	Iteration 18Q: 3 clusters Score -71589.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71591.515625 Penalty: 2096.402832
	Iteration 19Q: 3 clusters Score -71591.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -71595.507812 Penalty: 2096.402832
	Iteration 20F: 3 clusters Score -71595.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71604.125000 Penalty: 2096.402832
	Iteration 21Q: 3 clusters Score -71604.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71604.125000 Penalty: 2096.402832
	Iteration 22F: 3 clusters Score -71604.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -32870.417969 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -32870.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32027.119141 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -32027.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32219.208984 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -32219.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32279.357422 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -32279.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32295.464844 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -32295.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32313.111328 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -32313.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32350.621094 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -32350.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32366.716797 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -32366.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32380.656250 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -32380.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32394.210938 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -32394.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32405.960938 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -32405.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32417.244141 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -32417.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32418.025391 Penalty: 1880.741577
	Iteration 11F: 3 clusters Score -32418.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32445.089844 Penalty: 1880.741577
	Iteration 12Q: 3 clusters Score -32445.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32448.982422 Penalty: 1880.741577
	Iteration 13Q: 3 clusters Score -32448.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32468.203125 Penalty: 1880.741577
	Iteration 14Q: 3 clusters Score -32468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32484.849609 Penalty: 1880.741577
	Iteration 15Q: 3 clusters Score -32484.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32501.281250 Penalty: 1880.741577
	Iteration 16Q: 3 clusters Score -32501.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32516.382812 Penalty: 1880.741577
	Iteration 17Q: 3 clusters Score -32516.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32528.896484 Penalty: 1880.741577
	Iteration 18Q: 3 clusters Score -32528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32536.341797 Penalty: 1880.741577
	Iteration 19Q: 3 clusters Score -32536.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32557.978516 Penalty: 1880.741577
	Iteration 20F: 3 clusters Score -32557.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32574.849609 Penalty: 1880.741577
	Iteration 21Q: 3 clusters Score -32574.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32592.929688 Penalty: 1880.741577
	Iteration 22Q: 3 clusters Score -32592.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32620.548828 Penalty: 1880.741577
	Iteration 23Q: 3 clusters Score -32620.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32641.218750 Penalty: 1880.741577
	Iteration 24Q: 3 clusters Score -32641.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32645.923828 Penalty: 1880.741577
	Iteration 25Q: 3 clusters Score -32645.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32648.453125 Penalty: 1880.741577
	Iteration 26F: 3 clusters Score -32648.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32667.587891 Penalty: 1880.741577
	Iteration 27Q: 3 clusters Score -32667.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32672.583984 Penalty: 1880.741577
	Iteration 28Q: 3 clusters Score -32672.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32672.583984 Penalty: 1880.741577
	Iteration 29F: 3 clusters Score -32672.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 38569 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24128 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 75127 members 
Mstep: Class 14 contains 63707 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620104.000000 Penalty: 36216.003906
Iteration 79Q: 18 clusters Score -6.16201e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 72345 members 
Mstep: Class 7 contains 38434 members 
Mstep: Class 8 contains 79348 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 923 members 
Mstep: Class 11 contains 24317 members 
Mstep: Class 12 contains 39505 members 
Mstep: Class 13 contains 76079 members 
Mstep: Class 14 contains 63924 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 45847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623356.000000 Penalty: 36216.003906
Iteration 80F: 18 clusters Score -6.162336e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 71576 members 
Mstep: Class 7 contains 38116 members 
Mstep: Class 8 contains 77710 members 
Mstep: Class 9 contains 321 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 24125 members 
Mstep: Class 12 contains 38482 members 
Mstep: Class 13 contains 76885 members 
Mstep: Class 14 contains 63621 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 336 members 
Mstep: Class 17 contains 50010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625404.000000 Penalty: 36216.003906
Iteration 81Q: 18 clusters Score -6.16254e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 70885 members 
Mstep: Class 7 contains 37844 members 
Mstep: Class 8 contains 76185 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 23966 members 
Mstep: Class 12 contains 37643 members 
Mstep: Class 13 contains 77820 members 
Mstep: Class 14 contains 63661 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 53195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61626876.000000 Penalty: 36216.003906
Iteration 82Q: 18 clusters Score -6.162688e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 70290 members 
Mstep: Class 7 contains 37625 members 
Mstep: Class 8 contains 74819 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 23799 members 
Mstep: Class 12 contains 36879 members 
Mstep: Class 13 contains 78617 members 
Mstep: Class 14 contains 63701 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 336 members 
Mstep: Class 17 contains 56115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628164.000000 Penalty: 36216.003906
Iteration 83Q: 18 clusters Score -6.162816e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 69731 members 
Mstep: Class 7 contains 37402 members 
Mstep: Class 8 contains 73567 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 23660 members 
Mstep: Class 12 contains 36142 members 
Mstep: Class 13 contains 79337 members 
Mstep: Class 14 contains 63718 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 58889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629548.000000 Penalty: 36216.003906
Iteration 84Q: 18 clusters Score -6.162955e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 69211 members 
Mstep: Class 7 contains 37244 members 
Mstep: Class 8 contains 72389 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 23525 members 
Mstep: Class 12 contains 35429 members 
Mstep: Class 13 contains 80020 members 
Mstep: Class 14 contains 63618 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 61562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630508.000000 Penalty: 36216.003906
Iteration 85Q: 18 clusters Score -6.163051e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 68739 members 
Mstep: Class 7 contains 37117 members 
Mstep: Class 8 contains 71291 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 23433 members 
Mstep: Class 12 contains 34740 members 
Mstep: Class 13 contains 80696 members 
Mstep: Class 14 contains 63464 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 64048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630892.000000 Penalty: 36216.003906
Iteration 86Q: 18 clusters Score -6.163089e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68323 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 70365 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 23329 members 
Mstep: Class 12 contains 34090 members 
Mstep: Class 13 contains 81340 members 
Mstep: Class 14 contains 63213 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 66358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631484.000000 Penalty: 36216.003906
Iteration 87Q: 18 clusters Score -6.163148e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 67943 members 
Mstep: Class 7 contains 36907 members 
Mstep: Class 8 contains 69575 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 23233 members 
Mstep: Class 12 contains 33513 members 
Mstep: Class 13 contains 81716 members 
Mstep: Class 14 contains 63070 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 68526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 36216.003906
Iteration 88Q: 18 clusters Score -6.163186e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 67556 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 68905 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 33006 members 
Mstep: Class 13 contains 81743 members 
Mstep: Class 14 contains 63030 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 70657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632092.000000 Penalty: 36216.003906
Iteration 89Q: 18 clusters Score -6.163209e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 67241 members 
Mstep: Class 7 contains 36708 members 
Mstep: Class 8 contains 68334 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 32599 members 
Mstep: Class 13 contains 81452 members 
Mstep: Class 14 contains 63067 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 72732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632112.000000 Penalty: 36216.003906
Iteration 90Q: 18 clusters Score -6.163211e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66966 members 
Mstep: Class 7 contains 36607 members 
Mstep: Class 8 contains 67894 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 23026 members 
Mstep: Class 12 contains 32309 members 
Mstep: Class 13 contains 80821 members 
Mstep: Class 14 contains 63203 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 74743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631928.000000 Penalty: 36216.003906
Iteration 91Q: 18 clusters Score -6.163193e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 1215 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66725 members 
Mstep: Class 7 contains 36534 members 
Mstep: Class 8 contains 67535 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 22958 members 
Mstep: Class 12 contains 32060 members 
Mstep: Class 13 contains 79942 members 
Mstep: Class 14 contains 63389 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 76730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631924.000000 Penalty: 36216.003906
Iteration 92Q: 18 clusters Score -6.163192e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66530 members 
Mstep: Class 7 contains 36464 members 
Mstep: Class 8 contains 67284 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 31877 members 
Mstep: Class 13 contains 78811 members 
Mstep: Class 14 contains 63654 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 78645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631680.000000 Penalty: 36216.003906
Iteration 93Q: 18 clusters Score -6.163168e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66378 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67105 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22843 members 
Mstep: Class 12 contains 31722 members 
Mstep: Class 13 contains 77534 members 
Mstep: Class 14 contains 63956 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 80442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631640.000000 Penalty: 36216.003906
Iteration 94Q: 18 clusters Score -6.163164e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66264 members 
Mstep: Class 7 contains 36370 members 
Mstep: Class 8 contains 67031 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22799 members 
Mstep: Class 12 contains 31606 members 
Mstep: Class 13 contains 76275 members 
Mstep: Class 14 contains 64231 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 82048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631932.000000 Penalty: 36216.003906
Iteration 95Q: 18 clusters Score -6.163193e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66151 members 
Mstep: Class 7 contains 36345 members 
Mstep: Class 8 contains 66967 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22748 members 
Mstep: Class 12 contains 31505 members 
Mstep: Class 13 contains 75188 members 
Mstep: Class 14 contains 64504 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 83426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631924.000000 Penalty: 36216.003906
Iteration 96Q: 18 clusters Score -6.163192e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 4395 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 66065 members 
Mstep: Class 7 contains 36312 members 
Mstep: Class 8 contains 66933 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22703 members 
Mstep: Class 12 contains 31421 members 
Mstep: Class 13 contains 74220 members 
Mstep: Class 14 contains 64775 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 84580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631948.000000 Penalty: 36216.003906
Iteration 97Q: 18 clusters Score -6.163195e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65994 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 66920 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22680 members 
Mstep: Class 12 contains 31361 members 
Mstep: Class 13 contains 73383 members 
Mstep: Class 14 contains 64991 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 85542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631988.000000 Penalty: 36216.003906
Iteration 98Q: 18 clusters Score -6.163199e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65940 members 
Mstep: Class 7 contains 36294 members 
Mstep: Class 8 contains 66910 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22660 members 
Mstep: Class 12 contains 31324 members 
Mstep: Class 13 contains 72653 members 
Mstep: Class 14 contains 65183 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 86338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632056.000000 Penalty: 36216.003906
Iteration 99Q: 18 clusters Score -6.163206e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65921 members 
Mstep: Class 7 contains 36271 members 
Mstep: Class 8 contains 66905 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22644 members 
Mstep: Class 12 contains 31281 members 
Mstep: Class 13 contains 72032 members 
Mstep: Class 14 contains 65329 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 87035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631980.000000 Penalty: 36216.003906
Iteration 100F: 18 clusters Score -6.163198e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65897 members 
Mstep: Class 7 contains 36252 members 
Mstep: Class 8 contains 66885 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 22623 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 13 contains 71510 members 
Mstep: Class 14 contains 65449 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 87650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632012.000000 Penalty: 36216.003906
Iteration 101Q: 18 clusters Score -6.163201e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65853 members 
Mstep: Class 7 contains 36257 members 
Mstep: Class 8 contains 66893 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 22609 members 
Mstep: Class 12 contains 31213 members 
Mstep: Class 13 contains 71195 members 
Mstep: Class 14 contains 65514 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 17 contains 88099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631988.000000 Penalty: 36216.003906
Iteration 102Q: 18 clusters Score -6.163199e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65824 members 
Mstep: Class 7 contains 36265 members 
Mstep: Class 8 contains 66875 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22594 members 
Mstep: Class 12 contains 31170 members 
Mstep: Class 13 contains 70997 members 
Mstep: Class 14 contains 65544 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 17 contains 88433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631820.000000 Penalty: 36216.003906
Iteration 103Q: 18 clusters Score -6.163182e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65803 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 66848 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 31126 members 
Mstep: Class 13 contains 70938 members 
Mstep: Class 14 contains 65542 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 88665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631776.000000 Penalty: 36216.003906
Iteration 104Q: 18 clusters Score -6.163178e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65803 members 
Mstep: Class 7 contains 36269 members 
Mstep: Class 8 contains 66833 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22560 members 
Mstep: Class 12 contains 31092 members 
Mstep: Class 13 contains 70984 members 
Mstep: Class 14 contains 65491 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 88792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631792.000000 Penalty: 36216.003906
Iteration 105Q: 18 clusters Score -6.163179e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65804 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 66832 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 31055 members 
Mstep: Class 13 contains 71107 members 
Mstep: Class 14 contains 65387 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631736.000000 Penalty: 36216.003906
Iteration 106Q: 18 clusters Score -6.163174e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65808 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 31028 members 
Mstep: Class 13 contains 71263 members 
Mstep: Class 14 contains 65282 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631644.000000 Penalty: 36216.003906
Iteration 107Q: 18 clusters Score -6.163164e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65804 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 66836 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 30991 members 
Mstep: Class 13 contains 71544 members 
Mstep: Class 14 contains 65140 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631816.000000 Penalty: 36216.003906
Iteration 108Q: 18 clusters Score -6.163182e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 65791 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 66855 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 30949 members 
Mstep: Class 13 contains 71908 members 
Mstep: Class 14 contains 64990 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631796.000000 Penalty: 36216.003906
Iteration 109Q: 18 clusters Score -6.16318e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65769 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 66857 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 22479 members 
Mstep: Class 12 contains 30909 members 
Mstep: Class 13 contains 72298 members 
Mstep: Class 14 contains 64829 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631780.000000 Penalty: 36216.003906
Iteration 110Q: 18 clusters Score -6.163178e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65758 members 
Mstep: Class 7 contains 36292 members 
Mstep: Class 8 contains 66850 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 22467 members 
Mstep: Class 12 contains 30876 members 
Mstep: Class 13 contains 72719 members 
Mstep: Class 14 contains 64672 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631800.000000 Penalty: 36216.003906
Iteration 111Q: 18 clusters Score -6.16318e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65755 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 66842 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22450 members 
Mstep: Class 12 contains 30836 members 
Mstep: Class 13 contains 73111 members 
Mstep: Class 14 contains 64514 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631776.000000 Penalty: 36216.003906
Iteration 112Q: 18 clusters Score -6.163178e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65758 members 
Mstep: Class 7 contains 36300 members 
Mstep: Class 8 contains 66863 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 30805 members 
Mstep: Class 13 contains 73556 members 
Mstep: Class 14 contains 64330 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631768.000000 Penalty: 36216.003906
Iteration 113Q: 18 clusters Score -6.163177e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65764 members 
Mstep: Class 7 contains 36292 members 
Mstep: Class 8 contains 66864 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22422 members 
Mstep: Class 12 contains 30759 members 
Mstep: Class 13 contains 74065 members 
Mstep: Class 14 contains 64143 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631684.000000 Penalty: 36216.003906
Iteration 114Q: 18 clusters Score -6.163168e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65766 members 
Mstep: Class 7 contains 36299 members 
Mstep: Class 8 contains 66882 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 22412 members 
Mstep: Class 12 contains 30724 members 
Mstep: Class 13 contains 74596 members 
Mstep: Class 14 contains 63954 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631692.000000 Penalty: 36216.003906
Iteration 115Q: 18 clusters Score -6.163169e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65760 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 66898 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22410 members 
Mstep: Class 12 contains 30699 members 
Mstep: Class 13 contains 75202 members 
Mstep: Class 14 contains 63780 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631548.000000 Penalty: 36216.003906
Iteration 116Q: 18 clusters Score -6.163155e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65749 members 
Mstep: Class 7 contains 36282 members 
Mstep: Class 8 contains 66902 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 22405 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 75794 members 
Mstep: Class 14 contains 63607 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631652.000000 Penalty: 36216.003906
Iteration 117Q: 18 clusters Score -6.163165e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65755 members 
Mstep: Class 7 contains 36281 members 
Mstep: Class 8 contains 66901 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22400 members 
Mstep: Class 12 contains 30667 members 
Mstep: Class 13 contains 76367 members 
Mstep: Class 14 contains 63457 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631680.000000 Penalty: 36216.003906
Iteration 118Q: 18 clusters Score -6.163168e+07 nChanged 1124
Entering ConstructFrom: 
Score: -61631680.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Entering Unmasked Estep 
Score: -4082831.250000 Penalty: 1685.290649
	Iteration 0F: 2 clusters Score -4082831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4061441.250000 Penalty: 3370.581299
	Iteration 0F: 3 clusters Score -4061441 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4069767.000000 Penalty: 3370.581299
	Iteration 1F: 3 clusters Score -4069767 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4070283.500000 Penalty: 3370.581299
	Iteration 2Q: 3 clusters Score -4070284 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4070881.250000 Penalty: 3370.581299
	Iteration 3Q: 3 clusters Score -4070881 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4071495.000000 Penalty: 3370.581299
	Iteration 4Q: 3 clusters Score -4071495 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4072233.250000 Penalty: 3370.581299
	Iteration 5F: 3 clusters Score -4072233 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4073063.750000 Penalty: 3370.581299
	Iteration 6F: 3 clusters Score -4073064 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4074002.000000 Penalty: 3370.581299
	Iteration 7F: 3 clusters Score -4074002 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4075035.500000 Penalty: 3370.581299
	Iteration 8F: 3 clusters Score -4075036 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4076131.750000 Penalty: 3370.581299
	Iteration 9F: 3 clusters Score -4076132 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4077204.750000 Penalty: 3370.581299
	Iteration 10Q: 3 clusters Score -4077205 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4078222.500000 Penalty: 3370.581299
	Iteration 11Q: 3 clusters Score -4078222 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4079290.500000 Penalty: 3370.581299
	Iteration 12Q: 3 clusters Score -4079290 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4080156.000000 Penalty: 3370.581299
	Iteration 13Q: 3 clusters Score -4080156 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4080773.000000 Penalty: 3370.581299
	Iteration 14Q: 3 clusters Score -4080773 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4081016.750000 Penalty: 3370.581299
	Iteration 15Q: 3 clusters Score -4081017 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4081156.750000 Penalty: 3370.581299
	Iteration 16Q: 3 clusters Score -4081157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4081239.250000 Penalty: 3370.581299
	Iteration 17Q: 3 clusters Score -4081239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4081283.500000 Penalty: 3370.581299
	Iteration 18Q: 3 clusters Score -4081284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4081300.250000 Penalty: 3370.581299
	Iteration 19Q: 3 clusters Score -4081300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4081309.250000 Penalty: 3370.581299
	Iteration 20F: 3 clusters Score -4081309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4081314.000000 Penalty: 3370.581299
	Iteration 21Q: 3 clusters Score -4081314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4081322.000000 Penalty: 3370.581299
	Iteration 22Q: 3 clusters Score -4081322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4081327.000000 Penalty: 3370.581299
	Iteration 23Q: 3 clusters Score -4081327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4081330.250000 Penalty: 3370.581299
	Iteration 24Q: 3 clusters Score -4081330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4081330.250000 Penalty: 3370.581299
	Iteration 25F: 3 clusters Score -4081330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -510718.656250 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -510718.7 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 2156 members 
Entering Unmasked Estep 
Score: -507102.750000 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -507102.8 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -508155.062500 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -508155.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -508361.062500 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -508361.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -508504.968750 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -508505 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -508622.906250 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -508622.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -508740.843750 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -508740.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -508888.937500 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -508888.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -509042.843750 Penalty: 2723.350342
	Iteration 7F: 3 clusters Score -509042.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -509193.843750 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -509193.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -509333.562500 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -509333.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -509462.062500 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -509462.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -509532.968750 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -509533 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509577.406250 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -509577.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -509607.468750 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -509607.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -509625.937500 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -509625.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -509646.000000 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -509646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -509657.531250 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -509657.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -509668.218750 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -509668.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -509672.593750 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -509672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -509677.187500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -509677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -509680.406250 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -509680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -509680.625000 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -509680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -509682.625000 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -509682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -509685.812500 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -509685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -509686.781250 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -509686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -509689.062500 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -509689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -509689.562500 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -509689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -509691.343750 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -509691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -509691.531250 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -509691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -509690.812500 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -509690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -509690.593750 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -509690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -509690.593750 Penalty: 2723.350342
	Iteration 31F: 3 clusters Score -509690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -132414.671875 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -132414.7 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 585 members 
Entering Unmasked Estep 
Score: -130901.046875 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -130901 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131200.000000 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -131200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131280.500000 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -131280.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131322.421875 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -131322.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131356.046875 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -131356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131372.437500 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -131372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131380.734375 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -131380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131389.265625 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -131389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131404.031250 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -131404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131416.312500 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -131416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131422.843750 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -131422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131424.765625 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -131424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131427.390625 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -131427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131431.640625 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -131431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131432.593750 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -131432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131433.515625 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -131433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131433.515625 Penalty: 2279.522461
	Iteration 16F: 3 clusters Score -131433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -629451.562500 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -629451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -625428.562500 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -625428.6 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -626544.625000 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -626544.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -626713.500000 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -626713.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -626803.750000 Penalty: 2767.697510
	Iteration 3Q: 3 clusters Score -626803.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -626871.375000 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -626871.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -626938.375000 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -626938.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -627012.062500 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -627012.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -627089.375000 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -627089.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -627170.687500 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -627170.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -627282.687500 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -627282.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -627413.750000 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -627413.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -627567.500000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -627567.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -627710.000000 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -627710 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -627869.687500 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -627869.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -627991.187500 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -627991.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -628106.062500 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -628106.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -628195.312500 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -628195.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -628273.187500 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -628273.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -628318.750000 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -628318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -628347.812500 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -628347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -628364.187500 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -628364.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -628376.187500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -628376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -628380.250000 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -628380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -628383.312500 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -628383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -628385.625000 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -628385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -628386.687500 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -628386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -628386.687500 Penalty: 2767.697510
	Iteration 26F: 3 clusters Score -628386.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -50150.894531 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -50150.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49214.425781 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -49214.43 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49609.058594 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -49609.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49860.890625 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -49860.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50018.625000 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -50018.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50131.343750 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -50131.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50218.210938 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -50218.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50274.609375 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -50274.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50306.300781 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -50306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50331.925781 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -50331.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50333.402344 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -50333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50337.480469 Penalty: 2025.545654
	Iteration 10F: 3 clusters Score -50337.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50360.496094 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -50360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50383.582031 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -50383.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50385.097656 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -50385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50386.710938 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -50386.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50388.039062 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -50388.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50391.867188 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -50391.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50398.273438 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -50398.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50400.941406 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -50400.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50404.859375 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -50404.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50408.085938 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -50408.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50409.351562 Penalty: 2025.545654
	Iteration 21Q: 3 clusters Score -50409.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50409.351562 Penalty: 2025.545654
	Iteration 22F: 3 clusters Score -50409.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 65776 members 
Mstep: Class 7 contains 36269 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30650 members 
Mstep: Class 13 contains 76943 members 
Mstep: Class 14 contains 63305 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86231 members 
Mstep: Class 18 contains 192 members 
Entering Unmasked Estep 
Score: -61630840.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61631680.000000 to -61630840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Entering Unmasked Estep 
Score: -8378004.000000 Penalty: 1802.776733
	Iteration 0F: 2 clusters Score -8378004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -8334635.000000 Penalty: 3605.553467
	Iteration 0F: 3 clusters Score -8334635 nChanged 31040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -8352545.500000 Penalty: 3605.553467
	Iteration 1F: 3 clusters Score -8352546 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -8353762.000000 Penalty: 3605.553467
	Iteration 2Q: 3 clusters Score -8353762 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8355822.500000 Penalty: 3605.553467
	Iteration 3F: 3 clusters Score -8355822 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -8359410.500000 Penalty: 3605.553467
	Iteration 4F: 3 clusters Score -8359410 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -8364348.500000 Penalty: 3605.553467
	Iteration 5F: 3 clusters Score -8364348 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8369384.000000 Penalty: 3605.553467
	Iteration 6F: 3 clusters Score -8369384 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8373128.000000 Penalty: 3605.553467
	Iteration 7F: 3 clusters Score -8373128 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8375178.500000 Penalty: 3605.553467
	Iteration 8Q: 3 clusters Score -8375178 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8375936.000000 Penalty: 3605.553467
	Iteration 9Q: 3 clusters Score -8375936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8376210.000000 Penalty: 3605.553467
	Iteration 10Q: 3 clusters Score -8376210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8376337.000000 Penalty: 3605.553467
	Iteration 11Q: 3 clusters Score -8376337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8376402.500000 Penalty: 3605.553467
	Iteration 12Q: 3 clusters Score -8376402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8376428.000000 Penalty: 3605.553467
	Iteration 13Q: 3 clusters Score -8376428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8376439.500000 Penalty: 3605.553467
	Iteration 14Q: 3 clusters Score -8376440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8376452.000000 Penalty: 3605.553467
	Iteration 15Q: 3 clusters Score -8376452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8376465.000000 Penalty: 3605.553467
	Iteration 16Q: 3 clusters Score -8376465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8376470.500000 Penalty: 3605.553467
	Iteration 17Q: 3 clusters Score -8376470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8376470.500000 Penalty: 3605.553467
	Iteration 18F: 3 clusters Score -8376470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Entering Unmasked Estep 
Score: -4434597.500000 Penalty: 1706.041748
	Iteration 0F: 2 clusters Score -4434598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4410297.000000 Penalty: 3412.083496
	Iteration 0F: 3 clusters Score -4410297 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4419817.500000 Penalty: 3412.083496
	Iteration 1F: 3 clusters Score -4419818 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4420236.000000 Penalty: 3412.083496
	Iteration 2Q: 3 clusters Score -4420236 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4420643.000000 Penalty: 3412.083496
	Iteration 3Q: 3 clusters Score -4420643 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4421104.000000 Penalty: 3412.083496
	Iteration 4Q: 3 clusters Score -4421104 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4421600.500000 Penalty: 3412.083496
	Iteration 5Q: 3 clusters Score -4421600 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4422186.500000 Penalty: 3412.083496
	Iteration 6Q: 3 clusters Score -4422186 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4422902.000000 Penalty: 3412.083496
	Iteration 7Q: 3 clusters Score -4422902 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4423799.500000 Penalty: 3412.083496
	Iteration 8Q: 3 clusters Score -4423800 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4424970.000000 Penalty: 3412.083496
	Iteration 9Q: 3 clusters Score -4424970 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4426250.000000 Penalty: 3412.083496
	Iteration 10Q: 3 clusters Score -4426250 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4427356.000000 Penalty: 3412.083496
	Iteration 11Q: 3 clusters Score -4427356 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4428218.500000 Penalty: 3412.083496
	Iteration 12Q: 3 clusters Score -4428218 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4428841.000000 Penalty: 3412.083496
	Iteration 13Q: 3 clusters Score -4428841 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4429362.000000 Penalty: 3412.083496
	Iteration 14Q: 3 clusters Score -4429362 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4429822.000000 Penalty: 3412.083496
	Iteration 15Q: 3 clusters Score -4429822 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4430224.500000 Penalty: 3412.083496
	Iteration 16Q: 3 clusters Score -4430224 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4430646.000000 Penalty: 3412.083496
	Iteration 17Q: 3 clusters Score -4430646 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4431116.000000 Penalty: 3412.083496
	Iteration 18Q: 3 clusters Score -4431116 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4431519.500000 Penalty: 3412.083496
	Iteration 19Q: 3 clusters Score -4431520 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4431944.500000 Penalty: 3412.083496
	Iteration 20F: 3 clusters Score -4431944 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4432353.000000 Penalty: 3412.083496
	Iteration 21Q: 3 clusters Score -4432353 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4432655.500000 Penalty: 3412.083496
	Iteration 22Q: 3 clusters Score -4432656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4432836.000000 Penalty: 3412.083496
	Iteration 23Q: 3 clusters Score -4432836 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4432928.000000 Penalty: 3412.083496
	Iteration 24Q: 3 clusters Score -4432928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4432990.500000 Penalty: 3412.083496
	Iteration 25Q: 3 clusters Score -4432990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4433021.500000 Penalty: 3412.083496
	Iteration 26Q: 3 clusters Score -4433022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4433048.000000 Penalty: 3412.083496
	Iteration 27Q: 3 clusters Score -4433048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4433065.500000 Penalty: 3412.083496
	Iteration 28Q: 3 clusters Score -4433066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4433076.500000 Penalty: 3412.083496
	Iteration 29Q: 3 clusters Score -4433076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4433089.000000 Penalty: 3412.083496
	Iteration 30Q: 3 clusters Score -4433089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4433098.500000 Penalty: 3412.083496
	Iteration 31Q: 3 clusters Score -4433098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4433103.500000 Penalty: 3412.083496
	Iteration 32Q: 3 clusters Score -4433104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4433105.500000 Penalty: 3412.083496
	Iteration 33Q: 3 clusters Score -4433106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4433104.000000 Penalty: 3412.083496
	Iteration 34Q: 3 clusters Score -4433104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -4433106.500000 Penalty: 3412.083496
	Iteration 35Q: 3 clusters Score -4433106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4433114.000000 Penalty: 3412.083496
	Iteration 36Q: 3 clusters Score -4433114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4433111.000000 Penalty: 3412.083496
	Iteration 37Q: 3 clusters Score -4433111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4433111.000000 Penalty: 3412.083496
	Iteration 38F: 3 clusters Score -4433111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Entering Unmasked Estep 
Score: -8569881.000000 Penalty: 1805.598145
	Iteration 0F: 2 clusters Score -8569881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8526019.000000 Penalty: 3611.196289
	Iteration 0F: 3 clusters Score -8526019 nChanged 31584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8543901.000000 Penalty: 3611.196289
	Iteration 1F: 3 clusters Score -8543901 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8544385.000000 Penalty: 3611.196289
	Iteration 2Q: 3 clusters Score -8544385 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -8544789.000000 Penalty: 3611.196289
	Iteration 3Q: 3 clusters Score -8544789 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -8545381.000000 Penalty: 3611.196289
	Iteration 4Q: 3 clusters Score -8545381 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -8546184.000000 Penalty: 3611.196289
	Iteration 5Q: 3 clusters Score -8546184 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -8547468.000000 Penalty: 3611.196289
	Iteration 6Q: 3 clusters Score -8547468 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8549334.000000 Penalty: 3611.196289
	Iteration 7Q: 3 clusters Score -8549334 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -8552010.000000 Penalty: 3611.196289
	Iteration 8F: 3 clusters Score -8552010 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8555242.000000 Penalty: 3611.196289
	Iteration 9F: 3 clusters Score -8555242 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8557938.000000 Penalty: 3611.196289
	Iteration 10F: 3 clusters Score -8557938 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -8559990.000000 Penalty: 3611.196289
	Iteration 11Q: 3 clusters Score -8559990 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -8561395.000000 Penalty: 3611.196289
	Iteration 12Q: 3 clusters Score -8561395 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -8562254.000000 Penalty: 3611.196289
	Iteration 13Q: 3 clusters Score -8562254 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -8562945.000000 Penalty: 3611.196289
	Iteration 14Q: 3 clusters Score -8562945 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -8563465.000000 Penalty: 3611.196289
	Iteration 15Q: 3 clusters Score -8563465 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -8563872.000000 Penalty: 3611.196289
	Iteration 16Q: 3 clusters Score -8563872 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8564252.000000 Penalty: 3611.196289
	Iteration 17Q: 3 clusters Score -8564252 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8564637.000000 Penalty: 3611.196289
	Iteration 18Q: 3 clusters Score -8564637 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -8565051.000000 Penalty: 3611.196289
	Iteration 19Q: 3 clusters Score -8565051 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -8565462.000000 Penalty: 3611.196289
	Iteration 20F: 3 clusters Score -8565462 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8565895.000000 Penalty: 3611.196289
	Iteration 21Q: 3 clusters Score -8565895 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -8566212.000000 Penalty: 3611.196289
	Iteration 22Q: 3 clusters Score -8566212 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8566551.000000 Penalty: 3611.196289
	Iteration 23Q: 3 clusters Score -8566551 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8566891.000000 Penalty: 3611.196289
	Iteration 24Q: 3 clusters Score -8566891 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8567133.000000 Penalty: 3611.196289
	Iteration 25Q: 3 clusters Score -8567133 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8567389.000000 Penalty: 3611.196289
	Iteration 26Q: 3 clusters Score -8567389 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8567577.000000 Penalty: 3611.196289
	Iteration 27Q: 3 clusters Score -8567577 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8567730.000000 Penalty: 3611.196289
	Iteration 28Q: 3 clusters Score -8567730 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8567863.000000 Penalty: 3611.196289
	Iteration 29Q: 3 clusters Score -8567863 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8568000.000000 Penalty: 3611.196289
	Iteration 30Q: 3 clusters Score -8568000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8568075.000000 Penalty: 3611.196289
	Iteration 31Q: 3 clusters Score -8568075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8568120.000000 Penalty: 3611.196289
	Iteration 32Q: 3 clusters Score -8568120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8568166.000000 Penalty: 3611.196289
	Iteration 33Q: 3 clusters Score -8568166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8568198.000000 Penalty: 3611.196289
	Iteration 34Q: 3 clusters Score -8568198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8568230.000000 Penalty: 3611.196289
	Iteration 35Q: 3 clusters Score -8568230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8568244.000000 Penalty: 3611.196289
	Iteration 36Q: 3 clusters Score -8568244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8568271.000000 Penalty: 3611.196289
	Iteration 37Q: 3 clusters Score -8568271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8568282.000000 Penalty: 3611.196289
	Iteration 38Q: 3 clusters Score -8568282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8568295.000000 Penalty: 3611.196289
	Iteration 39Q: 3 clusters Score -8568295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8568308.000000 Penalty: 3611.196289
	Iteration 40F: 3 clusters Score -8568308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8568324.000000 Penalty: 3611.196289
	Iteration 41Q: 3 clusters Score -8568324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8568334.000000 Penalty: 3611.196289
	Iteration 42Q: 3 clusters Score -8568334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8568334.000000 Penalty: 3611.196289
	Iteration 43Q: 3 clusters Score -8568334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8568343.000000 Penalty: 3611.196289
	Iteration 44Q: 3 clusters Score -8568343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8568349.000000 Penalty: 3611.196289
	Iteration 45Q: 3 clusters Score -8568349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8568371.000000 Penalty: 3611.196289
	Iteration 46Q: 3 clusters Score -8568371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8568378.000000 Penalty: 3611.196289
	Iteration 47Q: 3 clusters Score -8568378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8568402.000000 Penalty: 3611.196289
	Iteration 48Q: 3 clusters Score -8568402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8568402.000000 Penalty: 3611.196289
	Iteration 49Q: 3 clusters Score -8568402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8568413.000000 Penalty: 3611.196289
	Iteration 50Q: 3 clusters Score -8568413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8568411.000000 Penalty: 3611.196289
	Iteration 51Q: 3 clusters Score -8568411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8568423.000000 Penalty: 3611.196289
	Iteration 52Q: 3 clusters Score -8568423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8568421.000000 Penalty: 3611.196289
	Iteration 53Q: 3 clusters Score -8568421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8568412.000000 Penalty: 3611.196289
	Iteration 54Q: 3 clusters Score -8568412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8568416.000000 Penalty: 3611.196289
	Iteration 55Q: 3 clusters Score -8568416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8568423.000000 Penalty: 3611.196289
	Iteration 56Q: 3 clusters Score -8568423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8568428.000000 Penalty: 3611.196289
	Iteration 57Q: 3 clusters Score -8568428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8568428.000000 Penalty: 3611.196289
	Iteration 58Q: 3 clusters Score -8568428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8568425.000000 Penalty: 3611.196289
	Iteration 59Q: 3 clusters Score -8568425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8568431.000000 Penalty: 3611.196289
	Iteration 60F: 3 clusters Score -8568431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8568425.000000 Penalty: 3611.196289
	Iteration 61Q: 3 clusters Score -8568425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8568425.000000 Penalty: 3611.196289
	Iteration 62F: 3 clusters Score -8568425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -22002.632812 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -22002.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21346.652344 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -21346.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21809.904297 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -21809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22083.771484 Penalty: 1874.704346
	Iteration 2F: 3 clusters Score -22083.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22154.412109 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -22154.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22178.798828 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -22178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22181.593750 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -22181.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22181.593750 Penalty: 1874.704346
	Iteration 6F: 3 clusters Score -22181.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65776 members 
Mstep: Class 7 contains 36269 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30650 members 
Mstep: Class 13 contains 76943 members 
Mstep: Class 14 contains 63305 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86231 members 
Mstep: Class 18 contains 143 members 
Entering Unmasked Estep 
Score: -61630676.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61631680.000000 to -61630676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -124802.609375 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -124802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123406.765625 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -123406.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123682.218750 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -123682.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -123754.617188 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -123754.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123786.312500 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -123786.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123798.273438 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -123798.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -123802.781250 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -123802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123805.351562 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -123805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123807.710938 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -123807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123809.921875 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -123809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123811.656250 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -123811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123813.609375 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -123813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123814.359375 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -123814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123815.531250 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -123815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123816.960938 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -123817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123819.601562 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -123819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123821.851562 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -123821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123822.671875 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -123822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123822.671875 Penalty: 2244.369873
	Iteration 17F: 3 clusters Score -123822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Entering Unmasked Estep 
Score: -2841565.000000 Penalty: 1627.594727
	Iteration 0F: 2 clusters Score -2841565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2826470.500000 Penalty: 3255.189453
	Iteration 0F: 3 clusters Score -2826470 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2831908.500000 Penalty: 3255.189453
	Iteration 1F: 3 clusters Score -2831908 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2832232.250000 Penalty: 3255.189453
	Iteration 2Q: 3 clusters Score -2832232 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2832527.000000 Penalty: 3255.189453
	Iteration 3Q: 3 clusters Score -2832527 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2832794.750000 Penalty: 3255.189453
	Iteration 4Q: 3 clusters Score -2832795 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2833106.250000 Penalty: 3255.189453
	Iteration 5Q: 3 clusters Score -2833106 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2833465.500000 Penalty: 3255.189453
	Iteration 6Q: 3 clusters Score -2833466 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2833901.000000 Penalty: 3255.189453
	Iteration 7Q: 3 clusters Score -2833901 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2834512.750000 Penalty: 3255.189453
	Iteration 8Q: 3 clusters Score -2834513 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2835333.000000 Penalty: 3255.189453
	Iteration 9F: 3 clusters Score -2835333 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2836354.250000 Penalty: 3255.189453
	Iteration 10F: 3 clusters Score -2836354 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2837366.500000 Penalty: 3255.189453
	Iteration 11F: 3 clusters Score -2837366 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2838248.500000 Penalty: 3255.189453
	Iteration 12Q: 3 clusters Score -2838248 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2838819.000000 Penalty: 3255.189453
	Iteration 13Q: 3 clusters Score -2838819 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2839189.500000 Penalty: 3255.189453
	Iteration 14Q: 3 clusters Score -2839190 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2839461.500000 Penalty: 3255.189453
	Iteration 15Q: 3 clusters Score -2839462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2839651.750000 Penalty: 3255.189453
	Iteration 16Q: 3 clusters Score -2839652 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2839812.500000 Penalty: 3255.189453
	Iteration 17Q: 3 clusters Score -2839812 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2839911.750000 Penalty: 3255.189453
	Iteration 18Q: 3 clusters Score -2839912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2839994.750000 Penalty: 3255.189453
	Iteration 19Q: 3 clusters Score -2839995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2840035.000000 Penalty: 3255.189453
	Iteration 20F: 3 clusters Score -2840035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2840071.500000 Penalty: 3255.189453
	Iteration 21Q: 3 clusters Score -2840072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2840095.000000 Penalty: 3255.189453
	Iteration 22Q: 3 clusters Score -2840095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2840104.000000 Penalty: 3255.189453
	Iteration 23Q: 3 clusters Score -2840104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2840112.750000 Penalty: 3255.189453
	Iteration 24Q: 3 clusters Score -2840113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2840121.250000 Penalty: 3255.189453
	Iteration 25Q: 3 clusters Score -2840121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2840124.250000 Penalty: 3255.189453
	Iteration 26Q: 3 clusters Score -2840124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2840124.750000 Penalty: 3255.189453
	Iteration 27Q: 3 clusters Score -2840125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2840132.250000 Penalty: 3255.189453
	Iteration 28Q: 3 clusters Score -2840132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2840131.750000 Penalty: 3255.189453
	Iteration 29Q: 3 clusters Score -2840132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2840141.000000 Penalty: 3255.189453
	Iteration 30Q: 3 clusters Score -2840141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2840143.000000 Penalty: 3255.189453
	Iteration 31Q: 3 clusters Score -2840143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2840148.750000 Penalty: 3255.189453
	Iteration 32Q: 3 clusters Score -2840149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2840149.750000 Penalty: 3255.189453
	Iteration 33Q: 3 clusters Score -2840150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2840158.500000 Penalty: 3255.189453
	Iteration 34Q: 3 clusters Score -2840158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2840163.750000 Penalty: 3255.189453
	Iteration 35Q: 3 clusters Score -2840164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2840166.750000 Penalty: 3255.189453
	Iteration 36Q: 3 clusters Score -2840167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2840170.750000 Penalty: 3255.189453
	Iteration 37Q: 3 clusters Score -2840171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2840171.000000 Penalty: 3255.189453
	Iteration 38Q: 3 clusters Score -2840171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2840171.750000 Penalty: 3255.189453
	Iteration 39Q: 3 clusters Score -2840172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2840171.750000 Penalty: 3255.189453
	Iteration 40F: 3 clusters Score -2840172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Entering Unmasked Estep 
Score: -3903573.000000 Penalty: 1678.688110
	Iteration 0F: 2 clusters Score -3903573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3882853.250000 Penalty: 3357.376221
	Iteration 0F: 3 clusters Score -3882853 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3890976.750000 Penalty: 3357.376221
	Iteration 1F: 3 clusters Score -3890977 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3891402.250000 Penalty: 3357.376221
	Iteration 2Q: 3 clusters Score -3891402 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3891828.750000 Penalty: 3357.376221
	Iteration 3Q: 3 clusters Score -3891829 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3892284.000000 Penalty: 3357.376221
	Iteration 4Q: 3 clusters Score -3892284 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3892717.000000 Penalty: 3357.376221
	Iteration 5Q: 3 clusters Score -3892717 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3893145.750000 Penalty: 3357.376221
	Iteration 6Q: 3 clusters Score -3893146 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3893640.000000 Penalty: 3357.376221
	Iteration 7Q: 3 clusters Score -3893640 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3894117.500000 Penalty: 3357.376221
	Iteration 8Q: 3 clusters Score -3894118 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3894660.500000 Penalty: 3357.376221
	Iteration 9Q: 3 clusters Score -3894660 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3895299.000000 Penalty: 3357.376221
	Iteration 10Q: 3 clusters Score -3895299 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3896123.500000 Penalty: 3357.376221
	Iteration 11Q: 3 clusters Score -3896124 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3897183.000000 Penalty: 3357.376221
	Iteration 12F: 3 clusters Score -3897183 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3898444.250000 Penalty: 3357.376221
	Iteration 13F: 3 clusters Score -3898444 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3899794.250000 Penalty: 3357.376221
	Iteration 14F: 3 clusters Score -3899794 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3900829.500000 Penalty: 3357.376221
	Iteration 15Q: 3 clusters Score -3900830 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3901458.000000 Penalty: 3357.376221
	Iteration 16Q: 3 clusters Score -3901458 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3901764.250000 Penalty: 3357.376221
	Iteration 17Q: 3 clusters Score -3901764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3901934.250000 Penalty: 3357.376221
	Iteration 18Q: 3 clusters Score -3901934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3902027.000000 Penalty: 3357.376221
	Iteration 19Q: 3 clusters Score -3902027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3902069.000000 Penalty: 3357.376221
	Iteration 20F: 3 clusters Score -3902069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3902093.000000 Penalty: 3357.376221
	Iteration 21Q: 3 clusters Score -3902093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3902107.500000 Penalty: 3357.376221
	Iteration 22Q: 3 clusters Score -3902108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3902131.000000 Penalty: 3357.376221
	Iteration 23Q: 3 clusters Score -3902131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3902143.500000 Penalty: 3357.376221
	Iteration 24Q: 3 clusters Score -3902144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3902153.500000 Penalty: 3357.376221
	Iteration 25Q: 3 clusters Score -3902154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3902160.250000 Penalty: 3357.376221
	Iteration 26Q: 3 clusters Score -3902160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3902167.000000 Penalty: 3357.376221
	Iteration 27Q: 3 clusters Score -3902167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3902170.750000 Penalty: 3357.376221
	Iteration 28Q: 3 clusters Score -3902171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3902167.500000 Penalty: 3357.376221
	Iteration 29Q: 3 clusters Score -3902168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3902170.500000 Penalty: 3357.376221
	Iteration 30Q: 3 clusters Score -3902170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3902172.750000 Penalty: 3357.376221
	Iteration 31Q: 3 clusters Score -3902173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3902173.500000 Penalty: 3357.376221
	Iteration 32Q: 3 clusters Score -3902174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3902173.500000 Penalty: 3357.376221
	Iteration 33Q: 3 clusters Score -3902174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3902173.500000 Penalty: 3357.376221
	Iteration 34F: 3 clusters Score -3902174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Entering Unmasked Estep 
Score: -9817444.000000 Penalty: 1828.258301
	Iteration 0F: 2 clusters Score -9817444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -9767085.000000 Penalty: 3656.516602
	Iteration 0F: 3 clusters Score -9767085 nChanged 36900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -9788086.000000 Penalty: 3656.516602
	Iteration 1F: 3 clusters Score -9788086 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -9788847.000000 Penalty: 3656.516602
	Iteration 2Q: 3 clusters Score -9788847 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -9790006.000000 Penalty: 3656.516602
	Iteration 3Q: 3 clusters Score -9790006 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -9792071.000000 Penalty: 3656.516602
	Iteration 4Q: 3 clusters Score -9792071 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9795061.000000 Penalty: 3656.516602
	Iteration 5F: 3 clusters Score -9795061 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9799557.000000 Penalty: 3656.516602
	Iteration 6F: 3 clusters Score -9799557 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -9805561.000000 Penalty: 3656.516602
	Iteration 7F: 3 clusters Score -9805561 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -9810523.000000 Penalty: 3656.516602
	Iteration 8F: 3 clusters Score -9810523 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -9812897.000000 Penalty: 3656.516602
	Iteration 9F: 3 clusters Score -9812897 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -9814036.000000 Penalty: 3656.516602
	Iteration 10Q: 3 clusters Score -9814036 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -9814604.000000 Penalty: 3656.516602
	Iteration 11Q: 3 clusters Score -9814604 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -9815151.000000 Penalty: 3656.516602
	Iteration 12Q: 3 clusters Score -9815151 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -9815542.000000 Penalty: 3656.516602
	Iteration 13Q: 3 clusters Score -9815542 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9815785.000000 Penalty: 3656.516602
	Iteration 14Q: 3 clusters Score -9815785 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -9816031.000000 Penalty: 3656.516602
	Iteration 15Q: 3 clusters Score -9816031 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -9816128.000000 Penalty: 3656.516602
	Iteration 16Q: 3 clusters Score -9816128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -9816198.000000 Penalty: 3656.516602
	Iteration 17Q: 3 clusters Score -9816198 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -9816225.000000 Penalty: 3656.516602
	Iteration 18Q: 3 clusters Score -9816225 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -9816267.000000 Penalty: 3656.516602
	Iteration 19Q: 3 clusters Score -9816267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -9816319.000000 Penalty: 3656.516602
	Iteration 20F: 3 clusters Score -9816319 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -9816349.000000 Penalty: 3656.516602
	Iteration 21Q: 3 clusters Score -9816349 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -9816376.000000 Penalty: 3656.516602
	Iteration 22Q: 3 clusters Score -9816376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -9816399.000000 Penalty: 3656.516602
	Iteration 23Q: 3 clusters Score -9816399 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -9816444.000000 Penalty: 3656.516602
	Iteration 24Q: 3 clusters Score -9816444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -9816451.000000 Penalty: 3656.516602
	Iteration 25Q: 3 clusters Score -9816451 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -9816486.000000 Penalty: 3656.516602
	Iteration 26Q: 3 clusters Score -9816486 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -9816484.000000 Penalty: 3656.516602
	Iteration 27Q: 3 clusters Score -9816484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -9816474.000000 Penalty: 3656.516602
	Iteration 28Q: 3 clusters Score -9816474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -9816501.000000 Penalty: 3656.516602
	Iteration 29Q: 3 clusters Score -9816501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -9816505.000000 Penalty: 3656.516602
	Iteration 30Q: 3 clusters Score -9816505 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -9816516.000000 Penalty: 3656.516602
	Iteration 31Q: 3 clusters Score -9816516 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -9816553.000000 Penalty: 3656.516602
	Iteration 32Q: 3 clusters Score -9816553 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -9816563.000000 Penalty: 3656.516602
	Iteration 33Q: 3 clusters Score -9816563 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -9816594.000000 Penalty: 3656.516602
	Iteration 34Q: 3 clusters Score -9816594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -9816630.000000 Penalty: 3656.516602
	Iteration 35Q: 3 clusters Score -9816630 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -9816626.000000 Penalty: 3656.516602
	Iteration 36Q: 3 clusters Score -9816626 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -9816605.000000 Penalty: 3656.516602
	Iteration 37Q: 3 clusters Score -9816605 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -9816591.000000 Penalty: 3656.516602
	Iteration 38Q: 3 clusters Score -9816591 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -9816651.000000 Penalty: 3656.516602
	Iteration 39Q: 3 clusters Score -9816651 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -9816685.000000 Penalty: 3656.516602
	Iteration 40F: 3 clusters Score -9816685 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -9816691.000000 Penalty: 3656.516602
	Iteration 41Q: 3 clusters Score -9816691 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -9816724.000000 Penalty: 3656.516602
	Iteration 42Q: 3 clusters Score -9816724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -9816718.000000 Penalty: 3656.516602
	Iteration 43Q: 3 clusters Score -9816718 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -9816742.000000 Penalty: 3656.516602
	Iteration 44Q: 3 clusters Score -9816742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -9816746.000000 Penalty: 3656.516602
	Iteration 45Q: 3 clusters Score -9816746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -9816759.000000 Penalty: 3656.516602
	Iteration 46Q: 3 clusters Score -9816759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -9816789.000000 Penalty: 3656.516602
	Iteration 47Q: 3 clusters Score -9816789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -9816791.000000 Penalty: 3656.516602
	Iteration 48Q: 3 clusters Score -9816791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -9816827.000000 Penalty: 3656.516602
	Iteration 49Q: 3 clusters Score -9816827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -9816864.000000 Penalty: 3656.516602
	Iteration 50Q: 3 clusters Score -9816864 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -9816862.000000 Penalty: 3656.516602
	Iteration 51Q: 3 clusters Score -9816862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -9816875.000000 Penalty: 3656.516602
	Iteration 52Q: 3 clusters Score -9816875 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -9816914.000000 Penalty: 3656.516602
	Iteration 53Q: 3 clusters Score -9816914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9816955.000000 Penalty: 3656.516602
	Iteration 54Q: 3 clusters Score -9816955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -9816946.000000 Penalty: 3656.516602
	Iteration 55Q: 3 clusters Score -9816946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -9816983.000000 Penalty: 3656.516602
	Iteration 56Q: 3 clusters Score -9816983 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -9817012.000000 Penalty: 3656.516602
	Iteration 57Q: 3 clusters Score -9817012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -9817014.000000 Penalty: 3656.516602
	Iteration 58Q: 3 clusters Score -9817014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -9817009.000000 Penalty: 3656.516602
	Iteration 59Q: 3 clusters Score -9817009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -9817028.000000 Penalty: 3656.516602
	Iteration 60F: 3 clusters Score -9817028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -9817047.000000 Penalty: 3656.516602
	Iteration 61Q: 3 clusters Score -9817047 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -9817050.000000 Penalty: 3656.516602
	Iteration 62Q: 3 clusters Score -9817050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -9817064.000000 Penalty: 3656.516602
	Iteration 63Q: 3 clusters Score -9817064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -9817058.000000 Penalty: 3656.516602
	Iteration 64Q: 3 clusters Score -9817058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -9817083.000000 Penalty: 3656.516602
	Iteration 65Q: 3 clusters Score -9817083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -9817079.000000 Penalty: 3656.516602
	Iteration 66Q: 3 clusters Score -9817079 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -9817100.000000 Penalty: 3656.516602
	Iteration 67Q: 3 clusters Score -9817100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -9817085.000000 Penalty: 3656.516602
	Iteration 68Q: 3 clusters Score -9817085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -9817086.000000 Penalty: 3656.516602
	Iteration 69Q: 3 clusters Score -9817086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -9817086.000000 Penalty: 3656.516602
	Iteration 70Q: 3 clusters Score -9817086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -9817108.000000 Penalty: 3656.516602
	Iteration 71Q: 3 clusters Score -9817108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9817114.000000 Penalty: 3656.516602
	Iteration 72Q: 3 clusters Score -9817114 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -9817131.000000 Penalty: 3656.516602
	Iteration 73Q: 3 clusters Score -9817131 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -9817104.000000 Penalty: 3656.516602
	Iteration 74Q: 3 clusters Score -9817104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -9817130.000000 Penalty: 3656.516602
	Iteration 75Q: 3 clusters Score -9817130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -9817136.000000 Penalty: 3656.516602
	Iteration 76Q: 3 clusters Score -9817136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -9817148.000000 Penalty: 3656.516602
	Iteration 77Q: 3 clusters Score -9817148 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -9817173.000000 Penalty: 3656.516602
	Iteration 78Q: 3 clusters Score -9817173 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -9817167.000000 Penalty: 3656.516602
	Iteration 79Q: 3 clusters Score -9817167 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -9817156.000000 Penalty: 3656.516602
	Iteration 80F: 3 clusters Score -9817156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -9817165.000000 Penalty: 3656.516602
	Iteration 81Q: 3 clusters Score -9817165 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -9817188.000000 Penalty: 3656.516602
	Iteration 82Q: 3 clusters Score -9817188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -9817190.000000 Penalty: 3656.516602
	Iteration 83Q: 3 clusters Score -9817190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -9817152.000000 Penalty: 3656.516602
	Iteration 84Q: 3 clusters Score -9817152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -9817143.000000 Penalty: 3656.516602
	Iteration 85Q: 3 clusters Score -9817143 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -9817173.000000 Penalty: 3656.516602
	Iteration 86Q: 3 clusters Score -9817173 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -9817184.000000 Penalty: 3656.516602
	Iteration 87Q: 3 clusters Score -9817184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9817188.000000 Penalty: 3656.516602
	Iteration 88Q: 3 clusters Score -9817188 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9817210.000000 Penalty: 3656.516602
	Iteration 89Q: 3 clusters Score -9817210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -9817208.000000 Penalty: 3656.516602
	Iteration 90Q: 3 clusters Score -9817208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -9817207.000000 Penalty: 3656.516602
	Iteration 91Q: 3 clusters Score -9817207 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9817197.000000 Penalty: 3656.516602
	Iteration 92Q: 3 clusters Score -9817197 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -9817217.000000 Penalty: 3656.516602
	Iteration 93Q: 3 clusters Score -9817217 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -9817263.000000 Penalty: 3656.516602
	Iteration 94Q: 3 clusters Score -9817263 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -9817259.000000 Penalty: 3656.516602
	Iteration 95Q: 3 clusters Score -9817259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -9817270.000000 Penalty: 3656.516602
	Iteration 96Q: 3 clusters Score -9817270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -9817275.000000 Penalty: 3656.516602
	Iteration 97Q: 3 clusters Score -9817275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9817260.000000 Penalty: 3656.516602
	Iteration 98Q: 3 clusters Score -9817260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -9817261.000000 Penalty: 3656.516602
	Iteration 99Q: 3 clusters Score -9817261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -9817235.000000 Penalty: 3656.516602
	Iteration 100F: 3 clusters Score -9817235 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9817258.000000 Penalty: 3656.516602
	Iteration 101Q: 3 clusters Score -9817258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -9817230.000000 Penalty: 3656.516602
	Iteration 102Q: 3 clusters Score -9817230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -9817242.000000 Penalty: 3656.516602
	Iteration 103Q: 3 clusters Score -9817242 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -9817221.000000 Penalty: 3656.516602
	Iteration 104Q: 3 clusters Score -9817221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -9817209.000000 Penalty: 3656.516602
	Iteration 105Q: 3 clusters Score -9817209 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -9817218.000000 Penalty: 3656.516602
	Iteration 106Q: 3 clusters Score -9817218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -9817215.000000 Penalty: 3656.516602
	Iteration 107Q: 3 clusters Score -9817215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -9817190.000000 Penalty: 3656.516602
	Iteration 108Q: 3 clusters Score -9817190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -9817195.000000 Penalty: 3656.516602
	Iteration 109Q: 3 clusters Score -9817195 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -9817222.000000 Penalty: 3656.516602
	Iteration 110Q: 3 clusters Score -9817222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -9817196.000000 Penalty: 3656.516602
	Iteration 111Q: 3 clusters Score -9817196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -9817189.000000 Penalty: 3656.516602
	Iteration 112Q: 3 clusters Score -9817189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -9817197.000000 Penalty: 3656.516602
	Iteration 113Q: 3 clusters Score -9817197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -9817190.000000 Penalty: 3656.516602
	Iteration 114Q: 3 clusters Score -9817190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -9817186.000000 Penalty: 3656.516602
	Iteration 115Q: 3 clusters Score -9817186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9817180.000000 Penalty: 3656.516602
	Iteration 116Q: 3 clusters Score -9817180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -9817181.000000 Penalty: 3656.516602
	Iteration 117Q: 3 clusters Score -9817181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9817183.000000 Penalty: 3656.516602
	Iteration 118Q: 3 clusters Score -9817183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -9817189.000000 Penalty: 3656.516602
	Iteration 119Q: 3 clusters Score -9817189 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9817204 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9817212 nChanged 24
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Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9817211 nChanged 28
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Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9817206 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9817204 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9817211 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9817217 nChanged 23
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9817207 nChanged 26
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Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9817206 nChanged 23
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9817205 nChanged 11
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9817205 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -9817209.000000 Penalty: 3656.516602
	Iteration 135Q: 3 clusters Score -9817209 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9817206 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -9817212.000000 Penalty: 3656.516602
	Iteration 137Q: 3 clusters Score -9817212 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -9817230.000000 Penalty: 3656.516602
	Iteration 138Q: 3 clusters Score -9817230 nChanged 13
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Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -9817222.000000 Penalty: 3656.516602
	Iteration 139Q: 3 clusters Score -9817222 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -9817226.000000 Penalty: 3656.516602
	Iteration 140F: 3 clusters Score -9817226 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4920 members 
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Entering Unmasked Estep 
Score: -9817215.000000 Penalty: 3656.516602
	Iteration 141Q: 3 clusters Score -9817215 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4901 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9817217 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9817222 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9817209 nChanged 24
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9817216 nChanged 31
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Entering Unmasked Estep 
Score: -9817203.000000 Penalty: 3656.516602
	Iteration 146Q: 3 clusters Score -9817203 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9817236 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9817224 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -9817218.000000 Penalty: 3656.516602
	Iteration 149Q: 3 clusters Score -9817218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -9817193.000000 Penalty: 3656.516602
	Iteration 150Q: 3 clusters Score -9817193 nChanged 29
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Entering Unmasked Estep 
Score: -9817196.000000 Penalty: 3656.516602
	Iteration 151Q: 3 clusters Score -9817196 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9817203 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4558 members 
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Entering Unmasked Estep 
Score: -9817220.000000 Penalty: 3656.516602
	Iteration 153Q: 3 clusters Score -9817220 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4531 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9817222 nChanged 23
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9817211 nChanged 18
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9817226 nChanged 8
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Mstep: Class 1 contains 4482 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9817233 nChanged 7
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Entering Unmasked Estep 
Score: -9817231.000000 Penalty: 3656.516602
	Iteration 158Q: 3 clusters Score -9817231 nChanged 5
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Mstep: Class 1 contains 4470 members 
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Entering Unmasked Estep 
Score: -9817230.000000 Penalty: 3656.516602
	Iteration 159Q: 3 clusters Score -9817230 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
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Entering Unmasked Estep 
Score: -9817221.000000 Penalty: 3656.516602
	Iteration 160F: 3 clusters Score -9817221 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9817227 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9817223 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9817224 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4399 members 
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Entering Unmasked Estep 
Score: -9817245.000000 Penalty: 3656.516602
	Iteration 164Q: 3 clusters Score -9817245 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4385 members 
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Entering Unmasked Estep 
Score: -9817242.000000 Penalty: 3656.516602
	Iteration 165Q: 3 clusters Score -9817242 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4370 members 
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Entering Unmasked Estep 
Score: -9817235.000000 Penalty: 3656.516602
	Iteration 166Q: 3 clusters Score -9817235 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4352 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9817224 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9817231.000000 Penalty: 3656.516602
	Iteration 168Q: 3 clusters Score -9817231 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9817225 nChanged 13
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Entering Unmasked Estep 
Score: -9817234.000000 Penalty: 3656.516602
	Iteration 170Q: 3 clusters Score -9817234 nChanged 19
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Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9817224 nChanged 17
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Mstep: Class 1 contains 4281 members 
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Entering Unmasked Estep 
Score: -9817214.000000 Penalty: 3656.516602
	Iteration 172Q: 3 clusters Score -9817214 nChanged 21
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Entering Unmasked Estep 
Score: -9817222.000000 Penalty: 3656.516602
	Iteration 173Q: 3 clusters Score -9817222 nChanged 16
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Entering Unmasked Estep 
Score: -9817219.000000 Penalty: 3656.516602
	Iteration 174Q: 3 clusters Score -9817219 nChanged 10
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Mstep: Class 1 contains 4234 members 
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Entering Unmasked Estep 
Score: -9817226.000000 Penalty: 3656.516602
	Iteration 175Q: 3 clusters Score -9817226 nChanged 10
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Entering Unmasked Estep 
Score: -9817232.000000 Penalty: 3656.516602
	Iteration 176Q: 3 clusters Score -9817232 nChanged 12
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	Iteration 177Q: 3 clusters Score -9817232 nChanged 11
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Mstep: Class 1 contains 4203 members 
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Entering Unmasked Estep 
Score: -9817228.000000 Penalty: 3656.516602
	Iteration 178Q: 3 clusters Score -9817228 nChanged 6
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Mstep: Class 1 contains 4199 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9817225 nChanged 6
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Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9817237.000000 Penalty: 3656.516602
	Iteration 180F: 3 clusters Score -9817237 nChanged 7
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Mstep: Class 1 contains 4186 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9817235 nChanged 5
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Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9817240.000000 Penalty: 3656.516602
	Iteration 182Q: 3 clusters Score -9817240 nChanged 6
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Mstep: Class 1 contains 4175 members 
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Entering Unmasked Estep 
Score: -9817239.000000 Penalty: 3656.516602
	Iteration 183Q: 3 clusters Score -9817239 nChanged 5
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9817234 nChanged 12
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Entering Unmasked Estep 
Score: -9817232.000000 Penalty: 3656.516602
	Iteration 185Q: 3 clusters Score -9817232 nChanged 14
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9817236 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9817247.000000 Penalty: 3656.516602
	Iteration 187Q: 3 clusters Score -9817247 nChanged 17
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9817253 nChanged 14
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9817258 nChanged 20
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9817255 nChanged 22
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9817252 nChanged 17
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9817273 nChanged 18
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9817260 nChanged 18
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9817257 nChanged 17
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	Iteration 195Q: 3 clusters Score -9817258 nChanged 24
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9817254 nChanged 28
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9817244 nChanged 36
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9817245 nChanged 31
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9817252 nChanged 31
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9817256 nChanged 29
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9817230 nChanged 27
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Entering Unmasked Estep 
Score: -9817211.000000 Penalty: 3656.516602
	Iteration 202Q: 3 clusters Score -9817211 nChanged 29
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Entering Unmasked Estep 
Score: -9817208.000000 Penalty: 3656.516602
	Iteration 203Q: 3 clusters Score -9817208 nChanged 27
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9817224 nChanged 20
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9817226 nChanged 17
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Entering Unmasked Estep 
Score: -9817228.000000 Penalty: 3656.516602
	Iteration 206Q: 3 clusters Score -9817228 nChanged 15
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9817231 nChanged 10
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Entering Unmasked Estep 
Score: -9817227.000000 Penalty: 3656.516602
	Iteration 208Q: 3 clusters Score -9817227 nChanged 7
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9817235 nChanged 4
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9817236 nChanged 5
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Entering Unmasked Estep 
Score: -9817233.000000 Penalty: 3656.516602
	Iteration 211Q: 3 clusters Score -9817233 nChanged 5
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9817234 nChanged 9
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9817240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -9817242.000000 Penalty: 3656.516602
	Iteration 214Q: 3 clusters Score -9817242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9817237.000000 Penalty: 3656.516602
	Iteration 215Q: 3 clusters Score -9817237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -9817237.000000 Penalty: 3656.516602
	Iteration 216Q: 3 clusters Score -9817237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -9817238.000000 Penalty: 3656.516602
	Iteration 217Q: 3 clusters Score -9817238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -9817240.000000 Penalty: 3656.516602
	Iteration 218Q: 3 clusters Score -9817240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9817235.000000 Penalty: 3656.516602
	Iteration 219Q: 3 clusters Score -9817235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9817220.000000 Penalty: 3656.516602
	Iteration 220F: 3 clusters Score -9817220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -9817219.000000 Penalty: 3656.516602
	Iteration 221Q: 3 clusters Score -9817219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -9817215.000000 Penalty: 3656.516602
	Iteration 222Q: 3 clusters Score -9817215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -9817203.000000 Penalty: 3656.516602
	Iteration 223Q: 3 clusters Score -9817203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -9817203.000000 Penalty: 3656.516602
	Iteration 224Q: 3 clusters Score -9817203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -9817194.000000 Penalty: 3656.516602
	Iteration 225Q: 3 clusters Score -9817194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -9817194.000000 Penalty: 3656.516602
	Iteration 226Q: 3 clusters Score -9817194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -9817184.000000 Penalty: 3656.516602
	Iteration 227Q: 3 clusters Score -9817184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -9817193.000000 Penalty: 3656.516602
	Iteration 228Q: 3 clusters Score -9817193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -9817210.000000 Penalty: 3656.516602
	Iteration 229Q: 3 clusters Score -9817210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -9817191.000000 Penalty: 3656.516602
	Iteration 230Q: 3 clusters Score -9817191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9817194.000000 Penalty: 3656.516602
	Iteration 231Q: 3 clusters Score -9817194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9817189.000000 Penalty: 3656.516602
	Iteration 232Q: 3 clusters Score -9817189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9817184.000000 Penalty: 3656.516602
	Iteration 233Q: 3 clusters Score -9817184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9817191.000000 Penalty: 3656.516602
	Iteration 234Q: 3 clusters Score -9817191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -9817188.000000 Penalty: 3656.516602
	Iteration 235Q: 3 clusters Score -9817188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -9817184.000000 Penalty: 3656.516602
	Iteration 236Q: 3 clusters Score -9817184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -9817178.000000 Penalty: 3656.516602
	Iteration 237Q: 3 clusters Score -9817178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -9817173.000000 Penalty: 3656.516602
	Iteration 238Q: 3 clusters Score -9817173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -9817179.000000 Penalty: 3656.516602
	Iteration 239Q: 3 clusters Score -9817179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -9817172.000000 Penalty: 3656.516602
	Iteration 240F: 3 clusters Score -9817172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -9817174.000000 Penalty: 3656.516602
	Iteration 241Q: 3 clusters Score -9817174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9817171.000000 Penalty: 3656.516602
	Iteration 242Q: 3 clusters Score -9817171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -9817174.000000 Penalty: 3656.516602
	Iteration 243Q: 3 clusters Score -9817174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -9817169.000000 Penalty: 3656.516602
	Iteration 244Q: 3 clusters Score -9817169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -9817175.000000 Penalty: 3656.516602
	Iteration 245Q: 3 clusters Score -9817175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -9817174.000000 Penalty: 3656.516602
	Iteration 246Q: 3 clusters Score -9817174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -9817168.000000 Penalty: 3656.516602
	Iteration 247Q: 3 clusters Score -9817168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -9817171.000000 Penalty: 3656.516602
	Iteration 248Q: 3 clusters Score -9817171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9817161.000000 Penalty: 3656.516602
	Iteration 249Q: 3 clusters Score -9817161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -9817163.000000 Penalty: 3656.516602
	Iteration 250Q: 3 clusters Score -9817163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -9817158.000000 Penalty: 3656.516602
	Iteration 251Q: 3 clusters Score -9817158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -9817159.000000 Penalty: 3656.516602
	Iteration 252Q: 3 clusters Score -9817159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -9817161.000000 Penalty: 3656.516602
	Iteration 253Q: 3 clusters Score -9817161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -9817157.000000 Penalty: 3656.516602
	Iteration 254Q: 3 clusters Score -9817157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -9817166.000000 Penalty: 3656.516602
	Iteration 255Q: 3 clusters Score -9817166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -9817169.000000 Penalty: 3656.516602
	Iteration 256Q: 3 clusters Score -9817169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -9817171.000000 Penalty: 3656.516602
	Iteration 257Q: 3 clusters Score -9817171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -9817177.000000 Penalty: 3656.516602
	Iteration 258Q: 3 clusters Score -9817177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -9817180.000000 Penalty: 3656.516602
	Iteration 259Q: 3 clusters Score -9817180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -9817181.000000 Penalty: 3656.516602
	Iteration 260F: 3 clusters Score -9817181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -9817178.000000 Penalty: 3656.516602
	Iteration 261Q: 3 clusters Score -9817178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -9817185.000000 Penalty: 3656.516602
	Iteration 262Q: 3 clusters Score -9817185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -9817175.000000 Penalty: 3656.516602
	Iteration 263Q: 3 clusters Score -9817175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -9817182.000000 Penalty: 3656.516602
	Iteration 264Q: 3 clusters Score -9817182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -9817182.000000 Penalty: 3656.516602
	Iteration 265Q: 3 clusters Score -9817182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -9817175.000000 Penalty: 3656.516602
	Iteration 266Q: 3 clusters Score -9817175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -9817174.000000 Penalty: 3656.516602
	Iteration 267Q: 3 clusters Score -9817174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -9817174.000000 Penalty: 3656.516602
	Iteration 268Q: 3 clusters Score -9817174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -9817172.000000 Penalty: 3656.516602
	Iteration 269Q: 3 clusters Score -9817172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -9817172.000000 Penalty: 3656.516602
	Iteration 270F: 3 clusters Score -9817172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (63305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Entering Unmasked Estep 
Score: -8066364.500000 Penalty: 1796.554443
	Iteration 0F: 2 clusters Score -8066364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -8024423.000000 Penalty: 3593.108887
	Iteration 0F: 3 clusters Score -8024423 nChanged 29826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -8041458.000000 Penalty: 3593.108887
	Iteration 1F: 3 clusters Score -8041458 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -8042150.000000 Penalty: 3593.108887
	Iteration 2Q: 3 clusters Score -8042150 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -8042961.500000 Penalty: 3593.108887
	Iteration 3Q: 3 clusters Score -8042962 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -8044215.500000 Penalty: 3593.108887
	Iteration 4Q: 3 clusters Score -8044216 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -8046171.500000 Penalty: 3593.108887
	Iteration 5F: 3 clusters Score -8046172 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -8049203.000000 Penalty: 3593.108887
	Iteration 6F: 3 clusters Score -8049203 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -8053043.500000 Penalty: 3593.108887
	Iteration 7F: 3 clusters Score -8053044 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -8055728.000000 Penalty: 3593.108887
	Iteration 8F: 3 clusters Score -8055728 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8057132.500000 Penalty: 3593.108887
	Iteration 9Q: 3 clusters Score -8057132 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8057829.500000 Penalty: 3593.108887
	Iteration 10Q: 3 clusters Score -8057830 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8058426.500000 Penalty: 3593.108887
	Iteration 11Q: 3 clusters Score -8058426 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -8059030.000000 Penalty: 3593.108887
	Iteration 12Q: 3 clusters Score -8059030 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -8059693.000000 Penalty: 3593.108887
	Iteration 13Q: 3 clusters Score -8059693 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -8060385.500000 Penalty: 3593.108887
	Iteration 14Q: 3 clusters Score -8060386 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8061028.000000 Penalty: 3593.108887
	Iteration 15Q: 3 clusters Score -8061028 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -8061550.000000 Penalty: 3593.108887
	Iteration 16Q: 3 clusters Score -8061550 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -8062027.000000 Penalty: 3593.108887
	Iteration 17Q: 3 clusters Score -8062027 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -8062378.000000 Penalty: 3593.108887
	Iteration 18Q: 3 clusters Score -8062378 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8062588.500000 Penalty: 3593.108887
	Iteration 19Q: 3 clusters Score -8062588 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -8062793.000000 Penalty: 3593.108887
	Iteration 20F: 3 clusters Score -8062793 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8062880.000000 Penalty: 3593.108887
	Iteration 21Q: 3 clusters Score -8062880 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -8062947.000000 Penalty: 3593.108887
	Iteration 22Q: 3 clusters Score -8062947 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -8063005.500000 Penalty: 3593.108887
	Iteration 23Q: 3 clusters Score -8063006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -8063102.000000 Penalty: 3593.108887
	Iteration 24Q: 3 clusters Score -8063102 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -8063135.000000 Penalty: 3593.108887
	Iteration 25Q: 3 clusters Score -8063135 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -8063175.000000 Penalty: 3593.108887
	Iteration 26Q: 3 clusters Score -8063175 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8063253.000000 Penalty: 3593.108887
	Iteration 27Q: 3 clusters Score -8063253 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -8063301.000000 Penalty: 3593.108887
	Iteration 28Q: 3 clusters Score -8063301 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -8063345.000000 Penalty: 3593.108887
	Iteration 29Q: 3 clusters Score -8063345 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -8063394.000000 Penalty: 3593.108887
	Iteration 30Q: 3 clusters Score -8063394 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -8063395.500000 Penalty: 3593.108887
	Iteration 31Q: 3 clusters Score -8063396 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -8063427.000000 Penalty: 3593.108887
	Iteration 32Q: 3 clusters Score -8063427 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -8063438.500000 Penalty: 3593.108887
	Iteration 33Q: 3 clusters Score -8063438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -8063492.000000 Penalty: 3593.108887
	Iteration 34Q: 3 clusters Score -8063492 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8063539 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -8063599.500000 Penalty: 3593.108887
	Iteration 36Q: 3 clusters Score -8063600 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -8063639.500000 Penalty: 3593.108887
	Iteration 37Q: 3 clusters Score -8063640 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -8063658.500000 Penalty: 3593.108887
	Iteration 38Q: 3 clusters Score -8063658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -8063698.000000 Penalty: 3593.108887
	Iteration 39Q: 3 clusters Score -8063698 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8063712.500000 Penalty: 3593.108887
	Iteration 40F: 3 clusters Score -8063712 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -8063753.000000 Penalty: 3593.108887
	Iteration 41Q: 3 clusters Score -8063753 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8063749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -8063759.000000 Penalty: 3593.108887
	Iteration 43Q: 3 clusters Score -8063759 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -8063804.500000 Penalty: 3593.108887
	Iteration 44Q: 3 clusters Score -8063804 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8063839.500000 Penalty: 3593.108887
	Iteration 45Q: 3 clusters Score -8063840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8063834.000000 Penalty: 3593.108887
	Iteration 46Q: 3 clusters Score -8063834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8063846.000000 Penalty: 3593.108887
	Iteration 47Q: 3 clusters Score -8063846 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8063877 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8063932.500000 Penalty: 3593.108887
	Iteration 49Q: 3 clusters Score -8063932 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8063983.000000 Penalty: 3593.108887
	Iteration 50Q: 3 clusters Score -8063983 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8064018.000000 Penalty: 3593.108887
	Iteration 51Q: 3 clusters Score -8064018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8064040.000000 Penalty: 3593.108887
	Iteration 52Q: 3 clusters Score -8064040 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8064058.500000 Penalty: 3593.108887
	Iteration 53Q: 3 clusters Score -8064058 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -8064082.500000 Penalty: 3593.108887
	Iteration 54Q: 3 clusters Score -8064082 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -8064111.500000 Penalty: 3593.108887
	Iteration 55Q: 3 clusters Score -8064112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8064115.000000 Penalty: 3593.108887
	Iteration 56Q: 3 clusters Score -8064115 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8064148.000000 Penalty: 3593.108887
	Iteration 57Q: 3 clusters Score -8064148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8064177.000000 Penalty: 3593.108887
	Iteration 58Q: 3 clusters Score -8064177 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8064190.500000 Penalty: 3593.108887
	Iteration 59Q: 3 clusters Score -8064190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8064198.500000 Penalty: 3593.108887
	Iteration 60F: 3 clusters Score -8064198 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8064218.500000 Penalty: 3593.108887
	Iteration 61Q: 3 clusters Score -8064218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8064234.500000 Penalty: 3593.108887
	Iteration 62Q: 3 clusters Score -8064234 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -8064257.500000 Penalty: 3593.108887
	Iteration 63Q: 3 clusters Score -8064258 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8064301.000000 Penalty: 3593.108887
	Iteration 64Q: 3 clusters Score -8064301 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8064314.500000 Penalty: 3593.108887
	Iteration 65Q: 3 clusters Score -8064314 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8064325.500000 Penalty: 3593.108887
	Iteration 66Q: 3 clusters Score -8064326 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8064356.500000 Penalty: 3593.108887
	Iteration 67Q: 3 clusters Score -8064356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8064416.500000 Penalty: 3593.108887
	Iteration 68Q: 3 clusters Score -8064416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8064447.500000 Penalty: 3593.108887
	Iteration 69Q: 3 clusters Score -8064448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8064468.000000 Penalty: 3593.108887
	Iteration 70Q: 3 clusters Score -8064468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8064473.000000 Penalty: 3593.108887
	Iteration 71Q: 3 clusters Score -8064473 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8064483.000000 Penalty: 3593.108887
	Iteration 72Q: 3 clusters Score -8064483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8064503.000000 Penalty: 3593.108887
	Iteration 73Q: 3 clusters Score -8064503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8064525.500000 Penalty: 3593.108887
	Iteration 74Q: 3 clusters Score -8064526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8064558.500000 Penalty: 3593.108887
	Iteration 75Q: 3 clusters Score -8064558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8064589.000000 Penalty: 3593.108887
	Iteration 76Q: 3 clusters Score -8064589 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8064611.000000 Penalty: 3593.108887
	Iteration 77Q: 3 clusters Score -8064611 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8064644.500000 Penalty: 3593.108887
	Iteration 78Q: 3 clusters Score -8064644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8064632.000000 Penalty: 3593.108887
	Iteration 79Q: 3 clusters Score -8064632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8064657.500000 Penalty: 3593.108887
	Iteration 80F: 3 clusters Score -8064658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8064666.000000 Penalty: 3593.108887
	Iteration 81Q: 3 clusters Score -8064666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8064677.500000 Penalty: 3593.108887
	Iteration 82Q: 3 clusters Score -8064678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8064677.000000 Penalty: 3593.108887
	Iteration 83Q: 3 clusters Score -8064677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8064684.000000 Penalty: 3593.108887
	Iteration 84Q: 3 clusters Score -8064684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8064718.500000 Penalty: 3593.108887
	Iteration 85Q: 3 clusters Score -8064718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8064730.500000 Penalty: 3593.108887
	Iteration 86Q: 3 clusters Score -8064730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8064746.500000 Penalty: 3593.108887
	Iteration 87Q: 3 clusters Score -8064746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8064753.500000 Penalty: 3593.108887
	Iteration 88Q: 3 clusters Score -8064754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8064735.500000 Penalty: 3593.108887
	Iteration 89Q: 3 clusters Score -8064736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8064741.500000 Penalty: 3593.108887
	Iteration 90Q: 3 clusters Score -8064742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8064749.000000 Penalty: 3593.108887
	Iteration 91Q: 3 clusters Score -8064749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8064780.000000 Penalty: 3593.108887
	Iteration 92Q: 3 clusters Score -8064780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8064782.000000 Penalty: 3593.108887
	Iteration 93Q: 3 clusters Score -8064782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8064771.500000 Penalty: 3593.108887
	Iteration 94Q: 3 clusters Score -8064772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8064786.000000 Penalty: 3593.108887
	Iteration 95Q: 3 clusters Score -8064786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8064778.500000 Penalty: 3593.108887
	Iteration 96Q: 3 clusters Score -8064778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8064781.500000 Penalty: 3593.108887
	Iteration 97Q: 3 clusters Score -8064782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8064791.500000 Penalty: 3593.108887
	Iteration 98Q: 3 clusters Score -8064792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8064787.000000 Penalty: 3593.108887
	Iteration 99Q: 3 clusters Score -8064787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8064791.000000 Penalty: 3593.108887
	Iteration 100F: 3 clusters Score -8064791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8064799.500000 Penalty: 3593.108887
	Iteration 101Q: 3 clusters Score -8064800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8064797.000000 Penalty: 3593.108887
	Iteration 102Q: 3 clusters Score -8064797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8064803.500000 Penalty: 3593.108887
	Iteration 103Q: 3 clusters Score -8064804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8064807.000000 Penalty: 3593.108887
	Iteration 104Q: 3 clusters Score -8064807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8064813.000000 Penalty: 3593.108887
	Iteration 105Q: 3 clusters Score -8064813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8064816.500000 Penalty: 3593.108887
	Iteration 106Q: 3 clusters Score -8064816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8064828.000000 Penalty: 3593.108887
	Iteration 107Q: 3 clusters Score -8064828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8064831.500000 Penalty: 3593.108887
	Iteration 108Q: 3 clusters Score -8064832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8064842.500000 Penalty: 3593.108887
	Iteration 109Q: 3 clusters Score -8064842 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8064849.000000 Penalty: 3593.108887
	Iteration 110Q: 3 clusters Score -8064849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8064849.500000 Penalty: 3593.108887
	Iteration 111Q: 3 clusters Score -8064850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8064856.000000 Penalty: 3593.108887
	Iteration 112Q: 3 clusters Score -8064856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8064858.500000 Penalty: 3593.108887
	Iteration 113Q: 3 clusters Score -8064858 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8064851.000000 Penalty: 3593.108887
	Iteration 114Q: 3 clusters Score -8064851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8064852.500000 Penalty: 3593.108887
	Iteration 115Q: 3 clusters Score -8064852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8064858.000000 Penalty: 3593.108887
	Iteration 116Q: 3 clusters Score -8064858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8064867.500000 Penalty: 3593.108887
	Iteration 117Q: 3 clusters Score -8064868 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8064862.500000 Penalty: 3593.108887
	Iteration 118Q: 3 clusters Score -8064862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8064866.000000 Penalty: 3593.108887
	Iteration 119Q: 3 clusters Score -8064866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8064870.000000 Penalty: 3593.108887
	Iteration 120F: 3 clusters Score -8064870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8064873.000000 Penalty: 3593.108887
	Iteration 121Q: 3 clusters Score -8064873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8064875.000000 Penalty: 3593.108887
	Iteration 122Q: 3 clusters Score -8064875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8064869.000000 Penalty: 3593.108887
	Iteration 123Q: 3 clusters Score -8064869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8064874.000000 Penalty: 3593.108887
	Iteration 124Q: 3 clusters Score -8064874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8064876.000000 Penalty: 3593.108887
	Iteration 125Q: 3 clusters Score -8064876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8064875.500000 Penalty: 3593.108887
	Iteration 126Q: 3 clusters Score -8064876 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8064864.000000 Penalty: 3593.108887
	Iteration 127Q: 3 clusters Score -8064864 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8064873.000000 Penalty: 3593.108887
	Iteration 128Q: 3 clusters Score -8064873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8064874.500000 Penalty: 3593.108887
	Iteration 129Q: 3 clusters Score -8064874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8064879.000000 Penalty: 3593.108887
	Iteration 130Q: 3 clusters Score -8064879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8064882.000000 Penalty: 3593.108887
	Iteration 131Q: 3 clusters Score -8064882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8064893.500000 Penalty: 3593.108887
	Iteration 132Q: 3 clusters Score -8064894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8064896.000000 Penalty: 3593.108887
	Iteration 133Q: 3 clusters Score -8064896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8064892.000000 Penalty: 3593.108887
	Iteration 134Q: 3 clusters Score -8064892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8064892.500000 Penalty: 3593.108887
	Iteration 135Q: 3 clusters Score -8064892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8064892.500000 Penalty: 3593.108887
	Iteration 136F: 3 clusters Score -8064892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -72529.960938 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -72529.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71395.414062 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -71395.41 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71597.156250 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -71597.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71649.617188 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -71649.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71677.226562 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -71677.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71695.742188 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -71695.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71719.070312 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -71719.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71733.289062 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -71733.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71738.468750 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -71738.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71740.875000 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -71740.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71741.617188 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -71741.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71743.257812 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -71743.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71748.000000 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -71748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71749.054688 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -71749.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71749.054688 Penalty: 2097.939697
	Iteration 13F: 3 clusters Score -71749.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32962.191406 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32962.19 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33253.890625 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33253.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33309.421875 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33309.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33362.996094 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33392.957031 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33392.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33420.597656 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33441.039062 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33441.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33455.265625 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33455.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33472.992188 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33472.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33479.222656 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33479.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33479.808594 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33479.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33479.808594 Penalty: 1892.489868
	Iteration 11F: 3 clusters Score -33479.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Entering Unmasked Estep 
Score: -11070123.000000 Penalty: 1846.777588
	Iteration 0F: 2 clusters Score -1.107012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -11015088.000000 Penalty: 3693.555176
	Iteration 0F: 3 clusters Score -1.101509e+07 nChanged 41057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -11038708.000000 Penalty: 3693.555176
	Iteration 1F: 3 clusters Score -1.103871e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -11039241.000000 Penalty: 3693.555176
	Iteration 2Q: 3 clusters Score -1.103924e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -11039820.000000 Penalty: 3693.555176
	Iteration 3Q: 3 clusters Score -1.103982e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -11040455.000000 Penalty: 3693.555176
	Iteration 4Q: 3 clusters Score -1.104046e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -11041353.000000 Penalty: 3693.555176
	Iteration 5Q: 3 clusters Score -1.104135e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -11043025.000000 Penalty: 3693.555176
	Iteration 6Q: 3 clusters Score -1.104302e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -11045488.000000 Penalty: 3693.555176
	Iteration 7F: 3 clusters Score -1.104549e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -11049499.000000 Penalty: 3693.555176
	Iteration 8F: 3 clusters Score -1.10495e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -11054915.000000 Penalty: 3693.555176
	Iteration 9F: 3 clusters Score -1.105492e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -11060230.000000 Penalty: 3693.555176
	Iteration 10F: 3 clusters Score -1.106023e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -11064021.000000 Penalty: 3693.555176
	Iteration 11F: 3 clusters Score -1.106402e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -11066242.000000 Penalty: 3693.555176
	Iteration 12Q: 3 clusters Score -1.106624e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -11067339.000000 Penalty: 3693.555176
	Iteration 13Q: 3 clusters Score -1.106734e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -11067904.000000 Penalty: 3693.555176
	Iteration 14Q: 3 clusters Score -1.10679e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -11068179.000000 Penalty: 3693.555176
	Iteration 15Q: 3 clusters Score -1.106818e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -11068302.000000 Penalty: 3693.555176
	Iteration 16Q: 3 clusters Score -1.10683e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -11068366.000000 Penalty: 3693.555176
	Iteration 17Q: 3 clusters Score -1.106837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -11068401.000000 Penalty: 3693.555176
	Iteration 18Q: 3 clusters Score -1.10684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -11068445.000000 Penalty: 3693.555176
	Iteration 19Q: 3 clusters Score -1.106844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -11068460.000000 Penalty: 3693.555176
	Iteration 20F: 3 clusters Score -1.106846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -11068459.000000 Penalty: 3693.555176
	Iteration 21Q: 3 clusters Score -1.106846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -11068468.000000 Penalty: 3693.555176
	Iteration 22Q: 3 clusters Score -1.106847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -11068466.000000 Penalty: 3693.555176
	Iteration 23Q: 3 clusters Score -1.106847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -11068470.000000 Penalty: 3693.555176
	Iteration 24Q: 3 clusters Score -1.106847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -11068470.000000 Penalty: 3693.555176
	Iteration 25F: 3 clusters Score -1.106847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65776 members 
Mstep: Class 7 contains 36269 members 
Mstep: Class 8 contains 66928 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30650 members 
Mstep: Class 13 contains 76943 members 
Mstep: Class 14 contains 63305 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631716.000000 Penalty: 36216.003906
Iteration 119Q: 18 clusters Score -6.163172e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 65790 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 66952 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 22363 members 
Mstep: Class 12 contains 30632 members 
Mstep: Class 13 contains 77545 members 
Mstep: Class 14 contains 63131 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631748.000000 Penalty: 36216.003906
Iteration 120F: 18 clusters Score -6.163175e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65818 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66977 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 22339 members 
Mstep: Class 12 contains 30625 members 
Mstep: Class 13 contains 78133 members 
Mstep: Class 14 contains 62973 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631460.000000 Penalty: 36216.003906
Iteration 121Q: 18 clusters Score -6.163146e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65835 members 
Mstep: Class 7 contains 36252 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 22330 members 
Mstep: Class 12 contains 30620 members 
Mstep: Class 13 contains 78660 members 
Mstep: Class 14 contains 62836 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631612.000000 Penalty: 36216.003906
Iteration 122Q: 18 clusters Score -6.163161e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65857 members 
Mstep: Class 7 contains 36258 members 
Mstep: Class 8 contains 67012 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 22318 members 
Mstep: Class 12 contains 30603 members 
Mstep: Class 13 contains 79188 members 
Mstep: Class 14 contains 62710 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631756.000000 Penalty: 36216.003906
Iteration 123Q: 18 clusters Score -6.163176e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65889 members 
Mstep: Class 7 contains 36258 members 
Mstep: Class 8 contains 67021 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 22308 members 
Mstep: Class 12 contains 30587 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 62598 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 36216.003906
Iteration 124Q: 18 clusters Score -6.163186e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65912 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 67031 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 22305 members 
Mstep: Class 12 contains 30560 members 
Mstep: Class 13 contains 80299 members 
Mstep: Class 14 contains 62501 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631844.000000 Penalty: 36216.003906
Iteration 125Q: 18 clusters Score -6.163184e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65922 members 
Mstep: Class 7 contains 36273 members 
Mstep: Class 8 contains 67023 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 30548 members 
Mstep: Class 13 contains 80835 members 
Mstep: Class 14 contains 62422 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631916.000000 Penalty: 36216.003906
Iteration 126Q: 18 clusters Score -6.163192e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65927 members 
Mstep: Class 7 contains 36294 members 
Mstep: Class 8 contains 67012 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 81316 members 
Mstep: Class 14 contains 62358 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631772.000000 Penalty: 36216.003906
Iteration 127Q: 18 clusters Score -6.163177e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65934 members 
Mstep: Class 7 contains 36304 members 
Mstep: Class 8 contains 67022 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22303 members 
Mstep: Class 12 contains 30523 members 
Mstep: Class 13 contains 81763 members 
Mstep: Class 14 contains 62303 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631896.000000 Penalty: 36216.003906
Iteration 128Q: 18 clusters Score -6.16319e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65949 members 
Mstep: Class 7 contains 36296 members 
Mstep: Class 8 contains 67033 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22306 members 
Mstep: Class 12 contains 30511 members 
Mstep: Class 13 contains 82185 members 
Mstep: Class 14 contains 62278 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631784.000000 Penalty: 36216.003906
Iteration 129Q: 18 clusters Score -6.163178e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65965 members 
Mstep: Class 7 contains 36293 members 
Mstep: Class 8 contains 67040 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22306 members 
Mstep: Class 12 contains 30510 members 
Mstep: Class 13 contains 82590 members 
Mstep: Class 14 contains 62242 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631808.000000 Penalty: 36216.003906
Iteration 130Q: 18 clusters Score -6.163181e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65967 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 67047 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 22309 members 
Mstep: Class 12 contains 30501 members 
Mstep: Class 13 contains 82947 members 
Mstep: Class 14 contains 62234 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631796.000000 Penalty: 36216.003906
Iteration 131Q: 18 clusters Score -6.16318e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65977 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 8 contains 67058 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 22310 members 
Mstep: Class 12 contains 30504 members 
Mstep: Class 13 contains 83283 members 
Mstep: Class 14 contains 62232 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631800.000000 Penalty: 36216.003906
Iteration 132Q: 18 clusters Score -6.16318e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65967 members 
Mstep: Class 7 contains 36256 members 
Mstep: Class 8 contains 67068 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22304 members 
Mstep: Class 12 contains 30502 members 
Mstep: Class 13 contains 83589 members 
Mstep: Class 14 contains 62242 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632012.000000 Penalty: 36216.003906
Iteration 133Q: 18 clusters Score -6.163201e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65957 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 67072 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22287 members 
Mstep: Class 12 contains 30495 members 
Mstep: Class 13 contains 83869 members 
Mstep: Class 14 contains 62244 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631968.000000 Penalty: 36216.003906
Iteration 134Q: 18 clusters Score -6.163197e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65937 members 
Mstep: Class 7 contains 36236 members 
Mstep: Class 8 contains 67073 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22274 members 
Mstep: Class 12 contains 30485 members 
Mstep: Class 13 contains 84161 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631912.000000 Penalty: 36216.003906
Iteration 135Q: 18 clusters Score -6.163191e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65940 members 
Mstep: Class 7 contains 36226 members 
Mstep: Class 8 contains 67063 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 30483 members 
Mstep: Class 13 contains 84401 members 
Mstep: Class 14 contains 62211 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631972.000000 Penalty: 36216.003906
Iteration 136Q: 18 clusters Score -6.163197e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65940 members 
Mstep: Class 7 contains 36217 members 
Mstep: Class 8 contains 67065 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 30479 members 
Mstep: Class 13 contains 84595 members 
Mstep: Class 14 contains 62202 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631888.000000 Penalty: 36216.003906
Iteration 137Q: 18 clusters Score -6.163189e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65933 members 
Mstep: Class 7 contains 36211 members 
Mstep: Class 8 contains 67076 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22240 members 
Mstep: Class 12 contains 30468 members 
Mstep: Class 13 contains 84752 members 
Mstep: Class 14 contains 62197 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631920.000000 Penalty: 36216.003906
Iteration 138Q: 18 clusters Score -6.163192e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65915 members 
Mstep: Class 7 contains 36207 members 
Mstep: Class 8 contains 67073 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22228 members 
Mstep: Class 12 contains 30457 members 
Mstep: Class 13 contains 84882 members 
Mstep: Class 14 contains 62203 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631916.000000 Penalty: 36216.003906
Iteration 139Q: 18 clusters Score -6.163192e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 36207 members 
Mstep: Class 8 contains 67056 members 
Mstep: Class 9 contains 319 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22208 members 
Mstep: Class 12 contains 30443 members 
Mstep: Class 13 contains 85002 members 
Mstep: Class 14 contains 62198 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631968.000000 Penalty: 36216.003906
Iteration 140F: 18 clusters Score -6.163197e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65893 members 
Mstep: Class 7 contains 36203 members 
Mstep: Class 8 contains 67049 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 85138 members 
Mstep: Class 14 contains 62199 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631896.000000 Penalty: 36216.003906
Iteration 141Q: 18 clusters Score -6.16319e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65872 members 
Mstep: Class 7 contains 36192 members 
Mstep: Class 8 contains 67044 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 22188 members 
Mstep: Class 12 contains 30421 members 
Mstep: Class 13 contains 85212 members 
Mstep: Class 14 contains 62210 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 36216.003906
Iteration 142Q: 18 clusters Score -6.163188e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65848 members 
Mstep: Class 7 contains 36186 members 
Mstep: Class 8 contains 67037 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 30412 members 
Mstep: Class 13 contains 85265 members 
Mstep: Class 14 contains 62215 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631816.000000 Penalty: 36216.003906
Iteration 143Q: 18 clusters Score -6.163182e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65831 members 
Mstep: Class 7 contains 36187 members 
Mstep: Class 8 contains 67029 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22173 members 
Mstep: Class 12 contains 30407 members 
Mstep: Class 13 contains 85303 members 
Mstep: Class 14 contains 62216 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631728.000000 Penalty: 36216.003906
Iteration 144Q: 18 clusters Score -6.163173e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65836 members 
Mstep: Class 7 contains 36176 members 
Mstep: Class 8 contains 67026 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 30394 members 
Mstep: Class 13 contains 85312 members 
Mstep: Class 14 contains 62217 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631536.000000 Penalty: 36216.003906
Iteration 145Q: 18 clusters Score -6.163154e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65836 members 
Mstep: Class 7 contains 36178 members 
Mstep: Class 8 contains 67015 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 22165 members 
Mstep: Class 12 contains 30394 members 
Mstep: Class 13 contains 85282 members 
Mstep: Class 14 contains 62224 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 79933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631452.000000 Penalty: 36216.003906
Iteration 146Q: 18 clusters Score -6.163145e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65829 members 
Mstep: Class 7 contains 36169 members 
Mstep: Class 8 contains 67008 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 22160 members 
Mstep: Class 12 contains 30391 members 
Mstep: Class 13 contains 85233 members 
Mstep: Class 14 contains 62224 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631444.000000 Penalty: 36216.003906
Iteration 147Q: 18 clusters Score -6.163144e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65806 members 
Mstep: Class 7 contains 36170 members 
Mstep: Class 8 contains 66996 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 22156 members 
Mstep: Class 12 contains 30385 members 
Mstep: Class 13 contains 85179 members 
Mstep: Class 14 contains 62218 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631428.000000 Penalty: 36216.003906
Iteration 148Q: 18 clusters Score -6.163143e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65791 members 
Mstep: Class 7 contains 36168 members 
Mstep: Class 8 contains 66995 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 22148 members 
Mstep: Class 12 contains 30372 members 
Mstep: Class 13 contains 85108 members 
Mstep: Class 14 contains 62221 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631380.000000 Penalty: 36216.003906
Iteration 149Q: 18 clusters Score -6.163138e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65780 members 
Mstep: Class 7 contains 36171 members 
Mstep: Class 8 contains 66991 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 22140 members 
Mstep: Class 12 contains 30363 members 
Mstep: Class 13 contains 84998 members 
Mstep: Class 14 contains 62228 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631328.000000 Penalty: 36216.003906
Iteration 150Q: 18 clusters Score -6.163133e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65771 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 66991 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 22138 members 
Mstep: Class 12 contains 30355 members 
Mstep: Class 13 contains 84859 members 
Mstep: Class 14 contains 62223 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631328.000000 Penalty: 36216.003906
Iteration 151Q: 18 clusters Score -6.163133e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65772 members 
Mstep: Class 7 contains 36191 members 
Mstep: Class 8 contains 66996 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 22137 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 84704 members 
Mstep: Class 14 contains 62217 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631376.000000 Penalty: 36216.003906
Iteration 152Q: 18 clusters Score -6.163138e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65772 members 
Mstep: Class 7 contains 36199 members 
Mstep: Class 8 contains 67002 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 22136 members 
Mstep: Class 12 contains 30342 members 
Mstep: Class 13 contains 84535 members 
Mstep: Class 14 contains 62195 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 80880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631380.000000 Penalty: 36216.003906
Iteration 153Q: 18 clusters Score -6.163138e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65763 members 
Mstep: Class 7 contains 36208 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 12 contains 30327 members 
Mstep: Class 13 contains 84361 members 
Mstep: Class 14 contains 62193 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631388.000000 Penalty: 36216.003906
Iteration 154Q: 18 clusters Score -6.163139e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65747 members 
Mstep: Class 7 contains 36207 members 
Mstep: Class 8 contains 67005 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 22142 members 
Mstep: Class 12 contains 30328 members 
Mstep: Class 13 contains 84195 members 
Mstep: Class 14 contains 62186 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631404.000000 Penalty: 36216.003906
Iteration 155Q: 18 clusters Score -6.16314e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65727 members 
Mstep: Class 7 contains 36201 members 
Mstep: Class 8 contains 67007 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 22140 members 
Mstep: Class 12 contains 30330 members 
Mstep: Class 13 contains 84011 members 
Mstep: Class 14 contains 62203 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631388.000000 Penalty: 36216.003906
Iteration 156Q: 18 clusters Score -6.163139e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65705 members 
Mstep: Class 7 contains 36208 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 22138 members 
Mstep: Class 12 contains 30320 members 
Mstep: Class 13 contains 83830 members 
Mstep: Class 14 contains 62197 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631372.000000 Penalty: 36216.003906
Iteration 157Q: 18 clusters Score -6.163137e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65696 members 
Mstep: Class 7 contains 36206 members 
Mstep: Class 8 contains 67025 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22146 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 83671 members 
Mstep: Class 14 contains 62181 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 81853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631428.000000 Penalty: 36216.003906
Iteration 158Q: 18 clusters Score -6.163143e+07 nChanged 369
Entering ConstructFrom: 
Score: -61631428.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Entering Unmasked Estep 
Score: -4007983.750000 Penalty: 1682.284912
	Iteration 0F: 2 clusters Score -4007984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3986872.500000 Penalty: 3364.569824
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Mstep: Class 1 contains 15284 members 
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Mstep: Class 1 contains 15057 members 
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Mstep: Class 1 contains 14688 members 
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Mstep: Class 1 contains 14168 members 
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Mstep: Class 2 contains 18988 members 
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Mstep: Class 1 contains 7569 members 
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Mstep: Class 2 contains 26082 members 
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Mstep: Class 2 contains 26731 members 
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Mstep: Class 1 contains 3631 members 
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Mstep: Class 1 contains 3552 members 
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Mstep: Class 1 contains 3468 members 
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Mstep: Class 1 contains 3390 members 
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Mstep: Class 1 contains 3320 members 
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	Iteration 25Q: 3 clusters Score -4006137 nChanged 49
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Mstep: Class 1 contains 3214 members 
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	Iteration 58Q: 3 clusters Score -4006276 nChanged 20
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	Iteration 61Q: 3 clusters Score -4006284 nChanged 27
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	Iteration 63Q: 3 clusters Score -4006306 nChanged 24
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	Iteration 64Q: 3 clusters Score -4006306 nChanged 39
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	Iteration 65Q: 3 clusters Score -4006317 nChanged 33
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	Iteration 66Q: 3 clusters Score -4006329 nChanged 33
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	Iteration 67Q: 3 clusters Score -4006329 nChanged 29
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	Iteration 68Q: 3 clusters Score -4006338 nChanged 22
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	Iteration 69Q: 3 clusters Score -4006334 nChanged 12
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	Iteration 70Q: 3 clusters Score -4006334 nChanged 14
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	Iteration 71Q: 3 clusters Score -4006335 nChanged 14
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	Iteration 72Q: 3 clusters Score -4006339 nChanged 16
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	Iteration 73Q: 3 clusters Score -4006344 nChanged 21
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	Iteration 74Q: 3 clusters Score -4006346 nChanged 23
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	Iteration 75Q: 3 clusters Score -4006353 nChanged 19
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	Iteration 76Q: 3 clusters Score -4006351 nChanged 17
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	Iteration 77Q: 3 clusters Score -4006359 nChanged 17
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	Iteration 78Q: 3 clusters Score -4006353 nChanged 14
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	Iteration 79Q: 3 clusters Score -4006360 nChanged 11
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	Iteration 80F: 3 clusters Score -4006364 nChanged 15
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	Iteration 82Q: 3 clusters Score -4006368 nChanged 11
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	Iteration 83Q: 3 clusters Score -4006367 nChanged 10
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	Iteration 84Q: 3 clusters Score -4006369 nChanged 11
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	Iteration 85Q: 3 clusters Score -4006365 nChanged 5
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	Iteration 86Q: 3 clusters Score -4006369 nChanged 6
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	Iteration 87Q: 3 clusters Score -4006373 nChanged 8
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	Iteration 88Q: 3 clusters Score -4006376 nChanged 11
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	Iteration 89Q: 3 clusters Score -4006372 nChanged 11
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	Iteration 90Q: 3 clusters Score -4006368 nChanged 7
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	Iteration 91Q: 3 clusters Score -4006369 nChanged 7
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	Iteration 92Q: 3 clusters Score -4006369 nChanged 8
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Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4006373.250000 Penalty: 3364.569824
	Iteration 93Q: 3 clusters Score -4006373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4006375.750000 Penalty: 3364.569824
	Iteration 94Q: 3 clusters Score -4006376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4006377.750000 Penalty: 3364.569824
	Iteration 95Q: 3 clusters Score -4006378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4006383.000000 Penalty: 3364.569824
	Iteration 96Q: 3 clusters Score -4006383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4006386.250000 Penalty: 3364.569824
	Iteration 97Q: 3 clusters Score -4006386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -4006382.000000 Penalty: 3364.569824
	Iteration 98Q: 3 clusters Score -4006382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4006383.250000 Penalty: 3364.569824
	Iteration 99Q: 3 clusters Score -4006383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4006386.250000 Penalty: 3364.569824
	Iteration 100F: 3 clusters Score -4006386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4006389.500000 Penalty: 3364.569824
	Iteration 101Q: 3 clusters Score -4006390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4006389.250000 Penalty: 3364.569824
	Iteration 102Q: 3 clusters Score -4006389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4006386.000000 Penalty: 3364.569824
	Iteration 103Q: 3 clusters Score -4006386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -4006388.500000 Penalty: 3364.569824
	Iteration 104Q: 3 clusters Score -4006388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4006387.750000 Penalty: 3364.569824
	Iteration 105Q: 3 clusters Score -4006388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4006389.500000 Penalty: 3364.569824
	Iteration 106Q: 3 clusters Score -4006390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4006394.750000 Penalty: 3364.569824
	Iteration 107Q: 3 clusters Score -4006395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4006393.500000 Penalty: 3364.569824
	Iteration 108Q: 3 clusters Score -4006394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4006392.500000 Penalty: 3364.569824
	Iteration 109Q: 3 clusters Score -4006392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4006392.500000 Penalty: 3364.569824
	Iteration 110F: 3 clusters Score -4006392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -510580.093750 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -510580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -507056.093750 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -507056.1 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -508085.312500 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -508085.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -508342.312500 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -508342.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -508550.562500 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -508550.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -508728.656250 Penalty: 2723.275635
	Iteration 4F: 3 clusters Score -508728.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -508879.062500 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -508879.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -509032.843750 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -509032.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -509176.500000 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -509176.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -509270.218750 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -509270.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -509338.343750 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -509338.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -509376.843750 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -509376.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -509407.750000 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -509407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -509436.125000 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -509436.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -509453.250000 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -509453.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -509464.000000 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -509464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -509472.000000 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -509472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -509479.187500 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -509479.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -509486.281250 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -509486.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -509492.500000 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -509492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -509496.000000 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -509496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -509500.000000 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -509500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -509502.343750 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -509502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -509503.875000 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -509503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -509506.750000 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -509506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -509507.375000 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -509507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -509508.937500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -509508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -509510.406250 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -509510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -509511.062500 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -509511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -509510.656250 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -509510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -509511.531250 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -509511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -509512.187500 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -509512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -509512.187500 Penalty: 2723.275635
	Iteration 31F: 3 clusters Score -509512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -131118.828125 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -131118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129645.960938 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -129646 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129960.570312 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -129960.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130060.781250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -130060.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130114.515625 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -130114.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130147.687500 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -130147.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130169.796875 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -130169.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -130197.617188 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -130197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130222.742188 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -130222.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130236.546875 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -130236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -130249.000000 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -130249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -130271.234375 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -130271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -130294.187500 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -130294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -130304.484375 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -130304.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -130311.328125 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -130311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -130316.875000 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -130316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -130318.687500 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -130318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -130320.687500 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -130320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -130323.039062 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -130323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -130325.500000 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -130325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -130330.953125 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -130331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130337.789062 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -130337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -130341.453125 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -130341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -130344.953125 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -130345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -130348.054688 Penalty: 2276.586670
	Iteration 23Q: 3 clusters Score -130348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -130350.554688 Penalty: 2276.586670
	Iteration 24Q: 3 clusters Score -130350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -130351.007812 Penalty: 2276.586670
	Iteration 25Q: 3 clusters Score -130351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -130352.226562 Penalty: 2276.586670
	Iteration 26Q: 3 clusters Score -130352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -130352.828125 Penalty: 2276.586670
	Iteration 27Q: 3 clusters Score -130352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130355.062500 Penalty: 2276.586670
	Iteration 28Q: 3 clusters Score -130355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -130359.570312 Penalty: 2276.586670
	Iteration 29Q: 3 clusters Score -130359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -130363.562500 Penalty: 2276.586670
	Iteration 30Q: 3 clusters Score -130363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130363.929688 Penalty: 2276.586670
	Iteration 31Q: 3 clusters Score -130363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130363.929688 Penalty: 2276.586670
	Iteration 32F: 3 clusters Score -130363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -628569.500000 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -628569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -624637.500000 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -624637.5 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -625772.812500 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -625772.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -625932.250000 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -625932.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -626044.125000 Penalty: 2767.241943
	Iteration 3Q: 3 clusters Score -626044.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -626170.812500 Penalty: 2767.241943
	Iteration 4Q: 3 clusters Score -626170.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -626290.125000 Penalty: 2767.241943
	Iteration 5Q: 3 clusters Score -626290.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -626414.437500 Penalty: 2767.241943
	Iteration 6Q: 3 clusters Score -626414.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -626558.500000 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -626558.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -626718.250000 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -626718.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -626881.125000 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -626881.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -627043.812500 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -627043.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -627171.375000 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -627171.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -627265.562500 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -627265.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -627320.187500 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -627320.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -627357.562500 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -627357.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -627395.125000 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -627395.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -627418.625000 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -627418.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -627445.187500 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -627445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -627462.437500 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -627462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -627470.875000 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -627470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -627481.375000 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -627481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -627489.312500 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -627489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -627496.812500 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -627496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -627500.750000 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -627500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -627502.812500 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -627502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -627503.000000 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -627503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -627505.312500 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -627505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -627505.062500 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -627505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -627505.062500 Penalty: 2767.241943
	Iteration 28F: 3 clusters Score -627505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49380.363281 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49380.36 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49862.628906 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49862.63 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50125.632812 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -50125.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50211.906250 Penalty: 2026.183472
	Iteration 3Q: 3 clusters Score -50211.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50243.453125 Penalty: 2026.183472
	Iteration 4Q: 3 clusters Score -50243.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50254.296875 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50269.226562 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50269.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50269.226562 Penalty: 2026.183472
	Iteration 7F: 3 clusters Score -50269.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 65694 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22151 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 83554 members 
Mstep: Class 14 contains 62158 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82014 members 
Mstep: Class 18 contains 361 members 
Entering Unmasked Estep 
Score: -61630256.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61631428.000000 to -61630256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Entering Unmasked Estep 
Score: -8368023.000000 Penalty: 1802.573975
	Iteration 0F: 2 clusters Score -8368023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -8324525.500000 Penalty: 3605.147949
	Iteration 0F: 3 clusters Score -8324526 nChanged 31148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8342286.000000 Penalty: 3605.147949
	Iteration 1F: 3 clusters Score -8342286 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8342881.500000 Penalty: 3605.147949
	Iteration 2Q: 3 clusters Score -8342882 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -8343612.000000 Penalty: 3605.147949
	Iteration 3Q: 3 clusters Score -8343612 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8344682.500000 Penalty: 3605.147949
	Iteration 4Q: 3 clusters Score -8344682 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -8346490.500000 Penalty: 3605.147949
	Iteration 5Q: 3 clusters Score -8346490 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8349457.500000 Penalty: 3605.147949
	Iteration 6F: 3 clusters Score -8349458 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -8353792.000000 Penalty: 3605.147949
	Iteration 7F: 3 clusters Score -8353792 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -8358639.500000 Penalty: 3605.147949
	Iteration 8F: 3 clusters Score -8358640 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -8362631.000000 Penalty: 3605.147949
	Iteration 9F: 3 clusters Score -8362631 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -8364830.500000 Penalty: 3605.147949
	Iteration 10Q: 3 clusters Score -8364830 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -8365755.500000 Penalty: 3605.147949
	Iteration 11Q: 3 clusters Score -8365756 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -8366115.500000 Penalty: 3605.147949
	Iteration 12Q: 3 clusters Score -8366116 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -8366242.000000 Penalty: 3605.147949
	Iteration 13Q: 3 clusters Score -8366242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -8366317.500000 Penalty: 3605.147949
	Iteration 14Q: 3 clusters Score -8366318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -8366346.000000 Penalty: 3605.147949
	Iteration 15Q: 3 clusters Score -8366346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -8366370.500000 Penalty: 3605.147949
	Iteration 16Q: 3 clusters Score -8366370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -8366384.000000 Penalty: 3605.147949
	Iteration 17Q: 3 clusters Score -8366384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -8366391.500000 Penalty: 3605.147949
	Iteration 18Q: 3 clusters Score -8366392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -8366404.500000 Penalty: 3605.147949
	Iteration 19Q: 3 clusters Score -8366404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -8366406.500000 Penalty: 3605.147949
	Iteration 20F: 3 clusters Score -8366406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -8366412.500000 Penalty: 3605.147949
	Iteration 21Q: 3 clusters Score -8366412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -8366419.000000 Penalty: 3605.147949
	Iteration 22Q: 3 clusters Score -8366419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -8366424.500000 Penalty: 3605.147949
	Iteration 23Q: 3 clusters Score -8366424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -8366428.500000 Penalty: 3605.147949
	Iteration 24Q: 3 clusters Score -8366428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -8366430.000000 Penalty: 3605.147949
	Iteration 25Q: 3 clusters Score -8366430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -8366433.000000 Penalty: 3605.147949
	Iteration 26Q: 3 clusters Score -8366433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8366436.000000 Penalty: 3605.147949
	Iteration 27Q: 3 clusters Score -8366436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8366438.000000 Penalty: 3605.147949
	Iteration 28Q: 3 clusters Score -8366438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -8366438.500000 Penalty: 3605.147949
	Iteration 29Q: 3 clusters Score -8366438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8366441.500000 Penalty: 3605.147949
	Iteration 30Q: 3 clusters Score -8366442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8366441.500000 Penalty: 3605.147949
	Iteration 31F: 3 clusters Score -8366442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Entering Unmasked Estep 
Score: -4426283.000000 Penalty: 1705.750366
	Iteration 0F: 2 clusters Score -4426283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4401942.000000 Penalty: 3411.500732
	Iteration 0F: 3 clusters Score -4401942 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4411546.500000 Penalty: 3411.500732
	Iteration 1F: 3 clusters Score -4411546 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4412085.500000 Penalty: 3411.500732
	Iteration 2Q: 3 clusters Score -4412086 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4412739.000000 Penalty: 3411.500732
	Iteration 3Q: 3 clusters Score -4412739 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4413601.500000 Penalty: 3411.500732
	Iteration 4F: 3 clusters Score -4413602 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -4414719.000000 Penalty: 3411.500732
	Iteration 5F: 3 clusters Score -4414719 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4416348.500000 Penalty: 3411.500732
	Iteration 6F: 3 clusters Score -4416348 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4418423.000000 Penalty: 3411.500732
	Iteration 7F: 3 clusters Score -4418423 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4420686.500000 Penalty: 3411.500732
	Iteration 8F: 3 clusters Score -4420686 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4422540.000000 Penalty: 3411.500732
	Iteration 9F: 3 clusters Score -4422540 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4423726.000000 Penalty: 3411.500732
	Iteration 10Q: 3 clusters Score -4423726 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4424340.000000 Penalty: 3411.500732
	Iteration 11Q: 3 clusters Score -4424340 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4424595.500000 Penalty: 3411.500732
	Iteration 12Q: 3 clusters Score -4424596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4424718.000000 Penalty: 3411.500732
	Iteration 13Q: 3 clusters Score -4424718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4424802.000000 Penalty: 3411.500732
	Iteration 14Q: 3 clusters Score -4424802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4424854.000000 Penalty: 3411.500732
	Iteration 15Q: 3 clusters Score -4424854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4424883.500000 Penalty: 3411.500732
	Iteration 16Q: 3 clusters Score -4424884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4424899.000000 Penalty: 3411.500732
	Iteration 17Q: 3 clusters Score -4424899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4424905.500000 Penalty: 3411.500732
	Iteration 18Q: 3 clusters Score -4424906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4424906.000000 Penalty: 3411.500732
	Iteration 19Q: 3 clusters Score -4424906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4424911.500000 Penalty: 3411.500732
	Iteration 20F: 3 clusters Score -4424912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Entering Unmasked Estep 
Score: -8581190.000000 Penalty: 1805.821289
	Iteration 0F: 2 clusters Score -8581190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8537154.000000 Penalty: 3611.642578
	Iteration 0F: 3 clusters Score -8537154 nChanged 31727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8555140.000000 Penalty: 3611.642578
	Iteration 1F: 3 clusters Score -8555140 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -8555895.000000 Penalty: 3611.642578
	Iteration 2Q: 3 clusters Score -8555895 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -8557174.000000 Penalty: 3611.642578
	Iteration 3Q: 3 clusters Score -8557174 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -8559393.000000 Penalty: 3611.642578
	Iteration 4F: 3 clusters Score -8559393 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -8563119.000000 Penalty: 3611.642578
	Iteration 5F: 3 clusters Score -8563119 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -8568179.000000 Penalty: 3611.642578
	Iteration 6F: 3 clusters Score -8568179 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -8573288.000000 Penalty: 3611.642578
	Iteration 7F: 3 clusters Score -8573288 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8576795.000000 Penalty: 3611.642578
	Iteration 8F: 3 clusters Score -8576795 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8578376.000000 Penalty: 3611.642578
	Iteration 9Q: 3 clusters Score -8578376 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8579077.000000 Penalty: 3611.642578
	Iteration 10Q: 3 clusters Score -8579077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8579345.000000 Penalty: 3611.642578
	Iteration 11Q: 3 clusters Score -8579345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8579454.000000 Penalty: 3611.642578
	Iteration 12Q: 3 clusters Score -8579454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8579531.000000 Penalty: 3611.642578
	Iteration 13Q: 3 clusters Score -8579531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8579577.000000 Penalty: 3611.642578
	Iteration 14Q: 3 clusters Score -8579577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8579604.000000 Penalty: 3611.642578
	Iteration 15Q: 3 clusters Score -8579604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8579625.000000 Penalty: 3611.642578
	Iteration 16Q: 3 clusters Score -8579625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8579649.000000 Penalty: 3611.642578
	Iteration 17Q: 3 clusters Score -8579649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8579643.000000 Penalty: 3611.642578
	Iteration 18Q: 3 clusters Score -8579643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8579667.000000 Penalty: 3611.642578
	Iteration 19Q: 3 clusters Score -8579667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8579670.000000 Penalty: 3611.642578
	Iteration 20F: 3 clusters Score -8579670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21088.539062 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21088.54 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21502.166016 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21502.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21727.751953 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21727.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21853.359375 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21853.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21978.121094 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21978.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22036.562500 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22036.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22062.699219 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22074.060547 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22074.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22074.060547 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -22074.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65694 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22151 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 83554 members 
Mstep: Class 14 contains 62158 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82014 members 
Mstep: Class 18 contains 113 members 
Entering Unmasked Estep 
Score: -61630472.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61631428.000000 to -61630472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -122511.164062 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -122511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121073.335938 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -121073.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121312.257812 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -121312.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121378.531250 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -121378.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121403.703125 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -121403.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121414.921875 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -121414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121427.062500 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -121427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121438.976562 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -121439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121448.273438 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -121448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121456.265625 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -121456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121461.648438 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -121461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121463.578125 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -121463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121465.070312 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -121465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121467.109375 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -121467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121470.359375 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -121470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121473.015625 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -121473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121476.070312 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -121476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121477.156250 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -121477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121477.156250 Penalty: 2238.454590
	Iteration 17F: 3 clusters Score -121477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Entering Unmasked Estep 
Score: -2812219.500000 Penalty: 1625.916138
	Iteration 0F: 2 clusters Score -2812220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2797084.000000 Penalty: 3251.832275
	Iteration 0F: 3 clusters Score -2797084 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2802534.750000 Penalty: 3251.832275
	Iteration 1F: 3 clusters Score -2802535 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2802842.750000 Penalty: 3251.832275
	Iteration 2Q: 3 clusters Score -2802843 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2803130.250000 Penalty: 3251.832275
	Iteration 3Q: 3 clusters Score -2803130 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2803380.000000 Penalty: 3251.832275
	Iteration 4Q: 3 clusters Score -2803380 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2803647.250000 Penalty: 3251.832275
	Iteration 5Q: 3 clusters Score -2803647 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2803986.500000 Penalty: 3251.832275
	Iteration 6Q: 3 clusters Score -2803986 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2804453.250000 Penalty: 3251.832275
	Iteration 7Q: 3 clusters Score -2804453 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2805053.750000 Penalty: 3251.832275
	Iteration 8F: 3 clusters Score -2805054 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2805809.750000 Penalty: 3251.832275
	Iteration 9F: 3 clusters Score -2805810 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2806690.000000 Penalty: 3251.832275
	Iteration 10F: 3 clusters Score -2806690 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2807679.750000 Penalty: 3251.832275
	Iteration 11F: 3 clusters Score -2807680 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2808496.250000 Penalty: 3251.832275
	Iteration 12Q: 3 clusters Score -2808496 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2809190.000000 Penalty: 3251.832275
	Iteration 13Q: 3 clusters Score -2809190 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2809732.500000 Penalty: 3251.832275
	Iteration 14Q: 3 clusters Score -2809732 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2810068.000000 Penalty: 3251.832275
	Iteration 15Q: 3 clusters Score -2810068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2810260.750000 Penalty: 3251.832275
	Iteration 16Q: 3 clusters Score -2810261 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2810389.000000 Penalty: 3251.832275
	Iteration 17Q: 3 clusters Score -2810389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2810486.000000 Penalty: 3251.832275
	Iteration 18Q: 3 clusters Score -2810486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2810547.750000 Penalty: 3251.832275
	Iteration 19Q: 3 clusters Score -2810548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2810574.250000 Penalty: 3251.832275
	Iteration 20F: 3 clusters Score -2810574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2810600.000000 Penalty: 3251.832275
	Iteration 21Q: 3 clusters Score -2810600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2810619.750000 Penalty: 3251.832275
	Iteration 22Q: 3 clusters Score -2810620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2810647.500000 Penalty: 3251.832275
	Iteration 23Q: 3 clusters Score -2810648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2810673.500000 Penalty: 3251.832275
	Iteration 24Q: 3 clusters Score -2810674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2810693.000000 Penalty: 3251.832275
	Iteration 25Q: 3 clusters Score -2810693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2810705.000000 Penalty: 3251.832275
	Iteration 26Q: 3 clusters Score -2810705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2810724.750000 Penalty: 3251.832275
	Iteration 27Q: 3 clusters Score -2810725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2810736.500000 Penalty: 3251.832275
	Iteration 28Q: 3 clusters Score -2810736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2810742.500000 Penalty: 3251.832275
	Iteration 29Q: 3 clusters Score -2810742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2810751.750000 Penalty: 3251.832275
	Iteration 30Q: 3 clusters Score -2810752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2810759.000000 Penalty: 3251.832275
	Iteration 31Q: 3 clusters Score -2810759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2810771.250000 Penalty: 3251.832275
	Iteration 32Q: 3 clusters Score -2810771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2810779.750000 Penalty: 3251.832275
	Iteration 33Q: 3 clusters Score -2810780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2810786.500000 Penalty: 3251.832275
	Iteration 34Q: 3 clusters Score -2810786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2810794.000000 Penalty: 3251.832275
	Iteration 35Q: 3 clusters Score -2810794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2810794.750000 Penalty: 3251.832275
	Iteration 36Q: 3 clusters Score -2810795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2810796.000000 Penalty: 3251.832275
	Iteration 37Q: 3 clusters Score -2810796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2810798.250000 Penalty: 3251.832275
	Iteration 38Q: 3 clusters Score -2810798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2810798.500000 Penalty: 3251.832275
	Iteration 39Q: 3 clusters Score -2810798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2810798.500000 Penalty: 3251.832275
	Iteration 40F: 3 clusters Score -2810798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Entering Unmasked Estep 
Score: -3860003.500000 Penalty: 1676.869873
	Iteration 0F: 2 clusters Score -3860004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3839660.750000 Penalty: 3353.739746
	Iteration 0F: 3 clusters Score -3839661 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3847329.750000 Penalty: 3353.739746
	Iteration 1F: 3 clusters Score -3847330 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3847714.250000 Penalty: 3353.739746
	Iteration 2Q: 3 clusters Score -3847714 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3848090.000000 Penalty: 3353.739746
	Iteration 3Q: 3 clusters Score -3848090 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3848488.000000 Penalty: 3353.739746
	Iteration 4Q: 3 clusters Score -3848488 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3849011.000000 Penalty: 3353.739746
	Iteration 5Q: 3 clusters Score -3849011 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3849704.500000 Penalty: 3353.739746
	Iteration 6Q: 3 clusters Score -3849704 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3850680.750000 Penalty: 3353.739746
	Iteration 7F: 3 clusters Score -3850681 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3851939.000000 Penalty: 3353.739746
	Iteration 8F: 3 clusters Score -3851939 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3853384.500000 Penalty: 3353.739746
	Iteration 9F: 3 clusters Score -3853384 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3854708.500000 Penalty: 3353.739746
	Iteration 10F: 3 clusters Score -3854708 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3855611.500000 Penalty: 3353.739746
	Iteration 11Q: 3 clusters Score -3855612 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3856290.250000 Penalty: 3353.739746
	Iteration 12Q: 3 clusters Score -3856290 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3856815.500000 Penalty: 3353.739746
	Iteration 13Q: 3 clusters Score -3856816 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3857208.000000 Penalty: 3353.739746
	Iteration 14Q: 3 clusters Score -3857208 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3857508.250000 Penalty: 3353.739746
	Iteration 15Q: 3 clusters Score -3857508 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3857694.750000 Penalty: 3353.739746
	Iteration 16Q: 3 clusters Score -3857695 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3857864.750000 Penalty: 3353.739746
	Iteration 17Q: 3 clusters Score -3857865 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3857964.750000 Penalty: 3353.739746
	Iteration 18Q: 3 clusters Score -3857965 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3858038.000000 Penalty: 3353.739746
	Iteration 19Q: 3 clusters Score -3858038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3858095.250000 Penalty: 3353.739746
	Iteration 20F: 3 clusters Score -3858095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3858146.250000 Penalty: 3353.739746
	Iteration 21Q: 3 clusters Score -3858146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3858197.000000 Penalty: 3353.739746
	Iteration 22Q: 3 clusters Score -3858197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3858244.500000 Penalty: 3353.739746
	Iteration 23Q: 3 clusters Score -3858244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3858292.750000 Penalty: 3353.739746
	Iteration 24Q: 3 clusters Score -3858293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3858328.500000 Penalty: 3353.739746
	Iteration 25Q: 3 clusters Score -3858328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3858352.500000 Penalty: 3353.739746
	Iteration 26Q: 3 clusters Score -3858352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3858378.500000 Penalty: 3353.739746
	Iteration 27Q: 3 clusters Score -3858378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3858397.500000 Penalty: 3353.739746
	Iteration 28Q: 3 clusters Score -3858398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3858413.500000 Penalty: 3353.739746
	Iteration 29Q: 3 clusters Score -3858414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3858425.750000 Penalty: 3353.739746
	Iteration 30Q: 3 clusters Score -3858426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3858434.750000 Penalty: 3353.739746
	Iteration 31Q: 3 clusters Score -3858435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3858439.000000 Penalty: 3353.739746
	Iteration 32Q: 3 clusters Score -3858439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3858449.000000 Penalty: 3353.739746
	Iteration 33Q: 3 clusters Score -3858449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3858457.250000 Penalty: 3353.739746
	Iteration 34Q: 3 clusters Score -3858457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3858463.250000 Penalty: 3353.739746
	Iteration 35Q: 3 clusters Score -3858463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3858472.250000 Penalty: 3353.739746
	Iteration 36Q: 3 clusters Score -3858472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3858480.750000 Penalty: 3353.739746
	Iteration 37Q: 3 clusters Score -3858481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3858487.500000 Penalty: 3353.739746
	Iteration 38Q: 3 clusters Score -3858488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3858488.500000 Penalty: 3353.739746
	Iteration 39Q: 3 clusters Score -3858488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3858486.250000 Penalty: 3353.739746
	Iteration 40F: 3 clusters Score -3858486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3858487.750000 Penalty: 3353.739746
	Iteration 41Q: 3 clusters Score -3858488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -3858485.500000 Penalty: 3353.739746
	Iteration 42Q: 3 clusters Score -3858486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3858488.000000 Penalty: 3353.739746
	Iteration 43Q: 3 clusters Score -3858488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3858490.500000 Penalty: 3353.739746
	Iteration 44Q: 3 clusters Score -3858490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3858490.500000 Penalty: 3353.739746
	Iteration 45Q: 3 clusters Score -3858490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3858491.000000 Penalty: 3353.739746
	Iteration 46Q: 3 clusters Score -3858491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3858491.250000 Penalty: 3353.739746
	Iteration 47Q: 3 clusters Score -3858491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3858495.750000 Penalty: 3353.739746
	Iteration 48Q: 3 clusters Score -3858496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3858495.500000 Penalty: 3353.739746
	Iteration 49Q: 3 clusters Score -3858496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3858499.250000 Penalty: 3353.739746
	Iteration 50Q: 3 clusters Score -3858499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3858497.000000 Penalty: 3353.739746
	Iteration 51Q: 3 clusters Score -3858497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3858497.750000 Penalty: 3353.739746
	Iteration 52Q: 3 clusters Score -3858498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3858500.750000 Penalty: 3353.739746
	Iteration 53Q: 3 clusters Score -3858501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3858503.750000 Penalty: 3353.739746
	Iteration 54Q: 3 clusters Score -3858504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3858501.750000 Penalty: 3353.739746
	Iteration 55Q: 3 clusters Score -3858502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3858505.000000 Penalty: 3353.739746
	Iteration 56Q: 3 clusters Score -3858505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3858511.750000 Penalty: 3353.739746
	Iteration 57Q: 3 clusters Score -3858512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3858510.500000 Penalty: 3353.739746
	Iteration 58Q: 3 clusters Score -3858510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3858508.500000 Penalty: 3353.739746
	Iteration 59Q: 3 clusters Score -3858508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3858510.250000 Penalty: 3353.739746
	Iteration 60F: 3 clusters Score -3858510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3858510.000000 Penalty: 3353.739746
	Iteration 61Q: 3 clusters Score -3858510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3858510.000000 Penalty: 3353.739746
	Iteration 62F: 3 clusters Score -3858510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Entering Unmasked Estep 
Score: -10659669.000000 Penalty: 1841.652832
	Iteration 0F: 2 clusters Score -1.065967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -10606213.000000 Penalty: 3683.305664
	Iteration 0F: 3 clusters Score -1.060621e+07 nChanged 39749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -10628945.000000 Penalty: 3683.305664
	Iteration 1F: 3 clusters Score -1.062894e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -10630083.000000 Penalty: 3683.305664
	Iteration 2Q: 3 clusters Score -1.063008e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -10631856.000000 Penalty: 3683.305664
	Iteration 3Q: 3 clusters Score -1.063186e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -10634895.000000 Penalty: 3683.305664
	Iteration 4F: 3 clusters Score -1.06349e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -10639656.000000 Penalty: 3683.305664
	Iteration 5F: 3 clusters Score -1.063966e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -10646244.000000 Penalty: 3683.305664
	Iteration 6F: 3 clusters Score -1.064624e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -10652934.000000 Penalty: 3683.305664
	Iteration 7F: 3 clusters Score -1.065293e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -10656827.000000 Penalty: 3683.305664
	Iteration 8F: 3 clusters Score -1.065683e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -10658162.000000 Penalty: 3683.305664
	Iteration 9Q: 3 clusters Score -1.065816e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -10658704.000000 Penalty: 3683.305664
	Iteration 10Q: 3 clusters Score -1.06587e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -10658974.000000 Penalty: 3683.305664
	Iteration 11Q: 3 clusters Score -1.065897e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -10659165.000000 Penalty: 3683.305664
	Iteration 12Q: 3 clusters Score -1.065916e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -10659279.000000 Penalty: 3683.305664
	Iteration 13Q: 3 clusters Score -1.065928e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -10659281.000000 Penalty: 3683.305664
	Iteration 14Q: 3 clusters Score -1.065928e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -10659400.000000 Penalty: 3683.305664
	Iteration 15Q: 3 clusters Score -1.06594e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -10659374.000000 Penalty: 3683.305664
	Iteration 16Q: 3 clusters Score -1.065937e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -10659364.000000 Penalty: 3683.305664
	Iteration 17Q: 3 clusters Score -1.065936e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -10659408.000000 Penalty: 3683.305664
	Iteration 18Q: 3 clusters Score -1.065941e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -10659388.000000 Penalty: 3683.305664
	Iteration 19Q: 3 clusters Score -1.065939e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -10659394.000000 Penalty: 3683.305664
	Iteration 20F: 3 clusters Score -1.065939e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -10659401.000000 Penalty: 3683.305664
	Iteration 21Q: 3 clusters Score -1.06594e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -10659445.000000 Penalty: 3683.305664
	Iteration 22Q: 3 clusters Score -1.065944e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -10659425.000000 Penalty: 3683.305664
	Iteration 23Q: 3 clusters Score -1.065942e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -10659435.000000 Penalty: 3683.305664
	Iteration 24Q: 3 clusters Score -1.065944e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -10659478.000000 Penalty: 3683.305664
	Iteration 25Q: 3 clusters Score -1.065948e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -10659505.000000 Penalty: 3683.305664
	Iteration 26Q: 3 clusters Score -1.06595e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -10659441.000000 Penalty: 3683.305664
	Iteration 27Q: 3 clusters Score -1.065944e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -10659421.000000 Penalty: 3683.305664
	Iteration 28Q: 3 clusters Score -1.065942e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -10659382.000000 Penalty: 3683.305664
	Iteration 29Q: 3 clusters Score -1.065938e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10659359.000000 Penalty: 3683.305664
	Iteration 30Q: 3 clusters Score -1.065936e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -10659361.000000 Penalty: 3683.305664
	Iteration 31Q: 3 clusters Score -1.065936e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -10659357.000000 Penalty: 3683.305664
	Iteration 32Q: 3 clusters Score -1.065936e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -10659350.000000 Penalty: 3683.305664
	Iteration 33Q: 3 clusters Score -1.065935e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -10659380.000000 Penalty: 3683.305664
	Iteration 34Q: 3 clusters Score -1.065938e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10659395.000000 Penalty: 3683.305664
	Iteration 35Q: 3 clusters Score -1.06594e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -10659387.000000 Penalty: 3683.305664
	Iteration 36Q: 3 clusters Score -1.065939e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10659399.000000 Penalty: 3683.305664
	Iteration 37Q: 3 clusters Score -1.06594e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10659391.000000 Penalty: 3683.305664
	Iteration 38Q: 3 clusters Score -1.065939e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -10659401.000000 Penalty: 3683.305664
	Iteration 39Q: 3 clusters Score -1.06594e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -10659402.000000 Penalty: 3683.305664
	Iteration 40F: 3 clusters Score -1.06594e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -10659391.000000 Penalty: 3683.305664
	Iteration 41Q: 3 clusters Score -1.065939e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -10659390.000000 Penalty: 3683.305664
	Iteration 42Q: 3 clusters Score -1.065939e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10659345.000000 Penalty: 3683.305664
	Iteration 43Q: 3 clusters Score -1.065934e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10659335.000000 Penalty: 3683.305664
	Iteration 44Q: 3 clusters Score -1.065934e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10659315.000000 Penalty: 3683.305664
	Iteration 45Q: 3 clusters Score -1.065932e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10659307.000000 Penalty: 3683.305664
	Iteration 46Q: 3 clusters Score -1.065931e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10659296.000000 Penalty: 3683.305664
	Iteration 47Q: 3 clusters Score -1.06593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -10659266.000000 Penalty: 3683.305664
	Iteration 48Q: 3 clusters Score -1.065927e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10659293.000000 Penalty: 3683.305664
	Iteration 49Q: 3 clusters Score -1.065929e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -10659314.000000 Penalty: 3683.305664
	Iteration 50Q: 3 clusters Score -1.065931e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10659300.000000 Penalty: 3683.305664
	Iteration 51Q: 3 clusters Score -1.06593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10659295.000000 Penalty: 3683.305664
	Iteration 52Q: 3 clusters Score -1.06593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10659301.000000 Penalty: 3683.305664
	Iteration 53Q: 3 clusters Score -1.06593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10659305.000000 Penalty: 3683.305664
	Iteration 54Q: 3 clusters Score -1.06593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10659308.000000 Penalty: 3683.305664
	Iteration 55Q: 3 clusters Score -1.065931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10659301.000000 Penalty: 3683.305664
	Iteration 56Q: 3 clusters Score -1.06593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10659302.000000 Penalty: 3683.305664
	Iteration 57Q: 3 clusters Score -1.06593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10659284.000000 Penalty: 3683.305664
	Iteration 58Q: 3 clusters Score -1.065928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10659275.000000 Penalty: 3683.305664
	Iteration 59Q: 3 clusters Score -1.065928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10659278.000000 Penalty: 3683.305664
	Iteration 60F: 3 clusters Score -1.065928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10659280.000000 Penalty: 3683.305664
	Iteration 61Q: 3 clusters Score -1.065928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -10659271.000000 Penalty: 3683.305664
	Iteration 62Q: 3 clusters Score -1.065927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -10659259.000000 Penalty: 3683.305664
	Iteration 63Q: 3 clusters Score -1.065926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10659268.000000 Penalty: 3683.305664
	Iteration 64Q: 3 clusters Score -1.065927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -10659274.000000 Penalty: 3683.305664
	Iteration 65Q: 3 clusters Score -1.065927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10659266.000000 Penalty: 3683.305664
	Iteration 66Q: 3 clusters Score -1.065927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -10659269.000000 Penalty: 3683.305664
	Iteration 67Q: 3 clusters Score -1.065927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10659282.000000 Penalty: 3683.305664
	Iteration 68Q: 3 clusters Score -1.065928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10659269.000000 Penalty: 3683.305664
	Iteration 69Q: 3 clusters Score -1.065927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -10659265.000000 Penalty: 3683.305664
	Iteration 70Q: 3 clusters Score -1.065926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -10659270.000000 Penalty: 3683.305664
	Iteration 71Q: 3 clusters Score -1.065927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -10659269.000000 Penalty: 3683.305664
	Iteration 72Q: 3 clusters Score -1.065927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -10659263.000000 Penalty: 3683.305664
	Iteration 73Q: 3 clusters Score -1.065926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10659260.000000 Penalty: 3683.305664
	Iteration 74Q: 3 clusters Score -1.065926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10659260.000000 Penalty: 3683.305664
	Iteration 75Q: 3 clusters Score -1.065926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10659266.000000 Penalty: 3683.305664
	Iteration 76Q: 3 clusters Score -1.065927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10659266.000000 Penalty: 3683.305664
	Iteration 77F: 3 clusters Score -1.065927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Entering Unmasked Estep 
Score: -7919730.000000 Penalty: 1793.583130
	Iteration 0F: 2 clusters Score -7919730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -7878440.000000 Penalty: 3587.166260
	Iteration 0F: 3 clusters Score -7878440 nChanged 29420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -7895426.500000 Penalty: 3587.166260
	Iteration 1F: 3 clusters Score -7895426 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -7895883.500000 Penalty: 3587.166260
	Iteration 2Q: 3 clusters Score -7895884 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -7896439.000000 Penalty: 3587.166260
	Iteration 3Q: 3 clusters Score -7896439 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7897007.000000 Penalty: 3587.166260
	Iteration 4Q: 3 clusters Score -7897007 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -7897595.000000 Penalty: 3587.166260
	Iteration 5Q: 3 clusters Score -7897595 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -7898456.500000 Penalty: 3587.166260
	Iteration 6Q: 3 clusters Score -7898456 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -7899590.000000 Penalty: 3587.166260
	Iteration 7Q: 3 clusters Score -7899590 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -7901412.500000 Penalty: 3587.166260
	Iteration 8F: 3 clusters Score -7901412 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7904070.000000 Penalty: 3587.166260
	Iteration 9F: 3 clusters Score -7904070 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -7907401.000000 Penalty: 3587.166260
	Iteration 10F: 3 clusters Score -7907401 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -7910776.000000 Penalty: 3587.166260
	Iteration 11F: 3 clusters Score -7910776 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -7913371.500000 Penalty: 3587.166260
	Iteration 12Q: 3 clusters Score -7913372 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7914933.500000 Penalty: 3587.166260
	Iteration 13Q: 3 clusters Score -7914934 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7915849.500000 Penalty: 3587.166260
	Iteration 14Q: 3 clusters Score -7915850 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7916389.500000 Penalty: 3587.166260
	Iteration 15Q: 3 clusters Score -7916390 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7916840.000000 Penalty: 3587.166260
	Iteration 16Q: 3 clusters Score -7916840 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7917158.000000 Penalty: 3587.166260
	Iteration 17Q: 3 clusters Score -7917158 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7917365.000000 Penalty: 3587.166260
	Iteration 18Q: 3 clusters Score -7917365 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7917550.000000 Penalty: 3587.166260
	Iteration 19Q: 3 clusters Score -7917550 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7917669.000000 Penalty: 3587.166260
	Iteration 20F: 3 clusters Score -7917669 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7917798.500000 Penalty: 3587.166260
	Iteration 21Q: 3 clusters Score -7917798 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7917899.500000 Penalty: 3587.166260
	Iteration 22Q: 3 clusters Score -7917900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7918016.000000 Penalty: 3587.166260
	Iteration 23Q: 3 clusters Score -7918016 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7918107.500000 Penalty: 3587.166260
	Iteration 24Q: 3 clusters Score -7918108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7918160.000000 Penalty: 3587.166260
	Iteration 25Q: 3 clusters Score -7918160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7918230.500000 Penalty: 3587.166260
	Iteration 26Q: 3 clusters Score -7918230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7918288.000000 Penalty: 3587.166260
	Iteration 27Q: 3 clusters Score -7918288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7918336.500000 Penalty: 3587.166260
	Iteration 28Q: 3 clusters Score -7918336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7918392.500000 Penalty: 3587.166260
	Iteration 29Q: 3 clusters Score -7918392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7918419.000000 Penalty: 3587.166260
	Iteration 30Q: 3 clusters Score -7918419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7918451.500000 Penalty: 3587.166260
	Iteration 31Q: 3 clusters Score -7918452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7918465.500000 Penalty: 3587.166260
	Iteration 32Q: 3 clusters Score -7918466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7918482.000000 Penalty: 3587.166260
	Iteration 33Q: 3 clusters Score -7918482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7918491.500000 Penalty: 3587.166260
	Iteration 34Q: 3 clusters Score -7918492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7918501.000000 Penalty: 3587.166260
	Iteration 35Q: 3 clusters Score -7918501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7918511.000000 Penalty: 3587.166260
	Iteration 36Q: 3 clusters Score -7918511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7918521.500000 Penalty: 3587.166260
	Iteration 37Q: 3 clusters Score -7918522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7918517.000000 Penalty: 3587.166260
	Iteration 38Q: 3 clusters Score -7918517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7918514.500000 Penalty: 3587.166260
	Iteration 39Q: 3 clusters Score -7918514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7918516.000000 Penalty: 3587.166260
	Iteration 40F: 3 clusters Score -7918516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7918523.500000 Penalty: 3587.166260
	Iteration 41Q: 3 clusters Score -7918524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7918523.500000 Penalty: 3587.166260
	Iteration 42Q: 3 clusters Score -7918524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7918528.000000 Penalty: 3587.166260
	Iteration 43Q: 3 clusters Score -7918528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7918528.000000 Penalty: 3587.166260
	Iteration 44F: 3 clusters Score -7918528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72751.250000 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72751.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71593.812500 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71593.81 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71757.976562 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71757.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71841.859375 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71841.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71886.257812 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71886.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71919.570312 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71919.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71929.382812 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71929.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71933.726562 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71933.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71935.960938 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71935.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71939.109375 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71939.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71944.250000 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -71944.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71945.507812 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -71945.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71947.250000 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -71947.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71947.250000 Penalty: 2098.959961
	Iteration 12F: 3 clusters Score -71947.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32963.382812 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32963.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33160.597656 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33160.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33237.343750 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33237.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33253.246094 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33253.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33260.246094 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33260.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33294.285156 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33294.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33318.363281 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33318.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33345.343750 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33345.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33360.792969 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33360.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33379.609375 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33379.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33385.328125 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33385.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33393.953125 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33393.953125 Penalty: 1892.489868
	Iteration 12F: 3 clusters Score -33393.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Entering Unmasked Estep 
Score: -10532254.000000 Penalty: 1838.629761
	Iteration 0F: 2 clusters Score -1.053225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -10479571.000000 Penalty: 3677.259521
	Iteration 0F: 3 clusters Score -1.047957e+07 nChanged 39177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -10502559.000000 Penalty: 3677.259521
	Iteration 1F: 3 clusters Score -1.050256e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -10503218.000000 Penalty: 3677.259521
	Iteration 2Q: 3 clusters Score -1.050322e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -10503749.000000 Penalty: 3677.259521
	Iteration 3Q: 3 clusters Score -1.050375e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -10504336.000000 Penalty: 3677.259521
	Iteration 4Q: 3 clusters Score -1.050434e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -10505055.000000 Penalty: 3677.259521
	Iteration 5Q: 3 clusters Score -1.050506e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -10505769.000000 Penalty: 3677.259521
	Iteration 6Q: 3 clusters Score -1.050577e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -10506503.000000 Penalty: 3677.259521
	Iteration 7Q: 3 clusters Score -1.05065e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -10507223.000000 Penalty: 3677.259521
	Iteration 8Q: 3 clusters Score -1.050722e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -10507986.000000 Penalty: 3677.259521
	Iteration 9Q: 3 clusters Score -1.050799e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -10508818.000000 Penalty: 3677.259521
	Iteration 10Q: 3 clusters Score -1.050882e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -10509929.000000 Penalty: 3677.259521
	Iteration 11Q: 3 clusters Score -1.050993e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -10511275.000000 Penalty: 3677.259521
	Iteration 12Q: 3 clusters Score -1.051128e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -10513171.000000 Penalty: 3677.259521
	Iteration 13Q: 3 clusters Score -1.051317e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -10515660.000000 Penalty: 3677.259521
	Iteration 14Q: 3 clusters Score -1.051566e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -10518261.000000 Penalty: 3677.259521
	Iteration 15Q: 3 clusters Score -1.051826e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -10520244.000000 Penalty: 3677.259521
	Iteration 16Q: 3 clusters Score -1.052024e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -10521298.000000 Penalty: 3677.259521
	Iteration 17Q: 3 clusters Score -1.05213e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -10521887.000000 Penalty: 3677.259521
	Iteration 18Q: 3 clusters Score -1.052189e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10522470.000000 Penalty: 3677.259521
	Iteration 19Q: 3 clusters Score -1.052247e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -10523032.000000 Penalty: 3677.259521
	Iteration 20F: 3 clusters Score -1.052303e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -10523648.000000 Penalty: 3677.259521
	Iteration 21Q: 3 clusters Score -1.052365e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -10524300.000000 Penalty: 3677.259521
	Iteration 22Q: 3 clusters Score -1.05243e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -10525013.000000 Penalty: 3677.259521
	Iteration 23Q: 3 clusters Score -1.052501e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -10525679.000000 Penalty: 3677.259521
	Iteration 24Q: 3 clusters Score -1.052568e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -10526244.000000 Penalty: 3677.259521
	Iteration 25Q: 3 clusters Score -1.052624e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -10526775.000000 Penalty: 3677.259521
	Iteration 26Q: 3 clusters Score -1.052678e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -10527303.000000 Penalty: 3677.259521
	Iteration 27Q: 3 clusters Score -1.05273e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -10527840.000000 Penalty: 3677.259521
	Iteration 28Q: 3 clusters Score -1.052784e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -10528305.000000 Penalty: 3677.259521
	Iteration 29Q: 3 clusters Score -1.05283e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10528731.000000 Penalty: 3677.259521
	Iteration 30Q: 3 clusters Score -1.052873e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -10529169.000000 Penalty: 3677.259521
	Iteration 31Q: 3 clusters Score -1.052917e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -10529473.000000 Penalty: 3677.259521
	Iteration 32Q: 3 clusters Score -1.052947e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -10529737.000000 Penalty: 3677.259521
	Iteration 33Q: 3 clusters Score -1.052974e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10529972.000000 Penalty: 3677.259521
	Iteration 34Q: 3 clusters Score -1.052997e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -10530162.000000 Penalty: 3677.259521
	Iteration 35Q: 3 clusters Score -1.053016e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10530300.000000 Penalty: 3677.259521
	Iteration 36Q: 3 clusters Score -1.05303e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -10530389.000000 Penalty: 3677.259521
	Iteration 37Q: 3 clusters Score -1.053039e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -10530495.000000 Penalty: 3677.259521
	Iteration 38Q: 3 clusters Score -1.05305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10530548.000000 Penalty: 3677.259521
	Iteration 39Q: 3 clusters Score -1.053055e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -10530602.000000 Penalty: 3677.259521
	Iteration 40F: 3 clusters Score -1.05306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -10530634.000000 Penalty: 3677.259521
	Iteration 41Q: 3 clusters Score -1.053063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10530644.000000 Penalty: 3677.259521
	Iteration 42Q: 3 clusters Score -1.053064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10530654.000000 Penalty: 3677.259521
	Iteration 43Q: 3 clusters Score -1.053065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -10530665.000000 Penalty: 3677.259521
	Iteration 44Q: 3 clusters Score -1.053066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -10530677.000000 Penalty: 3677.259521
	Iteration 45Q: 3 clusters Score -1.053068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -10530689.000000 Penalty: 3677.259521
	Iteration 46Q: 3 clusters Score -1.053069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -10530694.000000 Penalty: 3677.259521
	Iteration 47Q: 3 clusters Score -1.053069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -10530697.000000 Penalty: 3677.259521
	Iteration 48Q: 3 clusters Score -1.05307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -10530700.000000 Penalty: 3677.259521
	Iteration 49Q: 3 clusters Score -1.05307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -10530706.000000 Penalty: 3677.259521
	Iteration 50Q: 3 clusters Score -1.053071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -10530705.000000 Penalty: 3677.259521
	Iteration 51Q: 3 clusters Score -1.05307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -10530704.000000 Penalty: 3677.259521
	Iteration 52Q: 3 clusters Score -1.05307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -10530699.000000 Penalty: 3677.259521
	Iteration 53Q: 3 clusters Score -1.05307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -10530708.000000 Penalty: 3677.259521
	Iteration 54Q: 3 clusters Score -1.053071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -10530707.000000 Penalty: 3677.259521
	Iteration 55Q: 3 clusters Score -1.053071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -10530709.000000 Penalty: 3677.259521
	Iteration 56Q: 3 clusters Score -1.053071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -10530711.000000 Penalty: 3677.259521
	Iteration 57Q: 3 clusters Score -1.053071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -10530720.000000 Penalty: 3677.259521
	Iteration 58Q: 3 clusters Score -1.053072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -10530717.000000 Penalty: 3677.259521
	Iteration 59Q: 3 clusters Score -1.053072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -10530722.000000 Penalty: 3677.259521
	Iteration 60F: 3 clusters Score -1.053072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -10530718.000000 Penalty: 3677.259521
	Iteration 61Q: 3 clusters Score -1.053072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -10530707.000000 Penalty: 3677.259521
	Iteration 62Q: 3 clusters Score -1.053071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -10530714.000000 Penalty: 3677.259521
	Iteration 63Q: 3 clusters Score -1.053071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -10530714.000000 Penalty: 3677.259521
	Iteration 64F: 3 clusters Score -1.053071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65694 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22151 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 83554 members 
Mstep: Class 14 contains 62158 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631328.000000 Penalty: 36216.003906
Iteration 159Q: 18 clusters Score -6.163133e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65694 members 
Mstep: Class 7 contains 36201 members 
Mstep: Class 8 contains 67017 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 22152 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 83428 members 
Mstep: Class 14 contains 62133 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631352.000000 Penalty: 36216.003906
Iteration 160F: 18 clusters Score -6.163135e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65695 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 67012 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22156 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 83292 members 
Mstep: Class 14 contains 62105 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631268.000000 Penalty: 36216.003906
Iteration 161Q: 18 clusters Score -6.163127e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65698 members 
Mstep: Class 7 contains 36202 members 
Mstep: Class 8 contains 67005 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22158 members 
Mstep: Class 12 contains 30290 members 
Mstep: Class 13 contains 83145 members 
Mstep: Class 14 contains 62096 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631188.000000 Penalty: 36216.003906
Iteration 162Q: 18 clusters Score -6.163119e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65688 members 
Mstep: Class 7 contains 36208 members 
Mstep: Class 8 contains 66991 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22157 members 
Mstep: Class 12 contains 30288 members 
Mstep: Class 13 contains 82991 members 
Mstep: Class 14 contains 62091 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631220.000000 Penalty: 36216.003906
Iteration 163Q: 18 clusters Score -6.163122e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65680 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 66986 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22157 members 
Mstep: Class 12 contains 30281 members 
Mstep: Class 13 contains 82877 members 
Mstep: Class 14 contains 62085 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631216.000000 Penalty: 36216.003906
Iteration 164Q: 18 clusters Score -6.163122e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36190 members 
Mstep: Class 8 contains 66987 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22158 members 
Mstep: Class 12 contains 30274 members 
Mstep: Class 13 contains 82757 members 
Mstep: Class 14 contains 62087 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 82999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631236.000000 Penalty: 36216.003906
Iteration 165Q: 18 clusters Score -6.163124e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65661 members 
Mstep: Class 7 contains 36186 members 
Mstep: Class 8 contains 66986 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22160 members 
Mstep: Class 12 contains 30275 members 
Mstep: Class 13 contains 82613 members 
Mstep: Class 14 contains 62088 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631220.000000 Penalty: 36216.003906
Iteration 166Q: 18 clusters Score -6.163122e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36185 members 
Mstep: Class 8 contains 66977 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 22167 members 
Mstep: Class 12 contains 30279 members 
Mstep: Class 13 contains 82444 members 
Mstep: Class 14 contains 62091 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631220.000000 Penalty: 36216.003906
Iteration 167Q: 18 clusters Score -6.163122e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36191 members 
Mstep: Class 8 contains 66971 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30282 members 
Mstep: Class 13 contains 82279 members 
Mstep: Class 14 contains 62095 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631088.000000 Penalty: 36216.003906
Iteration 168Q: 18 clusters Score -6.163109e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36185 members 
Mstep: Class 8 contains 66971 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 30286 members 
Mstep: Class 13 contains 82092 members 
Mstep: Class 14 contains 62101 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631072.000000 Penalty: 36216.003906
Iteration 169Q: 18 clusters Score -6.163107e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65677 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 66967 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22173 members 
Mstep: Class 12 contains 30292 members 
Mstep: Class 13 contains 81897 members 
Mstep: Class 14 contains 62089 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 83819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631056.000000 Penalty: 36216.003906
Iteration 170Q: 18 clusters Score -6.163106e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65688 members 
Mstep: Class 7 contains 36200 members 
Mstep: Class 8 contains 66964 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22173 members 
Mstep: Class 12 contains 30288 members 
Mstep: Class 13 contains 81697 members 
Mstep: Class 14 contains 62073 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631060.000000 Penalty: 36216.003906
Iteration 171Q: 18 clusters Score -6.163106e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65696 members 
Mstep: Class 7 contains 36195 members 
Mstep: Class 8 contains 66969 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 30289 members 
Mstep: Class 13 contains 81513 members 
Mstep: Class 14 contains 62039 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631100.000000 Penalty: 36216.003906
Iteration 172Q: 18 clusters Score -6.16311e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65696 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 66974 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 22182 members 
Mstep: Class 12 contains 30291 members 
Mstep: Class 13 contains 81344 members 
Mstep: Class 14 contains 62009 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631068.000000 Penalty: 36216.003906
Iteration 173Q: 18 clusters Score -6.163107e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65701 members 
Mstep: Class 7 contains 36196 members 
Mstep: Class 8 contains 66985 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 22183 members 
Mstep: Class 12 contains 30289 members 
Mstep: Class 13 contains 81201 members 
Mstep: Class 14 contains 61983 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631092.000000 Penalty: 36216.003906
Iteration 174Q: 18 clusters Score -6.163109e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65701 members 
Mstep: Class 7 contains 36193 members 
Mstep: Class 8 contains 66986 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 22187 members 
Mstep: Class 12 contains 30288 members 
Mstep: Class 13 contains 81077 members 
Mstep: Class 14 contains 61961 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631052.000000 Penalty: 36216.003906
Iteration 175Q: 18 clusters Score -6.163105e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65706 members 
Mstep: Class 7 contains 36191 members 
Mstep: Class 8 contains 66994 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 22190 members 
Mstep: Class 12 contains 30291 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 61943 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631080.000000 Penalty: 36216.003906
Iteration 176Q: 18 clusters Score -6.163108e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65704 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 22194 members 
Mstep: Class 12 contains 30288 members 
Mstep: Class 13 contains 80820 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631120.000000 Penalty: 36216.003906
Iteration 177Q: 18 clusters Score -6.163112e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65704 members 
Mstep: Class 7 contains 36202 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22202 members 
Mstep: Class 12 contains 30290 members 
Mstep: Class 13 contains 80678 members 
Mstep: Class 14 contains 61897 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631052.000000 Penalty: 36216.003906
Iteration 178Q: 18 clusters Score -6.163105e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65710 members 
Mstep: Class 7 contains 36213 members 
Mstep: Class 8 contains 67007 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22210 members 
Mstep: Class 12 contains 30300 members 
Mstep: Class 13 contains 80528 members 
Mstep: Class 14 contains 61873 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631108.000000 Penalty: 36216.003906
Iteration 179Q: 18 clusters Score -6.163111e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65712 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 67011 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 80368 members 
Mstep: Class 14 contains 61851 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631156.000000 Penalty: 36216.003906
Iteration 180F: 18 clusters Score -6.163116e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65717 members 
Mstep: Class 7 contains 36217 members 
Mstep: Class 8 contains 67019 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 30324 members 
Mstep: Class 13 contains 80202 members 
Mstep: Class 14 contains 61834 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631168.000000 Penalty: 36216.003906
Iteration 181Q: 18 clusters Score -6.163117e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65722 members 
Mstep: Class 7 contains 36216 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22229 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 80046 members 
Mstep: Class 14 contains 61828 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631176.000000 Penalty: 36216.003906
Iteration 182Q: 18 clusters Score -6.163118e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65725 members 
Mstep: Class 7 contains 36211 members 
Mstep: Class 8 contains 67029 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 30355 members 
Mstep: Class 13 contains 79899 members 
Mstep: Class 14 contains 61834 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631172.000000 Penalty: 36216.003906
Iteration 183Q: 18 clusters Score -6.163117e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65728 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 67037 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22220 members 
Mstep: Class 12 contains 30359 members 
Mstep: Class 13 contains 79784 members 
Mstep: Class 14 contains 61834 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631116.000000 Penalty: 36216.003906
Iteration 184Q: 18 clusters Score -6.163112e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65724 members 
Mstep: Class 7 contains 36211 members 
Mstep: Class 8 contains 67051 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 79650 members 
Mstep: Class 14 contains 61830 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631148.000000 Penalty: 36216.003906
Iteration 185Q: 18 clusters Score -6.163115e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65711 members 
Mstep: Class 7 contains 36217 members 
Mstep: Class 8 contains 67063 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 79539 members 
Mstep: Class 14 contains 61812 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631128.000000 Penalty: 36216.003906
Iteration 186Q: 18 clusters Score -6.163113e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65703 members 
Mstep: Class 7 contains 36223 members 
Mstep: Class 8 contains 67065 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22210 members 
Mstep: Class 12 contains 30369 members 
Mstep: Class 13 contains 79424 members 
Mstep: Class 14 contains 61804 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631160.000000 Penalty: 36216.003906
Iteration 187Q: 18 clusters Score -6.163116e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65701 members 
Mstep: Class 7 contains 36227 members 
Mstep: Class 8 contains 67071 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 30378 members 
Mstep: Class 13 contains 79314 members 
Mstep: Class 14 contains 61786 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631228.000000 Penalty: 36216.003906
Iteration 188Q: 18 clusters Score -6.163123e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65702 members 
Mstep: Class 7 contains 36224 members 
Mstep: Class 8 contains 67076 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22202 members 
Mstep: Class 12 contains 30385 members 
Mstep: Class 13 contains 79209 members 
Mstep: Class 14 contains 61786 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631156.000000 Penalty: 36216.003906
Iteration 189Q: 18 clusters Score -6.163116e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65699 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 67077 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22194 members 
Mstep: Class 12 contains 30392 members 
Mstep: Class 13 contains 79125 members 
Mstep: Class 14 contains 61784 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631068.000000 Penalty: 36216.003906
Iteration 190Q: 18 clusters Score -6.163107e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65698 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 67076 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 30394 members 
Mstep: Class 13 contains 79058 members 
Mstep: Class 14 contains 61783 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631068.000000 Penalty: 36216.003906
Iteration 191Q: 18 clusters Score -6.163107e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65687 members 
Mstep: Class 7 contains 36233 members 
Mstep: Class 8 contains 67078 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 22190 members 
Mstep: Class 12 contains 30398 members 
Mstep: Class 13 contains 78989 members 
Mstep: Class 14 contains 61769 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630948.000000 Penalty: 36216.003906
Iteration 192Q: 18 clusters Score -6.163095e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36237 members 
Mstep: Class 8 contains 67080 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 30398 members 
Mstep: Class 13 contains 78913 members 
Mstep: Class 14 contains 61760 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630880.000000 Penalty: 36216.003906
Iteration 193Q: 18 clusters Score -6.163088e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36239 members 
Mstep: Class 8 contains 67084 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22193 members 
Mstep: Class 12 contains 30405 members 
Mstep: Class 13 contains 78847 members 
Mstep: Class 14 contains 61743 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630892.000000 Penalty: 36216.003906
Iteration 194Q: 18 clusters Score -6.163089e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65645 members 
Mstep: Class 7 contains 36244 members 
Mstep: Class 8 contains 67087 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22193 members 
Mstep: Class 12 contains 30412 members 
Mstep: Class 13 contains 78790 members 
Mstep: Class 14 contains 61730 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630820.000000 Penalty: 36216.003906
Iteration 195Q: 18 clusters Score -6.163082e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65648 members 
Mstep: Class 7 contains 36247 members 
Mstep: Class 8 contains 67095 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22194 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 78735 members 
Mstep: Class 14 contains 61721 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630892.000000 Penalty: 36216.003906
Iteration 196Q: 18 clusters Score -6.163089e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65649 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 67096 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30431 members 
Mstep: Class 13 contains 78695 members 
Mstep: Class 14 contains 61712 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630900.000000 Penalty: 36216.003906
Iteration 197Q: 18 clusters Score -6.16309e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65658 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 67099 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 78666 members 
Mstep: Class 14 contains 61698 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630908.000000 Penalty: 36216.003906
Iteration 198Q: 18 clusters Score -6.163091e+07 nChanged 182
Entering ConstructFrom: 
Score: -61630908.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Entering Unmasked Estep 
Score: -4017482.250000 Penalty: 1682.663086
	Iteration 0F: 2 clusters Score -4017482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3996474.500000 Penalty: 3365.326172
	Iteration 0F: 3 clusters Score -3996474 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4004193.500000 Penalty: 3365.326172
	Iteration 1F: 3 clusters Score -4004194 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4004528.750000 Penalty: 3365.326172
	Iteration 2Q: 3 clusters Score -4004529 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4004791.750000 Penalty: 3365.326172
	Iteration 3Q: 3 clusters Score -4004792 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4005134.000000 Penalty: 3365.326172
	Iteration 4Q: 3 clusters Score -4005134 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4005494.750000 Penalty: 3365.326172
	Iteration 5Q: 3 clusters Score -4005495 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4005860.000000 Penalty: 3365.326172
	Iteration 6Q: 3 clusters Score -4005860 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4006316.000000 Penalty: 3365.326172
	Iteration 7Q: 3 clusters Score -4006316 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4006975.250000 Penalty: 3365.326172
	Iteration 8Q: 3 clusters Score -4006975 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4007860.250000 Penalty: 3365.326172
	Iteration 9Q: 3 clusters Score -4007860 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4009077.000000 Penalty: 3365.326172
	Iteration 10F: 3 clusters Score -4009077 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4010609.000000 Penalty: 3365.326172
	Iteration 11F: 3 clusters Score -4010609 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4012145.250000 Penalty: 3365.326172
	Iteration 12F: 3 clusters Score -4012145 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4013480.500000 Penalty: 3365.326172
	Iteration 13F: 3 clusters Score -4013480 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4014407.500000 Penalty: 3365.326172
	Iteration 14Q: 3 clusters Score -4014408 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4015000.250000 Penalty: 3365.326172
	Iteration 15Q: 3 clusters Score -4015000 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4015358.500000 Penalty: 3365.326172
	Iteration 16Q: 3 clusters Score -4015358 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4015557.250000 Penalty: 3365.326172
	Iteration 17Q: 3 clusters Score -4015557 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4015705.000000 Penalty: 3365.326172
	Iteration 18Q: 3 clusters Score -4015705 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4015792.000000 Penalty: 3365.326172
	Iteration 19Q: 3 clusters Score -4015792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4015851.250000 Penalty: 3365.326172
	Iteration 20F: 3 clusters Score -4015851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4015899.000000 Penalty: 3365.326172
	Iteration 21Q: 3 clusters Score -4015899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4015938.750000 Penalty: 3365.326172
	Iteration 22Q: 3 clusters Score -4015939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4015982.000000 Penalty: 3365.326172
	Iteration 23Q: 3 clusters Score -4015982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4016004.750000 Penalty: 3365.326172
	Iteration 24Q: 3 clusters Score -4016005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4016020.500000 Penalty: 3365.326172
	Iteration 25Q: 3 clusters Score -4016020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4016027.250000 Penalty: 3365.326172
	Iteration 26Q: 3 clusters Score -4016027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4016043.500000 Penalty: 3365.326172
	Iteration 27Q: 3 clusters Score -4016044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4016057.000000 Penalty: 3365.326172
	Iteration 28Q: 3 clusters Score -4016057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4016057.750000 Penalty: 3365.326172
	Iteration 29Q: 3 clusters Score -4016058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4016062.000000 Penalty: 3365.326172
	Iteration 30Q: 3 clusters Score -4016062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4016073.750000 Penalty: 3365.326172
	Iteration 31Q: 3 clusters Score -4016074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4016082.000000 Penalty: 3365.326172
	Iteration 32Q: 3 clusters Score -4016082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4016084.000000 Penalty: 3365.326172
	Iteration 33Q: 3 clusters Score -4016084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4016086.000000 Penalty: 3365.326172
	Iteration 34Q: 3 clusters Score -4016086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4016084.500000 Penalty: 3365.326172
	Iteration 35Q: 3 clusters Score -4016084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4016084.000000 Penalty: 3365.326172
	Iteration 36Q: 3 clusters Score -4016084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4016087.500000 Penalty: 3365.326172
	Iteration 37Q: 3 clusters Score -4016088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4016087.500000 Penalty: 3365.326172
	Iteration 38F: 3 clusters Score -4016088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.156250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -506676.062500 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506676.1 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -507683.843750 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507683.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -507909.281250 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507909.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -508096.437500 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -508096.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -508304.718750 Penalty: 2723.051514
	Iteration 4F: 3 clusters Score -508304.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -508535.093750 Penalty: 2723.051514
	Iteration 5F: 3 clusters Score -508535.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -508710.437500 Penalty: 2723.051514
	Iteration 6F: 3 clusters Score -508710.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -508856.875000 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508856.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -508966.375000 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -508966.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -509034.781250 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -509034.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -509088.281250 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -509088.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -509122.156250 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -509122.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -509149.312500 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509149.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -509164.125000 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509164.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -509173.218750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509173.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -509181.656250 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509181.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -509186.937500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -509191.781250 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -509194.093750 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509194.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -509196.843750 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -509198.031250 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -509199.812500 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -509201.937500 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -509204.406250 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -509204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -509206.843750 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -509206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -509207.093750 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -509207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -509208.156250 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -509208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -509208.312500 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -509208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -509208.125000 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -509208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -509208.125000 Penalty: 2723.051514
	Iteration 29F: 3 clusters Score -509208.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -130997.992188 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129527.367188 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -129527.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129819.500000 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -129819.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129909.265625 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -129909.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129957.710938 Penalty: 2276.291504
	Iteration 3Q: 3 clusters Score -129957.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129989.875000 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -129989.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130019.648438 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -130019.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130052.281250 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -130052.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -130093.507812 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -130093.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -130121.882812 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -130121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -130155.812500 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -130155.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -130175.625000 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -130175.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -130189.359375 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -130189.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130199.570312 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -130199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -130213.507812 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -130213.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -130231.132812 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -130231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -130241.046875 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -130241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -130248.054688 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -130248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130251.570312 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -130251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -130256.640625 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -130256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -130261.156250 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -130261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -130264.664062 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -130264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -130265.390625 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -130265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -130265.390625 Penalty: 2276.291504
	Iteration 22F: 3 clusters Score -130265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -628576.125000 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -628576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -624618.875000 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -624618.9 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -625738.812500 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -625738.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -625900.875000 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -625900.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -626011.375000 Penalty: 2767.241943
	Iteration 3Q: 3 clusters Score -626011.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -626126.500000 Penalty: 2767.241943
	Iteration 4Q: 3 clusters Score -626126.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -626253.875000 Penalty: 2767.241943
	Iteration 5Q: 3 clusters Score -626253.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -626394.062500 Penalty: 2767.241943
	Iteration 6Q: 3 clusters Score -626394.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -626566.562500 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -626566.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -626737.812500 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -626737.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -626884.500000 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -626884.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -626997.000000 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -626997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -627087.500000 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -627087.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -627156.812500 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -627156.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -627218.062500 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -627218.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -627279.187500 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -627279.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -627338.250000 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -627338.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -627392.750000 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -627392.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -627444.187500 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -627444.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -627506.062500 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -627506.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -627571.312500 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -627571.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -627621.000000 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -627621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -627668.062500 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -627668.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -627710.875000 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -627710.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -627750.812500 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -627750.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -627773.812500 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -627773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -627782.937500 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -627782.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -627793.562500 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -627793.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -627806.000000 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -627806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -627812.625000 Penalty: 2767.241943
	Iteration 28Q: 3 clusters Score -627812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -627815.875000 Penalty: 2767.241943
	Iteration 29Q: 3 clusters Score -627815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -627819.312500 Penalty: 2767.241943
	Iteration 30Q: 3 clusters Score -627819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -627820.375000 Penalty: 2767.241943
	Iteration 31Q: 3 clusters Score -627820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -627820.437500 Penalty: 2767.241943
	Iteration 32Q: 3 clusters Score -627820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -627820.750000 Penalty: 2767.241943
	Iteration 33Q: 3 clusters Score -627820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -627822.687500 Penalty: 2767.241943
	Iteration 34Q: 3 clusters Score -627822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -627822.062500 Penalty: 2767.241943
	Iteration 35Q: 3 clusters Score -627822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -627822.812500 Penalty: 2767.241943
	Iteration 36Q: 3 clusters Score -627822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -627823.687500 Penalty: 2767.241943
	Iteration 37Q: 3 clusters Score -627823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -627823.812500 Penalty: 2767.241943
	Iteration 38Q: 3 clusters Score -627823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -627826.312500 Penalty: 2767.241943
	Iteration 39Q: 3 clusters Score -627826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -627825.500000 Penalty: 2767.241943
	Iteration 40F: 3 clusters Score -627825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -627826.375000 Penalty: 2767.241943
	Iteration 41Q: 3 clusters Score -627826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -627826.000000 Penalty: 2767.241943
	Iteration 42Q: 3 clusters Score -627826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -627826.000000 Penalty: 2767.241943
	Iteration 43F: 3 clusters Score -627826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49338.257812 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49338.26 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49593.082031 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49593.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49747.593750 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49747.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49915.828125 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -49915.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50030.351562 Penalty: 2026.183472
	Iteration 4F: 3 clusters Score -50030.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50168.285156 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50168.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50297.156250 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50297.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50335.230469 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50335.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50348.296875 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50374.914062 Penalty: 2026.183472
	Iteration 9Q: 3 clusters Score -50374.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50383.875000 Penalty: 2026.183472
	Iteration 10Q: 3 clusters Score -50383.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50386.976562 Penalty: 2026.183472
	Iteration 11Q: 3 clusters Score -50386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50386.976562 Penalty: 2026.183472
	Iteration 12F: 3 clusters Score -50386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 383 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 78650 members 
Mstep: Class 14 contains 61675 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87084 members 
Mstep: Class 18 contains 127 members 
Entering Unmasked Estep 
Score: -61629912.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61630908.000000 to -61629912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Entering Unmasked Estep 
Score: -8364873.000000 Penalty: 1802.509644
	Iteration 0F: 2 clusters Score -8364873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8321325.000000 Penalty: 3605.019287
	Iteration 0F: 3 clusters Score -8321325 nChanged 31069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -8339053.500000 Penalty: 3605.019287
	Iteration 1F: 3 clusters Score -8339054 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -8339523.000000 Penalty: 3605.019287
	Iteration 2Q: 3 clusters Score -8339523 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -8340070.500000 Penalty: 3605.019287
	Iteration 3Q: 3 clusters Score -8340070 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -8340669.500000 Penalty: 3605.019287
	Iteration 4Q: 3 clusters Score -8340670 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -8341712.000000 Penalty: 3605.019287
	Iteration 5Q: 3 clusters Score -8341712 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8343502.000000 Penalty: 3605.019287
	Iteration 6F: 3 clusters Score -8343502 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -8346719.000000 Penalty: 3605.019287
	Iteration 7F: 3 clusters Score -8346719 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -8351663.000000 Penalty: 3605.019287
	Iteration 8F: 3 clusters Score -8351663 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8357044.000000 Penalty: 3605.019287
	Iteration 9F: 3 clusters Score -8357044 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8360776.000000 Penalty: 3605.019287
	Iteration 10F: 3 clusters Score -8360776 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8362399.500000 Penalty: 3605.019287
	Iteration 11Q: 3 clusters Score -8362400 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8362909.500000 Penalty: 3605.019287
	Iteration 12Q: 3 clusters Score -8362910 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8363107.000000 Penalty: 3605.019287
	Iteration 13Q: 3 clusters Score -8363107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8363190.500000 Penalty: 3605.019287
	Iteration 14Q: 3 clusters Score -8363190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8363220.000000 Penalty: 3605.019287
	Iteration 15Q: 3 clusters Score -8363220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8363227.000000 Penalty: 3605.019287
	Iteration 16Q: 3 clusters Score -8363227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8363230.500000 Penalty: 3605.019287
	Iteration 17Q: 3 clusters Score -8363230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8363233.000000 Penalty: 3605.019287
	Iteration 18Q: 3 clusters Score -8363233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8363239.000000 Penalty: 3605.019287
	Iteration 19Q: 3 clusters Score -8363239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8363239.000000 Penalty: 3605.019287
	Iteration 20F: 3 clusters Score -8363239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8363244.500000 Penalty: 3605.019287
	Iteration 21Q: 3 clusters Score -8363244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8363248.000000 Penalty: 3605.019287
	Iteration 22Q: 3 clusters Score -8363248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8363251.000000 Penalty: 3605.019287
	Iteration 23Q: 3 clusters Score -8363251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8363258.000000 Penalty: 3605.019287
	Iteration 24Q: 3 clusters Score -8363258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8363258.000000 Penalty: 3605.019287
	Iteration 25F: 3 clusters Score -8363258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Entering Unmasked Estep 
Score: -4429577.500000 Penalty: 1705.857910
	Iteration 0F: 2 clusters Score -4429578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4405267.500000 Penalty: 3411.715820
	Iteration 0F: 3 clusters Score -4405268 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4414921.500000 Penalty: 3411.715820
	Iteration 1F: 3 clusters Score -4414922 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4415344.000000 Penalty: 3411.715820
	Iteration 2Q: 3 clusters Score -4415344 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4415892.500000 Penalty: 3411.715820
	Iteration 3Q: 3 clusters Score -4415892 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4416633.500000 Penalty: 3411.715820
	Iteration 4Q: 3 clusters Score -4416634 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4417735.000000 Penalty: 3411.715820
	Iteration 5F: 3 clusters Score -4417735 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4419241.500000 Penalty: 3411.715820
	Iteration 6F: 3 clusters Score -4419242 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -4421309.500000 Penalty: 3411.715820
	Iteration 7F: 3 clusters Score -4421310 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4423600.000000 Penalty: 3411.715820
	Iteration 8F: 3 clusters Score -4423600 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4425418.000000 Penalty: 3411.715820
	Iteration 9F: 3 clusters Score -4425418 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4426487.500000 Penalty: 3411.715820
	Iteration 10Q: 3 clusters Score -4426488 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4427124.000000 Penalty: 3411.715820
	Iteration 11Q: 3 clusters Score -4427124 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4427481.500000 Penalty: 3411.715820
	Iteration 12Q: 3 clusters Score -4427482 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4427666.000000 Penalty: 3411.715820
	Iteration 13Q: 3 clusters Score -4427666 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4427777.000000 Penalty: 3411.715820
	Iteration 14Q: 3 clusters Score -4427777 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4427858.000000 Penalty: 3411.715820
	Iteration 15Q: 3 clusters Score -4427858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4427938.000000 Penalty: 3411.715820
	Iteration 16Q: 3 clusters Score -4427938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4428010.500000 Penalty: 3411.715820
	Iteration 17Q: 3 clusters Score -4428010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4428083.500000 Penalty: 3411.715820
	Iteration 18Q: 3 clusters Score -4428084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4428144.000000 Penalty: 3411.715820
	Iteration 19Q: 3 clusters Score -4428144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4428191.500000 Penalty: 3411.715820
	Iteration 20F: 3 clusters Score -4428192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4428228.500000 Penalty: 3411.715820
	Iteration 21Q: 3 clusters Score -4428228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4428250.000000 Penalty: 3411.715820
	Iteration 22Q: 3 clusters Score -4428250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4428262.500000 Penalty: 3411.715820
	Iteration 23Q: 3 clusters Score -4428262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4428271.500000 Penalty: 3411.715820
	Iteration 24Q: 3 clusters Score -4428272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4428275.500000 Penalty: 3411.715820
	Iteration 25Q: 3 clusters Score -4428276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4428279.500000 Penalty: 3411.715820
	Iteration 26Q: 3 clusters Score -4428280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4428293.500000 Penalty: 3411.715820
	Iteration 27Q: 3 clusters Score -4428294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4428293.000000 Penalty: 3411.715820
	Iteration 28Q: 3 clusters Score -4428293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4428294.500000 Penalty: 3411.715820
	Iteration 29Q: 3 clusters Score -4428294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4428300.000000 Penalty: 3411.715820
	Iteration 30Q: 3 clusters Score -4428300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4428303.000000 Penalty: 3411.715820
	Iteration 31Q: 3 clusters Score -4428303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4428300.000000 Penalty: 3411.715820
	Iteration 32Q: 3 clusters Score -4428300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4428299.000000 Penalty: 3411.715820
	Iteration 33Q: 3 clusters Score -4428299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4428302.500000 Penalty: 3411.715820
	Iteration 34Q: 3 clusters Score -4428302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4428301.000000 Penalty: 3411.715820
	Iteration 35Q: 3 clusters Score -4428301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4428300.500000 Penalty: 3411.715820
	Iteration 36Q: 3 clusters Score -4428300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4428304.500000 Penalty: 3411.715820
	Iteration 37Q: 3 clusters Score -4428304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4428303.000000 Penalty: 3411.715820
	Iteration 38Q: 3 clusters Score -4428303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4428305.500000 Penalty: 3411.715820
	Iteration 39Q: 3 clusters Score -4428306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4428301.000000 Penalty: 3411.715820
	Iteration 40F: 3 clusters Score -4428301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4428302.500000 Penalty: 3411.715820
	Iteration 41Q: 3 clusters Score -4428302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4428302.000000 Penalty: 3411.715820
	Iteration 42Q: 3 clusters Score -4428302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4428305.000000 Penalty: 3411.715820
	Iteration 43Q: 3 clusters Score -4428305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4428303.500000 Penalty: 3411.715820
	Iteration 44Q: 3 clusters Score -4428304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4428303.500000 Penalty: 3411.715820
	Iteration 45F: 3 clusters Score -4428304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Entering Unmasked Estep 
Score: -8592536.000000 Penalty: 1806.031982
	Iteration 0F: 2 clusters Score -8592536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -8548390.000000 Penalty: 3612.063965
	Iteration 0F: 3 clusters Score -8548390 nChanged 31964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8566644 nChanged 2099
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8567097 nChanged 2022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8567607 nChanged 2088
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8568106 nChanged 2421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8568910 nChanged 2764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8570129 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8572119 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8575026 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8578800 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8582114 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -8583906.000000 Penalty: 3612.063965
	Iteration 11F: 3 clusters Score -8583906 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8584859 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8585687 nChanged 1511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -8586411.000000 Penalty: 3612.063965
	Iteration 14Q: 3 clusters Score -8586411 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8586990 nChanged 1236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8587511 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -8587915.000000 Penalty: 3612.063965
	Iteration 17Q: 3 clusters Score -8587915 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8588278.000000 Penalty: 3612.063965
	Iteration 18Q: 3 clusters Score -8588278 nChanged 872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -8588573.000000 Penalty: 3612.063965
	Iteration 19Q: 3 clusters Score -8588573 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8588770.000000 Penalty: 3612.063965
	Iteration 20F: 3 clusters Score -8588770 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8588874.000000 Penalty: 3612.063965
	Iteration 21Q: 3 clusters Score -8588874 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -8588961.000000 Penalty: 3612.063965
	Iteration 22Q: 3 clusters Score -8588961 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8589039.000000 Penalty: 3612.063965
	Iteration 23Q: 3 clusters Score -8589039 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8589129.000000 Penalty: 3612.063965
	Iteration 24Q: 3 clusters Score -8589129 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8589195.000000 Penalty: 3612.063965
	Iteration 25Q: 3 clusters Score -8589195 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -8589291.000000 Penalty: 3612.063965
	Iteration 26Q: 3 clusters Score -8589291 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -8589312.000000 Penalty: 3612.063965
	Iteration 27Q: 3 clusters Score -8589312 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8589368.000000 Penalty: 3612.063965
	Iteration 28Q: 3 clusters Score -8589368 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -8589420.000000 Penalty: 3612.063965
	Iteration 29Q: 3 clusters Score -8589420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8589474 nChanged 298
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Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8589500 nChanged 296
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Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8589512 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -8589531.000000 Penalty: 3612.063965
	Iteration 33Q: 3 clusters Score -8589531 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8589555.000000 Penalty: 3612.063965
	Iteration 34Q: 3 clusters Score -8589555 nChanged 269
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Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8589584 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8589616.000000 Penalty: 3612.063965
	Iteration 36Q: 3 clusters Score -8589616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8589617 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8589619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -8589647.000000 Penalty: 3612.063965
	Iteration 39Q: 3 clusters Score -8589647 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -8589675.000000 Penalty: 3612.063965
	Iteration 40F: 3 clusters Score -8589675 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -8589707.000000 Penalty: 3612.063965
	Iteration 41Q: 3 clusters Score -8589707 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8589745 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8589758 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8589787 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8589814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8589824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -8589830.000000 Penalty: 3612.063965
	Iteration 47Q: 3 clusters Score -8589830 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -8589844.000000 Penalty: 3612.063965
	Iteration 48Q: 3 clusters Score -8589844 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8589897 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8589938.000000 Penalty: 3612.063965
	Iteration 50Q: 3 clusters Score -8589938 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8589989 nChanged 157
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Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -8589992.000000 Penalty: 3612.063965
	Iteration 52Q: 3 clusters Score -8589992 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8590000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -8590017.000000 Penalty: 3612.063965
	Iteration 54Q: 3 clusters Score -8590017 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8590031 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -8590021.000000 Penalty: 3612.063965
	Iteration 56Q: 3 clusters Score -8590021 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8590038 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8590021 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8590021 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8590055.000000 Penalty: 3612.063965
	Iteration 60F: 3 clusters Score -8590055 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -8590059.000000 Penalty: 3612.063965
	Iteration 61Q: 3 clusters Score -8590059 nChanged 148
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Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8590056 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8590077 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -8590084.000000 Penalty: 3612.063965
	Iteration 64Q: 3 clusters Score -8590084 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8590100 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8590082.000000 Penalty: 3612.063965
	Iteration 66Q: 3 clusters Score -8590082 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8590093 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8590068 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -8590090.000000 Penalty: 3612.063965
	Iteration 69Q: 3 clusters Score -8590090 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8590104.000000 Penalty: 3612.063965
	Iteration 70Q: 3 clusters Score -8590104 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8590094 nChanged 105
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Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8590098 nChanged 94
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Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8590121 nChanged 73
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Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -8590118.000000 Penalty: 3612.063965
	Iteration 74Q: 3 clusters Score -8590118 nChanged 71
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Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8590096 nChanged 69
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Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8590121 nChanged 55
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Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -8590124.000000 Penalty: 3612.063965
	Iteration 77Q: 3 clusters Score -8590124 nChanged 47
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Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8590125 nChanged 52
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Entering Unmasked Estep 
Score: -8590122.000000 Penalty: 3612.063965
	Iteration 79Q: 3 clusters Score -8590122 nChanged 49
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Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -8590129.000000 Penalty: 3612.063965
	Iteration 80F: 3 clusters Score -8590129 nChanged 47
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Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8590122 nChanged 37
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Mstep: Class 1 contains 55686 members 
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Entering Unmasked Estep 
Score: -8590117.000000 Penalty: 3612.063965
	Iteration 82Q: 3 clusters Score -8590117 nChanged 31
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Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8590128.000000 Penalty: 3612.063965
	Iteration 83Q: 3 clusters Score -8590128 nChanged 32
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Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8590118 nChanged 32
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Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8590126 nChanged 26
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Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8590133.000000 Penalty: 3612.063965
	Iteration 86Q: 3 clusters Score -8590133 nChanged 29
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Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8590125 nChanged 24
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Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -8590135.000000 Penalty: 3612.063965
	Iteration 88Q: 3 clusters Score -8590135 nChanged 25
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Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8590137 nChanged 28
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Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -8590130.000000 Penalty: 3612.063965
	Iteration 90Q: 3 clusters Score -8590130 nChanged 30
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Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8590121.000000 Penalty: 3612.063965
	Iteration 91Q: 3 clusters Score -8590121 nChanged 29
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Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8590124 nChanged 25
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Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -8590119.000000 Penalty: 3612.063965
	Iteration 93Q: 3 clusters Score -8590119 nChanged 23
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Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8590121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -8590114.000000 Penalty: 3612.063965
	Iteration 95Q: 3 clusters Score -8590114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -8590106.000000 Penalty: 3612.063965
	Iteration 96Q: 3 clusters Score -8590106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8590102.000000 Penalty: 3612.063965
	Iteration 97Q: 3 clusters Score -8590102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -8590093.000000 Penalty: 3612.063965
	Iteration 98Q: 3 clusters Score -8590093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8590088.000000 Penalty: 3612.063965
	Iteration 99Q: 3 clusters Score -8590088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -8590087.000000 Penalty: 3612.063965
	Iteration 100F: 3 clusters Score -8590087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -8590093.000000 Penalty: 3612.063965
	Iteration 101Q: 3 clusters Score -8590093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -8590083.000000 Penalty: 3612.063965
	Iteration 102Q: 3 clusters Score -8590083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8590074.000000 Penalty: 3612.063965
	Iteration 103Q: 3 clusters Score -8590074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -8590079.000000 Penalty: 3612.063965
	Iteration 104Q: 3 clusters Score -8590079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -8590075.000000 Penalty: 3612.063965
	Iteration 105Q: 3 clusters Score -8590075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8590073.000000 Penalty: 3612.063965
	Iteration 106Q: 3 clusters Score -8590073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -8590073.000000 Penalty: 3612.063965
	Iteration 107Q: 3 clusters Score -8590073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -8590078.000000 Penalty: 3612.063965
	Iteration 108Q: 3 clusters Score -8590078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -8590079.000000 Penalty: 3612.063965
	Iteration 109Q: 3 clusters Score -8590079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -8590084.000000 Penalty: 3612.063965
	Iteration 110Q: 3 clusters Score -8590084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -8590081.000000 Penalty: 3612.063965
	Iteration 111Q: 3 clusters Score -8590081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -8590082.000000 Penalty: 3612.063965
	Iteration 112Q: 3 clusters Score -8590082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -8590079.000000 Penalty: 3612.063965
	Iteration 113Q: 3 clusters Score -8590079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -8590084.000000 Penalty: 3612.063965
	Iteration 114Q: 3 clusters Score -8590084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8590082.000000 Penalty: 3612.063965
	Iteration 115Q: 3 clusters Score -8590082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -8590087.000000 Penalty: 3612.063965
	Iteration 116Q: 3 clusters Score -8590087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -8590088.000000 Penalty: 3612.063965
	Iteration 117Q: 3 clusters Score -8590088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -8590083.000000 Penalty: 3612.063965
	Iteration 118Q: 3 clusters Score -8590083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8590084.000000 Penalty: 3612.063965
	Iteration 119Q: 3 clusters Score -8590084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -8590088.000000 Penalty: 3612.063965
	Iteration 120F: 3 clusters Score -8590088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -8590094.000000 Penalty: 3612.063965
	Iteration 121Q: 3 clusters Score -8590094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8590087.000000 Penalty: 3612.063965
	Iteration 122Q: 3 clusters Score -8590087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8590089.000000 Penalty: 3612.063965
	Iteration 123Q: 3 clusters Score -8590089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -8590092.000000 Penalty: 3612.063965
	Iteration 124Q: 3 clusters Score -8590092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -8590093.000000 Penalty: 3612.063965
	Iteration 125Q: 3 clusters Score -8590093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -8590098.000000 Penalty: 3612.063965
	Iteration 126Q: 3 clusters Score -8590098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -8590099.000000 Penalty: 3612.063965
	Iteration 127Q: 3 clusters Score -8590099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -8590097.000000 Penalty: 3612.063965
	Iteration 128Q: 3 clusters Score -8590097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8590101.000000 Penalty: 3612.063965
	Iteration 129Q: 3 clusters Score -8590101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -8590097.000000 Penalty: 3612.063965
	Iteration 130Q: 3 clusters Score -8590097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -8590097.000000 Penalty: 3612.063965
	Iteration 131F: 3 clusters Score -8590097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21175.074219 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21175.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21569.605469 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21569.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21753.992188 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21753.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21869.029297 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21869.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21927.498047 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21959.664062 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21959.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21970.623047 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21970.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21971.351562 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21971.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21971.351562 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -21971.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 78650 members 
Mstep: Class 14 contains 61675 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87084 members 
Mstep: Class 18 contains 195 members 
Entering Unmasked Estep 
Score: -61629884.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61630908.000000 to -61629884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -121737.492188 Penalty: 1118.229248
	Iteration 0F: 2 clusters Score -121737.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120300.132812 Penalty: 2236.458496
	Iteration 0F: 3 clusters Score -120300.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -120558.054688 Penalty: 2236.458496
	Iteration 1F: 3 clusters Score -120558.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120627.773438 Penalty: 2236.458496
	Iteration 2F: 3 clusters Score -120627.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -120680.500000 Penalty: 2236.458496
	Iteration 3Q: 3 clusters Score -120680.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -120711.070312 Penalty: 2236.458496
	Iteration 4Q: 3 clusters Score -120711.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120731.226562 Penalty: 2236.458496
	Iteration 5Q: 3 clusters Score -120731.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -120749.718750 Penalty: 2236.458496
	Iteration 6Q: 3 clusters Score -120749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -120753.234375 Penalty: 2236.458496
	Iteration 7Q: 3 clusters Score -120753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -120759.031250 Penalty: 2236.458496
	Iteration 8Q: 3 clusters Score -120759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -120761.507812 Penalty: 2236.458496
	Iteration 9Q: 3 clusters Score -120761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -120761.742188 Penalty: 2236.458496
	Iteration 10Q: 3 clusters Score -120761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -120762.117188 Penalty: 2236.458496
	Iteration 11Q: 3 clusters Score -120762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120763.734375 Penalty: 2236.458496
	Iteration 12Q: 3 clusters Score -120763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -120766.960938 Penalty: 2236.458496
	Iteration 13Q: 3 clusters Score -120767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -120768.484375 Penalty: 2236.458496
	Iteration 14Q: 3 clusters Score -120768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -120770.359375 Penalty: 2236.458496
	Iteration 15Q: 3 clusters Score -120770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -120771.531250 Penalty: 2236.458496
	Iteration 16Q: 3 clusters Score -120771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120773.031250 Penalty: 2236.458496
	Iteration 17Q: 3 clusters Score -120773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120774.382812 Penalty: 2236.458496
	Iteration 18Q: 3 clusters Score -120774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -120777.054688 Penalty: 2236.458496
	Iteration 19Q: 3 clusters Score -120777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -120780.687500 Penalty: 2236.458496
	Iteration 20F: 3 clusters Score -120780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -120783.132812 Penalty: 2236.458496
	Iteration 21Q: 3 clusters Score -120783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -120783.132812 Penalty: 2236.458496
	Iteration 22F: 3 clusters Score -120783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Entering Unmasked Estep 
Score: -2817932.750000 Penalty: 1626.238647
	Iteration 0F: 2 clusters Score -2817933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2802894.500000 Penalty: 3252.477295
	Iteration 0F: 3 clusters Score -2802894 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2808245.750000 Penalty: 3252.477295
	Iteration 1F: 3 clusters Score -2808246 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2808497.750000 Penalty: 3252.477295
	Iteration 2Q: 3 clusters Score -2808498 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2808723.250000 Penalty: 3252.477295
	Iteration 3Q: 3 clusters Score -2808723 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2808937.500000 Penalty: 3252.477295
	Iteration 4Q: 3 clusters Score -2808938 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2809161.000000 Penalty: 3252.477295
	Iteration 5Q: 3 clusters Score -2809161 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2809437.750000 Penalty: 3252.477295
	Iteration 6Q: 3 clusters Score -2809438 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2809806.250000 Penalty: 3252.477295
	Iteration 7Q: 3 clusters Score -2809806 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2810250.000000 Penalty: 3252.477295
	Iteration 8Q: 3 clusters Score -2810250 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2810941.250000 Penalty: 3252.477295
	Iteration 9F: 3 clusters Score -2810941 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2811813.750000 Penalty: 3252.477295
	Iteration 10F: 3 clusters Score -2811814 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2812851.250000 Penalty: 3252.477295
	Iteration 11F: 3 clusters Score -2812851 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2813843.750000 Penalty: 3252.477295
	Iteration 12F: 3 clusters Score -2813844 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2814728.250000 Penalty: 3252.477295
	Iteration 13Q: 3 clusters Score -2814728 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2815382.000000 Penalty: 3252.477295
	Iteration 14Q: 3 clusters Score -2815382 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2815790.500000 Penalty: 3252.477295
	Iteration 15Q: 3 clusters Score -2815790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2816063.750000 Penalty: 3252.477295
	Iteration 16Q: 3 clusters Score -2816064 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2816257.000000 Penalty: 3252.477295
	Iteration 17Q: 3 clusters Score -2816257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2816357.250000 Penalty: 3252.477295
	Iteration 18Q: 3 clusters Score -2816357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2816401.750000 Penalty: 3252.477295
	Iteration 19Q: 3 clusters Score -2816402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2816431.750000 Penalty: 3252.477295
	Iteration 20F: 3 clusters Score -2816432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2816451.750000 Penalty: 3252.477295
	Iteration 21Q: 3 clusters Score -2816452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2816471.250000 Penalty: 3252.477295
	Iteration 22Q: 3 clusters Score -2816471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2816482.250000 Penalty: 3252.477295
	Iteration 23Q: 3 clusters Score -2816482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2816489.250000 Penalty: 3252.477295
	Iteration 24Q: 3 clusters Score -2816489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2816490.750000 Penalty: 3252.477295
	Iteration 25Q: 3 clusters Score -2816491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2816497.250000 Penalty: 3252.477295
	Iteration 26Q: 3 clusters Score -2816497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2816497.750000 Penalty: 3252.477295
	Iteration 27Q: 3 clusters Score -2816498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2816498.500000 Penalty: 3252.477295
	Iteration 28Q: 3 clusters Score -2816498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2816503.000000 Penalty: 3252.477295
	Iteration 29Q: 3 clusters Score -2816503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2816501.500000 Penalty: 3252.477295
	Iteration 30Q: 3 clusters Score -2816502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2816504.500000 Penalty: 3252.477295
	Iteration 31Q: 3 clusters Score -2816504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2816504.500000 Penalty: 3252.477295
	Iteration 32F: 3 clusters Score -2816504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Entering Unmasked Estep 
Score: -3876171.000000 Penalty: 1677.538818
	Iteration 0F: 2 clusters Score -3876171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3855695.500000 Penalty: 3355.077637
	Iteration 0F: 3 clusters Score -3855696 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3863396.000000 Penalty: 3355.077637
	Iteration 1F: 3 clusters Score -3863396 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3863817.000000 Penalty: 3355.077637
	Iteration 2Q: 3 clusters Score -3863817 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3864272.000000 Penalty: 3355.077637
	Iteration 3Q: 3 clusters Score -3864272 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3864713.750000 Penalty: 3355.077637
	Iteration 4Q: 3 clusters Score -3864714 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3865247.500000 Penalty: 3355.077637
	Iteration 5Q: 3 clusters Score -3865248 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3866026.250000 Penalty: 3355.077637
	Iteration 6Q: 3 clusters Score -3866026 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3867221.000000 Penalty: 3355.077637
	Iteration 7F: 3 clusters Score -3867221 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3868652.000000 Penalty: 3355.077637
	Iteration 8F: 3 clusters Score -3868652 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3870234.750000 Penalty: 3355.077637
	Iteration 9F: 3 clusters Score -3870235 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3871412.000000 Penalty: 3355.077637
	Iteration 10F: 3 clusters Score -3871412 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3872057.500000 Penalty: 3355.077637
	Iteration 11Q: 3 clusters Score -3872058 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3872408.250000 Penalty: 3355.077637
	Iteration 12Q: 3 clusters Score -3872408 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3872672.500000 Penalty: 3355.077637
	Iteration 13Q: 3 clusters Score -3872672 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3872843.750000 Penalty: 3355.077637
	Iteration 14Q: 3 clusters Score -3872844 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3872976.750000 Penalty: 3355.077637
	Iteration 15Q: 3 clusters Score -3872977 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3873083.750000 Penalty: 3355.077637
	Iteration 16Q: 3 clusters Score -3873084 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3873204.000000 Penalty: 3355.077637
	Iteration 17Q: 3 clusters Score -3873204 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3873265.500000 Penalty: 3355.077637
	Iteration 18Q: 3 clusters Score -3873266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3873310.750000 Penalty: 3355.077637
	Iteration 19Q: 3 clusters Score -3873311 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3873349.000000 Penalty: 3355.077637
	Iteration 20F: 3 clusters Score -3873349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3873383.000000 Penalty: 3355.077637
	Iteration 21Q: 3 clusters Score -3873383 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3873406.500000 Penalty: 3355.077637
	Iteration 22Q: 3 clusters Score -3873406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3873431.750000 Penalty: 3355.077637
	Iteration 23Q: 3 clusters Score -3873432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3873434.500000 Penalty: 3355.077637
	Iteration 24Q: 3 clusters Score -3873434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3873433.250000 Penalty: 3355.077637
	Iteration 25Q: 3 clusters Score -3873433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3873452.250000 Penalty: 3355.077637
	Iteration 26Q: 3 clusters Score -3873452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3873458.250000 Penalty: 3355.077637
	Iteration 27Q: 3 clusters Score -3873458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3873476.000000 Penalty: 3355.077637
	Iteration 28Q: 3 clusters Score -3873476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3873485.750000 Penalty: 3355.077637
	Iteration 29Q: 3 clusters Score -3873486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3873498.000000 Penalty: 3355.077637
	Iteration 30Q: 3 clusters Score -3873498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3873500.500000 Penalty: 3355.077637
	Iteration 31Q: 3 clusters Score -3873500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3873506.500000 Penalty: 3355.077637
	Iteration 32Q: 3 clusters Score -3873506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3873506.250000 Penalty: 3355.077637
	Iteration 33Q: 3 clusters Score -3873506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3873513.250000 Penalty: 3355.077637
	Iteration 34Q: 3 clusters Score -3873513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3873509.500000 Penalty: 3355.077637
	Iteration 35Q: 3 clusters Score -3873510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3873510.250000 Penalty: 3355.077637
	Iteration 36Q: 3 clusters Score -3873510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3873526.000000 Penalty: 3355.077637
	Iteration 37Q: 3 clusters Score -3873526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3873533.000000 Penalty: 3355.077637
	Iteration 38Q: 3 clusters Score -3873533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3873534.500000 Penalty: 3355.077637
	Iteration 39Q: 3 clusters Score -3873534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3873534.250000 Penalty: 3355.077637
	Iteration 40F: 3 clusters Score -3873534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3873540.750000 Penalty: 3355.077637
	Iteration 41Q: 3 clusters Score -3873541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3873549.500000 Penalty: 3355.077637
	Iteration 42Q: 3 clusters Score -3873550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3873544.250000 Penalty: 3355.077637
	Iteration 43Q: 3 clusters Score -3873544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3873551.250000 Penalty: 3355.077637
	Iteration 44Q: 3 clusters Score -3873551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3873566.250000 Penalty: 3355.077637
	Iteration 45Q: 3 clusters Score -3873566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3873582.500000 Penalty: 3355.077637
	Iteration 46Q: 3 clusters Score -3873582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3873584.500000 Penalty: 3355.077637
	Iteration 47Q: 3 clusters Score -3873584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3873585.750000 Penalty: 3355.077637
	Iteration 48Q: 3 clusters Score -3873586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3873581.000000 Penalty: 3355.077637
	Iteration 49Q: 3 clusters Score -3873581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3873589.500000 Penalty: 3355.077637
	Iteration 50Q: 3 clusters Score -3873590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3873590.000000 Penalty: 3355.077637
	Iteration 51Q: 3 clusters Score -3873590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3873586.750000 Penalty: 3355.077637
	Iteration 52Q: 3 clusters Score -3873587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3873593.750000 Penalty: 3355.077637
	Iteration 53Q: 3 clusters Score -3873594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3873608.250000 Penalty: 3355.077637
	Iteration 54Q: 3 clusters Score -3873608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3873615.500000 Penalty: 3355.077637
	Iteration 55Q: 3 clusters Score -3873616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3873608.750000 Penalty: 3355.077637
	Iteration 56Q: 3 clusters Score -3873609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3873606.250000 Penalty: 3355.077637
	Iteration 57Q: 3 clusters Score -3873606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3873612.000000 Penalty: 3355.077637
	Iteration 58Q: 3 clusters Score -3873612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3873617.250000 Penalty: 3355.077637
	Iteration 59Q: 3 clusters Score -3873617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3873606.000000 Penalty: 3355.077637
	Iteration 60F: 3 clusters Score -3873606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3873613.000000 Penalty: 3355.077637
	Iteration 61Q: 3 clusters Score -3873613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3873621.750000 Penalty: 3355.077637
	Iteration 62Q: 3 clusters Score -3873622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3873624.000000 Penalty: 3355.077637
	Iteration 63Q: 3 clusters Score -3873624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3873628.500000 Penalty: 3355.077637
	Iteration 64Q: 3 clusters Score -3873628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3873628.000000 Penalty: 3355.077637
	Iteration 65Q: 3 clusters Score -3873628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3873637.750000 Penalty: 3355.077637
	Iteration 66Q: 3 clusters Score -3873638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3873637.500000 Penalty: 3355.077637
	Iteration 67Q: 3 clusters Score -3873638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3873628.500000 Penalty: 3355.077637
	Iteration 68Q: 3 clusters Score -3873628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3873625.500000 Penalty: 3355.077637
	Iteration 69Q: 3 clusters Score -3873626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3873620.500000 Penalty: 3355.077637
	Iteration 70Q: 3 clusters Score -3873620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3873629.500000 Penalty: 3355.077637
	Iteration 71Q: 3 clusters Score -3873630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3873627.750000 Penalty: 3355.077637
	Iteration 72Q: 3 clusters Score -3873628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3873630.750000 Penalty: 3355.077637
	Iteration 73Q: 3 clusters Score -3873631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3873630.750000 Penalty: 3355.077637
	Iteration 74Q: 3 clusters Score -3873631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3873632.750000 Penalty: 3355.077637
	Iteration 75Q: 3 clusters Score -3873633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3873627.250000 Penalty: 3355.077637
	Iteration 76Q: 3 clusters Score -3873627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3873637.750000 Penalty: 3355.077637
	Iteration 77Q: 3 clusters Score -3873638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3873641.250000 Penalty: 3355.077637
	Iteration 78Q: 3 clusters Score -3873641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3873645.250000 Penalty: 3355.077637
	Iteration 79Q: 3 clusters Score -3873645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3873651.750000 Penalty: 3355.077637
	Iteration 80F: 3 clusters Score -3873652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3873660.750000 Penalty: 3355.077637
	Iteration 81Q: 3 clusters Score -3873661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3873659.250000 Penalty: 3355.077637
	Iteration 82Q: 3 clusters Score -3873659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3873661.500000 Penalty: 3355.077637
	Iteration 83Q: 3 clusters Score -3873662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3873658.750000 Penalty: 3355.077637
	Iteration 84Q: 3 clusters Score -3873659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3873643.250000 Penalty: 3355.077637
	Iteration 85Q: 3 clusters Score -3873643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3873651.500000 Penalty: 3355.077637
	Iteration 86Q: 3 clusters Score -3873652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3873656.000000 Penalty: 3355.077637
	Iteration 87Q: 3 clusters Score -3873656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3873655.250000 Penalty: 3355.077637
	Iteration 88Q: 3 clusters Score -3873655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3873666.000000 Penalty: 3355.077637
	Iteration 89Q: 3 clusters Score -3873666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3873660.750000 Penalty: 3355.077637
	Iteration 90Q: 3 clusters Score -3873661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3873660.500000 Penalty: 3355.077637
	Iteration 91Q: 3 clusters Score -3873660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3873669.750000 Penalty: 3355.077637
	Iteration 92Q: 3 clusters Score -3873670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3873668.500000 Penalty: 3355.077637
	Iteration 93Q: 3 clusters Score -3873668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3873671.250000 Penalty: 3355.077637
	Iteration 94Q: 3 clusters Score -3873671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3873669.500000 Penalty: 3355.077637
	Iteration 95Q: 3 clusters Score -3873670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3873665.000000 Penalty: 3355.077637
	Iteration 96Q: 3 clusters Score -3873665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3873660.000000 Penalty: 3355.077637
	Iteration 97Q: 3 clusters Score -3873660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3873660.750000 Penalty: 3355.077637
	Iteration 98Q: 3 clusters Score -3873661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3873671.750000 Penalty: 3355.077637
	Iteration 99Q: 3 clusters Score -3873672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3873673.250000 Penalty: 3355.077637
	Iteration 100F: 3 clusters Score -3873673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3873670.750000 Penalty: 3355.077637
	Iteration 101Q: 3 clusters Score -3873671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3873672.250000 Penalty: 3355.077637
	Iteration 102Q: 3 clusters Score -3873672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3873669.750000 Penalty: 3355.077637
	Iteration 103Q: 3 clusters Score -3873670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3873663.000000 Penalty: 3355.077637
	Iteration 104Q: 3 clusters Score -3873663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3873671.750000 Penalty: 3355.077637
	Iteration 105Q: 3 clusters Score -3873672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3873678.750000 Penalty: 3355.077637
	Iteration 106Q: 3 clusters Score -3873679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3873671.000000 Penalty: 3355.077637
	Iteration 107Q: 3 clusters Score -3873671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3873671.000000 Penalty: 3355.077637
	Iteration 108F: 3 clusters Score -3873671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Entering Unmasked Estep 
Score: -10035975.000000 Penalty: 1831.823975
	Iteration 0F: 2 clusters Score -1.003598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -9985068.000000 Penalty: 3663.647949
	Iteration 0F: 3 clusters Score -9985068 nChanged 37464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -10006751.000000 Penalty: 3663.647949
	Iteration 1F: 3 clusters Score -1.000675e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -10008064.000000 Penalty: 3663.647949
	Iteration 2Q: 3 clusters Score -1.000806e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -10010099.000000 Penalty: 3663.647949
	Iteration 3F: 3 clusters Score -1.00101e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10013438.000000 Penalty: 3663.647949
	Iteration 4F: 3 clusters Score -1.001344e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -10018981.000000 Penalty: 3663.647949
	Iteration 5F: 3 clusters Score -1.001898e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10026145.000000 Penalty: 3663.647949
	Iteration 6F: 3 clusters Score -1.002614e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -10031881.000000 Penalty: 3663.647949
	Iteration 7F: 3 clusters Score -1.003188e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -10034036.000000 Penalty: 3663.647949
	Iteration 8Q: 3 clusters Score -1.003404e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -10034694.000000 Penalty: 3663.647949
	Iteration 9Q: 3 clusters Score -1.003469e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -10034967.000000 Penalty: 3663.647949
	Iteration 10Q: 3 clusters Score -1.003497e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -10035156.000000 Penalty: 3663.647949
	Iteration 11Q: 3 clusters Score -1.003516e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -10035230.000000 Penalty: 3663.647949
	Iteration 12Q: 3 clusters Score -1.003523e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -10035309.000000 Penalty: 3663.647949
	Iteration 13Q: 3 clusters Score -1.003531e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -10035392.000000 Penalty: 3663.647949
	Iteration 14Q: 3 clusters Score -1.003539e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -10035437.000000 Penalty: 3663.647949
	Iteration 15Q: 3 clusters Score -1.003544e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -10035488.000000 Penalty: 3663.647949
	Iteration 16Q: 3 clusters Score -1.003549e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -10035546.000000 Penalty: 3663.647949
	Iteration 17Q: 3 clusters Score -1.003555e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -10035579.000000 Penalty: 3663.647949
	Iteration 18Q: 3 clusters Score -1.003558e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -10035625.000000 Penalty: 3663.647949
	Iteration 19Q: 3 clusters Score -1.003562e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -10035672.000000 Penalty: 3663.647949
	Iteration 20F: 3 clusters Score -1.003567e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -10035738.000000 Penalty: 3663.647949
	Iteration 21Q: 3 clusters Score -1.003574e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -10035740.000000 Penalty: 3663.647949
	Iteration 22Q: 3 clusters Score -1.003574e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -10035842.000000 Penalty: 3663.647949
	Iteration 23Q: 3 clusters Score -1.003584e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -10035861.000000 Penalty: 3663.647949
	Iteration 24Q: 3 clusters Score -1.003586e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -10035880.000000 Penalty: 3663.647949
	Iteration 25Q: 3 clusters Score -1.003588e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -10035880.000000 Penalty: 3663.647949
	Iteration 26Q: 3 clusters Score -1.003588e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -10035929.000000 Penalty: 3663.647949
	Iteration 27Q: 3 clusters Score -1.003593e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -10035926.000000 Penalty: 3663.647949
	Iteration 28Q: 3 clusters Score -1.003593e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -10035886.000000 Penalty: 3663.647949
	Iteration 29Q: 3 clusters Score -1.003589e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -10035931.000000 Penalty: 3663.647949
	Iteration 30Q: 3 clusters Score -1.003593e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -10035979.000000 Penalty: 3663.647949
	Iteration 31Q: 3 clusters Score -1.003598e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -10035997.000000 Penalty: 3663.647949
	Iteration 32Q: 3 clusters Score -1.0036e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -10036001.000000 Penalty: 3663.647949
	Iteration 33Q: 3 clusters Score -1.0036e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -10036001.000000 Penalty: 3663.647949
	Iteration 34Q: 3 clusters Score -1.0036e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -10035957.000000 Penalty: 3663.647949
	Iteration 35Q: 3 clusters Score -1.003596e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -10035949.000000 Penalty: 3663.647949
	Iteration 36Q: 3 clusters Score -1.003595e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -10035927.000000 Penalty: 3663.647949
	Iteration 37Q: 3 clusters Score -1.003593e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -10035913.000000 Penalty: 3663.647949
	Iteration 38Q: 3 clusters Score -1.003591e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -10035904.000000 Penalty: 3663.647949
	Iteration 39Q: 3 clusters Score -1.00359e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -10035898.000000 Penalty: 3663.647949
	Iteration 40F: 3 clusters Score -1.00359e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -10035915.000000 Penalty: 3663.647949
	Iteration 41Q: 3 clusters Score -1.003592e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -10035860.000000 Penalty: 3663.647949
	Iteration 42Q: 3 clusters Score -1.003586e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -10035865.000000 Penalty: 3663.647949
	Iteration 43Q: 3 clusters Score -1.003586e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -10035840.000000 Penalty: 3663.647949
	Iteration 44Q: 3 clusters Score -1.003584e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -10035823.000000 Penalty: 3663.647949
	Iteration 45Q: 3 clusters Score -1.003582e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -10035820.000000 Penalty: 3663.647949
	Iteration 46Q: 3 clusters Score -1.003582e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -10035821.000000 Penalty: 3663.647949
	Iteration 47Q: 3 clusters Score -1.003582e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -10035811.000000 Penalty: 3663.647949
	Iteration 48Q: 3 clusters Score -1.003581e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -10035799.000000 Penalty: 3663.647949
	Iteration 49Q: 3 clusters Score -1.00358e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -10035798.000000 Penalty: 3663.647949
	Iteration 50Q: 3 clusters Score -1.00358e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -10035785.000000 Penalty: 3663.647949
	Iteration 51Q: 3 clusters Score -1.003578e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -10035805.000000 Penalty: 3663.647949
	Iteration 52Q: 3 clusters Score -1.00358e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -10035792.000000 Penalty: 3663.647949
	Iteration 53Q: 3 clusters Score -1.003579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -10035780.000000 Penalty: 3663.647949
	Iteration 54Q: 3 clusters Score -1.003578e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -10035772.000000 Penalty: 3663.647949
	Iteration 55Q: 3 clusters Score -1.003577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -10035755.000000 Penalty: 3663.647949
	Iteration 56Q: 3 clusters Score -1.003576e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -10035757.000000 Penalty: 3663.647949
	Iteration 57Q: 3 clusters Score -1.003576e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -10035734.000000 Penalty: 3663.647949
	Iteration 58Q: 3 clusters Score -1.003573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -10035742.000000 Penalty: 3663.647949
	Iteration 59Q: 3 clusters Score -1.003574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -10035722.000000 Penalty: 3663.647949
	Iteration 60F: 3 clusters Score -1.003572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -10035715.000000 Penalty: 3663.647949
	Iteration 61Q: 3 clusters Score -1.003572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -10035697.000000 Penalty: 3663.647949
	Iteration 62Q: 3 clusters Score -1.00357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -10035710.000000 Penalty: 3663.647949
	Iteration 63Q: 3 clusters Score -1.003571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -10035698.000000 Penalty: 3663.647949
	Iteration 64Q: 3 clusters Score -1.00357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10035702.000000 Penalty: 3663.647949
	Iteration 65Q: 3 clusters Score -1.00357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -10035697.000000 Penalty: 3663.647949
	Iteration 66Q: 3 clusters Score -1.00357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -10035699.000000 Penalty: 3663.647949
	Iteration 67Q: 3 clusters Score -1.00357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -10035700.000000 Penalty: 3663.647949
	Iteration 68Q: 3 clusters Score -1.00357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -10035693.000000 Penalty: 3663.647949
	Iteration 69Q: 3 clusters Score -1.003569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -10035691.000000 Penalty: 3663.647949
	Iteration 70Q: 3 clusters Score -1.003569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -10035687.000000 Penalty: 3663.647949
	Iteration 71Q: 3 clusters Score -1.003569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10035680.000000 Penalty: 3663.647949
	Iteration 72Q: 3 clusters Score -1.003568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -10035691.000000 Penalty: 3663.647949
	Iteration 73Q: 3 clusters Score -1.003569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -10035678.000000 Penalty: 3663.647949
	Iteration 74Q: 3 clusters Score -1.003568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -10035695.000000 Penalty: 3663.647949
	Iteration 75Q: 3 clusters Score -1.00357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10035703.000000 Penalty: 3663.647949
	Iteration 76Q: 3 clusters Score -1.00357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -10035694.000000 Penalty: 3663.647949
	Iteration 77Q: 3 clusters Score -1.003569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -10035703.000000 Penalty: 3663.647949
	Iteration 78Q: 3 clusters Score -1.00357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -10035701.000000 Penalty: 3663.647949
	Iteration 79Q: 3 clusters Score -1.00357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -10035704.000000 Penalty: 3663.647949
	Iteration 80F: 3 clusters Score -1.00357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -10035705.000000 Penalty: 3663.647949
	Iteration 81Q: 3 clusters Score -1.00357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -10035705.000000 Penalty: 3663.647949
	Iteration 82F: 3 clusters Score -1.00357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Entering Unmasked Estep 
Score: -7858112.500000 Penalty: 1792.315430
	Iteration 0F: 2 clusters Score -7858112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -7816996.000000 Penalty: 3584.630859
	Iteration 0F: 3 clusters Score -7816996 nChanged 29167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7833544.000000 Penalty: 3584.630859
	Iteration 1F: 3 clusters Score -7833544 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -7834024.500000 Penalty: 3584.630859
	Iteration 2Q: 3 clusters Score -7834024 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7834778.500000 Penalty: 3584.630859
	Iteration 3Q: 3 clusters Score -7834778 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -7835903.500000 Penalty: 3584.630859
	Iteration 4Q: 3 clusters Score -7835904 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7837890.500000 Penalty: 3584.630859
	Iteration 5F: 3 clusters Score -7837890 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -7840976.000000 Penalty: 3584.630859
	Iteration 6F: 3 clusters Score -7840976 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -7845160.500000 Penalty: 3584.630859
	Iteration 7F: 3 clusters Score -7845160 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -7849208.000000 Penalty: 3584.630859
	Iteration 8F: 3 clusters Score -7849208 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -7852199.500000 Penalty: 3584.630859
	Iteration 9F: 3 clusters Score -7852200 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7853934.000000 Penalty: 3584.630859
	Iteration 10Q: 3 clusters Score -7853934 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -7854849.500000 Penalty: 3584.630859
	Iteration 11Q: 3 clusters Score -7854850 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -7855384.000000 Penalty: 3584.630859
	Iteration 12Q: 3 clusters Score -7855384 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7855724.000000 Penalty: 3584.630859
	Iteration 13Q: 3 clusters Score -7855724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -7855932.500000 Penalty: 3584.630859
	Iteration 14Q: 3 clusters Score -7855932 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -7856075.000000 Penalty: 3584.630859
	Iteration 15Q: 3 clusters Score -7856075 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7856164.500000 Penalty: 3584.630859
	Iteration 16Q: 3 clusters Score -7856164 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -7856255.500000 Penalty: 3584.630859
	Iteration 17Q: 3 clusters Score -7856256 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -7856345.500000 Penalty: 3584.630859
	Iteration 18Q: 3 clusters Score -7856346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7856392.000000 Penalty: 3584.630859
	Iteration 19Q: 3 clusters Score -7856392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -7856452.000000 Penalty: 3584.630859
	Iteration 20F: 3 clusters Score -7856452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -7856480.000000 Penalty: 3584.630859
	Iteration 21Q: 3 clusters Score -7856480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -7856520.500000 Penalty: 3584.630859
	Iteration 22Q: 3 clusters Score -7856520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -7856551.000000 Penalty: 3584.630859
	Iteration 23Q: 3 clusters Score -7856551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -7856558.500000 Penalty: 3584.630859
	Iteration 24Q: 3 clusters Score -7856558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -7856567.500000 Penalty: 3584.630859
	Iteration 25Q: 3 clusters Score -7856568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7856590.500000 Penalty: 3584.630859
	Iteration 26Q: 3 clusters Score -7856590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7856596.500000 Penalty: 3584.630859
	Iteration 27Q: 3 clusters Score -7856596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -7856606.500000 Penalty: 3584.630859
	Iteration 28Q: 3 clusters Score -7856606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -7856605.500000 Penalty: 3584.630859
	Iteration 29Q: 3 clusters Score -7856606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -7856631.500000 Penalty: 3584.630859
	Iteration 30Q: 3 clusters Score -7856632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -7856637.000000 Penalty: 3584.630859
	Iteration 31Q: 3 clusters Score -7856637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -7856641.500000 Penalty: 3584.630859
	Iteration 32Q: 3 clusters Score -7856642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -7856654.500000 Penalty: 3584.630859
	Iteration 33Q: 3 clusters Score -7856654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -7856651.500000 Penalty: 3584.630859
	Iteration 34Q: 3 clusters Score -7856652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7856660.500000 Penalty: 3584.630859
	Iteration 35Q: 3 clusters Score -7856660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -7856665.000000 Penalty: 3584.630859
	Iteration 36Q: 3 clusters Score -7856665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7856672.000000 Penalty: 3584.630859
	Iteration 37Q: 3 clusters Score -7856672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -7856679.500000 Penalty: 3584.630859
	Iteration 38Q: 3 clusters Score -7856680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7856672.000000 Penalty: 3584.630859
	Iteration 39Q: 3 clusters Score -7856672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -7856669.000000 Penalty: 3584.630859
	Iteration 40F: 3 clusters Score -7856669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -7856673.500000 Penalty: 3584.630859
	Iteration 41Q: 3 clusters Score -7856674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7856677.000000 Penalty: 3584.630859
	Iteration 42Q: 3 clusters Score -7856677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7856677.000000 Penalty: 3584.630859
	Iteration 43F: 3 clusters Score -7856677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72751.250000 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72751.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71574.031250 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71574.03 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71777.320312 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71777.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71833.437500 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71833.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71863.179688 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71863.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71879.382812 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71879.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71898.890625 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71898.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71906.312500 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71906.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71911.437500 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71911.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71916.414062 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71916.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71919.898438 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -71919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71919.898438 Penalty: 2098.959961
	Iteration 10F: 3 clusters Score -71919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32929.136719 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32929.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33170.554688 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33170.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33317.937500 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33317.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33423.324219 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -33423.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33563.667969 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -33563.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33655.675781 Penalty: 1892.489868
	Iteration 5F: 3 clusters Score -33655.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33700.417969 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33700.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33713.378906 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33713.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33755.062500 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33755.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33772.378906 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33772.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33784.945312 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33784.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33791.492188 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33791.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33796.613281 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33796.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33798.320312 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -33798.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33798.320312 Penalty: 1892.489868
	Iteration 14F: 3 clusters Score -33798.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Entering Unmasked Estep 
Score: -11175202.000000 Penalty: 1848.377075
	Iteration 0F: 2 clusters Score -1.11752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -11119895.000000 Penalty: 3696.754150
	Iteration 0F: 3 clusters Score -1.11199e+07 nChanged 41547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -11143867.000000 Penalty: 3696.754150
	Iteration 1F: 3 clusters Score -1.114387e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -11144418.000000 Penalty: 3696.754150
	Iteration 2Q: 3 clusters Score -1.114442e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -11145040.000000 Penalty: 3696.754150
	Iteration 3Q: 3 clusters Score -1.114504e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -11145854.000000 Penalty: 3696.754150
	Iteration 4Q: 3 clusters Score -1.114585e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -11146855.000000 Penalty: 3696.754150
	Iteration 5Q: 3 clusters Score -1.114686e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -11148192.000000 Penalty: 3696.754150
	Iteration 6Q: 3 clusters Score -1.114819e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -11150116.000000 Penalty: 3696.754150
	Iteration 7Q: 3 clusters Score -1.115012e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -11153247.000000 Penalty: 3696.754150
	Iteration 8F: 3 clusters Score -1.115325e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -11157303.000000 Penalty: 3696.754150
	Iteration 9F: 3 clusters Score -1.11573e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -11160353.000000 Penalty: 3696.754150
	Iteration 10F: 3 clusters Score -1.116035e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -11161674.000000 Penalty: 3696.754150
	Iteration 11Q: 3 clusters Score -1.116167e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -11162205.000000 Penalty: 3696.754150
	Iteration 12Q: 3 clusters Score -1.11622e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -11162496.000000 Penalty: 3696.754150
	Iteration 13Q: 3 clusters Score -1.11625e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -11162811.000000 Penalty: 3696.754150
	Iteration 14Q: 3 clusters Score -1.116281e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -11163134.000000 Penalty: 3696.754150
	Iteration 15Q: 3 clusters Score -1.116313e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -11163569.000000 Penalty: 3696.754150
	Iteration 16Q: 3 clusters Score -1.116357e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -11164148.000000 Penalty: 3696.754150
	Iteration 17Q: 3 clusters Score -1.116415e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -11164899.000000 Penalty: 3696.754150
	Iteration 18Q: 3 clusters Score -1.11649e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -11165758.000000 Penalty: 3696.754150
	Iteration 19Q: 3 clusters Score -1.116576e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -11166906.000000 Penalty: 3696.754150
	Iteration 20F: 3 clusters Score -1.116691e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -11168205.000000 Penalty: 3696.754150
	Iteration 21Q: 3 clusters Score -1.11682e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -11169499.000000 Penalty: 3696.754150
	Iteration 22Q: 3 clusters Score -1.11695e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -11170567.000000 Penalty: 3696.754150
	Iteration 23Q: 3 clusters Score -1.117057e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -11171439.000000 Penalty: 3696.754150
	Iteration 24Q: 3 clusters Score -1.117144e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -11172005.000000 Penalty: 3696.754150
	Iteration 25Q: 3 clusters Score -1.1172e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -11172270.000000 Penalty: 3696.754150
	Iteration 26Q: 3 clusters Score -1.117227e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -11172471.000000 Penalty: 3696.754150
	Iteration 27Q: 3 clusters Score -1.117247e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -11172579.000000 Penalty: 3696.754150
	Iteration 28Q: 3 clusters Score -1.117258e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -11172712.000000 Penalty: 3696.754150
	Iteration 29Q: 3 clusters Score -1.117271e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -11172758.000000 Penalty: 3696.754150
	Iteration 30Q: 3 clusters Score -1.117276e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -11172825.000000 Penalty: 3696.754150
	Iteration 31Q: 3 clusters Score -1.117282e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -11172867.000000 Penalty: 3696.754150
	Iteration 32Q: 3 clusters Score -1.117287e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -11172911.000000 Penalty: 3696.754150
	Iteration 33Q: 3 clusters Score -1.117291e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -11172965.000000 Penalty: 3696.754150
	Iteration 34Q: 3 clusters Score -1.117296e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -11172972.000000 Penalty: 3696.754150
	Iteration 35Q: 3 clusters Score -1.117297e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -11172943.000000 Penalty: 3696.754150
	Iteration 36Q: 3 clusters Score -1.117294e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -11172948.000000 Penalty: 3696.754150
	Iteration 37Q: 3 clusters Score -1.117295e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -11172954.000000 Penalty: 3696.754150
	Iteration 38Q: 3 clusters Score -1.117295e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -11172992.000000 Penalty: 3696.754150
	Iteration 39Q: 3 clusters Score -1.117299e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -11172965.000000 Penalty: 3696.754150
	Iteration 40F: 3 clusters Score -1.117296e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -11172967.000000 Penalty: 3696.754150
	Iteration 41Q: 3 clusters Score -1.117297e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -11172931.000000 Penalty: 3696.754150
	Iteration 42Q: 3 clusters Score -1.117293e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -11172915.000000 Penalty: 3696.754150
	Iteration 43Q: 3 clusters Score -1.117292e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -11172853.000000 Penalty: 3696.754150
	Iteration 44Q: 3 clusters Score -1.117285e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -11172865.000000 Penalty: 3696.754150
	Iteration 45Q: 3 clusters Score -1.117286e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -11172846.000000 Penalty: 3696.754150
	Iteration 46Q: 3 clusters Score -1.117285e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -11172835.000000 Penalty: 3696.754150
	Iteration 47Q: 3 clusters Score -1.117284e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -11172795.000000 Penalty: 3696.754150
	Iteration 48Q: 3 clusters Score -1.11728e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -11172814.000000 Penalty: 3696.754150
	Iteration 49Q: 3 clusters Score -1.117281e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -11172814.000000 Penalty: 3696.754150
	Iteration 50Q: 3 clusters Score -1.117281e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -11172823.000000 Penalty: 3696.754150
	Iteration 51Q: 3 clusters Score -1.117282e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -11172833.000000 Penalty: 3696.754150
	Iteration 52Q: 3 clusters Score -1.117283e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -11172796.000000 Penalty: 3696.754150
	Iteration 53Q: 3 clusters Score -1.11728e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -11172760.000000 Penalty: 3696.754150
	Iteration 54Q: 3 clusters Score -1.117276e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -11172791.000000 Penalty: 3696.754150
	Iteration 55Q: 3 clusters Score -1.117279e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -11172801.000000 Penalty: 3696.754150
	Iteration 56Q: 3 clusters Score -1.11728e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -11172788.000000 Penalty: 3696.754150
	Iteration 57Q: 3 clusters Score -1.117279e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -11172801.000000 Penalty: 3696.754150
	Iteration 58Q: 3 clusters Score -1.11728e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -11172837.000000 Penalty: 3696.754150
	Iteration 59Q: 3 clusters Score -1.117284e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -11172869.000000 Penalty: 3696.754150
	Iteration 60F: 3 clusters Score -1.117287e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -11172856.000000 Penalty: 3696.754150
	Iteration 61Q: 3 clusters Score -1.117286e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -11172854.000000 Penalty: 3696.754150
	Iteration 62Q: 3 clusters Score -1.117285e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -11172858.000000 Penalty: 3696.754150
	Iteration 63Q: 3 clusters Score -1.117286e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -11172882.000000 Penalty: 3696.754150
	Iteration 64Q: 3 clusters Score -1.117288e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -11172860.000000 Penalty: 3696.754150
	Iteration 65Q: 3 clusters Score -1.117286e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -11172825.000000 Penalty: 3696.754150
	Iteration 66Q: 3 clusters Score -1.117282e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -11172832.000000 Penalty: 3696.754150
	Iteration 67Q: 3 clusters Score -1.117283e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -11172837.000000 Penalty: 3696.754150
	Iteration 68Q: 3 clusters Score -1.117284e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -11172845.000000 Penalty: 3696.754150
	Iteration 69Q: 3 clusters Score -1.117284e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -11172849.000000 Penalty: 3696.754150
	Iteration 70Q: 3 clusters Score -1.117285e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -11172842.000000 Penalty: 3696.754150
	Iteration 71Q: 3 clusters Score -1.117284e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -11172859.000000 Penalty: 3696.754150
	Iteration 72Q: 3 clusters Score -1.117286e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -11172863.000000 Penalty: 3696.754150
	Iteration 73Q: 3 clusters Score -1.117286e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -11172870.000000 Penalty: 3696.754150
	Iteration 74Q: 3 clusters Score -1.117287e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -11172878.000000 Penalty: 3696.754150
	Iteration 75Q: 3 clusters Score -1.117288e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -11172864.000000 Penalty: 3696.754150
	Iteration 76Q: 3 clusters Score -1.117286e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -11172841.000000 Penalty: 3696.754150
	Iteration 77Q: 3 clusters Score -1.117284e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -11172844.000000 Penalty: 3696.754150
	Iteration 78Q: 3 clusters Score -1.117284e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -11172846.000000 Penalty: 3696.754150
	Iteration 79Q: 3 clusters Score -1.117285e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -11172880.000000 Penalty: 3696.754150
	Iteration 80F: 3 clusters Score -1.117288e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -11172875.000000 Penalty: 3696.754150
	Iteration 81Q: 3 clusters Score -1.117288e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -11172893.000000 Penalty: 3696.754150
	Iteration 82Q: 3 clusters Score -1.117289e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -11172868.000000 Penalty: 3696.754150
	Iteration 83Q: 3 clusters Score -1.117287e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -11172880.000000 Penalty: 3696.754150
	Iteration 84Q: 3 clusters Score -1.117288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -11172852.000000 Penalty: 3696.754150
	Iteration 85Q: 3 clusters Score -1.117285e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -11172842.000000 Penalty: 3696.754150
	Iteration 86Q: 3 clusters Score -1.117284e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -11172836.000000 Penalty: 3696.754150
	Iteration 87Q: 3 clusters Score -1.117284e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -11172859.000000 Penalty: 3696.754150
	Iteration 88Q: 3 clusters Score -1.117286e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -11172865.000000 Penalty: 3696.754150
	Iteration 89Q: 3 clusters Score -1.117286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -11172854.000000 Penalty: 3696.754150
	Iteration 90Q: 3 clusters Score -1.117285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -11172818.000000 Penalty: 3696.754150
	Iteration 91Q: 3 clusters Score -1.117282e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -11172797.000000 Penalty: 3696.754150
	Iteration 92Q: 3 clusters Score -1.11728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -11172828.000000 Penalty: 3696.754150
	Iteration 93Q: 3 clusters Score -1.117283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -11172827.000000 Penalty: 3696.754150
	Iteration 94Q: 3 clusters Score -1.117283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -11172816.000000 Penalty: 3696.754150
	Iteration 95Q: 3 clusters Score -1.117282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -11172797.000000 Penalty: 3696.754150
	Iteration 96Q: 3 clusters Score -1.11728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -11172800.000000 Penalty: 3696.754150
	Iteration 97Q: 3 clusters Score -1.11728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -11172793.000000 Penalty: 3696.754150
	Iteration 98Q: 3 clusters Score -1.117279e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -11172796.000000 Penalty: 3696.754150
	Iteration 99Q: 3 clusters Score -1.11728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -11172784.000000 Penalty: 3696.754150
	Iteration 100F: 3 clusters Score -1.117278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -11172776.000000 Penalty: 3696.754150
	Iteration 101Q: 3 clusters Score -1.117278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -11172771.000000 Penalty: 3696.754150
	Iteration 102Q: 3 clusters Score -1.117277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -11172767.000000 Penalty: 3696.754150
	Iteration 103Q: 3 clusters Score -1.117277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -11172779.000000 Penalty: 3696.754150
	Iteration 104Q: 3 clusters Score -1.117278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -11172769.000000 Penalty: 3696.754150
	Iteration 105Q: 3 clusters Score -1.117277e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -11172750.000000 Penalty: 3696.754150
	Iteration 106Q: 3 clusters Score -1.117275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -11172740.000000 Penalty: 3696.754150
	Iteration 107Q: 3 clusters Score -1.117274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -11172716.000000 Penalty: 3696.754150
	Iteration 108Q: 3 clusters Score -1.117272e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -11172703.000000 Penalty: 3696.754150
	Iteration 109Q: 3 clusters Score -1.11727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -11172706.000000 Penalty: 3696.754150
	Iteration 110Q: 3 clusters Score -1.117271e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -11172685.000000 Penalty: 3696.754150
	Iteration 111Q: 3 clusters Score -1.117268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -11172684.000000 Penalty: 3696.754150
	Iteration 112Q: 3 clusters Score -1.117268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -11172680.000000 Penalty: 3696.754150
	Iteration 113Q: 3 clusters Score -1.117268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11172675.000000 Penalty: 3696.754150
	Iteration 114Q: 3 clusters Score -1.117268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -11172682.000000 Penalty: 3696.754150
	Iteration 115Q: 3 clusters Score -1.117268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -11172687.000000 Penalty: 3696.754150
	Iteration 116Q: 3 clusters Score -1.117269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -11172686.000000 Penalty: 3696.754150
	Iteration 117Q: 3 clusters Score -1.117269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -11172691.000000 Penalty: 3696.754150
	Iteration 118Q: 3 clusters Score -1.117269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -11172696.000000 Penalty: 3696.754150
	Iteration 119Q: 3 clusters Score -1.11727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -11172695.000000 Penalty: 3696.754150
	Iteration 120F: 3 clusters Score -1.11727e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -11172670.000000 Penalty: 3696.754150
	Iteration 121Q: 3 clusters Score -1.117267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -11172645.000000 Penalty: 3696.754150
	Iteration 122Q: 3 clusters Score -1.117264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -11172662.000000 Penalty: 3696.754150
	Iteration 123Q: 3 clusters Score -1.117266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -11172659.000000 Penalty: 3696.754150
	Iteration 124Q: 3 clusters Score -1.117266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -11172660.000000 Penalty: 3696.754150
	Iteration 125Q: 3 clusters Score -1.117266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -11172656.000000 Penalty: 3696.754150
	Iteration 126Q: 3 clusters Score -1.117266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -11172662.000000 Penalty: 3696.754150
	Iteration 127Q: 3 clusters Score -1.117266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -11172654.000000 Penalty: 3696.754150
	Iteration 128Q: 3 clusters Score -1.117265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -11172643.000000 Penalty: 3696.754150
	Iteration 129Q: 3 clusters Score -1.117264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -11172645.000000 Penalty: 3696.754150
	Iteration 130Q: 3 clusters Score -1.117264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -11172622.000000 Penalty: 3696.754150
	Iteration 131Q: 3 clusters Score -1.117262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -11172597.000000 Penalty: 3696.754150
	Iteration 132Q: 3 clusters Score -1.11726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -11172598.000000 Penalty: 3696.754150
	Iteration 133Q: 3 clusters Score -1.11726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -11172609.000000 Penalty: 3696.754150
	Iteration 134Q: 3 clusters Score -1.117261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -11172597.000000 Penalty: 3696.754150
	Iteration 135Q: 3 clusters Score -1.11726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -11172602.000000 Penalty: 3696.754150
	Iteration 136Q: 3 clusters Score -1.11726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -11172596.000000 Penalty: 3696.754150
	Iteration 137Q: 3 clusters Score -1.11726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -11172596.000000 Penalty: 3696.754150
	Iteration 138Q: 3 clusters Score -1.11726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -11172591.000000 Penalty: 3696.754150
	Iteration 139Q: 3 clusters Score -1.117259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -11172589.000000 Penalty: 3696.754150
	Iteration 140F: 3 clusters Score -1.117259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -11172595.000000 Penalty: 3696.754150
	Iteration 141Q: 3 clusters Score -1.11726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -11172587.000000 Penalty: 3696.754150
	Iteration 142Q: 3 clusters Score -1.117259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -11172585.000000 Penalty: 3696.754150
	Iteration 143Q: 3 clusters Score -1.117258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -11172591.000000 Penalty: 3696.754150
	Iteration 144Q: 3 clusters Score -1.117259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -11172591.000000 Penalty: 3696.754150
	Iteration 145Q: 3 clusters Score -1.117259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -11172591.000000 Penalty: 3696.754150
	Iteration 146F: 3 clusters Score -1.117259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 78650 members 
Mstep: Class 14 contains 61675 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630892.000000 Penalty: 36216.003906
Iteration 199Q: 18 clusters Score -6.163089e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 67113 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 30437 members 
Mstep: Class 13 contains 78621 members 
Mstep: Class 14 contains 61657 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630996.000000 Penalty: 36216.003906
Iteration 200F: 18 clusters Score -6.1631e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65675 members 
Mstep: Class 7 contains 36231 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22189 members 
Mstep: Class 12 contains 30438 members 
Mstep: Class 13 contains 78599 members 
Mstep: Class 14 contains 61638 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631032.000000 Penalty: 36216.003906
Iteration 201Q: 18 clusters Score -6.163103e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65678 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 67137 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22188 members 
Mstep: Class 12 contains 30443 members 
Mstep: Class 13 contains 78574 members 
Mstep: Class 14 contains 61610 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630932.000000 Penalty: 36216.003906
Iteration 202Q: 18 clusters Score -6.163093e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65681 members 
Mstep: Class 7 contains 36227 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22186 members 
Mstep: Class 12 contains 30448 members 
Mstep: Class 13 contains 78559 members 
Mstep: Class 14 contains 61588 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630956.000000 Penalty: 36216.003906
Iteration 203Q: 18 clusters Score -6.163096e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65684 members 
Mstep: Class 7 contains 36233 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22182 members 
Mstep: Class 12 contains 30453 members 
Mstep: Class 13 contains 78545 members 
Mstep: Class 14 contains 61570 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630936.000000 Penalty: 36216.003906
Iteration 204Q: 18 clusters Score -6.163094e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65691 members 
Mstep: Class 7 contains 36238 members 
Mstep: Class 8 contains 67161 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22182 members 
Mstep: Class 12 contains 30455 members 
Mstep: Class 13 contains 78522 members 
Mstep: Class 14 contains 61545 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630908.000000 Penalty: 36216.003906
Iteration 205Q: 18 clusters Score -6.163091e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65697 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 67164 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22183 members 
Mstep: Class 12 contains 30455 members 
Mstep: Class 13 contains 78533 members 
Mstep: Class 14 contains 61533 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630936.000000 Penalty: 36216.003906
Iteration 206Q: 18 clusters Score -6.163094e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65700 members 
Mstep: Class 7 contains 36238 members 
Mstep: Class 8 contains 67169 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22182 members 
Mstep: Class 12 contains 30459 members 
Mstep: Class 13 contains 78539 members 
Mstep: Class 14 contains 61514 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630912.000000 Penalty: 36216.003906
Iteration 207Q: 18 clusters Score -6.163091e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65701 members 
Mstep: Class 7 contains 36242 members 
Mstep: Class 8 contains 67169 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22184 members 
Mstep: Class 12 contains 30466 members 
Mstep: Class 13 contains 78547 members 
Mstep: Class 14 contains 61506 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630912.000000 Penalty: 36216.003906
Iteration 208Q: 18 clusters Score -6.163091e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65705 members 
Mstep: Class 7 contains 36248 members 
Mstep: Class 8 contains 67172 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 30470 members 
Mstep: Class 13 contains 78574 members 
Mstep: Class 14 contains 61492 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630892.000000 Penalty: 36216.003906
Iteration 209Q: 18 clusters Score -6.163089e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65710 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 67174 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 30474 members 
Mstep: Class 13 contains 78608 members 
Mstep: Class 14 contains 61476 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630908.000000 Penalty: 36216.003906
Iteration 210Q: 18 clusters Score -6.163091e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65710 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 67174 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 30478 members 
Mstep: Class 13 contains 78640 members 
Mstep: Class 14 contains 61469 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630908.000000 Penalty: 36216.003906
Iteration 211Q: 18 clusters Score -6.163091e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65715 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 67166 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22170 members 
Mstep: Class 12 contains 30482 members 
Mstep: Class 13 contains 78674 members 
Mstep: Class 14 contains 61465 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631020.000000 Penalty: 36216.003906
Iteration 212Q: 18 clusters Score -6.163102e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65722 members 
Mstep: Class 7 contains 36257 members 
Mstep: Class 8 contains 67166 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30489 members 
Mstep: Class 13 contains 78690 members 
Mstep: Class 14 contains 61453 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630960.000000 Penalty: 36216.003906
Iteration 213Q: 18 clusters Score -6.163096e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65728 members 
Mstep: Class 7 contains 36263 members 
Mstep: Class 8 contains 67159 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22170 members 
Mstep: Class 12 contains 30492 members 
Mstep: Class 13 contains 78727 members 
Mstep: Class 14 contains 61443 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630988.000000 Penalty: 36216.003906
Iteration 214Q: 18 clusters Score -6.163099e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65737 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 67151 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30491 members 
Mstep: Class 13 contains 78763 members 
Mstep: Class 14 contains 61429 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631036.000000 Penalty: 36216.003906
Iteration 215Q: 18 clusters Score -6.163104e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65740 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30495 members 
Mstep: Class 13 contains 78791 members 
Mstep: Class 14 contains 61422 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631020.000000 Penalty: 36216.003906
Iteration 216Q: 18 clusters Score -6.163102e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65742 members 
Mstep: Class 7 contains 36273 members 
Mstep: Class 8 contains 67148 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 30499 members 
Mstep: Class 13 contains 78827 members 
Mstep: Class 14 contains 61409 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630916.000000 Penalty: 36216.003906
Iteration 217Q: 18 clusters Score -6.163092e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65741 members 
Mstep: Class 7 contains 36271 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 30504 members 
Mstep: Class 13 contains 78867 members 
Mstep: Class 14 contains 61397 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630912.000000 Penalty: 36216.003906
Iteration 218Q: 18 clusters Score -6.163091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65746 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 67144 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 30507 members 
Mstep: Class 13 contains 78891 members 
Mstep: Class 14 contains 61387 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630836.000000 Penalty: 36216.003906
Iteration 219Q: 18 clusters Score -6.163084e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65748 members 
Mstep: Class 7 contains 36272 members 
Mstep: Class 8 contains 67139 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 30513 members 
Mstep: Class 13 contains 78913 members 
Mstep: Class 14 contains 61376 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630804.000000 Penalty: 36216.003906
Iteration 220F: 18 clusters Score -6.16308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65752 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 67139 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 12 contains 30522 members 
Mstep: Class 13 contains 78933 members 
Mstep: Class 14 contains 61369 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630816.000000 Penalty: 36216.003906
Iteration 221Q: 18 clusters Score -6.163082e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65751 members 
Mstep: Class 7 contains 36269 members 
Mstep: Class 8 contains 67135 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 78966 members 
Mstep: Class 14 contains 61357 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630784.000000 Penalty: 36216.003906
Iteration 222Q: 18 clusters Score -6.163078e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65754 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 67134 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 78992 members 
Mstep: Class 14 contains 61339 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630816.000000 Penalty: 36216.003906
Iteration 223Q: 18 clusters Score -6.163082e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65757 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 67132 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22178 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79021 members 
Mstep: Class 14 contains 61323 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630784.000000 Penalty: 36216.003906
Iteration 224Q: 18 clusters Score -6.163078e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65763 members 
Mstep: Class 7 contains 36267 members 
Mstep: Class 8 contains 67130 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22178 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79062 members 
Mstep: Class 14 contains 61308 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630816.000000 Penalty: 36216.003906
Iteration 225Q: 18 clusters Score -6.163082e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65771 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67128 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22177 members 
Mstep: Class 12 contains 30541 members 
Mstep: Class 13 contains 79112 members 
Mstep: Class 14 contains 61285 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630820.000000 Penalty: 36216.003906
Iteration 226Q: 18 clusters Score -6.163082e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65775 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67125 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79153 members 
Mstep: Class 14 contains 61274 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630852.000000 Penalty: 36216.003906
Iteration 227Q: 18 clusters Score -6.163085e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65776 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67123 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22180 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 79217 members 
Mstep: Class 14 contains 61267 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630800.000000 Penalty: 36216.003906
Iteration 228Q: 18 clusters Score -6.16308e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65777 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 67122 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22180 members 
Mstep: Class 12 contains 30540 members 
Mstep: Class 13 contains 79274 members 
Mstep: Class 14 contains 61258 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630752.000000 Penalty: 36216.003906
Iteration 229Q: 18 clusters Score -6.163075e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65774 members 
Mstep: Class 7 contains 36265 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22178 members 
Mstep: Class 12 contains 30540 members 
Mstep: Class 13 contains 79317 members 
Mstep: Class 14 contains 61252 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630784.000000 Penalty: 36216.003906
Iteration 230Q: 18 clusters Score -6.163078e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67129 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 79368 members 
Mstep: Class 14 contains 61253 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630852.000000 Penalty: 36216.003906
Iteration 231Q: 18 clusters Score -6.163085e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65772 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67136 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22174 members 
Mstep: Class 12 contains 30538 members 
Mstep: Class 13 contains 79425 members 
Mstep: Class 14 contains 61247 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630800.000000 Penalty: 36216.003906
Iteration 232Q: 18 clusters Score -6.16308e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65775 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 67133 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 79499 members 
Mstep: Class 14 contains 61236 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630812.000000 Penalty: 36216.003906
Iteration 233Q: 18 clusters Score -6.163081e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65774 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 67130 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 79547 members 
Mstep: Class 14 contains 61220 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630796.000000 Penalty: 36216.003906
Iteration 234Q: 18 clusters Score -6.16308e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65777 members 
Mstep: Class 7 contains 36263 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 30547 members 
Mstep: Class 13 contains 79616 members 
Mstep: Class 14 contains 61203 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630844.000000 Penalty: 36216.003906
Iteration 235Q: 18 clusters Score -6.163084e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65783 members 
Mstep: Class 7 contains 36261 members 
Mstep: Class 8 contains 67125 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22167 members 
Mstep: Class 12 contains 30546 members 
Mstep: Class 13 contains 79695 members 
Mstep: Class 14 contains 61186 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630772.000000 Penalty: 36216.003906
Iteration 236Q: 18 clusters Score -6.163077e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65782 members 
Mstep: Class 7 contains 36261 members 
Mstep: Class 8 contains 67117 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22164 members 
Mstep: Class 12 contains 30545 members 
Mstep: Class 13 contains 79756 members 
Mstep: Class 14 contains 61173 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630772.000000 Penalty: 36216.003906
Iteration 237Q: 18 clusters Score -6.163077e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65777 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22163 members 
Mstep: Class 12 contains 30547 members 
Mstep: Class 13 contains 79817 members 
Mstep: Class 14 contains 61163 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630736.000000 Penalty: 36216.003906
Iteration 238Q: 18 clusters Score -6.163074e+07 nChanged 213
Entering ConstructFrom: 
Score: -61630736.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Entering Unmasked Estep 
Score: -4027982.500000 Penalty: 1683.081665
	Iteration 0F: 2 clusters Score -4027982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4006847.000000 Penalty: 3366.163330
	Iteration 0F: 3 clusters Score -4006847 nChanged 14589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4015191.250000 Penalty: 3366.163330
	Iteration 1F: 3 clusters Score -4015191 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4015789.250000 Penalty: 3366.163330
	Iteration 2F: 3 clusters Score -4015789 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4016636.250000 Penalty: 3366.163330
	Iteration 3F: 3 clusters Score -4016636 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4017744.250000 Penalty: 3366.163330
	Iteration 4F: 3 clusters Score -4017744 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4019315.250000 Penalty: 3366.163330
	Iteration 5F: 3 clusters Score -4019315 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4021199.250000 Penalty: 3366.163330
	Iteration 6F: 3 clusters Score -4021199 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4022618.250000 Penalty: 3366.163330
	Iteration 7F: 3 clusters Score -4022618 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4023341.500000 Penalty: 3366.163330
	Iteration 8Q: 3 clusters Score -4023342 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4023679.000000 Penalty: 3366.163330
	Iteration 9Q: 3 clusters Score -4023679 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4023976.250000 Penalty: 3366.163330
	Iteration 10Q: 3 clusters Score -4023976 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4024232.500000 Penalty: 3366.163330
	Iteration 11Q: 3 clusters Score -4024232 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4024465.750000 Penalty: 3366.163330
	Iteration 12Q: 3 clusters Score -4024466 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4024655.500000 Penalty: 3366.163330
	Iteration 13Q: 3 clusters Score -4024656 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4024787.000000 Penalty: 3366.163330
	Iteration 14Q: 3 clusters Score -4024787 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4024918.750000 Penalty: 3366.163330
	Iteration 15Q: 3 clusters Score -4024919 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4025015.750000 Penalty: 3366.163330
	Iteration 16Q: 3 clusters Score -4025016 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4025094.750000 Penalty: 3366.163330
	Iteration 17Q: 3 clusters Score -4025095 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4025164.750000 Penalty: 3366.163330
	Iteration 18Q: 3 clusters Score -4025165 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4025204.250000 Penalty: 3366.163330
	Iteration 19Q: 3 clusters Score -4025204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4025244.750000 Penalty: 3366.163330
	Iteration 20F: 3 clusters Score -4025245 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4025285.750000 Penalty: 3366.163330
	Iteration 21Q: 3 clusters Score -4025286 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4025330.750000 Penalty: 3366.163330
	Iteration 22Q: 3 clusters Score -4025331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4025356.250000 Penalty: 3366.163330
	Iteration 23Q: 3 clusters Score -4025356 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4025381.500000 Penalty: 3366.163330
	Iteration 24Q: 3 clusters Score -4025382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4025393.250000 Penalty: 3366.163330
	Iteration 25Q: 3 clusters Score -4025393 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4025399.500000 Penalty: 3366.163330
	Iteration 26Q: 3 clusters Score -4025400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4025424.500000 Penalty: 3366.163330
	Iteration 27Q: 3 clusters Score -4025424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -4025430.000000 Penalty: 3366.163330
	Iteration 28Q: 3 clusters Score -4025430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4025465.500000 Penalty: 3366.163330
	Iteration 29Q: 3 clusters Score -4025466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4025489.000000 Penalty: 3366.163330
	Iteration 30Q: 3 clusters Score -4025489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4025504.250000 Penalty: 3366.163330
	Iteration 31Q: 3 clusters Score -4025504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4025517.500000 Penalty: 3366.163330
	Iteration 32Q: 3 clusters Score -4025518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4025536.000000 Penalty: 3366.163330
	Iteration 33Q: 3 clusters Score -4025536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4025561.250000 Penalty: 3366.163330
	Iteration 34Q: 3 clusters Score -4025561 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4025590.000000 Penalty: 3366.163330
	Iteration 35Q: 3 clusters Score -4025590 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4025593.250000 Penalty: 3366.163330
	Iteration 36Q: 3 clusters Score -4025593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4025598.000000 Penalty: 3366.163330
	Iteration 37Q: 3 clusters Score -4025598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4025618.000000 Penalty: 3366.163330
	Iteration 38Q: 3 clusters Score -4025618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4025633.750000 Penalty: 3366.163330
	Iteration 39Q: 3 clusters Score -4025634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4025637.750000 Penalty: 3366.163330
	Iteration 40F: 3 clusters Score -4025638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -4025637.000000 Penalty: 3366.163330
	Iteration 41Q: 3 clusters Score -4025637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4025654.500000 Penalty: 3366.163330
	Iteration 42Q: 3 clusters Score -4025654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4025664.250000 Penalty: 3366.163330
	Iteration 43Q: 3 clusters Score -4025664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4025668.250000 Penalty: 3366.163330
	Iteration 44Q: 3 clusters Score -4025668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4025669.500000 Penalty: 3366.163330
	Iteration 45Q: 3 clusters Score -4025670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4025680.500000 Penalty: 3366.163330
	Iteration 46Q: 3 clusters Score -4025680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4025683.500000 Penalty: 3366.163330
	Iteration 47Q: 3 clusters Score -4025684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4025687.250000 Penalty: 3366.163330
	Iteration 48Q: 3 clusters Score -4025687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4025693.250000 Penalty: 3366.163330
	Iteration 49Q: 3 clusters Score -4025693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4025707.500000 Penalty: 3366.163330
	Iteration 50Q: 3 clusters Score -4025708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4025710.250000 Penalty: 3366.163330
	Iteration 51Q: 3 clusters Score -4025710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4025729.500000 Penalty: 3366.163330
	Iteration 52Q: 3 clusters Score -4025730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4025738.750000 Penalty: 3366.163330
	Iteration 53Q: 3 clusters Score -4025739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4025751.250000 Penalty: 3366.163330
	Iteration 54Q: 3 clusters Score -4025751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -4025754.000000 Penalty: 3366.163330
	Iteration 55Q: 3 clusters Score -4025754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4025771.750000 Penalty: 3366.163330
	Iteration 56Q: 3 clusters Score -4025772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4025773.500000 Penalty: 3366.163330
	Iteration 57Q: 3 clusters Score -4025774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4025788.500000 Penalty: 3366.163330
	Iteration 58Q: 3 clusters Score -4025788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4025798.750000 Penalty: 3366.163330
	Iteration 59Q: 3 clusters Score -4025799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4025797.750000 Penalty: 3366.163330
	Iteration 60F: 3 clusters Score -4025798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4025805.000000 Penalty: 3366.163330
	Iteration 61Q: 3 clusters Score -4025805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4025805.000000 Penalty: 3366.163330
	Iteration 62Q: 3 clusters Score -4025805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4025829.250000 Penalty: 3366.163330
	Iteration 63Q: 3 clusters Score -4025829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4025826.250000 Penalty: 3366.163330
	Iteration 64Q: 3 clusters Score -4025826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4025831.750000 Penalty: 3366.163330
	Iteration 65Q: 3 clusters Score -4025832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4025832.750000 Penalty: 3366.163330
	Iteration 66Q: 3 clusters Score -4025833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4025826.750000 Penalty: 3366.163330
	Iteration 67Q: 3 clusters Score -4025827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4025829.000000 Penalty: 3366.163330
	Iteration 68Q: 3 clusters Score -4025829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -4025832.500000 Penalty: 3366.163330
	Iteration 69Q: 3 clusters Score -4025832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4025840.000000 Penalty: 3366.163330
	Iteration 70Q: 3 clusters Score -4025840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4025854.750000 Penalty: 3366.163330
	Iteration 71Q: 3 clusters Score -4025855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4025853.500000 Penalty: 3366.163330
	Iteration 72Q: 3 clusters Score -4025854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -4025862.500000 Penalty: 3366.163330
	Iteration 73Q: 3 clusters Score -4025862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4025870.250000 Penalty: 3366.163330
	Iteration 74Q: 3 clusters Score -4025870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4025878.750000 Penalty: 3366.163330
	Iteration 75Q: 3 clusters Score -4025879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4025884.750000 Penalty: 3366.163330
	Iteration 76Q: 3 clusters Score -4025885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4025881.750000 Penalty: 3366.163330
	Iteration 77Q: 3 clusters Score -4025882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4025892.000000 Penalty: 3366.163330
	Iteration 78Q: 3 clusters Score -4025892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -4025905.250000 Penalty: 3366.163330
	Iteration 79Q: 3 clusters Score -4025905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4025908.000000 Penalty: 3366.163330
	Iteration 80F: 3 clusters Score -4025908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4025918.250000 Penalty: 3366.163330
	Iteration 81Q: 3 clusters Score -4025918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4025934.750000 Penalty: 3366.163330
	Iteration 82Q: 3 clusters Score -4025935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4025937.000000 Penalty: 3366.163330
	Iteration 83Q: 3 clusters Score -4025937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4025948.250000 Penalty: 3366.163330
	Iteration 84Q: 3 clusters Score -4025948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4025950.250000 Penalty: 3366.163330
	Iteration 85Q: 3 clusters Score -4025950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4025955.000000 Penalty: 3366.163330
	Iteration 86Q: 3 clusters Score -4025955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4025952.250000 Penalty: 3366.163330
	Iteration 87Q: 3 clusters Score -4025952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4025962.250000 Penalty: 3366.163330
	Iteration 88Q: 3 clusters Score -4025962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4025960 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4025986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4025993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4025994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4026002 nChanged 49
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4026007 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4026018.500000 Penalty: 3366.163330
	Iteration 98Q: 3 clusters Score -4026018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4026020.250000 Penalty: 3366.163330
	Iteration 99Q: 3 clusters Score -4026020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4026033.250000 Penalty: 3366.163330
	Iteration 100F: 3 clusters Score -4026033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4026038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4026044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4026052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4026059 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4026063 nChanged 23
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4026060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4026060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4026057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4026060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4026062 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4026075 nChanged 37
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Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4026074 nChanged 42
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4026097 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4026100.250000 Penalty: 3366.163330
	Iteration 114Q: 3 clusters Score -4026100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4026100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4026097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4026108 nChanged 35
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4026105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4026108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4026117.500000 Penalty: 3366.163330
	Iteration 120F: 3 clusters Score -4026118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4026116 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4026127 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4026131 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4026138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4026141 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4026139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4026150.250000 Penalty: 3366.163330
	Iteration 127Q: 3 clusters Score -4026150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4026161.000000 Penalty: 3366.163330
	Iteration 128Q: 3 clusters Score -4026161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4026162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
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Score: -4026167.000000 Penalty: 3366.163330
	Iteration 130Q: 3 clusters Score -4026167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4026175.000000 Penalty: 3366.163330
	Iteration 131Q: 3 clusters Score -4026175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4026182.000000 Penalty: 3366.163330
	Iteration 132Q: 3 clusters Score -4026182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
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Score: -4026178.500000 Penalty: 3366.163330
	Iteration 133Q: 3 clusters Score -4026178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4026184.250000 Penalty: 3366.163330
	Iteration 134Q: 3 clusters Score -4026184 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4026180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4026178 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4026189.500000 Penalty: 3366.163330
	Iteration 137Q: 3 clusters Score -4026190 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2750 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4026200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4026205.500000 Penalty: 3366.163330
	Iteration 139Q: 3 clusters Score -4026206 nChanged 37
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Mstep: Class 1 contains 2670 members 
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Entering Unmasked Estep 
Score: -4026202.750000 Penalty: 3366.163330
	Iteration 140F: 3 clusters Score -4026203 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4026214.750000 Penalty: 3366.163330
	Iteration 141Q: 3 clusters Score -4026215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4026216 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2536 members 
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Entering Unmasked Estep 
Score: -4026229.750000 Penalty: 3366.163330
	Iteration 143Q: 3 clusters Score -4026230 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4026230 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
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Entering Unmasked Estep 
Score: -4026235.000000 Penalty: 3366.163330
	Iteration 145Q: 3 clusters Score -4026235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
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	Iteration 146Q: 3 clusters Score -4026248 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4026249.000000 Penalty: 3366.163330
	Iteration 147Q: 3 clusters Score -4026249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4026262.000000 Penalty: 3366.163330
	Iteration 148Q: 3 clusters Score -4026262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4026271.500000 Penalty: 3366.163330
	Iteration 149Q: 3 clusters Score -4026272 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4026278.250000 Penalty: 3366.163330
	Iteration 150Q: 3 clusters Score -4026278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -4026288.000000 Penalty: 3366.163330
	Iteration 151Q: 3 clusters Score -4026288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4026293.250000 Penalty: 3366.163330
	Iteration 152Q: 3 clusters Score -4026293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -4026307.500000 Penalty: 3366.163330
	Iteration 153Q: 3 clusters Score -4026308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4026311.500000 Penalty: 3366.163330
	Iteration 154Q: 3 clusters Score -4026312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4026310.250000 Penalty: 3366.163330
	Iteration 155Q: 3 clusters Score -4026310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4026312 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4026316.750000 Penalty: 3366.163330
	Iteration 157Q: 3 clusters Score -4026317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4026325.250000 Penalty: 3366.163330
	Iteration 158Q: 3 clusters Score -4026325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4026324.750000 Penalty: 3366.163330
	Iteration 159Q: 3 clusters Score -4026325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4026324.250000 Penalty: 3366.163330
	Iteration 160F: 3 clusters Score -4026324 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2040 members 
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Entering Unmasked Estep 
Score: -4026323.750000 Penalty: 3366.163330
	Iteration 161Q: 3 clusters Score -4026324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4026332.750000 Penalty: 3366.163330
	Iteration 162Q: 3 clusters Score -4026333 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4026329.750000 Penalty: 3366.163330
	Iteration 163Q: 3 clusters Score -4026330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4026334.500000 Penalty: 3366.163330
	Iteration 164Q: 3 clusters Score -4026334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4026337.500000 Penalty: 3366.163330
	Iteration 165Q: 3 clusters Score -4026338 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -4026341.750000 Penalty: 3366.163330
	Iteration 166Q: 3 clusters Score -4026342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4026342 nChanged 11
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Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4026342 nChanged 13
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Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4026340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4026350.750000 Penalty: 3366.163330
	Iteration 170Q: 3 clusters Score -4026351 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4026350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4026354.500000 Penalty: 3366.163330
	Iteration 172Q: 3 clusters Score -4026354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4026356.750000 Penalty: 3366.163330
	Iteration 173Q: 3 clusters Score -4026357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
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Entering Unmasked Estep 
Score: -4026353.750000 Penalty: 3366.163330
	Iteration 174Q: 3 clusters Score -4026354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
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Entering Unmasked Estep 
Score: -4026361.500000 Penalty: 3366.163330
	Iteration 175Q: 3 clusters Score -4026362 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4026361 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
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Entering Unmasked Estep 
Score: -4026362.750000 Penalty: 3366.163330
	Iteration 177Q: 3 clusters Score -4026363 nChanged 5
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4026356 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4026360.000000 Penalty: 3366.163330
	Iteration 179Q: 3 clusters Score -4026360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4026359.000000 Penalty: 3366.163330
	Iteration 180F: 3 clusters Score -4026359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4026359 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4026358.750000 Penalty: 3366.163330
	Iteration 182Q: 3 clusters Score -4026359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4026361.750000 Penalty: 3366.163330
	Iteration 183Q: 3 clusters Score -4026362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4026363.750000 Penalty: 3366.163330
	Iteration 184Q: 3 clusters Score -4026364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4026363.750000 Penalty: 3366.163330
	Iteration 185Q: 3 clusters Score -4026364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4026363.750000 Penalty: 3366.163330
	Iteration 186F: 3 clusters Score -4026364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.156250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -506643.812500 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506643.8 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -507714.375000 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507714.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -507999.343750 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507999.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -508238.250000 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -508238.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -508501.062500 Penalty: 2723.051514
	Iteration 4F: 3 clusters Score -508501.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -508718.687500 Penalty: 2723.051514
	Iteration 5F: 3 clusters Score -508718.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -508899.531250 Penalty: 2723.051514
	Iteration 6F: 3 clusters Score -508899.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -509004.906250 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -509004.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -509070.468750 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -509070.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -509115.781250 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -509115.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -509146.125000 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -509146.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -509171.187500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -509171.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -509185.437500 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509185.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -509195.000000 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -509200.562500 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509200.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -509204.625000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -509207.125000 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -509208.687500 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -509209.531250 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -509209.531250 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -509209.843750 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -509211.312500 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -509211.250000 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -509212.031250 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -509212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -509212.437500 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -509212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -509212.437500 Penalty: 2723.051514
	Iteration 25F: 3 clusters Score -509212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -131245.671875 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -131245.7 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 547 members 
Entering Unmasked Estep 
Score: -129734.695312 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -129734.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129983.796875 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -129983.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130042.742188 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -130042.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -130082.085938 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -130082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130098.765625 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -130098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -130112.976562 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -130113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130122.453125 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -130122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130130.453125 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -130130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130142.273438 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -130142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130151.640625 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -130151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -130158.226562 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -130158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130164.914062 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -130164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130171.867188 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -130171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130173.906250 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -130173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130180.367188 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -130180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130183.195312 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -130183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130185.148438 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -130185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130187.414062 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -130187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130188.070312 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -130188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130188.523438 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -130188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130188.765625 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -130188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -628577.375000 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -628577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -624646.000000 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -624646 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -625803.687500 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -625803.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -626018.687500 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -626018.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -626245.750000 Penalty: 2767.241943
	Iteration 3F: 3 clusters Score -626245.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -626483.500000 Penalty: 2767.241943
	Iteration 4F: 3 clusters Score -626483.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -626673.562500 Penalty: 2767.241943
	Iteration 5F: 3 clusters Score -626673.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -626835.562500 Penalty: 2767.241943
	Iteration 6F: 3 clusters Score -626835.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -626948.250000 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -626948.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -627036.375000 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -627036.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -627097.625000 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -627097.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -627163.875000 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -627163.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -627210.312500 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -627210.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -627252.625000 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -627252.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -627283.937500 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -627283.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -627305.500000 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -627305.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -627323.312500 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -627323.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -627339.687500 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -627339.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -627348.750000 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -627348.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -627354.312500 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -627354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -627359.625000 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -627359.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -627367.312500 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -627367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -627369.312500 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -627369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -627373.062500 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -627373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -627374.000000 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -627374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -627375.187500 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -627375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -627379.937500 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -627379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -627385.562500 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -627385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -627396.250000 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -627396.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -627405.312500 Penalty: 2767.241943
	Iteration 28Q: 3 clusters Score -627405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -627408.875000 Penalty: 2767.241943
	Iteration 29Q: 3 clusters Score -627408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -627414.437500 Penalty: 2767.241943
	Iteration 30Q: 3 clusters Score -627414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -627417.250000 Penalty: 2767.241943
	Iteration 31Q: 3 clusters Score -627417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -627420.000000 Penalty: 2767.241943
	Iteration 32Q: 3 clusters Score -627420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -627422.187500 Penalty: 2767.241943
	Iteration 33Q: 3 clusters Score -627422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -627423.437500 Penalty: 2767.241943
	Iteration 34Q: 3 clusters Score -627423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -627424.750000 Penalty: 2767.241943
	Iteration 35Q: 3 clusters Score -627424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -627426.062500 Penalty: 2767.241943
	Iteration 36Q: 3 clusters Score -627426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -627429.250000 Penalty: 2767.241943
	Iteration 37Q: 3 clusters Score -627429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -627432.000000 Penalty: 2767.241943
	Iteration 38Q: 3 clusters Score -627432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -627435.937500 Penalty: 2767.241943
	Iteration 39Q: 3 clusters Score -627435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -627439.500000 Penalty: 2767.241943
	Iteration 40F: 3 clusters Score -627439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -627441.312500 Penalty: 2767.241943
	Iteration 41Q: 3 clusters Score -627441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -627441.000000 Penalty: 2767.241943
	Iteration 42Q: 3 clusters Score -627441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -627445.250000 Penalty: 2767.241943
	Iteration 43Q: 3 clusters Score -627445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -627445.312500 Penalty: 2767.241943
	Iteration 44Q: 3 clusters Score -627445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -627447.687500 Penalty: 2767.241943
	Iteration 45Q: 3 clusters Score -627447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -627448.000000 Penalty: 2767.241943
	Iteration 46Q: 3 clusters Score -627448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -627449.375000 Penalty: 2767.241943
	Iteration 47Q: 3 clusters Score -627449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -627449.375000 Penalty: 2767.241943
	Iteration 48F: 3 clusters Score -627449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49469.144531 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49469.14 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50031.171875 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -50031.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50172.679688 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -50172.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50183.843750 Penalty: 2026.183472
	Iteration 3Q: 3 clusters Score -50183.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50186.378906 Penalty: 2026.183472
	Iteration 4Q: 3 clusters Score -50186.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50187.199219 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50189.089844 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50189.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50195.949219 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50195.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50204.808594 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50204.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50220.937500 Penalty: 2026.183472
	Iteration 9Q: 3 clusters Score -50220.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50221.132812 Penalty: 2026.183472
	Iteration 10F: 3 clusters Score -50221.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50268.234375 Penalty: 2026.183472
	Iteration 11Q: 3 clusters Score -50268.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50280.746094 Penalty: 2026.183472
	Iteration 12Q: 3 clusters Score -50280.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50280.746094 Penalty: 2026.183472
	Iteration 13F: 3 clusters Score -50280.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79873 members 
Mstep: Class 14 contains 61150 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86071 members 
Mstep: Class 18 contains 397 members 
Entering Unmasked Estep 
Score: -61629524.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61630736.000000 to -61629524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Entering Unmasked Estep 
Score: -8378126.000000 Penalty: 1802.769287
	Iteration 0F: 2 clusters Score -8378126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -8334515.500000 Penalty: 3605.538574
	Iteration 0F: 3 clusters Score -8334516 nChanged 31160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -8352201.500000 Penalty: 3605.538574
	Iteration 1F: 3 clusters Score -8352202 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -8352610.500000 Penalty: 3605.538574
	Iteration 2Q: 3 clusters Score -8352610 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -8352990.500000 Penalty: 3605.538574
	Iteration 3Q: 3 clusters Score -8352990 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -8353516.000000 Penalty: 3605.538574
	Iteration 4Q: 3 clusters Score -8353516 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8354027.500000 Penalty: 3605.538574
	Iteration 5Q: 3 clusters Score -8354028 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -8354607.500000 Penalty: 3605.538574
	Iteration 6Q: 3 clusters Score -8354608 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -8355283.000000 Penalty: 3605.538574
	Iteration 7Q: 3 clusters Score -8355283 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -8356137.500000 Penalty: 3605.538574
	Iteration 8Q: 3 clusters Score -8356138 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -8357173.500000 Penalty: 3605.538574
	Iteration 9Q: 3 clusters Score -8357174 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -8358574.000000 Penalty: 3605.538574
	Iteration 10Q: 3 clusters Score -8358574 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -8360247.500000 Penalty: 3605.538574
	Iteration 11Q: 3 clusters Score -8360248 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -8362140.000000 Penalty: 3605.538574
	Iteration 12Q: 3 clusters Score -8362140 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8363800.500000 Penalty: 3605.538574
	Iteration 13Q: 3 clusters Score -8363800 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8364668.500000 Penalty: 3605.538574
	Iteration 14Q: 3 clusters Score -8364668 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -8365066.500000 Penalty: 3605.538574
	Iteration 15Q: 3 clusters Score -8365066 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8365199.000000 Penalty: 3605.538574
	Iteration 16Q: 3 clusters Score -8365199 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -8365254.000000 Penalty: 3605.538574
	Iteration 17Q: 3 clusters Score -8365254 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -8365335.000000 Penalty: 3605.538574
	Iteration 18Q: 3 clusters Score -8365335 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -8365427.500000 Penalty: 3605.538574
	Iteration 19Q: 3 clusters Score -8365428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -8365505.000000 Penalty: 3605.538574
	Iteration 20F: 3 clusters Score -8365505 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -8365549.500000 Penalty: 3605.538574
	Iteration 21Q: 3 clusters Score -8365550 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -8365584.500000 Penalty: 3605.538574
	Iteration 22Q: 3 clusters Score -8365584 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -8365632.000000 Penalty: 3605.538574
	Iteration 23Q: 3 clusters Score -8365632 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -8365727.000000 Penalty: 3605.538574
	Iteration 24Q: 3 clusters Score -8365727 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -8365793.000000 Penalty: 3605.538574
	Iteration 25Q: 3 clusters Score -8365793 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -8365864.000000 Penalty: 3605.538574
	Iteration 26Q: 3 clusters Score -8365864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -8365929.500000 Penalty: 3605.538574
	Iteration 27Q: 3 clusters Score -8365930 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -8366064.500000 Penalty: 3605.538574
	Iteration 28Q: 3 clusters Score -8366064 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -8366128.000000 Penalty: 3605.538574
	Iteration 29Q: 3 clusters Score -8366128 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -8366283.000000 Penalty: 3605.538574
	Iteration 30Q: 3 clusters Score -8366283 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -8366415.500000 Penalty: 3605.538574
	Iteration 31Q: 3 clusters Score -8366416 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -8366576.000000 Penalty: 3605.538574
	Iteration 32Q: 3 clusters Score -8366576 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8366795.000000 Penalty: 3605.538574
	Iteration 33Q: 3 clusters Score -8366795 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -8367013.000000 Penalty: 3605.538574
	Iteration 34Q: 3 clusters Score -8367013 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8367203.500000 Penalty: 3605.538574
	Iteration 35Q: 3 clusters Score -8367204 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -8367443.500000 Penalty: 3605.538574
	Iteration 36Q: 3 clusters Score -8367444 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8367670.000000 Penalty: 3605.538574
	Iteration 37Q: 3 clusters Score -8367670 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8367979.500000 Penalty: 3605.538574
	Iteration 38Q: 3 clusters Score -8367980 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8368270.500000 Penalty: 3605.538574
	Iteration 39Q: 3 clusters Score -8368270 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -8368577.000000 Penalty: 3605.538574
	Iteration 40F: 3 clusters Score -8368577 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8368875.000000 Penalty: 3605.538574
	Iteration 41Q: 3 clusters Score -8368875 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -8369249.500000 Penalty: 3605.538574
	Iteration 42Q: 3 clusters Score -8369250 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8369523.500000 Penalty: 3605.538574
	Iteration 43Q: 3 clusters Score -8369524 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -8369818.000000 Penalty: 3605.538574
	Iteration 44Q: 3 clusters Score -8369818 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -8370122.000000 Penalty: 3605.538574
	Iteration 45Q: 3 clusters Score -8370122 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8370420.500000 Penalty: 3605.538574
	Iteration 46Q: 3 clusters Score -8370420 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -8370649.500000 Penalty: 3605.538574
	Iteration 47Q: 3 clusters Score -8370650 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -8370872.500000 Penalty: 3605.538574
	Iteration 48Q: 3 clusters Score -8370872 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -8371098.000000 Penalty: 3605.538574
	Iteration 49Q: 3 clusters Score -8371098 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8371301.500000 Penalty: 3605.538574
	Iteration 50Q: 3 clusters Score -8371302 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8371533.500000 Penalty: 3605.538574
	Iteration 51Q: 3 clusters Score -8371534 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -8371709.000000 Penalty: 3605.538574
	Iteration 52Q: 3 clusters Score -8371709 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8371893.000000 Penalty: 3605.538574
	Iteration 53Q: 3 clusters Score -8371893 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -8372003.500000 Penalty: 3605.538574
	Iteration 54Q: 3 clusters Score -8372004 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -8372109.000000 Penalty: 3605.538574
	Iteration 55Q: 3 clusters Score -8372109 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -8372173.000000 Penalty: 3605.538574
	Iteration 56Q: 3 clusters Score -8372173 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -8372291.000000 Penalty: 3605.538574
	Iteration 57Q: 3 clusters Score -8372291 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -8372348.500000 Penalty: 3605.538574
	Iteration 58Q: 3 clusters Score -8372348 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -8372364.000000 Penalty: 3605.538574
	Iteration 59Q: 3 clusters Score -8372364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8372377 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8372409 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8372417 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8372434 nChanged 119
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Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8372453 nChanged 102
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Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8372426 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8372434 nChanged 94
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Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8372452 nChanged 103
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Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8372465 nChanged 89
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Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8372478 nChanged 86
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Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8372489 nChanged 87
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Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8372480 nChanged 76
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Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8372472 nChanged 59
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Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8372474 nChanged 69
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Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8372481 nChanged 65
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Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8372478 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8372478 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8372478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8372477 nChanged 71
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Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8372490 nChanged 78
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Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8372494 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8372497 nChanged 78
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Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8372496 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8372500 nChanged 60
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Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8372506 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8372522 nChanged 76
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Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8372524 nChanged 56
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Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8372537 nChanged 58
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Mstep: Class 1 contains 49335 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8372540 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8372524 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8372544 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8372555 nChanged 57
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Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8372547 nChanged 61
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8372551 nChanged 64
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Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8372560 nChanged 70
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Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8372568 nChanged 80
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Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8372562 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8372558 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8372541 nChanged 87
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Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8372572 nChanged 81
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Mstep: Class 1 contains 50129 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8372592 nChanged 87
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Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8372588 nChanged 105
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Mstep: Class 1 contains 50315 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8372591 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8372616 nChanged 144
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Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8372640 nChanged 136
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Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8372667 nChanged 144
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Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8372679 nChanged 156
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Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8372694 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8372720 nChanged 214
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8372722 nChanged 191
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Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8372724 nChanged 186
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8372738 nChanged 206
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Mstep: Class 1 contains 52069 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8372762 nChanged 251
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Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8372768 nChanged 253
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Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8372800 nChanged 243
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Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8372823 nChanged 234
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	Iteration 117Q: 3 clusters Score -8372849 nChanged 254
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Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8372878 nChanged 277
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Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8372910 nChanged 300
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Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8372949 nChanged 341
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Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8373006 nChanged 381
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Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8373076 nChanged 401
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Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8373152 nChanged 476
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Mstep: Class 1 contains 55470 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8373238 nChanged 512
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Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8373318 nChanged 530
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Mstep: Class 1 contains 56512 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8373418 nChanged 573
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Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8373574 nChanged 587
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	Iteration 128Q: 3 clusters Score -8373694 nChanged 665
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	Iteration 129Q: 3 clusters Score -8373937 nChanged 690
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	Iteration 130Q: 3 clusters Score -8374094 nChanged 696
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	Iteration 131Q: 3 clusters Score -8374294 nChanged 736
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	Iteration 132Q: 3 clusters Score -8374571 nChanged 725
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	Iteration 133Q: 3 clusters Score -8374866 nChanged 705
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	Iteration 134Q: 3 clusters Score -8375142 nChanged 617
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	Iteration 135Q: 3 clusters Score -8375386 nChanged 522
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	Iteration 136Q: 3 clusters Score -8375642 nChanged 454
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	Iteration 137Q: 3 clusters Score -8375844 nChanged 368
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	Iteration 138Q: 3 clusters Score -8375996 nChanged 289
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	Iteration 139Q: 3 clusters Score -8376125 nChanged 221
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	Iteration 140F: 3 clusters Score -8376216 nChanged 171
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8376277 nChanged 142
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	Iteration 142Q: 3 clusters Score -8376344 nChanged 107
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	Iteration 143Q: 3 clusters Score -8376382 nChanged 74
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	Iteration 144Q: 3 clusters Score -8376423 nChanged 71
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	Iteration 145Q: 3 clusters Score -8376467 nChanged 55
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	Iteration 146Q: 3 clusters Score -8376490 nChanged 49
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8376514 nChanged 40
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8376544 nChanged 39
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Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8376551 nChanged 30
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Mstep: Class 1 contains 65018 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8376560 nChanged 25
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	Iteration 151Q: 3 clusters Score -8376568 nChanged 14
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Score: -8376581.000000 Penalty: 3605.538574
	Iteration 152Q: 3 clusters Score -8376581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8376584.000000 Penalty: 3605.538574
	Iteration 153Q: 3 clusters Score -8376584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8376592.000000 Penalty: 3605.538574
	Iteration 154Q: 3 clusters Score -8376592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8376595.000000 Penalty: 3605.538574
	Iteration 155Q: 3 clusters Score -8376595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8376595.000000 Penalty: 3605.538574
	Iteration 156Q: 3 clusters Score -8376595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8376607.000000 Penalty: 3605.538574
	Iteration 157Q: 3 clusters Score -8376607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8376619.500000 Penalty: 3605.538574
	Iteration 158Q: 3 clusters Score -8376620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8376615.000000 Penalty: 3605.538574
	Iteration 159Q: 3 clusters Score -8376615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8376624.500000 Penalty: 3605.538574
	Iteration 160F: 3 clusters Score -8376624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8376633.000000 Penalty: 3605.538574
	Iteration 161Q: 3 clusters Score -8376633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8376648.500000 Penalty: 3605.538574
	Iteration 162Q: 3 clusters Score -8376648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8376641.500000 Penalty: 3605.538574
	Iteration 163Q: 3 clusters Score -8376642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8376647.500000 Penalty: 3605.538574
	Iteration 164Q: 3 clusters Score -8376648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8376648.000000 Penalty: 3605.538574
	Iteration 165Q: 3 clusters Score -8376648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8376658.000000 Penalty: 3605.538574
	Iteration 166Q: 3 clusters Score -8376658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8376659.500000 Penalty: 3605.538574
	Iteration 167Q: 3 clusters Score -8376660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8376660.500000 Penalty: 3605.538574
	Iteration 168Q: 3 clusters Score -8376660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8376660.500000 Penalty: 3605.538574
	Iteration 169F: 3 clusters Score -8376660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Entering Unmasked Estep 
Score: -4434010.500000 Penalty: 1706.019409
	Iteration 0F: 2 clusters Score -4434010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4409574.000000 Penalty: 3412.038818
	Iteration 0F: 3 clusters Score -4409574 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4418761.500000 Penalty: 3412.038818
	Iteration 1F: 3 clusters Score -4418762 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4419098.000000 Penalty: 3412.038818
	Iteration 2Q: 3 clusters Score -4419098 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4419407.000000 Penalty: 3412.038818
	Iteration 3Q: 3 clusters Score -4419407 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4419686.500000 Penalty: 3412.038818
	Iteration 4Q: 3 clusters Score -4419686 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4419964.500000 Penalty: 3412.038818
	Iteration 5Q: 3 clusters Score -4419964 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4420308.000000 Penalty: 3412.038818
	Iteration 6Q: 3 clusters Score -4420308 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4420678.000000 Penalty: 3412.038818
	Iteration 7Q: 3 clusters Score -4420678 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4421097.500000 Penalty: 3412.038818
	Iteration 8Q: 3 clusters Score -4421098 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4421678.000000 Penalty: 3412.038818
	Iteration 9Q: 3 clusters Score -4421678 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4422576.500000 Penalty: 3412.038818
	Iteration 10Q: 3 clusters Score -4422576 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4423829.500000 Penalty: 3412.038818
	Iteration 11F: 3 clusters Score -4423830 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -4425330.000000 Penalty: 3412.038818
	Iteration 12F: 3 clusters Score -4425330 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4426927.500000 Penalty: 3412.038818
	Iteration 13F: 3 clusters Score -4426928 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4428275.500000 Penalty: 3412.038818
	Iteration 14Q: 3 clusters Score -4428276 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4429391.000000 Penalty: 3412.038818
	Iteration 15Q: 3 clusters Score -4429391 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4430261.000000 Penalty: 3412.038818
	Iteration 16Q: 3 clusters Score -4430261 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4430858.000000 Penalty: 3412.038818
	Iteration 17Q: 3 clusters Score -4430858 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4431326.000000 Penalty: 3412.038818
	Iteration 18Q: 3 clusters Score -4431326 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4431677.000000 Penalty: 3412.038818
	Iteration 19Q: 3 clusters Score -4431677 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4431942.500000 Penalty: 3412.038818
	Iteration 20F: 3 clusters Score -4431942 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4432180.000000 Penalty: 3412.038818
	Iteration 21Q: 3 clusters Score -4432180 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4432357.000000 Penalty: 3412.038818
	Iteration 22Q: 3 clusters Score -4432357 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4432499.500000 Penalty: 3412.038818
	Iteration 23Q: 3 clusters Score -4432500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4432573.000000 Penalty: 3412.038818
	Iteration 24Q: 3 clusters Score -4432573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4432619.000000 Penalty: 3412.038818
	Iteration 25Q: 3 clusters Score -4432619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4432637.000000 Penalty: 3412.038818
	Iteration 26Q: 3 clusters Score -4432637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4432664.000000 Penalty: 3412.038818
	Iteration 27Q: 3 clusters Score -4432664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4432666.000000 Penalty: 3412.038818
	Iteration 28Q: 3 clusters Score -4432666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4432675.500000 Penalty: 3412.038818
	Iteration 29Q: 3 clusters Score -4432676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4432674.000000 Penalty: 3412.038818
	Iteration 30Q: 3 clusters Score -4432674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4432676.500000 Penalty: 3412.038818
	Iteration 31Q: 3 clusters Score -4432676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4432681.500000 Penalty: 3412.038818
	Iteration 32Q: 3 clusters Score -4432682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4432679.500000 Penalty: 3412.038818
	Iteration 33Q: 3 clusters Score -4432680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4432684.000000 Penalty: 3412.038818
	Iteration 34Q: 3 clusters Score -4432684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4432683.000000 Penalty: 3412.038818
	Iteration 35Q: 3 clusters Score -4432683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4432686.500000 Penalty: 3412.038818
	Iteration 36Q: 3 clusters Score -4432686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4432683.000000 Penalty: 3412.038818
	Iteration 37Q: 3 clusters Score -4432683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4432684.500000 Penalty: 3412.038818
	Iteration 38Q: 3 clusters Score -4432684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4432683.500000 Penalty: 3412.038818
	Iteration 39Q: 3 clusters Score -4432684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4432684.000000 Penalty: 3412.038818
	Iteration 40F: 3 clusters Score -4432684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4432683.500000 Penalty: 3412.038818
	Iteration 41Q: 3 clusters Score -4432684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4432685.500000 Penalty: 3412.038818
	Iteration 42Q: 3 clusters Score -4432686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4432687.000000 Penalty: 3412.038818
	Iteration 43Q: 3 clusters Score -4432687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4432687.000000 Penalty: 3412.038818
	Iteration 44F: 3 clusters Score -4432687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Entering Unmasked Estep 
Score: -8595013.000000 Penalty: 1806.078003
	Iteration 0F: 2 clusters Score -8595013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8550851.000000 Penalty: 3612.156006
	Iteration 0F: 3 clusters Score -8550851 nChanged 31930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -8569102.000000 Penalty: 3612.156006
	Iteration 1F: 3 clusters Score -8569102 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -8569840.000000 Penalty: 3612.156006
	Iteration 2Q: 3 clusters Score -8569840 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -8571018.000000 Penalty: 3612.156006
	Iteration 3Q: 3 clusters Score -8571018 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -8573005.000000 Penalty: 3612.156006
	Iteration 4F: 3 clusters Score -8573005 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8576155.000000 Penalty: 3612.156006
	Iteration 5F: 3 clusters Score -8576155 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -8580670.000000 Penalty: 3612.156006
	Iteration 6F: 3 clusters Score -8580670 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8585276.000000 Penalty: 3612.156006
	Iteration 7F: 3 clusters Score -8585276 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -8588718.000000 Penalty: 3612.156006
	Iteration 8F: 3 clusters Score -8588718 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8590822.000000 Penalty: 3612.156006
	Iteration 9Q: 3 clusters Score -8590822 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8591853.000000 Penalty: 3612.156006
	Iteration 10Q: 3 clusters Score -8591853 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8592307.000000 Penalty: 3612.156006
	Iteration 11Q: 3 clusters Score -8592307 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8592533.000000 Penalty: 3612.156006
	Iteration 12Q: 3 clusters Score -8592533 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8592618.000000 Penalty: 3612.156006
	Iteration 13Q: 3 clusters Score -8592618 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8592718.000000 Penalty: 3612.156006
	Iteration 14Q: 3 clusters Score -8592718 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8592812.000000 Penalty: 3612.156006
	Iteration 15Q: 3 clusters Score -8592812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8592860.000000 Penalty: 3612.156006
	Iteration 16Q: 3 clusters Score -8592860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8592935.000000 Penalty: 3612.156006
	Iteration 17Q: 3 clusters Score -8592935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8593002.000000 Penalty: 3612.156006
	Iteration 18Q: 3 clusters Score -8593002 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8593036.000000 Penalty: 3612.156006
	Iteration 19Q: 3 clusters Score -8593036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8593057.000000 Penalty: 3612.156006
	Iteration 20F: 3 clusters Score -8593057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8593116.000000 Penalty: 3612.156006
	Iteration 21Q: 3 clusters Score -8593116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8593136.000000 Penalty: 3612.156006
	Iteration 22Q: 3 clusters Score -8593136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8593158.000000 Penalty: 3612.156006
	Iteration 23Q: 3 clusters Score -8593158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8593180.000000 Penalty: 3612.156006
	Iteration 24Q: 3 clusters Score -8593180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8593196.000000 Penalty: 3612.156006
	Iteration 25Q: 3 clusters Score -8593196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8593212.000000 Penalty: 3612.156006
	Iteration 26Q: 3 clusters Score -8593212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8593226.000000 Penalty: 3612.156006
	Iteration 27Q: 3 clusters Score -8593226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8593253.000000 Penalty: 3612.156006
	Iteration 28Q: 3 clusters Score -8593253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8593261.000000 Penalty: 3612.156006
	Iteration 29Q: 3 clusters Score -8593261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8593280.000000 Penalty: 3612.156006
	Iteration 30Q: 3 clusters Score -8593280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8593298.000000 Penalty: 3612.156006
	Iteration 31Q: 3 clusters Score -8593298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8593304.000000 Penalty: 3612.156006
	Iteration 32Q: 3 clusters Score -8593304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8593310.000000 Penalty: 3612.156006
	Iteration 33Q: 3 clusters Score -8593310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8593321.000000 Penalty: 3612.156006
	Iteration 34Q: 3 clusters Score -8593321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8593324.000000 Penalty: 3612.156006
	Iteration 35Q: 3 clusters Score -8593324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8593328.000000 Penalty: 3612.156006
	Iteration 36Q: 3 clusters Score -8593328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8593325.000000 Penalty: 3612.156006
	Iteration 37Q: 3 clusters Score -8593325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8593337.000000 Penalty: 3612.156006
	Iteration 38Q: 3 clusters Score -8593337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8593333.000000 Penalty: 3612.156006
	Iteration 39Q: 3 clusters Score -8593333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8593350.000000 Penalty: 3612.156006
	Iteration 40F: 3 clusters Score -8593350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8593348.000000 Penalty: 3612.156006
	Iteration 41Q: 3 clusters Score -8593348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8593353.000000 Penalty: 3612.156006
	Iteration 42Q: 3 clusters Score -8593353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8593355.000000 Penalty: 3612.156006
	Iteration 43Q: 3 clusters Score -8593355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8593359.000000 Penalty: 3612.156006
	Iteration 44Q: 3 clusters Score -8593359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8593358.000000 Penalty: 3612.156006
	Iteration 45Q: 3 clusters Score -8593358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8593360.000000 Penalty: 3612.156006
	Iteration 46Q: 3 clusters Score -8593360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8593360.000000 Penalty: 3612.156006
	Iteration 47Q: 3 clusters Score -8593360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8593358.000000 Penalty: 3612.156006
	Iteration 48Q: 3 clusters Score -8593358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8593360.000000 Penalty: 3612.156006
	Iteration 49Q: 3 clusters Score -8593360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8593368.000000 Penalty: 3612.156006
	Iteration 50Q: 3 clusters Score -8593368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8593370.000000 Penalty: 3612.156006
	Iteration 51Q: 3 clusters Score -8593370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8593367.000000 Penalty: 3612.156006
	Iteration 52Q: 3 clusters Score -8593367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8593362.000000 Penalty: 3612.156006
	Iteration 53Q: 3 clusters Score -8593362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8593372.000000 Penalty: 3612.156006
	Iteration 54Q: 3 clusters Score -8593372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8593365.000000 Penalty: 3612.156006
	Iteration 55Q: 3 clusters Score -8593365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8593366.000000 Penalty: 3612.156006
	Iteration 56Q: 3 clusters Score -8593366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8593369.000000 Penalty: 3612.156006
	Iteration 57Q: 3 clusters Score -8593369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8593366.000000 Penalty: 3612.156006
	Iteration 58Q: 3 clusters Score -8593366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8593370.000000 Penalty: 3612.156006
	Iteration 59Q: 3 clusters Score -8593370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8593368.000000 Penalty: 3612.156006
	Iteration 60F: 3 clusters Score -8593368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8593372.000000 Penalty: 3612.156006
	Iteration 61Q: 3 clusters Score -8593372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8593368.000000 Penalty: 3612.156006
	Iteration 62Q: 3 clusters Score -8593368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8593371.000000 Penalty: 3612.156006
	Iteration 63Q: 3 clusters Score -8593371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8593373.000000 Penalty: 3612.156006
	Iteration 64Q: 3 clusters Score -8593373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8593373.000000 Penalty: 3612.156006
	Iteration 65F: 3 clusters Score -8593373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21231.515625 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21231.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21704.628906 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21704.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21812.246094 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21812.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21847.980469 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21847.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21873.521484 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21873.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21889.953125 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21889.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21898.568359 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21898.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21902.195312 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21909.603516 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -21909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21943.185547 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21943.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21985.001953 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22001.191406 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -22001.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22011.132812 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -22011.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22014.148438 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -22014.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22015.031250 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -22015.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22015.031250 Penalty: 1871.643066
	Iteration 15F: 3 clusters Score -22015.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79873 members 
Mstep: Class 14 contains 61150 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86071 members 
Mstep: Class 18 contains 100 members 
Entering Unmasked Estep 
Score: -61629692.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61630736.000000 to -61629692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -121240.921875 Penalty: 1117.560547
	Iteration 0F: 2 clusters Score -121240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119819.820312 Penalty: 2235.121094
	Iteration 0F: 3 clusters Score -119819.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120052.968750 Penalty: 2235.121094
	Iteration 1F: 3 clusters Score -120053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120098.703125 Penalty: 2235.121094
	Iteration 2F: 3 clusters Score -120098.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120123.835938 Penalty: 2235.121094
	Iteration 3Q: 3 clusters Score -120123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120131.578125 Penalty: 2235.121094
	Iteration 4Q: 3 clusters Score -120131.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120135.976562 Penalty: 2235.121094
	Iteration 5Q: 3 clusters Score -120136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120140.992188 Penalty: 2235.121094
	Iteration 6Q: 3 clusters Score -120141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120146.312500 Penalty: 2235.121094
	Iteration 7Q: 3 clusters Score -120146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120151.648438 Penalty: 2235.121094
	Iteration 8Q: 3 clusters Score -120151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120155.820312 Penalty: 2235.121094
	Iteration 9Q: 3 clusters Score -120155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120160.085938 Penalty: 2235.121094
	Iteration 10Q: 3 clusters Score -120160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120168.906250 Penalty: 2235.121094
	Iteration 11Q: 3 clusters Score -120168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120173.351562 Penalty: 2235.121094
	Iteration 12Q: 3 clusters Score -120173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120174.718750 Penalty: 2235.121094
	Iteration 13Q: 3 clusters Score -120174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120176.843750 Penalty: 2235.121094
	Iteration 14Q: 3 clusters Score -120176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120177.312500 Penalty: 2235.121094
	Iteration 15Q: 3 clusters Score -120177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120177.312500 Penalty: 2235.121094
	Iteration 16F: 3 clusters Score -120177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Entering Unmasked Estep 
Score: -2813792.000000 Penalty: 1625.996826
	Iteration 0F: 2 clusters Score -2813792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2798620.750000 Penalty: 3251.993652
	Iteration 0F: 3 clusters Score -2798621 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2804094.000000 Penalty: 3251.993652
	Iteration 1F: 3 clusters Score -2804094 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2804452.750000 Penalty: 3251.993652
	Iteration 2Q: 3 clusters Score -2804453 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2804814.750000 Penalty: 3251.993652
	Iteration 3Q: 3 clusters Score -2804815 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2805317.250000 Penalty: 3251.993652
	Iteration 4Q: 3 clusters Score -2805317 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2806018.250000 Penalty: 3251.993652
	Iteration 5F: 3 clusters Score -2806018 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2806982.000000 Penalty: 3251.993652
	Iteration 6F: 3 clusters Score -2806982 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2808298.500000 Penalty: 3251.993652
	Iteration 7F: 3 clusters Score -2808298 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2809642.500000 Penalty: 3251.993652
	Iteration 8F: 3 clusters Score -2809642 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2810828.750000 Penalty: 3251.993652
	Iteration 9F: 3 clusters Score -2810829 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2811574.500000 Penalty: 3251.993652
	Iteration 10Q: 3 clusters Score -2811574 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2811945.750000 Penalty: 3251.993652
	Iteration 11Q: 3 clusters Score -2811946 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2812160.250000 Penalty: 3251.993652
	Iteration 12Q: 3 clusters Score -2812160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2812261.250000 Penalty: 3251.993652
	Iteration 13Q: 3 clusters Score -2812261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2812306.750000 Penalty: 3251.993652
	Iteration 14Q: 3 clusters Score -2812307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2812344.250000 Penalty: 3251.993652
	Iteration 15Q: 3 clusters Score -2812344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2812362.750000 Penalty: 3251.993652
	Iteration 16Q: 3 clusters Score -2812363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2812379.250000 Penalty: 3251.993652
	Iteration 17Q: 3 clusters Score -2812379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2812394.250000 Penalty: 3251.993652
	Iteration 18Q: 3 clusters Score -2812394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2812398.250000 Penalty: 3251.993652
	Iteration 19Q: 3 clusters Score -2812398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2812397.000000 Penalty: 3251.993652
	Iteration 20F: 3 clusters Score -2812397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Entering Unmasked Estep 
Score: -3890124.500000 Penalty: 1678.119751
	Iteration 0F: 2 clusters Score -3890124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3869666.750000 Penalty: 3356.239502
	Iteration 0F: 3 clusters Score -3869667 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3877590.750000 Penalty: 3356.239502
	Iteration 1F: 3 clusters Score -3877591 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3878040.750000 Penalty: 3356.239502
	Iteration 2Q: 3 clusters Score -3878041 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3878599.250000 Penalty: 3356.239502
	Iteration 3Q: 3 clusters Score -3878599 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3879336.000000 Penalty: 3356.239502
	Iteration 4Q: 3 clusters Score -3879336 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3880349.250000 Penalty: 3356.239502
	Iteration 5F: 3 clusters Score -3880349 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3881687.750000 Penalty: 3356.239502
	Iteration 6F: 3 clusters Score -3881688 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3883310.500000 Penalty: 3356.239502
	Iteration 7F: 3 clusters Score -3883310 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3884945.000000 Penalty: 3356.239502
	Iteration 8F: 3 clusters Score -3884945 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3886239.750000 Penalty: 3356.239502
	Iteration 9Q: 3 clusters Score -3886240 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3887122.000000 Penalty: 3356.239502
	Iteration 10Q: 3 clusters Score -3887122 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3887631.750000 Penalty: 3356.239502
	Iteration 11Q: 3 clusters Score -3887632 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3887949.250000 Penalty: 3356.239502
	Iteration 12Q: 3 clusters Score -3887949 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3888172.250000 Penalty: 3356.239502
	Iteration 13Q: 3 clusters Score -3888172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3888312.750000 Penalty: 3356.239502
	Iteration 14Q: 3 clusters Score -3888313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3888411.000000 Penalty: 3356.239502
	Iteration 15Q: 3 clusters Score -3888411 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3888474.750000 Penalty: 3356.239502
	Iteration 16Q: 3 clusters Score -3888475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3888530.250000 Penalty: 3356.239502
	Iteration 17Q: 3 clusters Score -3888530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3888571.750000 Penalty: 3356.239502
	Iteration 18Q: 3 clusters Score -3888572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3888602.500000 Penalty: 3356.239502
	Iteration 19Q: 3 clusters Score -3888602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3888618.500000 Penalty: 3356.239502
	Iteration 20F: 3 clusters Score -3888618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3888632.000000 Penalty: 3356.239502
	Iteration 21Q: 3 clusters Score -3888632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3888646.500000 Penalty: 3356.239502
	Iteration 22Q: 3 clusters Score -3888646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3888659.250000 Penalty: 3356.239502
	Iteration 23Q: 3 clusters Score -3888659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3888672.500000 Penalty: 3356.239502
	Iteration 24Q: 3 clusters Score -3888672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3888679.750000 Penalty: 3356.239502
	Iteration 25Q: 3 clusters Score -3888680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3888685.250000 Penalty: 3356.239502
	Iteration 26Q: 3 clusters Score -3888685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3888691.500000 Penalty: 3356.239502
	Iteration 27Q: 3 clusters Score -3888692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3888697.000000 Penalty: 3356.239502
	Iteration 28Q: 3 clusters Score -3888697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3888702.500000 Penalty: 3356.239502
	Iteration 29Q: 3 clusters Score -3888702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3888703.500000 Penalty: 3356.239502
	Iteration 30Q: 3 clusters Score -3888704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3888700.500000 Penalty: 3356.239502
	Iteration 31Q: 3 clusters Score -3888700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3888700.500000 Penalty: 3356.239502
	Iteration 32F: 3 clusters Score -3888700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Entering Unmasked Estep 
Score: -10191695.000000 Penalty: 1834.331299
	Iteration 0F: 2 clusters Score -1.01917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -10140082.000000 Penalty: 3668.662598
	Iteration 0F: 3 clusters Score -1.014008e+07 nChanged 38211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -10163391.000000 Penalty: 3668.662598
	Iteration 1F: 3 clusters Score -1.016339e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -10165501.000000 Penalty: 3668.662598
	Iteration 2Q: 3 clusters Score -1.01655e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -10168306.000000 Penalty: 3668.662598
	Iteration 3F: 3 clusters Score -1.016831e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -10171761.000000 Penalty: 3668.662598
	Iteration 4F: 3 clusters Score -1.017176e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -10175925.000000 Penalty: 3668.662598
	Iteration 5F: 3 clusters Score -1.017592e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -10180342.000000 Penalty: 3668.662598
	Iteration 6F: 3 clusters Score -1.018034e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -10184533.000000 Penalty: 3668.662598
	Iteration 7F: 3 clusters Score -1.018453e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -10187258.000000 Penalty: 3668.662598
	Iteration 8F: 3 clusters Score -1.018726e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -10188502.000000 Penalty: 3668.662598
	Iteration 9Q: 3 clusters Score -1.01885e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -10189135.000000 Penalty: 3668.662598
	Iteration 10Q: 3 clusters Score -1.018914e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -10189362.000000 Penalty: 3668.662598
	Iteration 11Q: 3 clusters Score -1.018936e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -10189530.000000 Penalty: 3668.662598
	Iteration 12Q: 3 clusters Score -1.018953e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -10189671.000000 Penalty: 3668.662598
	Iteration 13Q: 3 clusters Score -1.018967e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -10189757.000000 Penalty: 3668.662598
	Iteration 14Q: 3 clusters Score -1.018976e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -10189783.000000 Penalty: 3668.662598
	Iteration 15Q: 3 clusters Score -1.018978e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -10189804.000000 Penalty: 3668.662598
	Iteration 16Q: 3 clusters Score -1.01898e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -10189877.000000 Penalty: 3668.662598
	Iteration 17Q: 3 clusters Score -1.018988e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -10189934.000000 Penalty: 3668.662598
	Iteration 18Q: 3 clusters Score -1.018993e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -10189939.000000 Penalty: 3668.662598
	Iteration 19Q: 3 clusters Score -1.018994e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -10189949.000000 Penalty: 3668.662598
	Iteration 20F: 3 clusters Score -1.018995e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -10189951.000000 Penalty: 3668.662598
	Iteration 21Q: 3 clusters Score -1.018995e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -10189947.000000 Penalty: 3668.662598
	Iteration 22Q: 3 clusters Score -1.018995e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -10189972.000000 Penalty: 3668.662598
	Iteration 23Q: 3 clusters Score -1.018997e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -10189947.000000 Penalty: 3668.662598
	Iteration 24Q: 3 clusters Score -1.018995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -10189947.000000 Penalty: 3668.662598
	Iteration 25Q: 3 clusters Score -1.018995e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -10189975.000000 Penalty: 3668.662598
	Iteration 26Q: 3 clusters Score -1.018998e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -10190021.000000 Penalty: 3668.662598
	Iteration 27Q: 3 clusters Score -1.019002e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -10190036.000000 Penalty: 3668.662598
	Iteration 28Q: 3 clusters Score -1.019004e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -10190038.000000 Penalty: 3668.662598
	Iteration 29Q: 3 clusters Score -1.019004e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -10190033.000000 Penalty: 3668.662598
	Iteration 30Q: 3 clusters Score -1.019003e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -10190030.000000 Penalty: 3668.662598
	Iteration 31Q: 3 clusters Score -1.019003e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -10190042.000000 Penalty: 3668.662598
	Iteration 32Q: 3 clusters Score -1.019004e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -10190061.000000 Penalty: 3668.662598
	Iteration 33Q: 3 clusters Score -1.019006e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -10190065.000000 Penalty: 3668.662598
	Iteration 34Q: 3 clusters Score -1.019006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -10190069.000000 Penalty: 3668.662598
	Iteration 35Q: 3 clusters Score -1.019007e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -10190101.000000 Penalty: 3668.662598
	Iteration 36Q: 3 clusters Score -1.01901e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -10190118.000000 Penalty: 3668.662598
	Iteration 37Q: 3 clusters Score -1.019012e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -10190121.000000 Penalty: 3668.662598
	Iteration 38Q: 3 clusters Score -1.019012e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -10190127.000000 Penalty: 3668.662598
	Iteration 39Q: 3 clusters Score -1.019013e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -10190157.000000 Penalty: 3668.662598
	Iteration 40F: 3 clusters Score -1.019016e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -10190173.000000 Penalty: 3668.662598
	Iteration 41Q: 3 clusters Score -1.019017e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -10190182.000000 Penalty: 3668.662598
	Iteration 42Q: 3 clusters Score -1.019018e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -10190200.000000 Penalty: 3668.662598
	Iteration 43Q: 3 clusters Score -1.01902e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -10190240.000000 Penalty: 3668.662598
	Iteration 44Q: 3 clusters Score -1.019024e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -10190269.000000 Penalty: 3668.662598
	Iteration 45Q: 3 clusters Score -1.019027e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -10190292.000000 Penalty: 3668.662598
	Iteration 46Q: 3 clusters Score -1.019029e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -10190333.000000 Penalty: 3668.662598
	Iteration 47Q: 3 clusters Score -1.019033e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -10190351.000000 Penalty: 3668.662598
	Iteration 48Q: 3 clusters Score -1.019035e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -10190372.000000 Penalty: 3668.662598
	Iteration 49Q: 3 clusters Score -1.019037e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10190395.000000 Penalty: 3668.662598
	Iteration 50Q: 3 clusters Score -1.01904e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -10190435.000000 Penalty: 3668.662598
	Iteration 51Q: 3 clusters Score -1.019044e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -10190454.000000 Penalty: 3668.662598
	Iteration 52Q: 3 clusters Score -1.019045e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -10190446.000000 Penalty: 3668.662598
	Iteration 53Q: 3 clusters Score -1.019045e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -10190420.000000 Penalty: 3668.662598
	Iteration 54Q: 3 clusters Score -1.019042e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -10190452.000000 Penalty: 3668.662598
	Iteration 55Q: 3 clusters Score -1.019045e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10190467.000000 Penalty: 3668.662598
	Iteration 56Q: 3 clusters Score -1.019047e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -10190495.000000 Penalty: 3668.662598
	Iteration 57Q: 3 clusters Score -1.01905e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -10190496.000000 Penalty: 3668.662598
	Iteration 58Q: 3 clusters Score -1.01905e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -10190525.000000 Penalty: 3668.662598
	Iteration 59Q: 3 clusters Score -1.019052e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -10190549.000000 Penalty: 3668.662598
	Iteration 60F: 3 clusters Score -1.019055e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -10190601.000000 Penalty: 3668.662598
	Iteration 61Q: 3 clusters Score -1.01906e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -10190601.000000 Penalty: 3668.662598
	Iteration 62Q: 3 clusters Score -1.01906e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -10190630.000000 Penalty: 3668.662598
	Iteration 63Q: 3 clusters Score -1.019063e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -10190660.000000 Penalty: 3668.662598
	Iteration 64Q: 3 clusters Score -1.019066e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -10190701.000000 Penalty: 3668.662598
	Iteration 65Q: 3 clusters Score -1.01907e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -10190752.000000 Penalty: 3668.662598
	Iteration 66Q: 3 clusters Score -1.019075e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -10190838.000000 Penalty: 3668.662598
	Iteration 67Q: 3 clusters Score -1.019084e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -10190921.000000 Penalty: 3668.662598
	Iteration 68Q: 3 clusters Score -1.019092e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -10190973.000000 Penalty: 3668.662598
	Iteration 69Q: 3 clusters Score -1.019097e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -10190985.000000 Penalty: 3668.662598
	Iteration 70Q: 3 clusters Score -1.019098e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -10191020.000000 Penalty: 3668.662598
	Iteration 71Q: 3 clusters Score -1.019102e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -10191108.000000 Penalty: 3668.662598
	Iteration 72Q: 3 clusters Score -1.019111e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -10191107.000000 Penalty: 3668.662598
	Iteration 73Q: 3 clusters Score -1.019111e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -10191135.000000 Penalty: 3668.662598
	Iteration 74Q: 3 clusters Score -1.019114e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -10191184.000000 Penalty: 3668.662598
	Iteration 75Q: 3 clusters Score -1.019118e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -10191289.000000 Penalty: 3668.662598
	Iteration 76Q: 3 clusters Score -1.019129e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -10191322.000000 Penalty: 3668.662598
	Iteration 77Q: 3 clusters Score -1.019132e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -10191393.000000 Penalty: 3668.662598
	Iteration 78Q: 3 clusters Score -1.019139e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -10191425.000000 Penalty: 3668.662598
	Iteration 79Q: 3 clusters Score -1.019142e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -10191466.000000 Penalty: 3668.662598
	Iteration 80F: 3 clusters Score -1.019147e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -10191498.000000 Penalty: 3668.662598
	Iteration 81Q: 3 clusters Score -1.01915e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -10191531.000000 Penalty: 3668.662598
	Iteration 82Q: 3 clusters Score -1.019153e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -10191616.000000 Penalty: 3668.662598
	Iteration 83Q: 3 clusters Score -1.019162e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -10191610.000000 Penalty: 3668.662598
	Iteration 84Q: 3 clusters Score -1.019161e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -10191679.000000 Penalty: 3668.662598
	Iteration 85Q: 3 clusters Score -1.019168e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -10191681.000000 Penalty: 3668.662598
	Iteration 86Q: 3 clusters Score -1.019168e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -10191716.000000 Penalty: 3668.662598
	Iteration 87Q: 3 clusters Score -1.019172e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -10191757.000000 Penalty: 3668.662598
	Iteration 88Q: 3 clusters Score -1.019176e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -10191779.000000 Penalty: 3668.662598
	Iteration 89Q: 3 clusters Score -1.019178e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -10191799.000000 Penalty: 3668.662598
	Iteration 90Q: 3 clusters Score -1.01918e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -10191760.000000 Penalty: 3668.662598
	Iteration 91Q: 3 clusters Score -1.019176e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -10191767.000000 Penalty: 3668.662598
	Iteration 92Q: 3 clusters Score -1.019177e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -10191799.000000 Penalty: 3668.662598
	Iteration 93Q: 3 clusters Score -1.01918e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -10191764.000000 Penalty: 3668.662598
	Iteration 94Q: 3 clusters Score -1.019176e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -10191756.000000 Penalty: 3668.662598
	Iteration 95Q: 3 clusters Score -1.019176e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -10191738.000000 Penalty: 3668.662598
	Iteration 96Q: 3 clusters Score -1.019174e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -10191753.000000 Penalty: 3668.662598
	Iteration 97Q: 3 clusters Score -1.019175e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -10191763.000000 Penalty: 3668.662598
	Iteration 98Q: 3 clusters Score -1.019176e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -10191735.000000 Penalty: 3668.662598
	Iteration 99Q: 3 clusters Score -1.019174e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10191704.000000 Penalty: 3668.662598
	Iteration 100F: 3 clusters Score -1.01917e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -10191660.000000 Penalty: 3668.662598
	Iteration 101Q: 3 clusters Score -1.019166e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10191647.000000 Penalty: 3668.662598
	Iteration 102Q: 3 clusters Score -1.019165e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10191651.000000 Penalty: 3668.662598
	Iteration 103Q: 3 clusters Score -1.019165e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10191643.000000 Penalty: 3668.662598
	Iteration 104Q: 3 clusters Score -1.019164e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10191616.000000 Penalty: 3668.662598
	Iteration 105Q: 3 clusters Score -1.019162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10191589.000000 Penalty: 3668.662598
	Iteration 106Q: 3 clusters Score -1.019159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -10191567.000000 Penalty: 3668.662598
	Iteration 107Q: 3 clusters Score -1.019157e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -10191528.000000 Penalty: 3668.662598
	Iteration 108Q: 3 clusters Score -1.019153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -10191543.000000 Penalty: 3668.662598
	Iteration 109Q: 3 clusters Score -1.019154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10191496.000000 Penalty: 3668.662598
	Iteration 110Q: 3 clusters Score -1.01915e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10191481.000000 Penalty: 3668.662598
	Iteration 111Q: 3 clusters Score -1.019148e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10191485.000000 Penalty: 3668.662598
	Iteration 112Q: 3 clusters Score -1.019148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10191469.000000 Penalty: 3668.662598
	Iteration 113Q: 3 clusters Score -1.019147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10191443.000000 Penalty: 3668.662598
	Iteration 114Q: 3 clusters Score -1.019144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10191430.000000 Penalty: 3668.662598
	Iteration 115Q: 3 clusters Score -1.019143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10191426.000000 Penalty: 3668.662598
	Iteration 116Q: 3 clusters Score -1.019143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10191414.000000 Penalty: 3668.662598
	Iteration 117Q: 3 clusters Score -1.019141e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -10191414.000000 Penalty: 3668.662598
	Iteration 118Q: 3 clusters Score -1.019141e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10191410.000000 Penalty: 3668.662598
	Iteration 119Q: 3 clusters Score -1.019141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10191399.000000 Penalty: 3668.662598
	Iteration 120F: 3 clusters Score -1.01914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10191406.000000 Penalty: 3668.662598
	Iteration 121Q: 3 clusters Score -1.019141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10191389.000000 Penalty: 3668.662598
	Iteration 122Q: 3 clusters Score -1.019139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -10191390.000000 Penalty: 3668.662598
	Iteration 123Q: 3 clusters Score -1.019139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10191381.000000 Penalty: 3668.662598
	Iteration 124Q: 3 clusters Score -1.019138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10191378.000000 Penalty: 3668.662598
	Iteration 125Q: 3 clusters Score -1.019138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10191377.000000 Penalty: 3668.662598
	Iteration 126Q: 3 clusters Score -1.019138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -10191377.000000 Penalty: 3668.662598
	Iteration 127Q: 3 clusters Score -1.019138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10191364.000000 Penalty: 3668.662598
	Iteration 128Q: 3 clusters Score -1.019136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10191374.000000 Penalty: 3668.662598
	Iteration 129Q: 3 clusters Score -1.019137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -10191371.000000 Penalty: 3668.662598
	Iteration 130Q: 3 clusters Score -1.019137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10191368.000000 Penalty: 3668.662598
	Iteration 131Q: 3 clusters Score -1.019137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10191360.000000 Penalty: 3668.662598
	Iteration 132Q: 3 clusters Score -1.019136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10191354.000000 Penalty: 3668.662598
	Iteration 133Q: 3 clusters Score -1.019135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10191342.000000 Penalty: 3668.662598
	Iteration 134Q: 3 clusters Score -1.019134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10191346.000000 Penalty: 3668.662598
	Iteration 135Q: 3 clusters Score -1.019135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10191341.000000 Penalty: 3668.662598
	Iteration 136Q: 3 clusters Score -1.019134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -10191342.000000 Penalty: 3668.662598
	Iteration 137Q: 3 clusters Score -1.019134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10191340.000000 Penalty: 3668.662598
	Iteration 138Q: 3 clusters Score -1.019134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10191343.000000 Penalty: 3668.662598
	Iteration 139Q: 3 clusters Score -1.019134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -10191346.000000 Penalty: 3668.662598
	Iteration 140F: 3 clusters Score -1.019135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -10191333.000000 Penalty: 3668.662598
	Iteration 141Q: 3 clusters Score -1.019133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10191329.000000 Penalty: 3668.662598
	Iteration 142Q: 3 clusters Score -1.019133e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10191328.000000 Penalty: 3668.662598
	Iteration 143Q: 3 clusters Score -1.019133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10191334.000000 Penalty: 3668.662598
	Iteration 144Q: 3 clusters Score -1.019133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10191331.000000 Penalty: 3668.662598
	Iteration 145Q: 3 clusters Score -1.019133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10191309.000000 Penalty: 3668.662598
	Iteration 146Q: 3 clusters Score -1.019131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10191308.000000 Penalty: 3668.662598
	Iteration 147Q: 3 clusters Score -1.019131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -10191317.000000 Penalty: 3668.662598
	Iteration 148Q: 3 clusters Score -1.019132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10191309.000000 Penalty: 3668.662598
	Iteration 149Q: 3 clusters Score -1.019131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10191307.000000 Penalty: 3668.662598
	Iteration 150Q: 3 clusters Score -1.019131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10191312.000000 Penalty: 3668.662598
	Iteration 151Q: 3 clusters Score -1.019131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10191307.000000 Penalty: 3668.662598
	Iteration 152Q: 3 clusters Score -1.019131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10191307.000000 Penalty: 3668.662598
	Iteration 153F: 3 clusters Score -1.019131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Entering Unmasked Estep 
Score: -7790936.000000 Penalty: 1790.926270
	Iteration 0F: 2 clusters Score -7790936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7750312.500000 Penalty: 3581.852539
	Iteration 0F: 3 clusters Score -7750312 nChanged 28876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -7766196.500000 Penalty: 3581.852539
	Iteration 1F: 3 clusters Score -7766196 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -7766526.500000 Penalty: 3581.852539
	Iteration 2Q: 3 clusters Score -7766526 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -7766912.500000 Penalty: 3581.852539
	Iteration 3Q: 3 clusters Score -7766912 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7767378.500000 Penalty: 3581.852539
	Iteration 4Q: 3 clusters Score -7767378 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -7767898.500000 Penalty: 3581.852539
	Iteration 5Q: 3 clusters Score -7767898 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -7768644.000000 Penalty: 3581.852539
	Iteration 6Q: 3 clusters Score -7768644 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -7769560.000000 Penalty: 3581.852539
	Iteration 7Q: 3 clusters Score -7769560 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -7770904.000000 Penalty: 3581.852539
	Iteration 8Q: 3 clusters Score -7770904 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7772865.500000 Penalty: 3581.852539
	Iteration 9F: 3 clusters Score -7772866 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -7775985.500000 Penalty: 3581.852539
	Iteration 10F: 3 clusters Score -7775986 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -7779894.000000 Penalty: 3581.852539
	Iteration 11F: 3 clusters Score -7779894 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7783690.500000 Penalty: 3581.852539
	Iteration 12F: 3 clusters Score -7783690 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7786397.000000 Penalty: 3581.852539
	Iteration 13Q: 3 clusters Score -7786397 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7787992.500000 Penalty: 3581.852539
	Iteration 14Q: 3 clusters Score -7787992 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7788731.000000 Penalty: 3581.852539
	Iteration 15Q: 3 clusters Score -7788731 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7789059.500000 Penalty: 3581.852539
	Iteration 16Q: 3 clusters Score -7789060 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7789243.500000 Penalty: 3581.852539
	Iteration 17Q: 3 clusters Score -7789244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7789332.000000 Penalty: 3581.852539
	Iteration 18Q: 3 clusters Score -7789332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7789386.500000 Penalty: 3581.852539
	Iteration 19Q: 3 clusters Score -7789386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7789405.000000 Penalty: 3581.852539
	Iteration 20F: 3 clusters Score -7789405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7789414.000000 Penalty: 3581.852539
	Iteration 21Q: 3 clusters Score -7789414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7789423.000000 Penalty: 3581.852539
	Iteration 22Q: 3 clusters Score -7789423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7789418.500000 Penalty: 3581.852539
	Iteration 23Q: 3 clusters Score -7789418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7789417.500000 Penalty: 3581.852539
	Iteration 24Q: 3 clusters Score -7789418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7789417.500000 Penalty: 3581.852539
	Iteration 25F: 3 clusters Score -7789418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72751.250000 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72751.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71579.484375 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71579.48 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71767.085938 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71767.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71819.789062 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71819.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71851.359375 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71851.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71872.757812 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71872.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71893.687500 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71893.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71905.335938 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71905.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71920.562500 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71920.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71934.203125 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71945.304688 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -71945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71953.992188 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -71953.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71961.343750 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -71961.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71970.703125 Penalty: 2098.959961
	Iteration 12Q: 3 clusters Score -71970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71982.289062 Penalty: 2098.959961
	Iteration 13Q: 3 clusters Score -71982.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71992.750000 Penalty: 2098.959961
	Iteration 14Q: 3 clusters Score -71992.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -72002.406250 Penalty: 2098.959961
	Iteration 15Q: 3 clusters Score -72002.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72006.757812 Penalty: 2098.959961
	Iteration 16Q: 3 clusters Score -72006.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72021.390625 Penalty: 2098.959961
	Iteration 17Q: 3 clusters Score -72021.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72027.304688 Penalty: 2098.959961
	Iteration 18Q: 3 clusters Score -72027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72027.304688 Penalty: 2098.959961
	Iteration 19F: 3 clusters Score -72027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32961.128906 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32961.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33192.488281 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33192.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33338.304688 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33400.875000 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33400.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33444.632812 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33444.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33465.339844 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33465.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33471.570312 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33471.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33473.859375 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33473.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33478.429688 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33478.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33487.683594 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33487.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33503.140625 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33503.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33528.769531 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33528.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33533.992188 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33533.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33536.371094 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -33536.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33548.933594 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -33548.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33559.867188 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -33559.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33561.738281 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -33561.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33561.738281 Penalty: 1892.489868
	Iteration 17F: 3 clusters Score -33561.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Entering Unmasked Estep 
Score: -11046319.000000 Penalty: 1846.475708
	Iteration 0F: 2 clusters Score -1.104632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -10991511.000000 Penalty: 3692.951416
	Iteration 0F: 3 clusters Score -1.099151e+07 nChanged 41049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -11014879.000000 Penalty: 3692.951416
	Iteration 1F: 3 clusters Score -1.101488e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -11015405.000000 Penalty: 3692.951416
	Iteration 2Q: 3 clusters Score -1.10154e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -11015906.000000 Penalty: 3692.951416
	Iteration 3Q: 3 clusters Score -1.101591e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -11016579.000000 Penalty: 3692.951416
	Iteration 4Q: 3 clusters Score -1.101658e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -11017501.000000 Penalty: 3692.951416
	Iteration 5Q: 3 clusters Score -1.10175e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -11019114.000000 Penalty: 3692.951416
	Iteration 6Q: 3 clusters Score -1.101911e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -11021593.000000 Penalty: 3692.951416
	Iteration 7F: 3 clusters Score -1.102159e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -11025073.000000 Penalty: 3692.951416
	Iteration 8F: 3 clusters Score -1.102507e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -11029532.000000 Penalty: 3692.951416
	Iteration 9F: 3 clusters Score -1.102953e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -11033570.000000 Penalty: 3692.951416
	Iteration 10F: 3 clusters Score -1.103357e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -11036472.000000 Penalty: 3692.951416
	Iteration 11Q: 3 clusters Score -1.103647e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -11038429.000000 Penalty: 3692.951416
	Iteration 12Q: 3 clusters Score -1.103843e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -11039649.000000 Penalty: 3692.951416
	Iteration 13Q: 3 clusters Score -1.103965e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -11040558.000000 Penalty: 3692.951416
	Iteration 14Q: 3 clusters Score -1.104056e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -11041387.000000 Penalty: 3692.951416
	Iteration 15Q: 3 clusters Score -1.104139e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -11042074.000000 Penalty: 3692.951416
	Iteration 16Q: 3 clusters Score -1.104207e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -11042702.000000 Penalty: 3692.951416
	Iteration 17Q: 3 clusters Score -1.10427e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -11043167.000000 Penalty: 3692.951416
	Iteration 18Q: 3 clusters Score -1.104317e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11043632.000000 Penalty: 3692.951416
	Iteration 19Q: 3 clusters Score -1.104363e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11043933.000000 Penalty: 3692.951416
	Iteration 20F: 3 clusters Score -1.104393e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11044179.000000 Penalty: 3692.951416
	Iteration 21Q: 3 clusters Score -1.104418e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11044349.000000 Penalty: 3692.951416
	Iteration 22Q: 3 clusters Score -1.104435e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11044459.000000 Penalty: 3692.951416
	Iteration 23Q: 3 clusters Score -1.104446e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11044513.000000 Penalty: 3692.951416
	Iteration 24Q: 3 clusters Score -1.104451e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11044555.000000 Penalty: 3692.951416
	Iteration 25Q: 3 clusters Score -1.104456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11044585.000000 Penalty: 3692.951416
	Iteration 26Q: 3 clusters Score -1.104458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11044624.000000 Penalty: 3692.951416
	Iteration 27Q: 3 clusters Score -1.104462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11044666.000000 Penalty: 3692.951416
	Iteration 28Q: 3 clusters Score -1.104467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11044678.000000 Penalty: 3692.951416
	Iteration 29Q: 3 clusters Score -1.104468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11044698.000000 Penalty: 3692.951416
	Iteration 30Q: 3 clusters Score -1.10447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11044715.000000 Penalty: 3692.951416
	Iteration 31Q: 3 clusters Score -1.104472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11044728.000000 Penalty: 3692.951416
	Iteration 32Q: 3 clusters Score -1.104473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11044735.000000 Penalty: 3692.951416
	Iteration 33Q: 3 clusters Score -1.104474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11044737.000000 Penalty: 3692.951416
	Iteration 34Q: 3 clusters Score -1.104474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11044743.000000 Penalty: 3692.951416
	Iteration 35Q: 3 clusters Score -1.104474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11044745.000000 Penalty: 3692.951416
	Iteration 36Q: 3 clusters Score -1.104474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11044745.000000 Penalty: 3692.951416
	Iteration 37F: 3 clusters Score -1.104474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36264 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 79873 members 
Mstep: Class 14 contains 61150 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630628.000000 Penalty: 36216.003906
Iteration 239Q: 18 clusters Score -6.163063e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65767 members 
Mstep: Class 7 contains 36258 members 
Mstep: Class 8 contains 67128 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22158 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 79950 members 
Mstep: Class 14 contains 61132 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630612.000000 Penalty: 36216.003906
Iteration 240F: 18 clusters Score -6.163061e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65764 members 
Mstep: Class 7 contains 36254 members 
Mstep: Class 8 contains 67127 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22159 members 
Mstep: Class 12 contains 30531 members 
Mstep: Class 13 contains 80033 members 
Mstep: Class 14 contains 61106 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630656.000000 Penalty: 36216.003906
Iteration 241Q: 18 clusters Score -6.163066e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65768 members 
Mstep: Class 7 contains 36254 members 
Mstep: Class 8 contains 67128 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 30533 members 
Mstep: Class 13 contains 80110 members 
Mstep: Class 14 contains 61074 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630680.000000 Penalty: 36216.003906
Iteration 242Q: 18 clusters Score -6.163068e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65770 members 
Mstep: Class 7 contains 36262 members 
Mstep: Class 8 contains 67122 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 30531 members 
Mstep: Class 13 contains 80205 members 
Mstep: Class 14 contains 61048 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630656.000000 Penalty: 36216.003906
Iteration 243Q: 18 clusters Score -6.163066e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 80308 members 
Mstep: Class 14 contains 61033 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630612.000000 Penalty: 36216.003906
Iteration 244Q: 18 clusters Score -6.163061e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65770 members 
Mstep: Class 7 contains 36276 members 
Mstep: Class 8 contains 67094 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 30532 members 
Mstep: Class 13 contains 80413 members 
Mstep: Class 14 contains 61011 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630608.000000 Penalty: 36216.003906
Iteration 245Q: 18 clusters Score -6.163061e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65764 members 
Mstep: Class 7 contains 36281 members 
Mstep: Class 8 contains 67078 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22169 members 
Mstep: Class 12 contains 30528 members 
Mstep: Class 13 contains 80504 members 
Mstep: Class 14 contains 61000 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630636.000000 Penalty: 36216.003906
Iteration 246Q: 18 clusters Score -6.163064e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65753 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 67074 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 30529 members 
Mstep: Class 13 contains 80576 members 
Mstep: Class 14 contains 60985 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630528.000000 Penalty: 36216.003906
Iteration 247Q: 18 clusters Score -6.163053e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65744 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 67066 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22178 members 
Mstep: Class 12 contains 30532 members 
Mstep: Class 13 contains 80668 members 
Mstep: Class 14 contains 60975 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630536.000000 Penalty: 36216.003906
Iteration 248Q: 18 clusters Score -6.163054e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65737 members 
Mstep: Class 7 contains 36292 members 
Mstep: Class 8 contains 67055 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22180 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 80747 members 
Mstep: Class 14 contains 60962 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630612.000000 Penalty: 36216.003906
Iteration 249Q: 18 clusters Score -6.163061e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65729 members 
Mstep: Class 7 contains 36290 members 
Mstep: Class 8 contains 67052 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22184 members 
Mstep: Class 12 contains 30533 members 
Mstep: Class 13 contains 80827 members 
Mstep: Class 14 contains 60945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630588.000000 Penalty: 36216.003906
Iteration 250Q: 18 clusters Score -6.163059e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65725 members 
Mstep: Class 7 contains 36290 members 
Mstep: Class 8 contains 67036 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22190 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 80898 members 
Mstep: Class 14 contains 60919 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630592.000000 Penalty: 36216.003906
Iteration 251Q: 18 clusters Score -6.163059e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65709 members 
Mstep: Class 7 contains 36289 members 
Mstep: Class 8 contains 67034 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 30541 members 
Mstep: Class 13 contains 80981 members 
Mstep: Class 14 contains 60905 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630720.000000 Penalty: 36216.003906
Iteration 252Q: 18 clusters Score -6.163072e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65698 members 
Mstep: Class 7 contains 36288 members 
Mstep: Class 8 contains 67031 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 22189 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 81072 members 
Mstep: Class 14 contains 60883 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630612.000000 Penalty: 36216.003906
Iteration 253Q: 18 clusters Score -6.163061e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65689 members 
Mstep: Class 7 contains 36282 members 
Mstep: Class 8 contains 67029 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 30558 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 60858 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630584.000000 Penalty: 36216.003906
Iteration 254Q: 18 clusters Score -6.163058e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65680 members 
Mstep: Class 7 contains 36284 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22190 members 
Mstep: Class 12 contains 30562 members 
Mstep: Class 13 contains 81235 members 
Mstep: Class 14 contains 60839 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630528.000000 Penalty: 36216.003906
Iteration 255Q: 18 clusters Score -6.163053e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36288 members 
Mstep: Class 8 contains 67027 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 30565 members 
Mstep: Class 13 contains 81295 members 
Mstep: Class 14 contains 60817 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630516.000000 Penalty: 36216.003906
Iteration 256Q: 18 clusters Score -6.163052e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 67028 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 30566 members 
Mstep: Class 13 contains 81353 members 
Mstep: Class 14 contains 60795 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630648.000000 Penalty: 36216.003906
Iteration 257Q: 18 clusters Score -6.163065e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65642 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 67028 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22200 members 
Mstep: Class 12 contains 30571 members 
Mstep: Class 13 contains 81412 members 
Mstep: Class 14 contains 60766 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630624.000000 Penalty: 36216.003906
Iteration 258Q: 18 clusters Score -6.163062e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65635 members 
Mstep: Class 7 contains 36299 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22204 members 
Mstep: Class 12 contains 30575 members 
Mstep: Class 13 contains 81458 members 
Mstep: Class 14 contains 60751 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630628.000000 Penalty: 36216.003906
Iteration 259Q: 18 clusters Score -6.163063e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65629 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 67025 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 22207 members 
Mstep: Class 12 contains 30581 members 
Mstep: Class 13 contains 81522 members 
Mstep: Class 14 contains 60724 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 36216.003906
Iteration 260F: 18 clusters Score -6.163046e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65627 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 67016 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22212 members 
Mstep: Class 12 contains 30591 members 
Mstep: Class 13 contains 81590 members 
Mstep: Class 14 contains 60702 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630472.000000 Penalty: 36216.003906
Iteration 261Q: 18 clusters Score -6.163047e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65632 members 
Mstep: Class 7 contains 36294 members 
Mstep: Class 8 contains 67015 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22223 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 81634 members 
Mstep: Class 14 contains 60663 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630488.000000 Penalty: 36216.003906
Iteration 262Q: 18 clusters Score -6.163049e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65640 members 
Mstep: Class 7 contains 36300 members 
Mstep: Class 8 contains 66999 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 81692 members 
Mstep: Class 14 contains 60626 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630544.000000 Penalty: 36216.003906
Iteration 263Q: 18 clusters Score -6.163054e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65646 members 
Mstep: Class 7 contains 36298 members 
Mstep: Class 8 contains 66983 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22231 members 
Mstep: Class 12 contains 30593 members 
Mstep: Class 13 contains 81729 members 
Mstep: Class 14 contains 60594 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630524.000000 Penalty: 36216.003906
Iteration 264Q: 18 clusters Score -6.163052e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65652 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 66975 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 30593 members 
Mstep: Class 13 contains 81777 members 
Mstep: Class 14 contains 60560 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630552.000000 Penalty: 36216.003906
Iteration 265Q: 18 clusters Score -6.163055e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 66966 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 30595 members 
Mstep: Class 13 contains 81842 members 
Mstep: Class 14 contains 60529 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630524.000000 Penalty: 36216.003906
Iteration 266Q: 18 clusters Score -6.163052e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65671 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 66960 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 81899 members 
Mstep: Class 14 contains 60498 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630548.000000 Penalty: 36216.003906
Iteration 267Q: 18 clusters Score -6.163055e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65671 members 
Mstep: Class 7 contains 36279 members 
Mstep: Class 8 contains 66963 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 22254 members 
Mstep: Class 12 contains 30596 members 
Mstep: Class 13 contains 81956 members 
Mstep: Class 14 contains 60472 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630544.000000 Penalty: 36216.003906
Iteration 268Q: 18 clusters Score -6.163054e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65677 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 66971 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 22258 members 
Mstep: Class 12 contains 30601 members 
Mstep: Class 13 contains 82014 members 
Mstep: Class 14 contains 60451 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630592.000000 Penalty: 36216.003906
Iteration 269Q: 18 clusters Score -6.163059e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65678 members 
Mstep: Class 7 contains 36272 members 
Mstep: Class 8 contains 66978 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 22259 members 
Mstep: Class 12 contains 30605 members 
Mstep: Class 13 contains 82082 members 
Mstep: Class 14 contains 60434 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630560.000000 Penalty: 36216.003906
Iteration 270Q: 18 clusters Score -6.163056e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65677 members 
Mstep: Class 7 contains 36271 members 
Mstep: Class 8 contains 66971 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 30613 members 
Mstep: Class 13 contains 82146 members 
Mstep: Class 14 contains 60408 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630528.000000 Penalty: 36216.003906
Iteration 271Q: 18 clusters Score -6.163053e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 66965 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 22260 members 
Mstep: Class 12 contains 30615 members 
Mstep: Class 13 contains 82206 members 
Mstep: Class 14 contains 60380 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630604.000000 Penalty: 36216.003906
Iteration 272Q: 18 clusters Score -6.16306e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36266 members 
Mstep: Class 8 contains 66960 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22264 members 
Mstep: Class 12 contains 30619 members 
Mstep: Class 13 contains 82258 members 
Mstep: Class 14 contains 60354 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630636.000000 Penalty: 36216.003906
Iteration 273Q: 18 clusters Score -6.163064e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36262 members 
Mstep: Class 8 contains 66955 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22267 members 
Mstep: Class 12 contains 30618 members 
Mstep: Class 13 contains 82303 members 
Mstep: Class 14 contains 60344 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630632.000000 Penalty: 36216.003906
Iteration 274Q: 18 clusters Score -6.163063e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36254 members 
Mstep: Class 8 contains 66947 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22271 members 
Mstep: Class 12 contains 30623 members 
Mstep: Class 13 contains 82352 members 
Mstep: Class 14 contains 60333 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630652.000000 Penalty: 36216.003906
Iteration 275Q: 18 clusters Score -6.163065e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65659 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66944 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22273 members 
Mstep: Class 12 contains 30628 members 
Mstep: Class 13 contains 82410 members 
Mstep: Class 14 contains 60322 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630672.000000 Penalty: 36216.003906
Iteration 276Q: 18 clusters Score -6.163067e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65657 members 
Mstep: Class 7 contains 36254 members 
Mstep: Class 8 contains 66939 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22276 members 
Mstep: Class 12 contains 30632 members 
Mstep: Class 13 contains 82459 members 
Mstep: Class 14 contains 60305 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630696.000000 Penalty: 36216.003906
Iteration 277Q: 18 clusters Score -6.16307e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 66934 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22280 members 
Mstep: Class 12 contains 30635 members 
Mstep: Class 13 contains 82504 members 
Mstep: Class 14 contains 60297 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630688.000000 Penalty: 36216.003906
Iteration 278Q: 18 clusters Score -6.163069e+07 nChanged 131
Entering ConstructFrom: 
Score: -61630688.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Entering Unmasked Estep 
Score: -4027430.250000 Penalty: 1683.055786
	Iteration 0F: 2 clusters Score -4027430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4006335.500000 Penalty: 3366.111572
	Iteration 0F: 3 clusters Score -4006336 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4014181.000000 Penalty: 3366.111572
	Iteration 1F: 3 clusters Score -4014181 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4014600.000000 Penalty: 3366.111572
	Iteration 2Q: 3 clusters Score -4014600 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4015122.000000 Penalty: 3366.111572
	Iteration 3Q: 3 clusters Score -4015122 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4015819.000000 Penalty: 3366.111572
	Iteration 4Q: 3 clusters Score -4015819 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4016866.750000 Penalty: 3366.111572
	Iteration 5F: 3 clusters Score -4016867 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4018455.500000 Penalty: 3366.111572
	Iteration 6F: 3 clusters Score -4018456 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4020564.750000 Penalty: 3366.111572
	Iteration 7F: 3 clusters Score -4020565 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4022784.750000 Penalty: 3366.111572
	Iteration 8F: 3 clusters Score -4022785 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4024330.250000 Penalty: 3366.111572
	Iteration 9F: 3 clusters Score -4024330 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4025204.750000 Penalty: 3366.111572
	Iteration 10Q: 3 clusters Score -4025205 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4025577.750000 Penalty: 3366.111572
	Iteration 11Q: 3 clusters Score -4025578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4025727.250000 Penalty: 3366.111572
	Iteration 12Q: 3 clusters Score -4025727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4025819.750000 Penalty: 3366.111572
	Iteration 13Q: 3 clusters Score -4025820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4025875.250000 Penalty: 3366.111572
	Iteration 14Q: 3 clusters Score -4025875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4025904.500000 Penalty: 3366.111572
	Iteration 15Q: 3 clusters Score -4025904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4025918.500000 Penalty: 3366.111572
	Iteration 16Q: 3 clusters Score -4025918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4025934.750000 Penalty: 3366.111572
	Iteration 17Q: 3 clusters Score -4025935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4025947.250000 Penalty: 3366.111572
	Iteration 18Q: 3 clusters Score -4025947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4025953.000000 Penalty: 3366.111572
	Iteration 19Q: 3 clusters Score -4025953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4025953.000000 Penalty: 3366.111572
	Iteration 20F: 3 clusters Score -4025953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4025954.750000 Penalty: 3366.111572
	Iteration 21Q: 3 clusters Score -4025955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4025954.750000 Penalty: 3366.111572
	Iteration 22F: 3 clusters Score -4025955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -510336.968750 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -510337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -506789.281250 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -506789.3 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -507784.031250 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -507784 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -508069.437500 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -508069.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -508294.437500 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -508294.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -508521.250000 Penalty: 2723.126221
	Iteration 4F: 3 clusters Score -508521.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508761.781250 Penalty: 2723.126221
	Iteration 5F: 3 clusters Score -508761.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -508936.375000 Penalty: 2723.126221
	Iteration 6F: 3 clusters Score -508936.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -509051.750000 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -509051.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -509124.750000 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -509124.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -509182.531250 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -509182.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -509220.468750 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -509220.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -509251.562500 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -509251.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -509273.093750 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -509273.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -509284.718750 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -509284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -509289.281250 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -509289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -509294.781250 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -509294.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -509299.812500 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -509299.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -509307.125000 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -509307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -509309.062500 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -509309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -509310.437500 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -509310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -509311.843750 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -509311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -509311.875000 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -509311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -509312.156250 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -509312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -509313.968750 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -509314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -509314.031250 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -509314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -509314.031250 Penalty: 2723.126221
	Iteration 25F: 3 clusters Score -509314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -131245.671875 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -131245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129742.671875 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -129742.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129966.843750 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -129966.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130030.984375 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -130031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130073.328125 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -130073.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130109.242188 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -130109.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130145.226562 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -130145.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -130171.093750 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -130171.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130200.187500 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -130200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130221.695312 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -130221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130244.289062 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -130244.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130268.726562 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -130268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -130284.484375 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -130284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -130298.953125 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -130299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -130314.242188 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -130314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -130325.289062 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -130325.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130338.289062 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -130338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130352.062500 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -130352.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -130362.171875 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -130362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -130373.148438 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -130373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -130383.492188 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -130383.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -130392.023438 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -130392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -130397.234375 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -130397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -130401.328125 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -130401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -130406.500000 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -130406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -130414.375000 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -130414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -130419.484375 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -130419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -130421.234375 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -130421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -130425.640625 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -130425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -130431.625000 Penalty: 2276.881348
	Iteration 28Q: 3 clusters Score -130431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -130435.140625 Penalty: 2276.881348
	Iteration 29Q: 3 clusters Score -130435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -130436.765625 Penalty: 2276.881348
	Iteration 30Q: 3 clusters Score -130436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -130440.031250 Penalty: 2276.881348
	Iteration 31Q: 3 clusters Score -130440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -130441.148438 Penalty: 2276.881348
	Iteration 32Q: 3 clusters Score -130441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -130442.664062 Penalty: 2276.881348
	Iteration 33Q: 3 clusters Score -130442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -130442.664062 Penalty: 2276.881348
	Iteration 34F: 3 clusters Score -130442.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -628831.062500 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -628831.1 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 2488 members 
Entering Unmasked Estep 
Score: -624869.875000 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -624869.9 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -625874.437500 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -625874.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -626024.000000 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -626024 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -626136.250000 Penalty: 2767.372070
	Iteration 3Q: 3 clusters Score -626136.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -626230.312500 Penalty: 2767.372070
	Iteration 4Q: 3 clusters Score -626230.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -626303.562500 Penalty: 2767.372070
	Iteration 5Q: 3 clusters Score -626303.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -626371.312500 Penalty: 2767.372070
	Iteration 6Q: 3 clusters Score -626371.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -626437.062500 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -626437.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -626523.750000 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -626523.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -626636.687500 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -626636.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -626760.750000 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -626760.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -626898.937500 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -626898.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -627046.312500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -627046.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -627187.875000 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -627187.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -627311.000000 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -627311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -627393.875000 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -627393.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -627440.062500 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -627440.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -627464.062500 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -627464.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -627487.750000 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -627487.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -627517.812500 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -627517.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -627543.500000 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -627543.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -627575.500000 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -627575.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -627615.937500 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -627615.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -627662.437500 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -627662.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -627721.750000 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -627721.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -627802.625000 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -627802.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -627879.812500 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -627879.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -627947.187500 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -627947.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -627992.562500 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -627992.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -628024.875000 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -628024.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -628051.250000 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -628051.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -628070.625000 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -628070.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -628075.500000 Penalty: 2767.372070
	Iteration 32Q: 3 clusters Score -628075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -628083.375000 Penalty: 2767.372070
	Iteration 33Q: 3 clusters Score -628083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -628086.687500 Penalty: 2767.372070
	Iteration 34Q: 3 clusters Score -628086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -628087.937500 Penalty: 2767.372070
	Iteration 35Q: 3 clusters Score -628087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -628087.750000 Penalty: 2767.372070
	Iteration 36Q: 3 clusters Score -628087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -628087.500000 Penalty: 2767.372070
	Iteration 37Q: 3 clusters Score -628087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628090.687500 Penalty: 2767.372070
	Iteration 38Q: 3 clusters Score -628090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -628091.125000 Penalty: 2767.372070
	Iteration 39Q: 3 clusters Score -628091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628091.375000 Penalty: 2767.372070
	Iteration 40F: 3 clusters Score -628091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628092.187500 Penalty: 2767.372070
	Iteration 41Q: 3 clusters Score -628092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628092.187500 Penalty: 2767.372070
	Iteration 42F: 3 clusters Score -628092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49316.367188 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49316.37 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49630.417969 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49630.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49771.218750 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49771.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49874.121094 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -49874.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49934.031250 Penalty: 2026.183472
	Iteration 4F: 3 clusters Score -49934.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49958.785156 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -49958.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50003.000000 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50012.910156 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50012.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50027.847656 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50027.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -50033.890625 Penalty: 2026.183472
	Iteration 9Q: 3 clusters Score -50033.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -50034.742188 Penalty: 2026.183472
	Iteration 10Q: 3 clusters Score -50034.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -50035.703125 Penalty: 2026.183472
	Iteration 11Q: 3 clusters Score -50035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -50035.703125 Penalty: 2026.183472
	Iteration 12F: 3 clusters Score -50035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Entering Unmasked Estep 
Score: -8362974.000000 Penalty: 1802.474976
	Iteration 0F: 2 clusters Score -8362974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -8319510.500000 Penalty: 3604.949951
	Iteration 0F: 3 clusters Score -8319510 nChanged 31020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -8337402.000000 Penalty: 3604.949951
	Iteration 1F: 3 clusters Score -8337402 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -8338051.500000 Penalty: 3604.949951
	Iteration 2Q: 3 clusters Score -8338052 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -8338670.500000 Penalty: 3604.949951
	Iteration 3Q: 3 clusters Score -8338670 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -8339575.500000 Penalty: 3604.949951
	Iteration 4Q: 3 clusters Score -8339576 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -8341181.000000 Penalty: 3604.949951
	Iteration 5Q: 3 clusters Score -8341181 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -8343718.500000 Penalty: 3604.949951
	Iteration 6F: 3 clusters Score -8343718 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -8347495.000000 Penalty: 3604.949951
	Iteration 7F: 3 clusters Score -8347495 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -8351837.000000 Penalty: 3604.949951
	Iteration 8F: 3 clusters Score -8351837 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8355691.500000 Penalty: 3604.949951
	Iteration 9F: 3 clusters Score -8355692 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8358322.500000 Penalty: 3604.949951
	Iteration 10Q: 3 clusters Score -8358322 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8359778.000000 Penalty: 3604.949951
	Iteration 11Q: 3 clusters Score -8359778 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8360505.000000 Penalty: 3604.949951
	Iteration 12Q: 3 clusters Score -8360505 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8360879.000000 Penalty: 3604.949951
	Iteration 13Q: 3 clusters Score -8360879 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8361089.500000 Penalty: 3604.949951
	Iteration 14Q: 3 clusters Score -8361090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8361205.000000 Penalty: 3604.949951
	Iteration 15Q: 3 clusters Score -8361205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8361273.500000 Penalty: 3604.949951
	Iteration 16Q: 3 clusters Score -8361274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8361307.000000 Penalty: 3604.949951
	Iteration 17Q: 3 clusters Score -8361307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8361352.500000 Penalty: 3604.949951
	Iteration 18Q: 3 clusters Score -8361352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8361373.000000 Penalty: 3604.949951
	Iteration 19Q: 3 clusters Score -8361373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8361389.500000 Penalty: 3604.949951
	Iteration 20F: 3 clusters Score -8361390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8361405.000000 Penalty: 3604.949951
	Iteration 21Q: 3 clusters Score -8361405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8361421.500000 Penalty: 3604.949951
	Iteration 22Q: 3 clusters Score -8361422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8361422.000000 Penalty: 3604.949951
	Iteration 23Q: 3 clusters Score -8361422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8361429.500000 Penalty: 3604.949951
	Iteration 24Q: 3 clusters Score -8361430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8361434.000000 Penalty: 3604.949951
	Iteration 25Q: 3 clusters Score -8361434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8361435.000000 Penalty: 3604.949951
	Iteration 26Q: 3 clusters Score -8361435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8361445.500000 Penalty: 3604.949951
	Iteration 27Q: 3 clusters Score -8361446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8361459.000000 Penalty: 3604.949951
	Iteration 28Q: 3 clusters Score -8361459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8361463.000000 Penalty: 3604.949951
	Iteration 29Q: 3 clusters Score -8361463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8361473.500000 Penalty: 3604.949951
	Iteration 30Q: 3 clusters Score -8361474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8361468.000000 Penalty: 3604.949951
	Iteration 31Q: 3 clusters Score -8361468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8361467.500000 Penalty: 3604.949951
	Iteration 32Q: 3 clusters Score -8361468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8361467.500000 Penalty: 3604.949951
	Iteration 33F: 3 clusters Score -8361468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Entering Unmasked Estep 
Score: -4432576.000000 Penalty: 1705.961182
	Iteration 0F: 2 clusters Score -4432576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4408248.000000 Penalty: 3411.922363
	Iteration 0F: 3 clusters Score -4408248 nChanged 16790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4417731.500000 Penalty: 3411.922363
	Iteration 1F: 3 clusters Score -4417732 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4418135.500000 Penalty: 3411.922363
	Iteration 2Q: 3 clusters Score -4418136 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4418557.000000 Penalty: 3411.922363
	Iteration 3Q: 3 clusters Score -4418557 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4419045.000000 Penalty: 3411.922363
	Iteration 4Q: 3 clusters Score -4419045 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4419641.500000 Penalty: 3411.922363
	Iteration 5Q: 3 clusters Score -4419642 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4420385.500000 Penalty: 3411.922363
	Iteration 6Q: 3 clusters Score -4420386 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4421358.500000 Penalty: 3411.922363
	Iteration 7Q: 3 clusters Score -4421358 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4422581.000000 Penalty: 3411.922363
	Iteration 8F: 3 clusters Score -4422581 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4423937.500000 Penalty: 3411.922363
	Iteration 9F: 3 clusters Score -4423938 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4425147.500000 Penalty: 3411.922363
	Iteration 10F: 3 clusters Score -4425148 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4426134.500000 Penalty: 3411.922363
	Iteration 11Q: 3 clusters Score -4426134 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4426887.000000 Penalty: 3411.922363
	Iteration 12Q: 3 clusters Score -4426887 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4427445.000000 Penalty: 3411.922363
	Iteration 13Q: 3 clusters Score -4427445 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4427920.000000 Penalty: 3411.922363
	Iteration 14Q: 3 clusters Score -4427920 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4428293.500000 Penalty: 3411.922363
	Iteration 15Q: 3 clusters Score -4428294 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4428642.500000 Penalty: 3411.922363
	Iteration 16Q: 3 clusters Score -4428642 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4428948.000000 Penalty: 3411.922363
	Iteration 17Q: 3 clusters Score -4428948 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4429260.500000 Penalty: 3411.922363
	Iteration 18Q: 3 clusters Score -4429260 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4429564.000000 Penalty: 3411.922363
	Iteration 19Q: 3 clusters Score -4429564 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4429840.500000 Penalty: 3411.922363
	Iteration 20F: 3 clusters Score -4429840 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4430064.500000 Penalty: 3411.922363
	Iteration 21Q: 3 clusters Score -4430064 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4430271.000000 Penalty: 3411.922363
	Iteration 22Q: 3 clusters Score -4430271 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4430475.000000 Penalty: 3411.922363
	Iteration 23Q: 3 clusters Score -4430475 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4430632.000000 Penalty: 3411.922363
	Iteration 24Q: 3 clusters Score -4430632 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4430752.000000 Penalty: 3411.922363
	Iteration 25Q: 3 clusters Score -4430752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4430836.000000 Penalty: 3411.922363
	Iteration 26Q: 3 clusters Score -4430836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4430909.500000 Penalty: 3411.922363
	Iteration 27Q: 3 clusters Score -4430910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4430960.000000 Penalty: 3411.922363
	Iteration 28Q: 3 clusters Score -4430960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4430998.000000 Penalty: 3411.922363
	Iteration 29Q: 3 clusters Score -4430998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4431010.000000 Penalty: 3411.922363
	Iteration 30Q: 3 clusters Score -4431010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4431039.500000 Penalty: 3411.922363
	Iteration 31Q: 3 clusters Score -4431040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4431054.000000 Penalty: 3411.922363
	Iteration 32Q: 3 clusters Score -4431054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4431063.500000 Penalty: 3411.922363
	Iteration 33Q: 3 clusters Score -4431064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4431083.500000 Penalty: 3411.922363
	Iteration 34Q: 3 clusters Score -4431084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4431089.000000 Penalty: 3411.922363
	Iteration 35Q: 3 clusters Score -4431089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4431089.500000 Penalty: 3411.922363
	Iteration 36Q: 3 clusters Score -4431090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4431097.500000 Penalty: 3411.922363
	Iteration 37Q: 3 clusters Score -4431098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4431104.500000 Penalty: 3411.922363
	Iteration 38Q: 3 clusters Score -4431104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4431111.500000 Penalty: 3411.922363
	Iteration 39Q: 3 clusters Score -4431112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4431109.000000 Penalty: 3411.922363
	Iteration 40F: 3 clusters Score -4431109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4431116.500000 Penalty: 3411.922363
	Iteration 41Q: 3 clusters Score -4431116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4431114.500000 Penalty: 3411.922363
	Iteration 42Q: 3 clusters Score -4431114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4431114.500000 Penalty: 3411.922363
	Iteration 43F: 3 clusters Score -4431114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Entering Unmasked Estep 
Score: -8570277.000000 Penalty: 1805.605347
	Iteration 0F: 2 clusters Score -8570277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -8526195.000000 Penalty: 3611.210693
	Iteration 0F: 3 clusters Score -8526195 nChanged 31781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -8544500.000000 Penalty: 3611.210693
	Iteration 1F: 3 clusters Score -8544500 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -8545364.000000 Penalty: 3611.210693
	Iteration 2Q: 3 clusters Score -8545364 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8546760.000000 Penalty: 3611.210693
	Iteration 3Q: 3 clusters Score -8546760 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8549234.000000 Penalty: 3611.210693
	Iteration 4F: 3 clusters Score -8549234 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -8553214.000000 Penalty: 3611.210693
	Iteration 5F: 3 clusters Score -8553214 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8558233.000000 Penalty: 3611.210693
	Iteration 6F: 3 clusters Score -8558233 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -8562975.000000 Penalty: 3611.210693
	Iteration 7F: 3 clusters Score -8562975 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8565984.000000 Penalty: 3611.210693
	Iteration 8Q: 3 clusters Score -8565984 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8567339.000000 Penalty: 3611.210693
	Iteration 9Q: 3 clusters Score -8567339 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8567906.000000 Penalty: 3611.210693
	Iteration 10Q: 3 clusters Score -8567906 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8568178.000000 Penalty: 3611.210693
	Iteration 11Q: 3 clusters Score -8568178 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8568316.000000 Penalty: 3611.210693
	Iteration 12Q: 3 clusters Score -8568316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8568392.000000 Penalty: 3611.210693
	Iteration 13Q: 3 clusters Score -8568392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8568453.000000 Penalty: 3611.210693
	Iteration 14Q: 3 clusters Score -8568453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8568498.000000 Penalty: 3611.210693
	Iteration 15Q: 3 clusters Score -8568498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8568541.000000 Penalty: 3611.210693
	Iteration 16Q: 3 clusters Score -8568541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8568569.000000 Penalty: 3611.210693
	Iteration 17Q: 3 clusters Score -8568569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8568590.000000 Penalty: 3611.210693
	Iteration 18Q: 3 clusters Score -8568590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8568604.000000 Penalty: 3611.210693
	Iteration 19Q: 3 clusters Score -8568604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8568621.000000 Penalty: 3611.210693
	Iteration 20F: 3 clusters Score -8568621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8568636.000000 Penalty: 3611.210693
	Iteration 21Q: 3 clusters Score -8568636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8568624.000000 Penalty: 3611.210693
	Iteration 22Q: 3 clusters Score -8568624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8568627.000000 Penalty: 3611.210693
	Iteration 23Q: 3 clusters Score -8568627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8568634.000000 Penalty: 3611.210693
	Iteration 24Q: 3 clusters Score -8568634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8568644.000000 Penalty: 3611.210693
	Iteration 25Q: 3 clusters Score -8568644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8568642.000000 Penalty: 3611.210693
	Iteration 26Q: 3 clusters Score -8568642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8568651.000000 Penalty: 3611.210693
	Iteration 27Q: 3 clusters Score -8568651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8568663.000000 Penalty: 3611.210693
	Iteration 28Q: 3 clusters Score -8568663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8568665.000000 Penalty: 3611.210693
	Iteration 29Q: 3 clusters Score -8568665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8568671.000000 Penalty: 3611.210693
	Iteration 30Q: 3 clusters Score -8568671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8568674.000000 Penalty: 3611.210693
	Iteration 31Q: 3 clusters Score -8568674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8568672.000000 Penalty: 3611.210693
	Iteration 32Q: 3 clusters Score -8568672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8568674.000000 Penalty: 3611.210693
	Iteration 33Q: 3 clusters Score -8568674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8568673.000000 Penalty: 3611.210693
	Iteration 34Q: 3 clusters Score -8568673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8568670.000000 Penalty: 3611.210693
	Iteration 35Q: 3 clusters Score -8568670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8568675.000000 Penalty: 3611.210693
	Iteration 36Q: 3 clusters Score -8568675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8568682.000000 Penalty: 3611.210693
	Iteration 37Q: 3 clusters Score -8568682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8568682.000000 Penalty: 3611.210693
	Iteration 38Q: 3 clusters Score -8568682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8568685.000000 Penalty: 3611.210693
	Iteration 39Q: 3 clusters Score -8568685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8568683.000000 Penalty: 3611.210693
	Iteration 40F: 3 clusters Score -8568683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8568685.000000 Penalty: 3611.210693
	Iteration 41Q: 3 clusters Score -8568685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8568684.000000 Penalty: 3611.210693
	Iteration 42Q: 3 clusters Score -8568684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8568686.000000 Penalty: 3611.210693
	Iteration 43Q: 3 clusters Score -8568686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8568701.000000 Penalty: 3611.210693
	Iteration 44Q: 3 clusters Score -8568701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8568696.000000 Penalty: 3611.210693
	Iteration 45Q: 3 clusters Score -8568696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8568700.000000 Penalty: 3611.210693
	Iteration 46Q: 3 clusters Score -8568700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8568703.000000 Penalty: 3611.210693
	Iteration 47Q: 3 clusters Score -8568703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8568702.000000 Penalty: 3611.210693
	Iteration 48Q: 3 clusters Score -8568702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8568702.000000 Penalty: 3611.210693
	Iteration 49Q: 3 clusters Score -8568702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8568711.000000 Penalty: 3611.210693
	Iteration 50Q: 3 clusters Score -8568711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8568719.000000 Penalty: 3611.210693
	Iteration 51Q: 3 clusters Score -8568719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8568717.000000 Penalty: 3611.210693
	Iteration 52Q: 3 clusters Score -8568717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8568717.000000 Penalty: 3611.210693
	Iteration 53Q: 3 clusters Score -8568717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8568717.000000 Penalty: 3611.210693
	Iteration 54F: 3 clusters Score -8568717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21069.568359 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21069.57 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21463.591797 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21463.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21630.351562 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21630.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21713.089844 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21713.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21775.318359 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21775.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21830.062500 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21830.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21917.845703 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21917.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21944.912109 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21944.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21952.363281 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21952.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21964.275391 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21964.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21975.519531 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -21975.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22000.076172 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -22000.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22018.941406 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -22018.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22038.730469 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -22038.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22075.431641 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -22075.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22108.900391 Penalty: 1871.643066
	Iteration 15Q: 3 clusters Score -22108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22112.798828 Penalty: 1871.643066
	Iteration 16Q: 3 clusters Score -22112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22113.966797 Penalty: 1871.643066
	Iteration 17Q: 3 clusters Score -22113.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22117.578125 Penalty: 1871.643066
	Iteration 18Q: 3 clusters Score -22117.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22119.312500 Penalty: 1871.643066
	Iteration 19Q: 3 clusters Score -22119.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22119.312500 Penalty: 1871.643066
	Iteration 20F: 3 clusters Score -22119.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65654 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 22284 members 
Mstep: Class 12 contains 30642 members 
Mstep: Class 13 contains 82542 members 
Mstep: Class 14 contains 60287 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84372 members 
Mstep: Class 18 contains 107 members 
Entering Unmasked Estep 
Score: -61629844.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61630688.000000 to -61629844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -121465.789062 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -121465.8 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 490 members 
Entering Unmasked Estep 
Score: -120044.562500 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -120044.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -120280.867188 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -120280.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120348.039062 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -120348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120379.812500 Penalty: 2235.790771
	Iteration 3Q: 3 clusters Score -120379.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120399.859375 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -120399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120406.945312 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -120406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120411.437500 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -120411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120414.429688 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -120414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120417.929688 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -120417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120421.351562 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -120421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120424.859375 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -120424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120426.273438 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -120426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120427.671875 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -120427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120428.101562 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -120428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120428.101562 Penalty: 2235.790771
	Iteration 14F: 3 clusters Score -120428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Entering Unmasked Estep 
Score: -2829375.750000 Penalty: 1626.888916
	Iteration 0F: 2 clusters Score -2829376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2814197.750000 Penalty: 3253.777832
	Iteration 0F: 3 clusters Score -2814198 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2819740.500000 Penalty: 3253.777832
	Iteration 1F: 3 clusters Score -2819740 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2820157.500000 Penalty: 3253.777832
	Iteration 2F: 3 clusters Score -2820158 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2820599.750000 Penalty: 3253.777832
	Iteration 3Q: 3 clusters Score -2820600 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2821171.250000 Penalty: 3253.777832
	Iteration 4F: 3 clusters Score -2821171 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2821902.250000 Penalty: 3253.777832
	Iteration 5F: 3 clusters Score -2821902 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2822896.500000 Penalty: 3253.777832
	Iteration 6F: 3 clusters Score -2822896 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2824104.000000 Penalty: 3253.777832
	Iteration 7F: 3 clusters Score -2824104 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2825429.750000 Penalty: 3253.777832
	Iteration 8F: 3 clusters Score -2825430 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2826536.500000 Penalty: 3253.777832
	Iteration 9F: 3 clusters Score -2826536 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2827263.500000 Penalty: 3253.777832
	Iteration 10Q: 3 clusters Score -2827264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2827584.500000 Penalty: 3253.777832
	Iteration 11Q: 3 clusters Score -2827584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2827752.750000 Penalty: 3253.777832
	Iteration 12Q: 3 clusters Score -2827753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2827838.000000 Penalty: 3253.777832
	Iteration 13Q: 3 clusters Score -2827838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2827866.500000 Penalty: 3253.777832
	Iteration 14Q: 3 clusters Score -2827866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2827889.250000 Penalty: 3253.777832
	Iteration 15Q: 3 clusters Score -2827889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2827906.000000 Penalty: 3253.777832
	Iteration 16Q: 3 clusters Score -2827906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2827923.000000 Penalty: 3253.777832
	Iteration 17Q: 3 clusters Score -2827923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2827934.750000 Penalty: 3253.777832
	Iteration 18Q: 3 clusters Score -2827935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2827944.750000 Penalty: 3253.777832
	Iteration 19Q: 3 clusters Score -2827945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2827956.750000 Penalty: 3253.777832
	Iteration 20F: 3 clusters Score -2827957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2827956.750000 Penalty: 3253.777832
	Iteration 21Q: 3 clusters Score -2827957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2827958.750000 Penalty: 3253.777832
	Iteration 22Q: 3 clusters Score -2827959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2827960.750000 Penalty: 3253.777832
	Iteration 23Q: 3 clusters Score -2827961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2827961.750000 Penalty: 3253.777832
	Iteration 24Q: 3 clusters Score -2827962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2827961.750000 Penalty: 3253.777832
	Iteration 25F: 3 clusters Score -2827962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Entering Unmasked Estep 
Score: -3902817.750000 Penalty: 1678.645630
	Iteration 0F: 2 clusters Score -3902818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3882173.000000 Penalty: 3357.291260
	Iteration 0F: 3 clusters Score -3882173 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3889915.750000 Penalty: 3357.291260
	Iteration 1F: 3 clusters Score -3889916 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3890284.500000 Penalty: 3357.291260
	Iteration 2Q: 3 clusters Score -3890284 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3890621.750000 Penalty: 3357.291260
	Iteration 3Q: 3 clusters Score -3890622 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3891012.500000 Penalty: 3357.291260
	Iteration 4Q: 3 clusters Score -3891012 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3891512.500000 Penalty: 3357.291260
	Iteration 5Q: 3 clusters Score -3891512 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3892274.000000 Penalty: 3357.291260
	Iteration 6Q: 3 clusters Score -3892274 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3893530.250000 Penalty: 3357.291260
	Iteration 7F: 3 clusters Score -3893530 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3895277.500000 Penalty: 3357.291260
	Iteration 8F: 3 clusters Score -3895278 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3897199.750000 Penalty: 3357.291260
	Iteration 9F: 3 clusters Score -3897200 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3898954.250000 Penalty: 3357.291260
	Iteration 10F: 3 clusters Score -3898954 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3900057.500000 Penalty: 3357.291260
	Iteration 11Q: 3 clusters Score -3900058 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3900619.750000 Penalty: 3357.291260
	Iteration 12Q: 3 clusters Score -3900620 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3900931.250000 Penalty: 3357.291260
	Iteration 13Q: 3 clusters Score -3900931 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3901098.250000 Penalty: 3357.291260
	Iteration 14Q: 3 clusters Score -3901098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3901183.750000 Penalty: 3357.291260
	Iteration 15Q: 3 clusters Score -3901184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3901237.750000 Penalty: 3357.291260
	Iteration 16Q: 3 clusters Score -3901238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3901275.500000 Penalty: 3357.291260
	Iteration 17Q: 3 clusters Score -3901276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3901308.500000 Penalty: 3357.291260
	Iteration 18Q: 3 clusters Score -3901308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3901318.750000 Penalty: 3357.291260
	Iteration 19Q: 3 clusters Score -3901319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3901336.250000 Penalty: 3357.291260
	Iteration 20F: 3 clusters Score -3901336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3901338.750000 Penalty: 3357.291260
	Iteration 21Q: 3 clusters Score -3901339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3901346.000000 Penalty: 3357.291260
	Iteration 22Q: 3 clusters Score -3901346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3901353.500000 Penalty: 3357.291260
	Iteration 23Q: 3 clusters Score -3901354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3901353.500000 Penalty: 3357.291260
	Iteration 24Q: 3 clusters Score -3901354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3901357.000000 Penalty: 3357.291260
	Iteration 25Q: 3 clusters Score -3901357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3901359.750000 Penalty: 3357.291260
	Iteration 26Q: 3 clusters Score -3901360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3901365.500000 Penalty: 3357.291260
	Iteration 27Q: 3 clusters Score -3901366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -3901368.750000 Penalty: 3357.291260
	Iteration 28Q: 3 clusters Score -3901369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3901365.000000 Penalty: 3357.291260
	Iteration 29Q: 3 clusters Score -3901365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3901369.750000 Penalty: 3357.291260
	Iteration 30Q: 3 clusters Score -3901370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3901373.250000 Penalty: 3357.291260
	Iteration 31Q: 3 clusters Score -3901373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3901380.500000 Penalty: 3357.291260
	Iteration 32Q: 3 clusters Score -3901380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3901382.000000 Penalty: 3357.291260
	Iteration 33Q: 3 clusters Score -3901382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3901388.750000 Penalty: 3357.291260
	Iteration 34Q: 3 clusters Score -3901389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3901401.750000 Penalty: 3357.291260
	Iteration 35Q: 3 clusters Score -3901402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3901406.500000 Penalty: 3357.291260
	Iteration 36Q: 3 clusters Score -3901406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3901410.750000 Penalty: 3357.291260
	Iteration 37Q: 3 clusters Score -3901411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3901415.250000 Penalty: 3357.291260
	Iteration 38Q: 3 clusters Score -3901415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3901415.750000 Penalty: 3357.291260
	Iteration 39Q: 3 clusters Score -3901416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3901421.000000 Penalty: 3357.291260
	Iteration 40F: 3 clusters Score -3901421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3901426.250000 Penalty: 3357.291260
	Iteration 41Q: 3 clusters Score -3901426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3901430.250000 Penalty: 3357.291260
	Iteration 42Q: 3 clusters Score -3901430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3901426.000000 Penalty: 3357.291260
	Iteration 43Q: 3 clusters Score -3901426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3901427.000000 Penalty: 3357.291260
	Iteration 44Q: 3 clusters Score -3901427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3901427.000000 Penalty: 3357.291260
	Iteration 45F: 3 clusters Score -3901427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Entering Unmasked Estep 
Score: -10532327.000000 Penalty: 1839.672607
	Iteration 0F: 2 clusters Score -1.053233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -10479753.000000 Penalty: 3679.345215
	Iteration 0F: 3 clusters Score -1.047975e+07 nChanged 39363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -10502688.000000 Penalty: 3679.345215
	Iteration 1F: 3 clusters Score -1.050269e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -10504062.000000 Penalty: 3679.345215
	Iteration 2Q: 3 clusters Score -1.050406e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -10505890.000000 Penalty: 3679.345215
	Iteration 3F: 3 clusters Score -1.050589e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -10508982.000000 Penalty: 3679.345215
	Iteration 4F: 3 clusters Score -1.050898e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -10513480.000000 Penalty: 3679.345215
	Iteration 5F: 3 clusters Score -1.051348e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -10519198.000000 Penalty: 3679.345215
	Iteration 6F: 3 clusters Score -1.05192e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -10524634.000000 Penalty: 3679.345215
	Iteration 7F: 3 clusters Score -1.052463e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -10527944.000000 Penalty: 3679.345215
	Iteration 8Q: 3 clusters Score -1.052794e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -10529694.000000 Penalty: 3679.345215
	Iteration 9Q: 3 clusters Score -1.052969e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -10530533.000000 Penalty: 3679.345215
	Iteration 10Q: 3 clusters Score -1.053053e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -10530982.000000 Penalty: 3679.345215
	Iteration 11Q: 3 clusters Score -1.053098e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -10531280.000000 Penalty: 3679.345215
	Iteration 12Q: 3 clusters Score -1.053128e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -10531423.000000 Penalty: 3679.345215
	Iteration 13Q: 3 clusters Score -1.053142e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -10531501.000000 Penalty: 3679.345215
	Iteration 14Q: 3 clusters Score -1.05315e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10531543.000000 Penalty: 3679.345215
	Iteration 15Q: 3 clusters Score -1.053154e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10531568.000000 Penalty: 3679.345215
	Iteration 16Q: 3 clusters Score -1.053157e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10531593.000000 Penalty: 3679.345215
	Iteration 17Q: 3 clusters Score -1.053159e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -10531617.000000 Penalty: 3679.345215
	Iteration 18Q: 3 clusters Score -1.053162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -10531644.000000 Penalty: 3679.345215
	Iteration 19Q: 3 clusters Score -1.053164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -10531643.000000 Penalty: 3679.345215
	Iteration 20F: 3 clusters Score -1.053164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -10531653.000000 Penalty: 3679.345215
	Iteration 21Q: 3 clusters Score -1.053165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -10531658.000000 Penalty: 3679.345215
	Iteration 22Q: 3 clusters Score -1.053166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -10531671.000000 Penalty: 3679.345215
	Iteration 23Q: 3 clusters Score -1.053167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -10531672.000000 Penalty: 3679.345215
	Iteration 24Q: 3 clusters Score -1.053167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -10531673.000000 Penalty: 3679.345215
	Iteration 25Q: 3 clusters Score -1.053167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -10531671.000000 Penalty: 3679.345215
	Iteration 26Q: 3 clusters Score -1.053167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -10531668.000000 Penalty: 3679.345215
	Iteration 27Q: 3 clusters Score -1.053167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -10531672.000000 Penalty: 3679.345215
	Iteration 28Q: 3 clusters Score -1.053167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -10531666.000000 Penalty: 3679.345215
	Iteration 29Q: 3 clusters Score -1.053167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -10531676.000000 Penalty: 3679.345215
	Iteration 30Q: 3 clusters Score -1.053168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -10531680.000000 Penalty: 3679.345215
	Iteration 31Q: 3 clusters Score -1.053168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -10531664.000000 Penalty: 3679.345215
	Iteration 32Q: 3 clusters Score -1.053166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -10531665.000000 Penalty: 3679.345215
	Iteration 33Q: 3 clusters Score -1.053166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -10531656.000000 Penalty: 3679.345215
	Iteration 34Q: 3 clusters Score -1.053166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -10531652.000000 Penalty: 3679.345215
	Iteration 35Q: 3 clusters Score -1.053165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -10531661.000000 Penalty: 3679.345215
	Iteration 36Q: 3 clusters Score -1.053166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -10531666.000000 Penalty: 3679.345215
	Iteration 37Q: 3 clusters Score -1.053167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -10531662.000000 Penalty: 3679.345215
	Iteration 38Q: 3 clusters Score -1.053166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10531659.000000 Penalty: 3679.345215
	Iteration 39Q: 3 clusters Score -1.053166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10531659.000000 Penalty: 3679.345215
	Iteration 40F: 3 clusters Score -1.053166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Entering Unmasked Estep 
Score: -7680924.500000 Penalty: 1788.616699
	Iteration 0F: 2 clusters Score -7680924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -7640812.500000 Penalty: 3577.233398
	Iteration 0F: 3 clusters Score -7640812 nChanged 28510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -7657262.500000 Penalty: 3577.233398
	Iteration 1F: 3 clusters Score -7657262 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -7657961.000000 Penalty: 3577.233398
	Iteration 2Q: 3 clusters Score -7657961 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7658813.000000 Penalty: 3577.233398
	Iteration 3Q: 3 clusters Score -7658813 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7659720.000000 Penalty: 3577.233398
	Iteration 4Q: 3 clusters Score -7659720 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7660893.000000 Penalty: 3577.233398
	Iteration 5Q: 3 clusters Score -7660893 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -7662323.000000 Penalty: 3577.233398
	Iteration 6F: 3 clusters Score -7662323 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7664133.500000 Penalty: 3577.233398
	Iteration 7F: 3 clusters Score -7664134 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7666650.500000 Penalty: 3577.233398
	Iteration 8F: 3 clusters Score -7666650 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -7669559.000000 Penalty: 3577.233398
	Iteration 9F: 3 clusters Score -7669559 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -7672830.500000 Penalty: 3577.233398
	Iteration 10F: 3 clusters Score -7672830 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -7675845.000000 Penalty: 3577.233398
	Iteration 11Q: 3 clusters Score -7675845 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -7677288.500000 Penalty: 3577.233398
	Iteration 12Q: 3 clusters Score -7677288 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -7677767.000000 Penalty: 3577.233398
	Iteration 13Q: 3 clusters Score -7677767 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -7677954.000000 Penalty: 3577.233398
	Iteration 14Q: 3 clusters Score -7677954 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -7678056.500000 Penalty: 3577.233398
	Iteration 15Q: 3 clusters Score -7678056 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -7678115.000000 Penalty: 3577.233398
	Iteration 16Q: 3 clusters Score -7678115 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -7678209.500000 Penalty: 3577.233398
	Iteration 17Q: 3 clusters Score -7678210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -7678276.000000 Penalty: 3577.233398
	Iteration 18Q: 3 clusters Score -7678276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -7678300.500000 Penalty: 3577.233398
	Iteration 19Q: 3 clusters Score -7678300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7678334.500000 Penalty: 3577.233398
	Iteration 20F: 3 clusters Score -7678334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7678369.500000 Penalty: 3577.233398
	Iteration 21Q: 3 clusters Score -7678370 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -7678381.000000 Penalty: 3577.233398
	Iteration 22Q: 3 clusters Score -7678381 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7678414.000000 Penalty: 3577.233398
	Iteration 23Q: 3 clusters Score -7678414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -7678437.500000 Penalty: 3577.233398
	Iteration 24Q: 3 clusters Score -7678438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7678451.500000 Penalty: 3577.233398
	Iteration 25Q: 3 clusters Score -7678452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7678487.000000 Penalty: 3577.233398
	Iteration 26Q: 3 clusters Score -7678487 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7678527.000000 Penalty: 3577.233398
	Iteration 27Q: 3 clusters Score -7678527 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -7678576.000000 Penalty: 3577.233398
	Iteration 28Q: 3 clusters Score -7678576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7678582.000000 Penalty: 3577.233398
	Iteration 29Q: 3 clusters Score -7678582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -7678621.500000 Penalty: 3577.233398
	Iteration 30Q: 3 clusters Score -7678622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7678630.500000 Penalty: 3577.233398
	Iteration 31Q: 3 clusters Score -7678630 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7678669.000000 Penalty: 3577.233398
	Iteration 32Q: 3 clusters Score -7678669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -7678683.500000 Penalty: 3577.233398
	Iteration 33Q: 3 clusters Score -7678684 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -7678708.500000 Penalty: 3577.233398
	Iteration 34Q: 3 clusters Score -7678708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -7678746.500000 Penalty: 3577.233398
	Iteration 35Q: 3 clusters Score -7678746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -7678765.000000 Penalty: 3577.233398
	Iteration 36Q: 3 clusters Score -7678765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7678792.500000 Penalty: 3577.233398
	Iteration 37Q: 3 clusters Score -7678792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -7678824.000000 Penalty: 3577.233398
	Iteration 38Q: 3 clusters Score -7678824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -7678847.000000 Penalty: 3577.233398
	Iteration 39Q: 3 clusters Score -7678847 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7678886.000000 Penalty: 3577.233398
	Iteration 40F: 3 clusters Score -7678886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -7678930.000000 Penalty: 3577.233398
	Iteration 41Q: 3 clusters Score -7678930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7678938.500000 Penalty: 3577.233398
	Iteration 42Q: 3 clusters Score -7678938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -7678957.000000 Penalty: 3577.233398
	Iteration 43Q: 3 clusters Score -7678957 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7678978.500000 Penalty: 3577.233398
	Iteration 44Q: 3 clusters Score -7678978 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -7678989.500000 Penalty: 3577.233398
	Iteration 45Q: 3 clusters Score -7678990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -7679018.000000 Penalty: 3577.233398
	Iteration 46Q: 3 clusters Score -7679018 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -7679048.000000 Penalty: 3577.233398
	Iteration 47Q: 3 clusters Score -7679048 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -7679095.000000 Penalty: 3577.233398
	Iteration 48Q: 3 clusters Score -7679095 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7679136.000000 Penalty: 3577.233398
	Iteration 49Q: 3 clusters Score -7679136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -7679156.000000 Penalty: 3577.233398
	Iteration 50Q: 3 clusters Score -7679156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -7679171.500000 Penalty: 3577.233398
	Iteration 51Q: 3 clusters Score -7679172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -7679216.500000 Penalty: 3577.233398
	Iteration 52Q: 3 clusters Score -7679216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -7679261.000000 Penalty: 3577.233398
	Iteration 53Q: 3 clusters Score -7679261 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7679269.000000 Penalty: 3577.233398
	Iteration 54Q: 3 clusters Score -7679269 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -7679288.000000 Penalty: 3577.233398
	Iteration 55Q: 3 clusters Score -7679288 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -7679294.000000 Penalty: 3577.233398
	Iteration 56Q: 3 clusters Score -7679294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -7679314.000000 Penalty: 3577.233398
	Iteration 57Q: 3 clusters Score -7679314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7679335.500000 Penalty: 3577.233398
	Iteration 58Q: 3 clusters Score -7679336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -7679365.000000 Penalty: 3577.233398
	Iteration 59Q: 3 clusters Score -7679365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -7679357.000000 Penalty: 3577.233398
	Iteration 60F: 3 clusters Score -7679357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -7679352.500000 Penalty: 3577.233398
	Iteration 61Q: 3 clusters Score -7679352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7679356.500000 Penalty: 3577.233398
	Iteration 62Q: 3 clusters Score -7679356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7679360.500000 Penalty: 3577.233398
	Iteration 63Q: 3 clusters Score -7679360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -7679372.000000 Penalty: 3577.233398
	Iteration 64Q: 3 clusters Score -7679372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -7679370.500000 Penalty: 3577.233398
	Iteration 65Q: 3 clusters Score -7679370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -7679391.000000 Penalty: 3577.233398
	Iteration 66Q: 3 clusters Score -7679391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -7679414.000000 Penalty: 3577.233398
	Iteration 67Q: 3 clusters Score -7679414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -7679420.500000 Penalty: 3577.233398
	Iteration 68Q: 3 clusters Score -7679420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -7679432.000000 Penalty: 3577.233398
	Iteration 69Q: 3 clusters Score -7679432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -7679426.000000 Penalty: 3577.233398
	Iteration 70Q: 3 clusters Score -7679426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -7679424.500000 Penalty: 3577.233398
	Iteration 71Q: 3 clusters Score -7679424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -7679434.500000 Penalty: 3577.233398
	Iteration 72Q: 3 clusters Score -7679434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7679436.000000 Penalty: 3577.233398
	Iteration 73Q: 3 clusters Score -7679436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -7679445.000000 Penalty: 3577.233398
	Iteration 74Q: 3 clusters Score -7679445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -7679435.500000 Penalty: 3577.233398
	Iteration 75Q: 3 clusters Score -7679436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -7679445.500000 Penalty: 3577.233398
	Iteration 76Q: 3 clusters Score -7679446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -7679446.000000 Penalty: 3577.233398
	Iteration 77Q: 3 clusters Score -7679446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -7679452.500000 Penalty: 3577.233398
	Iteration 78Q: 3 clusters Score -7679452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -7679453.000000 Penalty: 3577.233398
	Iteration 79Q: 3 clusters Score -7679453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7679457.500000 Penalty: 3577.233398
	Iteration 80F: 3 clusters Score -7679458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -7679453.500000 Penalty: 3577.233398
	Iteration 81Q: 3 clusters Score -7679454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -7679457.000000 Penalty: 3577.233398
	Iteration 82Q: 3 clusters Score -7679457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -7679453.500000 Penalty: 3577.233398
	Iteration 83Q: 3 clusters Score -7679454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7679459.500000 Penalty: 3577.233398
	Iteration 84Q: 3 clusters Score -7679460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -7679470.000000 Penalty: 3577.233398
	Iteration 85Q: 3 clusters Score -7679470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -7679474.500000 Penalty: 3577.233398
	Iteration 86Q: 3 clusters Score -7679474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -7679467.500000 Penalty: 3577.233398
	Iteration 87Q: 3 clusters Score -7679468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -7679478.500000 Penalty: 3577.233398
	Iteration 88Q: 3 clusters Score -7679478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -7679486.500000 Penalty: 3577.233398
	Iteration 89Q: 3 clusters Score -7679486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -7679500.500000 Penalty: 3577.233398
	Iteration 90Q: 3 clusters Score -7679500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -7679502.000000 Penalty: 3577.233398
	Iteration 91Q: 3 clusters Score -7679502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -7679499.500000 Penalty: 3577.233398
	Iteration 92Q: 3 clusters Score -7679500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -7679494.000000 Penalty: 3577.233398
	Iteration 93Q: 3 clusters Score -7679494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -7679488.000000 Penalty: 3577.233398
	Iteration 94Q: 3 clusters Score -7679488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -7679485.000000 Penalty: 3577.233398
	Iteration 95Q: 3 clusters Score -7679485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -7679489.500000 Penalty: 3577.233398
	Iteration 96Q: 3 clusters Score -7679490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7679489.000000 Penalty: 3577.233398
	Iteration 97Q: 3 clusters Score -7679489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -7679491.000000 Penalty: 3577.233398
	Iteration 98Q: 3 clusters Score -7679491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -7679499.000000 Penalty: 3577.233398
	Iteration 99Q: 3 clusters Score -7679499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -7679502.500000 Penalty: 3577.233398
	Iteration 100F: 3 clusters Score -7679502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -7679504.500000 Penalty: 3577.233398
	Iteration 101Q: 3 clusters Score -7679504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -7679499.000000 Penalty: 3577.233398
	Iteration 102Q: 3 clusters Score -7679499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7679496.500000 Penalty: 3577.233398
	Iteration 103Q: 3 clusters Score -7679496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7679501.500000 Penalty: 3577.233398
	Iteration 104Q: 3 clusters Score -7679502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -7679503.500000 Penalty: 3577.233398
	Iteration 105Q: 3 clusters Score -7679504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -7679509.500000 Penalty: 3577.233398
	Iteration 106Q: 3 clusters Score -7679510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -7679512.000000 Penalty: 3577.233398
	Iteration 107Q: 3 clusters Score -7679512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7679512.000000 Penalty: 3577.233398
	Iteration 108Q: 3 clusters Score -7679512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -7679512.000000 Penalty: 3577.233398
	Iteration 109Q: 3 clusters Score -7679512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -7679514.000000 Penalty: 3577.233398
	Iteration 110Q: 3 clusters Score -7679514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7679513.500000 Penalty: 3577.233398
	Iteration 111Q: 3 clusters Score -7679514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -7679512.000000 Penalty: 3577.233398
	Iteration 112Q: 3 clusters Score -7679512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7679512.500000 Penalty: 3577.233398
	Iteration 113Q: 3 clusters Score -7679512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -7679517.000000 Penalty: 3577.233398
	Iteration 114Q: 3 clusters Score -7679517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -7679517.000000 Penalty: 3577.233398
	Iteration 115F: 3 clusters Score -7679517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72633.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71457.929688 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71457.93 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71655.515625 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71655.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71695.195312 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71712.578125 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -71712.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71720.109375 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -71720.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71733.078125 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71733.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71736.406250 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71736.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71748.156250 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71748.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71752.289062 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71752.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71754.101562 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71755.046875 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -71755.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71755.781250 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -71755.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71765.039062 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -71765.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71778.507812 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -71778.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71783.398438 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -71783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71787.000000 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -71787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71790.507812 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -71790.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71797.046875 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -71797.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71806.632812 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -71806.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71812.351562 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -71812.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71816.414062 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -71816.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71829.546875 Penalty: 2098.450195
	Iteration 21Q: 3 clusters Score -71829.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71844.335938 Penalty: 2098.450195
	Iteration 22Q: 3 clusters Score -71844.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71852.773438 Penalty: 2098.450195
	Iteration 23Q: 3 clusters Score -71852.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71856.335938 Penalty: 2098.450195
	Iteration 24Q: 3 clusters Score -71856.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71858.312500 Penalty: 2098.450195
	Iteration 25Q: 3 clusters Score -71858.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71858.859375 Penalty: 2098.450195
	Iteration 26Q: 3 clusters Score -71858.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71859.765625 Penalty: 2098.450195
	Iteration 27Q: 3 clusters Score -71859.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71860.554688 Penalty: 2098.450195
	Iteration 28Q: 3 clusters Score -71860.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71862.210938 Penalty: 2098.450195
	Iteration 29Q: 3 clusters Score -71862.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71862.210938 Penalty: 2098.450195
	Iteration 30F: 3 clusters Score -71862.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32942.183594 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32942.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33229.210938 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33229.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33327.097656 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33403.289062 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33403.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33434.230469 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33434.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33453.585938 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33453.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33491.234375 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33491.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33522.652344 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33522.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33535.863281 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33535.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33536.984375 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33536.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33536.984375 Penalty: 1892.489868
	Iteration 10F: 3 clusters Score -33536.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Entering Unmasked Estep 
Score: -10828713.000000 Penalty: 1843.235962
	Iteration 0F: 2 clusters Score -1.082871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -10774886.000000 Penalty: 3686.471924
	Iteration 0F: 3 clusters Score -1.077489e+07 nChanged 40318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -10797924.000000 Penalty: 3686.471924
	Iteration 1F: 3 clusters Score -1.079792e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -10798545.000000 Penalty: 3686.471924
	Iteration 2Q: 3 clusters Score -1.079854e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -10799243.000000 Penalty: 3686.471924
	Iteration 3Q: 3 clusters Score -1.079924e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -10800027.000000 Penalty: 3686.471924
	Iteration 4Q: 3 clusters Score -1.080003e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -10800980.000000 Penalty: 3686.471924
	Iteration 5Q: 3 clusters Score -1.080098e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -10802476.000000 Penalty: 3686.471924
	Iteration 6Q: 3 clusters Score -1.080248e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -10804696.000000 Penalty: 3686.471924
	Iteration 7F: 3 clusters Score -1.08047e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -10808087.000000 Penalty: 3686.471924
	Iteration 8F: 3 clusters Score -1.080809e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -10812387.000000 Penalty: 3686.471924
	Iteration 9F: 3 clusters Score -1.081239e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -10816775.000000 Penalty: 3686.471924
	Iteration 10F: 3 clusters Score -1.081678e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -10819965.000000 Penalty: 3686.471924
	Iteration 11Q: 3 clusters Score -1.081996e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -10821706.000000 Penalty: 3686.471924
	Iteration 12Q: 3 clusters Score -1.082171e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -10822687.000000 Penalty: 3686.471924
	Iteration 13Q: 3 clusters Score -1.082269e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -10823363.000000 Penalty: 3686.471924
	Iteration 14Q: 3 clusters Score -1.082336e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -10823993.000000 Penalty: 3686.471924
	Iteration 15Q: 3 clusters Score -1.082399e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -10824491.000000 Penalty: 3686.471924
	Iteration 16Q: 3 clusters Score -1.082449e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -10824842.000000 Penalty: 3686.471924
	Iteration 17Q: 3 clusters Score -1.082484e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -10825157.000000 Penalty: 3686.471924
	Iteration 18Q: 3 clusters Score -1.082516e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -10825469.000000 Penalty: 3686.471924
	Iteration 19Q: 3 clusters Score -1.082547e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -10825728.000000 Penalty: 3686.471924
	Iteration 20F: 3 clusters Score -1.082573e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -10825933.000000 Penalty: 3686.471924
	Iteration 21Q: 3 clusters Score -1.082593e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10826101.000000 Penalty: 3686.471924
	Iteration 22Q: 3 clusters Score -1.08261e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -10826233.000000 Penalty: 3686.471924
	Iteration 23Q: 3 clusters Score -1.082623e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -10826374.000000 Penalty: 3686.471924
	Iteration 24Q: 3 clusters Score -1.082637e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10826520.000000 Penalty: 3686.471924
	Iteration 25Q: 3 clusters Score -1.082652e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -10826602.000000 Penalty: 3686.471924
	Iteration 26Q: 3 clusters Score -1.08266e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -10826703.000000 Penalty: 3686.471924
	Iteration 27Q: 3 clusters Score -1.08267e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -10826803.000000 Penalty: 3686.471924
	Iteration 28Q: 3 clusters Score -1.08268e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -10826886.000000 Penalty: 3686.471924
	Iteration 29Q: 3 clusters Score -1.082689e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -10826988.000000 Penalty: 3686.471924
	Iteration 30Q: 3 clusters Score -1.082699e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -10827059.000000 Penalty: 3686.471924
	Iteration 31Q: 3 clusters Score -1.082706e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -10827097.000000 Penalty: 3686.471924
	Iteration 32Q: 3 clusters Score -1.08271e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10827136.000000 Penalty: 3686.471924
	Iteration 33Q: 3 clusters Score -1.082714e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10827157.000000 Penalty: 3686.471924
	Iteration 34Q: 3 clusters Score -1.082716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -10827160.000000 Penalty: 3686.471924
	Iteration 35Q: 3 clusters Score -1.082716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -10827189.000000 Penalty: 3686.471924
	Iteration 36Q: 3 clusters Score -1.082719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -10827197.000000 Penalty: 3686.471924
	Iteration 37Q: 3 clusters Score -1.08272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -10827194.000000 Penalty: 3686.471924
	Iteration 38Q: 3 clusters Score -1.082719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10827191.000000 Penalty: 3686.471924
	Iteration 39Q: 3 clusters Score -1.082719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10827191.000000 Penalty: 3686.471924
	Iteration 40F: 3 clusters Score -1.082719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10827204.000000 Penalty: 3686.471924
	Iteration 41Q: 3 clusters Score -1.08272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -10827208.000000 Penalty: 3686.471924
	Iteration 42Q: 3 clusters Score -1.082721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -10827202.000000 Penalty: 3686.471924
	Iteration 43Q: 3 clusters Score -1.08272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -10827202.000000 Penalty: 3686.471924
	Iteration 44Q: 3 clusters Score -1.08272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -10827203.000000 Penalty: 3686.471924
	Iteration 45Q: 3 clusters Score -1.08272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -10827208.000000 Penalty: 3686.471924
	Iteration 46Q: 3 clusters Score -1.082721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -10827208.000000 Penalty: 3686.471924
	Iteration 47Q: 3 clusters Score -1.082721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -10827211.000000 Penalty: 3686.471924
	Iteration 48Q: 3 clusters Score -1.082721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -10827215.000000 Penalty: 3686.471924
	Iteration 49Q: 3 clusters Score -1.082722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -10827212.000000 Penalty: 3686.471924
	Iteration 50Q: 3 clusters Score -1.082721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -10827220.000000 Penalty: 3686.471924
	Iteration 51Q: 3 clusters Score -1.082722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -10827229.000000 Penalty: 3686.471924
	Iteration 52Q: 3 clusters Score -1.082723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -10827229.000000 Penalty: 3686.471924
	Iteration 53F: 3 clusters Score -1.082723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65654 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 22284 members 
Mstep: Class 12 contains 30642 members 
Mstep: Class 13 contains 82542 members 
Mstep: Class 14 contains 60287 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630684.000000 Penalty: 36216.003906
Iteration 279Q: 18 clusters Score -6.163068e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 66923 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 22291 members 
Mstep: Class 12 contains 30652 members 
Mstep: Class 13 contains 82580 members 
Mstep: Class 14 contains 60267 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630708.000000 Penalty: 36216.003906
Iteration 280F: 18 clusters Score -6.163071e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36257 members 
Mstep: Class 8 contains 66914 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22299 members 
Mstep: Class 12 contains 30657 members 
Mstep: Class 13 contains 82617 members 
Mstep: Class 14 contains 60247 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630728.000000 Penalty: 36216.003906
Iteration 281Q: 18 clusters Score -6.163073e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65649 members 
Mstep: Class 7 contains 36259 members 
Mstep: Class 8 contains 66912 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22306 members 
Mstep: Class 12 contains 30661 members 
Mstep: Class 13 contains 82664 members 
Mstep: Class 14 contains 60222 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630704.000000 Penalty: 36216.003906
Iteration 282Q: 18 clusters Score -6.16307e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65654 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66905 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22309 members 
Mstep: Class 12 contains 30665 members 
Mstep: Class 13 contains 82702 members 
Mstep: Class 14 contains 60192 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630732.000000 Penalty: 36216.003906
Iteration 283Q: 18 clusters Score -6.163073e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65657 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 66903 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22315 members 
Mstep: Class 12 contains 30669 members 
Mstep: Class 13 contains 82737 members 
Mstep: Class 14 contains 60156 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630688.000000 Penalty: 36216.003906
Iteration 284Q: 18 clusters Score -6.163069e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65659 members 
Mstep: Class 7 contains 36253 members 
Mstep: Class 8 contains 66895 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22317 members 
Mstep: Class 12 contains 30670 members 
Mstep: Class 13 contains 82787 members 
Mstep: Class 14 contains 60128 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630708.000000 Penalty: 36216.003906
Iteration 285Q: 18 clusters Score -6.163071e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36256 members 
Mstep: Class 8 contains 66884 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22318 members 
Mstep: Class 12 contains 30676 members 
Mstep: Class 13 contains 82844 members 
Mstep: Class 14 contains 60109 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630664.000000 Penalty: 36216.003906
Iteration 286Q: 18 clusters Score -6.163066e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65649 members 
Mstep: Class 7 contains 36259 members 
Mstep: Class 8 contains 66871 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22320 members 
Mstep: Class 12 contains 30677 members 
Mstep: Class 13 contains 82907 members 
Mstep: Class 14 contains 60075 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630632.000000 Penalty: 36216.003906
Iteration 287Q: 18 clusters Score -6.163063e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65644 members 
Mstep: Class 7 contains 36270 members 
Mstep: Class 8 contains 66853 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22316 members 
Mstep: Class 12 contains 30678 members 
Mstep: Class 13 contains 82983 members 
Mstep: Class 14 contains 60034 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630696.000000 Penalty: 36216.003906
Iteration 288Q: 18 clusters Score -6.16307e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65648 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 66848 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 22316 members 
Mstep: Class 12 contains 30677 members 
Mstep: Class 13 contains 83042 members 
Mstep: Class 14 contains 59992 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630652.000000 Penalty: 36216.003906
Iteration 289Q: 18 clusters Score -6.163065e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65648 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22316 members 
Mstep: Class 12 contains 30680 members 
Mstep: Class 13 contains 83115 members 
Mstep: Class 14 contains 59952 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630548.000000 Penalty: 36216.003906
Iteration 290Q: 18 clusters Score -6.163055e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65639 members 
Mstep: Class 7 contains 36281 members 
Mstep: Class 8 contains 66836 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22320 members 
Mstep: Class 12 contains 30677 members 
Mstep: Class 13 contains 83165 members 
Mstep: Class 14 contains 59911 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630668.000000 Penalty: 36216.003906
Iteration 291Q: 18 clusters Score -6.163067e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65639 members 
Mstep: Class 7 contains 36283 members 
Mstep: Class 8 contains 66835 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22325 members 
Mstep: Class 12 contains 30675 members 
Mstep: Class 13 contains 83203 members 
Mstep: Class 14 contains 59875 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630676.000000 Penalty: 36216.003906
Iteration 292Q: 18 clusters Score -6.163068e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65646 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 66825 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22327 members 
Mstep: Class 12 contains 30673 members 
Mstep: Class 13 contains 83230 members 
Mstep: Class 14 contains 59860 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630744.000000 Penalty: 36216.003906
Iteration 293Q: 18 clusters Score -6.163074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65650 members 
Mstep: Class 7 contains 36293 members 
Mstep: Class 8 contains 66826 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22326 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 13 contains 83241 members 
Mstep: Class 14 contains 59845 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630636.000000 Penalty: 36216.003906
Iteration 294Q: 18 clusters Score -6.163064e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 36296 members 
Mstep: Class 8 contains 66829 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22326 members 
Mstep: Class 12 contains 30673 members 
Mstep: Class 13 contains 83237 members 
Mstep: Class 14 contains 59819 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630684.000000 Penalty: 36216.003906
Iteration 295Q: 18 clusters Score -6.163068e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36296 members 
Mstep: Class 8 contains 66826 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 30677 members 
Mstep: Class 13 contains 83229 members 
Mstep: Class 14 contains 59787 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630696.000000 Penalty: 36216.003906
Iteration 296Q: 18 clusters Score -6.16307e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 66827 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 30679 members 
Mstep: Class 13 contains 83212 members 
Mstep: Class 14 contains 59762 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630624.000000 Penalty: 36216.003906
Iteration 297Q: 18 clusters Score -6.163062e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65661 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 66822 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22324 members 
Mstep: Class 12 contains 30678 members 
Mstep: Class 13 contains 83198 members 
Mstep: Class 14 contains 59746 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630656.000000 Penalty: 36216.003906
Iteration 298Q: 18 clusters Score -6.163066e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65658 members 
Mstep: Class 7 contains 36293 members 
Mstep: Class 8 contains 66816 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22329 members 
Mstep: Class 12 contains 30678 members 
Mstep: Class 13 contains 83186 members 
Mstep: Class 14 contains 59729 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630636.000000 Penalty: 36216.003906
Iteration 299Q: 18 clusters Score -6.163064e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36292 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22329 members 
Mstep: Class 12 contains 30681 members 
Mstep: Class 13 contains 83167 members 
Mstep: Class 14 contains 59704 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630536.000000 Penalty: 36216.003906
Iteration 300F: 18 clusters Score -6.163054e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22328 members 
Mstep: Class 12 contains 30680 members 
Mstep: Class 13 contains 83149 members 
Mstep: Class 14 contains 59676 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630568.000000 Penalty: 36216.003906
Iteration 301Q: 18 clusters Score -6.163057e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 36283 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22326 members 
Mstep: Class 12 contains 30677 members 
Mstep: Class 13 contains 83149 members 
Mstep: Class 14 contains 59651 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630524.000000 Penalty: 36216.003906
Iteration 302Q: 18 clusters Score -6.163052e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36276 members 
Mstep: Class 8 contains 66809 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 30675 members 
Mstep: Class 13 contains 83141 members 
Mstep: Class 14 contains 59628 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630604.000000 Penalty: 36216.003906
Iteration 303Q: 18 clusters Score -6.16306e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36279 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 13 contains 83121 members 
Mstep: Class 14 contains 59605 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630620.000000 Penalty: 36216.003906
Iteration 304Q: 18 clusters Score -6.163062e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22321 members 
Mstep: Class 12 contains 30671 members 
Mstep: Class 13 contains 83088 members 
Mstep: Class 14 contains 59592 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630548.000000 Penalty: 36216.003906
Iteration 305Q: 18 clusters Score -6.163055e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65671 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 66813 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 22324 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 13 contains 83064 members 
Mstep: Class 14 contains 59571 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630592.000000 Penalty: 36216.003906
Iteration 306Q: 18 clusters Score -6.163059e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 36288 members 
Mstep: Class 8 contains 66815 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22324 members 
Mstep: Class 12 contains 30673 members 
Mstep: Class 13 contains 83043 members 
Mstep: Class 14 contains 59562 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630656.000000 Penalty: 36216.003906
Iteration 307Q: 18 clusters Score -6.163066e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 22325 members 
Mstep: Class 12 contains 30671 members 
Mstep: Class 13 contains 83005 members 
Mstep: Class 14 contains 59549 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630612.000000 Penalty: 36216.003906
Iteration 308Q: 18 clusters Score -6.163061e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65661 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 66816 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 22324 members 
Mstep: Class 12 contains 30667 members 
Mstep: Class 13 contains 82978 members 
Mstep: Class 14 contains 59534 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630580.000000 Penalty: 36216.003906
Iteration 309Q: 18 clusters Score -6.163058e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65657 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 30664 members 
Mstep: Class 13 contains 82962 members 
Mstep: Class 14 contains 59514 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630604.000000 Penalty: 36216.003906
Iteration 310Q: 18 clusters Score -6.16306e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65652 members 
Mstep: Class 7 contains 36310 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22321 members 
Mstep: Class 12 contains 30666 members 
Mstep: Class 13 contains 82938 members 
Mstep: Class 14 contains 59490 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630608.000000 Penalty: 36216.003906
Iteration 311Q: 18 clusters Score -6.163061e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36311 members 
Mstep: Class 8 contains 66815 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 30662 members 
Mstep: Class 13 contains 82913 members 
Mstep: Class 14 contains 59472 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630588.000000 Penalty: 36216.003906
Iteration 312Q: 18 clusters Score -6.163059e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 36308 members 
Mstep: Class 8 contains 66812 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 30666 members 
Mstep: Class 13 contains 82892 members 
Mstep: Class 14 contains 59450 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630580.000000 Penalty: 36216.003906
Iteration 313Q: 18 clusters Score -6.163058e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66819 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 30671 members 
Mstep: Class 13 contains 82884 members 
Mstep: Class 14 contains 59432 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630556.000000 Penalty: 36216.003906
Iteration 314Q: 18 clusters Score -6.163056e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36304 members 
Mstep: Class 8 contains 66815 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22325 members 
Mstep: Class 12 contains 30675 members 
Mstep: Class 13 contains 82877 members 
Mstep: Class 14 contains 59417 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630536.000000 Penalty: 36216.003906
Iteration 315Q: 18 clusters Score -6.163054e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65659 members 
Mstep: Class 7 contains 36304 members 
Mstep: Class 8 contains 66813 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22330 members 
Mstep: Class 12 contains 30676 members 
Mstep: Class 13 contains 82870 members 
Mstep: Class 14 contains 59402 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630564.000000 Penalty: 36216.003906
Iteration 316Q: 18 clusters Score -6.163056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36301 members 
Mstep: Class 8 contains 66816 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 22332 members 
Mstep: Class 12 contains 30676 members 
Mstep: Class 13 contains 82862 members 
Mstep: Class 14 contains 59394 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630480.000000 Penalty: 36216.003906
Iteration 317Q: 18 clusters Score -6.163048e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36303 members 
Mstep: Class 8 contains 66820 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 22332 members 
Mstep: Class 12 contains 30681 members 
Mstep: Class 13 contains 82841 members 
Mstep: Class 14 contains 59384 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630492.000000 Penalty: 36216.003906
Iteration 318Q: 18 clusters Score -6.163049e+07 nChanged 83
Entering ConstructFrom: 
Score: -61630492.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Entering Unmasked Estep 
Score: -4036607.500000 Penalty: 1683.421875
	Iteration 0F: 2 clusters Score -4036608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4015440.500000 Penalty: 3366.843750
	Iteration 0F: 3 clusters Score -4015440 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4023583.500000 Penalty: 3366.843750
	Iteration 1F: 3 clusters Score -4023584 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4024048.750000 Penalty: 3366.843750
	Iteration 2Q: 3 clusters Score -4024049 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4024618.000000 Penalty: 3366.843750
	Iteration 3Q: 3 clusters Score -4024618 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4025391.000000 Penalty: 3366.843750
	Iteration 4Q: 3 clusters Score -4025391 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4026581.750000 Penalty: 3366.843750
	Iteration 5F: 3 clusters Score -4026582 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4028101.500000 Penalty: 3366.843750
	Iteration 6F: 3 clusters Score -4028102 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4029823.000000 Penalty: 3366.843750
	Iteration 7F: 3 clusters Score -4029823 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -4031300.000000 Penalty: 3366.843750
	Iteration 8F: 3 clusters Score -4031300 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4032389.250000 Penalty: 3366.843750
	Iteration 9Q: 3 clusters Score -4032389 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4033119.500000 Penalty: 3366.843750
	Iteration 10Q: 3 clusters Score -4033120 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4033575.000000 Penalty: 3366.843750
	Iteration 11Q: 3 clusters Score -4033575 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4033903.000000 Penalty: 3366.843750
	Iteration 12Q: 3 clusters Score -4033903 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4034129.250000 Penalty: 3366.843750
	Iteration 13Q: 3 clusters Score -4034129 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4034358.500000 Penalty: 3366.843750
	Iteration 14Q: 3 clusters Score -4034358 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4034538.750000 Penalty: 3366.843750
	Iteration 15Q: 3 clusters Score -4034539 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4034696.500000 Penalty: 3366.843750
	Iteration 16Q: 3 clusters Score -4034696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4034800.750000 Penalty: 3366.843750
	Iteration 17Q: 3 clusters Score -4034801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4034864.750000 Penalty: 3366.843750
	Iteration 18Q: 3 clusters Score -4034865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4034920.750000 Penalty: 3366.843750
	Iteration 19Q: 3 clusters Score -4034921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4034972.500000 Penalty: 3366.843750
	Iteration 20F: 3 clusters Score -4034972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4035020.750000 Penalty: 3366.843750
	Iteration 21Q: 3 clusters Score -4035021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4035062.500000 Penalty: 3366.843750
	Iteration 22Q: 3 clusters Score -4035062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4035091.750000 Penalty: 3366.843750
	Iteration 23Q: 3 clusters Score -4035092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4035110.000000 Penalty: 3366.843750
	Iteration 24Q: 3 clusters Score -4035110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4035124.000000 Penalty: 3366.843750
	Iteration 25Q: 3 clusters Score -4035124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4035131.750000 Penalty: 3366.843750
	Iteration 26Q: 3 clusters Score -4035132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4035143.000000 Penalty: 3366.843750
	Iteration 27Q: 3 clusters Score -4035143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4035147.750000 Penalty: 3366.843750
	Iteration 28Q: 3 clusters Score -4035148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4035149.000000 Penalty: 3366.843750
	Iteration 29Q: 3 clusters Score -4035149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4035150.750000 Penalty: 3366.843750
	Iteration 30Q: 3 clusters Score -4035151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4035153.500000 Penalty: 3366.843750
	Iteration 31Q: 3 clusters Score -4035154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4035151.750000 Penalty: 3366.843750
	Iteration 32Q: 3 clusters Score -4035152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4035152.250000 Penalty: 3366.843750
	Iteration 33Q: 3 clusters Score -4035152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4035151.750000 Penalty: 3366.843750
	Iteration 34Q: 3 clusters Score -4035152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4035162.750000 Penalty: 3366.843750
	Iteration 35Q: 3 clusters Score -4035163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4035168.000000 Penalty: 3366.843750
	Iteration 36Q: 3 clusters Score -4035168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4035166.500000 Penalty: 3366.843750
	Iteration 37Q: 3 clusters Score -4035166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4035166.500000 Penalty: 3366.843750
	Iteration 38Q: 3 clusters Score -4035166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4035167.750000 Penalty: 3366.843750
	Iteration 39Q: 3 clusters Score -4035168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4035168.750000 Penalty: 3366.843750
	Iteration 40F: 3 clusters Score -4035169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.781250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -506660.593750 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506660.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -507835.937500 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507835.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -508184.281250 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -508184.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -508464.031250 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -508464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -508688.437500 Penalty: 2723.051514
	Iteration 4F: 3 clusters Score -508688.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -508839.500000 Penalty: 2723.051514
	Iteration 5F: 3 clusters Score -508839.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -508939.343750 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -508939.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -508996.875000 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508996.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -509035.281250 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -509035.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -509069.562500 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -509069.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -509096.437500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -509096.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -509114.312500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -509114.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -509124.968750 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -509130.281250 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -509131.593750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -509134.125000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -509135.562500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -509135.718750 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -509136.687500 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -509137.500000 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -509137.968750 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -509138.343750 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -509138.937500 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -509138.937500 Penalty: 2723.051514
	Iteration 23F: 3 clusters Score -509138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -130645.773438 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -130645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129171.867188 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -129171.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129463.398438 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -129463.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129566.695312 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -129566.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129629.453125 Penalty: 2275.404785
	Iteration 3F: 3 clusters Score -129629.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129654.929688 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -129654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129671.187500 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -129671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129687.539062 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -129687.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129704.687500 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -129704.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129720.359375 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -129720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129736.718750 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -129736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129748.750000 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -129748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129764.468750 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -129764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129775.726562 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -129775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129786.257812 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -129786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129791.984375 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -129792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -129798.898438 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -129798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129804.257812 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -129804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -129807.539062 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -129807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129809.609375 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -129809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -129814.070312 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -129814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -129818.093750 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -129818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129822.226562 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -129822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129827.085938 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -129827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129838.039062 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -129838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129842.835938 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -129842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -129845.421875 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -129845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129849.562500 Penalty: 2275.404785
	Iteration 26Q: 3 clusters Score -129849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -129858.500000 Penalty: 2275.404785
	Iteration 27Q: 3 clusters Score -129858.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129865.617188 Penalty: 2275.404785
	Iteration 28Q: 3 clusters Score -129865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129868.132812 Penalty: 2275.404785
	Iteration 29Q: 3 clusters Score -129868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129870.406250 Penalty: 2275.404785
	Iteration 30Q: 3 clusters Score -129870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129874.250000 Penalty: 2275.404785
	Iteration 31Q: 3 clusters Score -129874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -129875.476562 Penalty: 2275.404785
	Iteration 32Q: 3 clusters Score -129875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129878.992188 Penalty: 2275.404785
	Iteration 33Q: 3 clusters Score -129879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129880.734375 Penalty: 2275.404785
	Iteration 34Q: 3 clusters Score -129880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129881.539062 Penalty: 2275.404785
	Iteration 35Q: 3 clusters Score -129881.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -129882.789062 Penalty: 2275.404785
	Iteration 36Q: 3 clusters Score -129882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -129883.593750 Penalty: 2275.404785
	Iteration 37Q: 3 clusters Score -129883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129885.281250 Penalty: 2275.404785
	Iteration 38Q: 3 clusters Score -129885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129887.859375 Penalty: 2275.404785
	Iteration 39Q: 3 clusters Score -129887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129891.125000 Penalty: 2275.404785
	Iteration 40F: 3 clusters Score -129891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -129894.773438 Penalty: 2275.404785
	Iteration 41Q: 3 clusters Score -129894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -129896.953125 Penalty: 2275.404785
	Iteration 42Q: 3 clusters Score -129897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129898.046875 Penalty: 2275.404785
	Iteration 43Q: 3 clusters Score -129898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129898.179688 Penalty: 2275.404785
	Iteration 44Q: 3 clusters Score -129898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129898.179688 Penalty: 2275.404785
	Iteration 45F: 3 clusters Score -129898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -629332.125000 Penalty: 1383.816162
	Iteration 0F: 2 clusters Score -629332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -625414.062500 Penalty: 2767.632324
	Iteration 0F: 3 clusters Score -625414.1 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -626493.562500 Penalty: 2767.632324
	Iteration 1F: 3 clusters Score -626493.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -626681.500000 Penalty: 2767.632324
	Iteration 2F: 3 clusters Score -626681.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -626837.312500 Penalty: 2767.632324
	Iteration 3F: 3 clusters Score -626837.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -626971.937500 Penalty: 2767.632324
	Iteration 4Q: 3 clusters Score -626971.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -627117.562500 Penalty: 2767.632324
	Iteration 5Q: 3 clusters Score -627117.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -627298.375000 Penalty: 2767.632324
	Iteration 6Q: 3 clusters Score -627298.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -627461.562500 Penalty: 2767.632324
	Iteration 7Q: 3 clusters Score -627461.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -627613.937500 Penalty: 2767.632324
	Iteration 8Q: 3 clusters Score -627613.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -627736.437500 Penalty: 2767.632324
	Iteration 9Q: 3 clusters Score -627736.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -627842.250000 Penalty: 2767.632324
	Iteration 10Q: 3 clusters Score -627842.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -627917.812500 Penalty: 2767.632324
	Iteration 11Q: 3 clusters Score -627917.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -627963.500000 Penalty: 2767.632324
	Iteration 12Q: 3 clusters Score -627963.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -627997.687500 Penalty: 2767.632324
	Iteration 13Q: 3 clusters Score -627997.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -628028.187500 Penalty: 2767.632324
	Iteration 14Q: 3 clusters Score -628028.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -628050.750000 Penalty: 2767.632324
	Iteration 15Q: 3 clusters Score -628050.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -628072.250000 Penalty: 2767.632324
	Iteration 16Q: 3 clusters Score -628072.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -628093.187500 Penalty: 2767.632324
	Iteration 17Q: 3 clusters Score -628093.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -628113.250000 Penalty: 2767.632324
	Iteration 18Q: 3 clusters Score -628113.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -628140.187500 Penalty: 2767.632324
	Iteration 19Q: 3 clusters Score -628140.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -628165.937500 Penalty: 2767.632324
	Iteration 20F: 3 clusters Score -628165.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -628185.687500 Penalty: 2767.632324
	Iteration 21Q: 3 clusters Score -628185.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -628202.625000 Penalty: 2767.632324
	Iteration 22Q: 3 clusters Score -628202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -628215.000000 Penalty: 2767.632324
	Iteration 23Q: 3 clusters Score -628215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -628224.250000 Penalty: 2767.632324
	Iteration 24Q: 3 clusters Score -628224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -628230.937500 Penalty: 2767.632324
	Iteration 25Q: 3 clusters Score -628230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -628235.312500 Penalty: 2767.632324
	Iteration 26Q: 3 clusters Score -628235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -628238.812500 Penalty: 2767.632324
	Iteration 27Q: 3 clusters Score -628238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -628244.062500 Penalty: 2767.632324
	Iteration 28Q: 3 clusters Score -628244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -628246.687500 Penalty: 2767.632324
	Iteration 29Q: 3 clusters Score -628246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -628246.625000 Penalty: 2767.632324
	Iteration 30Q: 3 clusters Score -628246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -628248.562500 Penalty: 2767.632324
	Iteration 31Q: 3 clusters Score -628248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -628248.500000 Penalty: 2767.632324
	Iteration 32Q: 3 clusters Score -628248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -628250.562500 Penalty: 2767.632324
	Iteration 33Q: 3 clusters Score -628250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -628253.875000 Penalty: 2767.632324
	Iteration 34Q: 3 clusters Score -628253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -628255.625000 Penalty: 2767.632324
	Iteration 35Q: 3 clusters Score -628255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -628258.250000 Penalty: 2767.632324
	Iteration 36Q: 3 clusters Score -628258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -628262.250000 Penalty: 2767.632324
	Iteration 37Q: 3 clusters Score -628262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -628264.500000 Penalty: 2767.632324
	Iteration 38Q: 3 clusters Score -628264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -628268.875000 Penalty: 2767.632324
	Iteration 39Q: 3 clusters Score -628268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -628269.875000 Penalty: 2767.632324
	Iteration 40F: 3 clusters Score -628269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -628272.250000 Penalty: 2767.632324
	Iteration 41Q: 3 clusters Score -628272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -628272.250000 Penalty: 2767.632324
	Iteration 42Q: 3 clusters Score -628272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -628272.625000 Penalty: 2767.632324
	Iteration 43Q: 3 clusters Score -628272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -628272.625000 Penalty: 2767.632324
	Iteration 44F: 3 clusters Score -628272.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49403.476562 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49403.48 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49821.597656 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49821.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50022.894531 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -50022.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50146.410156 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -50146.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -50191.750000 Penalty: 2026.183472
	Iteration 4Q: 3 clusters Score -50191.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50207.492188 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50207.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50210.726562 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50210.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50213.132812 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50213.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50216.316406 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50216.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50216.316406 Penalty: 2026.183472
	Iteration 9F: 3 clusters Score -50216.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Entering Unmasked Estep 
Score: -8364692.500000 Penalty: 1802.509644
	Iteration 0F: 2 clusters Score -8364692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8320996.500000 Penalty: 3605.019287
	Iteration 0F: 3 clusters Score -8320996 nChanged 31083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -8338499.500000 Penalty: 3605.019287
	Iteration 1F: 3 clusters Score -8338500 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -8338856.000000 Penalty: 3605.019287
	Iteration 2Q: 3 clusters Score -8338856 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8339162.500000 Penalty: 3605.019287
	Iteration 3Q: 3 clusters Score -8339162 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8339415.000000 Penalty: 3605.019287
	Iteration 4Q: 3 clusters Score -8339415 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -8339727.000000 Penalty: 3605.019287
	Iteration 5Q: 3 clusters Score -8339727 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -8340110.500000 Penalty: 3605.019287
	Iteration 6Q: 3 clusters Score -8340110 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -8340637.000000 Penalty: 3605.019287
	Iteration 7Q: 3 clusters Score -8340637 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8341390.000000 Penalty: 3605.019287
	Iteration 8Q: 3 clusters Score -8341390 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -8342674.000000 Penalty: 3605.019287
	Iteration 9Q: 3 clusters Score -8342674 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8344903.000000 Penalty: 3605.019287
	Iteration 10F: 3 clusters Score -8344903 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -8348460.000000 Penalty: 3605.019287
	Iteration 11F: 3 clusters Score -8348460 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -8352893.500000 Penalty: 3605.019287
	Iteration 12F: 3 clusters Score -8352894 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -8357148.000000 Penalty: 3605.019287
	Iteration 13F: 3 clusters Score -8357148 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -8360211.500000 Penalty: 3605.019287
	Iteration 14F: 3 clusters Score -8360212 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -8361861.500000 Penalty: 3605.019287
	Iteration 15Q: 3 clusters Score -8361862 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -8362519.000000 Penalty: 3605.019287
	Iteration 16Q: 3 clusters Score -8362519 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -8362849.500000 Penalty: 3605.019287
	Iteration 17Q: 3 clusters Score -8362850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -8363000.500000 Penalty: 3605.019287
	Iteration 18Q: 3 clusters Score -8363000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -8363044.000000 Penalty: 3605.019287
	Iteration 19Q: 3 clusters Score -8363044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -8363073.500000 Penalty: 3605.019287
	Iteration 20F: 3 clusters Score -8363074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8363098.500000 Penalty: 3605.019287
	Iteration 21Q: 3 clusters Score -8363098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -8363108.000000 Penalty: 3605.019287
	Iteration 22Q: 3 clusters Score -8363108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -8363116.000000 Penalty: 3605.019287
	Iteration 23Q: 3 clusters Score -8363116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -8363132.000000 Penalty: 3605.019287
	Iteration 24Q: 3 clusters Score -8363132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -8363133.500000 Penalty: 3605.019287
	Iteration 25Q: 3 clusters Score -8363134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -8363136.000000 Penalty: 3605.019287
	Iteration 26Q: 3 clusters Score -8363136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -8363139.500000 Penalty: 3605.019287
	Iteration 27Q: 3 clusters Score -8363140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -8363144.000000 Penalty: 3605.019287
	Iteration 28Q: 3 clusters Score -8363144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8363141.500000 Penalty: 3605.019287
	Iteration 29Q: 3 clusters Score -8363142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -8363141.000000 Penalty: 3605.019287
	Iteration 30Q: 3 clusters Score -8363141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8363140.000000 Penalty: 3605.019287
	Iteration 31Q: 3 clusters Score -8363140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8363140.000000 Penalty: 3605.019287
	Iteration 32F: 3 clusters Score -8363140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Entering Unmasked Estep 
Score: -4439315.500000 Penalty: 1706.203003
	Iteration 0F: 2 clusters Score -4439316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4414945.000000 Penalty: 3412.406006
	Iteration 0F: 3 clusters Score -4414945 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4424336.000000 Penalty: 3412.406006
	Iteration 1F: 3 clusters Score -4424336 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4424978.000000 Penalty: 3412.406006
	Iteration 2Q: 3 clusters Score -4424978 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4425856.000000 Penalty: 3412.406006
	Iteration 3F: 3 clusters Score -4425856 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4427254.000000 Penalty: 3412.406006
	Iteration 4F: 3 clusters Score -4427254 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4429328.500000 Penalty: 3412.406006
	Iteration 5F: 3 clusters Score -4429328 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4431942.000000 Penalty: 3412.406006
	Iteration 6F: 3 clusters Score -4431942 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4434466.500000 Penalty: 3412.406006
	Iteration 7F: 3 clusters Score -4434466 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4436136.500000 Penalty: 3412.406006
	Iteration 8Q: 3 clusters Score -4436136 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4437065.000000 Penalty: 3412.406006
	Iteration 9Q: 3 clusters Score -4437065 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4437445.500000 Penalty: 3412.406006
	Iteration 10Q: 3 clusters Score -4437446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4437602.000000 Penalty: 3412.406006
	Iteration 11Q: 3 clusters Score -4437602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4437678.000000 Penalty: 3412.406006
	Iteration 12Q: 3 clusters Score -4437678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4437716.000000 Penalty: 3412.406006
	Iteration 13Q: 3 clusters Score -4437716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4437745.000000 Penalty: 3412.406006
	Iteration 14Q: 3 clusters Score -4437745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4437778.000000 Penalty: 3412.406006
	Iteration 15Q: 3 clusters Score -4437778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4437796.500000 Penalty: 3412.406006
	Iteration 16Q: 3 clusters Score -4437796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4437805.500000 Penalty: 3412.406006
	Iteration 17Q: 3 clusters Score -4437806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4437810.500000 Penalty: 3412.406006
	Iteration 18Q: 3 clusters Score -4437810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4437818.500000 Penalty: 3412.406006
	Iteration 19Q: 3 clusters Score -4437818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4437820.000000 Penalty: 3412.406006
	Iteration 20F: 3 clusters Score -4437820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4437821.000000 Penalty: 3412.406006
	Iteration 21Q: 3 clusters Score -4437821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4437825.000000 Penalty: 3412.406006
	Iteration 22Q: 3 clusters Score -4437825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4437825.000000 Penalty: 3412.406006
	Iteration 23F: 3 clusters Score -4437825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Entering Unmasked Estep 
Score: -8556130.000000 Penalty: 1805.335571
	Iteration 0F: 2 clusters Score -8556130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8512245.000000 Penalty: 3610.671143
	Iteration 0F: 3 clusters Score -8512245 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -8530133.000000 Penalty: 3610.671143
	Iteration 1F: 3 clusters Score -8530133 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8530563.000000 Penalty: 3610.671143
	Iteration 2Q: 3 clusters Score -8530563 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8530997.000000 Penalty: 3610.671143
	Iteration 3Q: 3 clusters Score -8530997 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -8531511.000000 Penalty: 3610.671143
	Iteration 4Q: 3 clusters Score -8531511 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -8532155.000000 Penalty: 3610.671143
	Iteration 5Q: 3 clusters Score -8532155 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -8532906.000000 Penalty: 3610.671143
	Iteration 6Q: 3 clusters Score -8532906 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -8534226.000000 Penalty: 3610.671143
	Iteration 7Q: 3 clusters Score -8534226 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -8536329.000000 Penalty: 3610.671143
	Iteration 8F: 3 clusters Score -8536329 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8539489.000000 Penalty: 3610.671143
	Iteration 9F: 3 clusters Score -8539489 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -8542917.000000 Penalty: 3610.671143
	Iteration 10F: 3 clusters Score -8542917 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -8544846.000000 Penalty: 3610.671143
	Iteration 11F: 3 clusters Score -8544846 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -8545723.000000 Penalty: 3610.671143
	Iteration 12Q: 3 clusters Score -8545723 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8546281.000000 Penalty: 3610.671143
	Iteration 13Q: 3 clusters Score -8546281 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8546870.000000 Penalty: 3610.671143
	Iteration 14Q: 3 clusters Score -8546870 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -8547610.000000 Penalty: 3610.671143
	Iteration 15Q: 3 clusters Score -8547610 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -8548326.000000 Penalty: 3610.671143
	Iteration 16Q: 3 clusters Score -8548326 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -8549114.000000 Penalty: 3610.671143
	Iteration 17Q: 3 clusters Score -8549114 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -8549983.000000 Penalty: 3610.671143
	Iteration 18Q: 3 clusters Score -8549983 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -8550739.000000 Penalty: 3610.671143
	Iteration 19Q: 3 clusters Score -8550739 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -8551474.000000 Penalty: 3610.671143
	Iteration 20F: 3 clusters Score -8551474 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -8552095.000000 Penalty: 3610.671143
	Iteration 21Q: 3 clusters Score -8552095 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -8552615.000000 Penalty: 3610.671143
	Iteration 22Q: 3 clusters Score -8552615 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -8552945.000000 Penalty: 3610.671143
	Iteration 23Q: 3 clusters Score -8552945 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -8553113.000000 Penalty: 3610.671143
	Iteration 24Q: 3 clusters Score -8553113 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -8553255.000000 Penalty: 3610.671143
	Iteration 25Q: 3 clusters Score -8553255 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -8553319.000000 Penalty: 3610.671143
	Iteration 26Q: 3 clusters Score -8553319 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8553404.000000 Penalty: 3610.671143
	Iteration 27Q: 3 clusters Score -8553404 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -8553457.000000 Penalty: 3610.671143
	Iteration 28Q: 3 clusters Score -8553457 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -8553511.000000 Penalty: 3610.671143
	Iteration 29Q: 3 clusters Score -8553511 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -8553519.000000 Penalty: 3610.671143
	Iteration 30Q: 3 clusters Score -8553519 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -8553550.000000 Penalty: 3610.671143
	Iteration 31Q: 3 clusters Score -8553550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -8553581.000000 Penalty: 3610.671143
	Iteration 32Q: 3 clusters Score -8553581 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -8553579.000000 Penalty: 3610.671143
	Iteration 33Q: 3 clusters Score -8553579 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -8553558.000000 Penalty: 3610.671143
	Iteration 34Q: 3 clusters Score -8553558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -8553578.000000 Penalty: 3610.671143
	Iteration 35Q: 3 clusters Score -8553578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8553610.000000 Penalty: 3610.671143
	Iteration 36Q: 3 clusters Score -8553610 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8553603.000000 Penalty: 3610.671143
	Iteration 37Q: 3 clusters Score -8553603 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -8553637.000000 Penalty: 3610.671143
	Iteration 38Q: 3 clusters Score -8553637 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -8553651.000000 Penalty: 3610.671143
	Iteration 39Q: 3 clusters Score -8553651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -8553651.000000 Penalty: 3610.671143
	Iteration 40F: 3 clusters Score -8553651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -8553649.000000 Penalty: 3610.671143
	Iteration 41Q: 3 clusters Score -8553649 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -8553660.000000 Penalty: 3610.671143
	Iteration 42Q: 3 clusters Score -8553660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -8553661.000000 Penalty: 3610.671143
	Iteration 43Q: 3 clusters Score -8553661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -8553664.000000 Penalty: 3610.671143
	Iteration 44Q: 3 clusters Score -8553664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8553660.000000 Penalty: 3610.671143
	Iteration 45Q: 3 clusters Score -8553660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -8553652.000000 Penalty: 3610.671143
	Iteration 46Q: 3 clusters Score -8553652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -8553632.000000 Penalty: 3610.671143
	Iteration 47Q: 3 clusters Score -8553632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8553611.000000 Penalty: 3610.671143
	Iteration 48Q: 3 clusters Score -8553611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -8553629.000000 Penalty: 3610.671143
	Iteration 49Q: 3 clusters Score -8553629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8553628.000000 Penalty: 3610.671143
	Iteration 50Q: 3 clusters Score -8553628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8553619.000000 Penalty: 3610.671143
	Iteration 51Q: 3 clusters Score -8553619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8553629.000000 Penalty: 3610.671143
	Iteration 52Q: 3 clusters Score -8553629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -8553630.000000 Penalty: 3610.671143
	Iteration 53Q: 3 clusters Score -8553630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -8553633.000000 Penalty: 3610.671143
	Iteration 54Q: 3 clusters Score -8553633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -8553635.000000 Penalty: 3610.671143
	Iteration 55Q: 3 clusters Score -8553635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -8553621.000000 Penalty: 3610.671143
	Iteration 56Q: 3 clusters Score -8553621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -8553617.000000 Penalty: 3610.671143
	Iteration 57Q: 3 clusters Score -8553617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -8553616.000000 Penalty: 3610.671143
	Iteration 58Q: 3 clusters Score -8553616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -8553611.000000 Penalty: 3610.671143
	Iteration 59Q: 3 clusters Score -8553611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -8553612.000000 Penalty: 3610.671143
	Iteration 60F: 3 clusters Score -8553612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -8553623.000000 Penalty: 3610.671143
	Iteration 61Q: 3 clusters Score -8553623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -8553614.000000 Penalty: 3610.671143
	Iteration 62Q: 3 clusters Score -8553614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -8553627.000000 Penalty: 3610.671143
	Iteration 63Q: 3 clusters Score -8553627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -8553623.000000 Penalty: 3610.671143
	Iteration 64Q: 3 clusters Score -8553623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -8553640.000000 Penalty: 3610.671143
	Iteration 65Q: 3 clusters Score -8553640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -8553648.000000 Penalty: 3610.671143
	Iteration 66Q: 3 clusters Score -8553648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -8553656.000000 Penalty: 3610.671143
	Iteration 67Q: 3 clusters Score -8553656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8553663.000000 Penalty: 3610.671143
	Iteration 68Q: 3 clusters Score -8553663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -8553660.000000 Penalty: 3610.671143
	Iteration 69Q: 3 clusters Score -8553660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -8553657.000000 Penalty: 3610.671143
	Iteration 70Q: 3 clusters Score -8553657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8553647.000000 Penalty: 3610.671143
	Iteration 71Q: 3 clusters Score -8553647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -8553652.000000 Penalty: 3610.671143
	Iteration 72Q: 3 clusters Score -8553652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -8553648.000000 Penalty: 3610.671143
	Iteration 73Q: 3 clusters Score -8553648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -8553659.000000 Penalty: 3610.671143
	Iteration 74Q: 3 clusters Score -8553659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8553654.000000 Penalty: 3610.671143
	Iteration 75Q: 3 clusters Score -8553654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -8553651.000000 Penalty: 3610.671143
	Iteration 76Q: 3 clusters Score -8553651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8553654.000000 Penalty: 3610.671143
	Iteration 77Q: 3 clusters Score -8553654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8553649.000000 Penalty: 3610.671143
	Iteration 78Q: 3 clusters Score -8553649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -8553642.000000 Penalty: 3610.671143
	Iteration 79Q: 3 clusters Score -8553642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -8553646.000000 Penalty: 3610.671143
	Iteration 80F: 3 clusters Score -8553646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -8553646.000000 Penalty: 3610.671143
	Iteration 81Q: 3 clusters Score -8553646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -8553635.000000 Penalty: 3610.671143
	Iteration 82Q: 3 clusters Score -8553635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8553640.000000 Penalty: 3610.671143
	Iteration 83Q: 3 clusters Score -8553640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -8553645.000000 Penalty: 3610.671143
	Iteration 84Q: 3 clusters Score -8553645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8553638.000000 Penalty: 3610.671143
	Iteration 85Q: 3 clusters Score -8553638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -8553637.000000 Penalty: 3610.671143
	Iteration 86Q: 3 clusters Score -8553637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -8553642.000000 Penalty: 3610.671143
	Iteration 87Q: 3 clusters Score -8553642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -8553644.000000 Penalty: 3610.671143
	Iteration 88Q: 3 clusters Score -8553644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -8553645.000000 Penalty: 3610.671143
	Iteration 89Q: 3 clusters Score -8553645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -8553648.000000 Penalty: 3610.671143
	Iteration 90Q: 3 clusters Score -8553648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8553641.000000 Penalty: 3610.671143
	Iteration 91Q: 3 clusters Score -8553641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -8553647.000000 Penalty: 3610.671143
	Iteration 92Q: 3 clusters Score -8553647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -8553649.000000 Penalty: 3610.671143
	Iteration 93Q: 3 clusters Score -8553649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -8553654.000000 Penalty: 3610.671143
	Iteration 94Q: 3 clusters Score -8553654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8553654.000000 Penalty: 3610.671143
	Iteration 95Q: 3 clusters Score -8553654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8553653.000000 Penalty: 3610.671143
	Iteration 96Q: 3 clusters Score -8553653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -8553659.000000 Penalty: 3610.671143
	Iteration 97Q: 3 clusters Score -8553659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -8553657.000000 Penalty: 3610.671143
	Iteration 98Q: 3 clusters Score -8553657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -8553649.000000 Penalty: 3610.671143
	Iteration 99Q: 3 clusters Score -8553649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8553648.000000 Penalty: 3610.671143
	Iteration 100F: 3 clusters Score -8553648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8553651.000000 Penalty: 3610.671143
	Iteration 101Q: 3 clusters Score -8553651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8553651.000000 Penalty: 3610.671143
	Iteration 102F: 3 clusters Score -8553651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21247.050781 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21247.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21656.814453 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21656.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21873.646484 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21873.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21924.582031 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21924.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21951.904297 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21963.623047 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21963.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21973.335938 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21973.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21977.439453 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21977.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21979.449219 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21979.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21982.306641 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21982.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21983.628906 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21983.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21983.628906 Penalty: 1871.643066
	Iteration 11F: 3 clusters Score -21983.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66820 members 
Mstep: Class 9 contains 98 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 30688 members 
Mstep: Class 13 contains 82825 members 
Mstep: Class 14 contains 59372 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84889 members 
Mstep: Class 18 contains 219 members 
Entering Unmasked Estep 
Score: -61629516.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61630492.000000 to -61629516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -120457.046875 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -120457 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 490 members 
Entering Unmasked Estep 
Score: -119029.171875 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -119029.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119277.796875 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -119277.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119328.132812 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -119328.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119349.796875 Penalty: 2233.104736
	Iteration 3Q: 3 clusters Score -119349.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119370.578125 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -119370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119380.070312 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -119380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119391.742188 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -119391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119401.593750 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -119401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119412.328125 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -119412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119419.593750 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -119419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119424.007812 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -119424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119430.554688 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -119430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119433.875000 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -119433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119434.437500 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -119434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119435.554688 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -119435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119435.554688 Penalty: 2233.104736
	Iteration 15F: 3 clusters Score -119435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Entering Unmasked Estep 
Score: -2835755.250000 Penalty: 1627.260376
	Iteration 0F: 2 clusters Score -2835755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2820555.000000 Penalty: 3254.520752
	Iteration 0F: 3 clusters Score -2820555 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2826034.500000 Penalty: 3254.520752
	Iteration 1F: 3 clusters Score -2826034 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2826313.500000 Penalty: 3254.520752
	Iteration 2Q: 3 clusters Score -2826314 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2826564.250000 Penalty: 3254.520752
	Iteration 3Q: 3 clusters Score -2826564 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2826779.500000 Penalty: 3254.520752
	Iteration 4Q: 3 clusters Score -2826780 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2826984.750000 Penalty: 3254.520752
	Iteration 5Q: 3 clusters Score -2826985 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2827168.250000 Penalty: 3254.520752
	Iteration 6Q: 3 clusters Score -2827168 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2827406.000000 Penalty: 3254.520752
	Iteration 7Q: 3 clusters Score -2827406 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2827712.250000 Penalty: 3254.520752
	Iteration 8Q: 3 clusters Score -2827712 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2828089.000000 Penalty: 3254.520752
	Iteration 9Q: 3 clusters Score -2828089 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2828575.750000 Penalty: 3254.520752
	Iteration 10Q: 3 clusters Score -2828576 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2829154.000000 Penalty: 3254.520752
	Iteration 11Q: 3 clusters Score -2829154 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2829874.000000 Penalty: 3254.520752
	Iteration 12Q: 3 clusters Score -2829874 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2830767.500000 Penalty: 3254.520752
	Iteration 13F: 3 clusters Score -2830768 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2831598.250000 Penalty: 3254.520752
	Iteration 14F: 3 clusters Score -2831598 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2832325.250000 Penalty: 3254.520752
	Iteration 15Q: 3 clusters Score -2832325 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2832966.750000 Penalty: 3254.520752
	Iteration 16Q: 3 clusters Score -2832967 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2833472.750000 Penalty: 3254.520752
	Iteration 17Q: 3 clusters Score -2833473 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2833801.250000 Penalty: 3254.520752
	Iteration 18Q: 3 clusters Score -2833801 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2833997.750000 Penalty: 3254.520752
	Iteration 19Q: 3 clusters Score -2833998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2834138.000000 Penalty: 3254.520752
	Iteration 20F: 3 clusters Score -2834138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2834198.000000 Penalty: 3254.520752
	Iteration 21Q: 3 clusters Score -2834198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2834262.000000 Penalty: 3254.520752
	Iteration 22Q: 3 clusters Score -2834262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2834309.500000 Penalty: 3254.520752
	Iteration 23Q: 3 clusters Score -2834310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2834339.250000 Penalty: 3254.520752
	Iteration 24Q: 3 clusters Score -2834339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2834349.500000 Penalty: 3254.520752
	Iteration 25Q: 3 clusters Score -2834350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2834356.750000 Penalty: 3254.520752
	Iteration 26Q: 3 clusters Score -2834357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2834365.750000 Penalty: 3254.520752
	Iteration 27Q: 3 clusters Score -2834366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2834369.250000 Penalty: 3254.520752
	Iteration 28Q: 3 clusters Score -2834369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2834374.250000 Penalty: 3254.520752
	Iteration 29Q: 3 clusters Score -2834374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2834374.750000 Penalty: 3254.520752
	Iteration 30Q: 3 clusters Score -2834375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2834377.000000 Penalty: 3254.520752
	Iteration 31Q: 3 clusters Score -2834377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2834380.750000 Penalty: 3254.520752
	Iteration 32Q: 3 clusters Score -2834381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2834379.500000 Penalty: 3254.520752
	Iteration 33Q: 3 clusters Score -2834380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2834382.750000 Penalty: 3254.520752
	Iteration 34Q: 3 clusters Score -2834383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2834383.250000 Penalty: 3254.520752
	Iteration 35Q: 3 clusters Score -2834383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2834384.500000 Penalty: 3254.520752
	Iteration 36Q: 3 clusters Score -2834384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2834382.250000 Penalty: 3254.520752
	Iteration 37Q: 3 clusters Score -2834382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2834382.250000 Penalty: 3254.520752
	Iteration 38F: 3 clusters Score -2834382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Entering Unmasked Estep 
Score: -3908580.000000 Penalty: 1678.889404
	Iteration 0F: 2 clusters Score -3908580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3888020.250000 Penalty: 3357.778809
	Iteration 0F: 3 clusters Score -3888020 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3895930.500000 Penalty: 3357.778809
	Iteration 1F: 3 clusters Score -3895930 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3896548.750000 Penalty: 3357.778809
	Iteration 2Q: 3 clusters Score -3896549 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3897458.250000 Penalty: 3357.778809
	Iteration 3F: 3 clusters Score -3897458 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3898778.750000 Penalty: 3357.778809
	Iteration 4F: 3 clusters Score -3898779 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3900695.250000 Penalty: 3357.778809
	Iteration 5F: 3 clusters Score -3900695 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3903078.750000 Penalty: 3357.778809
	Iteration 6F: 3 clusters Score -3903079 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3905172.500000 Penalty: 3357.778809
	Iteration 7F: 3 clusters Score -3905172 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3906340.500000 Penalty: 3357.778809
	Iteration 8Q: 3 clusters Score -3906340 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3906774.500000 Penalty: 3357.778809
	Iteration 9Q: 3 clusters Score -3906774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3906950.750000 Penalty: 3357.778809
	Iteration 10Q: 3 clusters Score -3906951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3906989.250000 Penalty: 3357.778809
	Iteration 11Q: 3 clusters Score -3906989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3907006.500000 Penalty: 3357.778809
	Iteration 12Q: 3 clusters Score -3907006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3907026.750000 Penalty: 3357.778809
	Iteration 13Q: 3 clusters Score -3907027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3907037.750000 Penalty: 3357.778809
	Iteration 14Q: 3 clusters Score -3907038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3907037.000000 Penalty: 3357.778809
	Iteration 15Q: 3 clusters Score -3907037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3907037.000000 Penalty: 3357.778809
	Iteration 16F: 3 clusters Score -3907037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Entering Unmasked Estep 
Score: -10568683.000000 Penalty: 1840.228760
	Iteration 0F: 2 clusters Score -1.056868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -10516013.000000 Penalty: 3680.457520
	Iteration 0F: 3 clusters Score -1.051601e+07 nChanged 39296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -10538961.000000 Penalty: 3680.457520
	Iteration 1F: 3 clusters Score -1.053896e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -10540269.000000 Penalty: 3680.457520
	Iteration 2Q: 3 clusters Score -1.054027e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -10542218.000000 Penalty: 3680.457520
	Iteration 3Q: 3 clusters Score -1.054222e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -10545104.000000 Penalty: 3680.457520
	Iteration 4F: 3 clusters Score -1.05451e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -10548734.000000 Penalty: 3680.457520
	Iteration 5F: 3 clusters Score -1.054873e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -10552821.000000 Penalty: 3680.457520
	Iteration 6F: 3 clusters Score -1.055282e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -10556497.000000 Penalty: 3680.457520
	Iteration 7F: 3 clusters Score -1.05565e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -10559367.000000 Penalty: 3680.457520
	Iteration 8F: 3 clusters Score -1.055937e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -10561149.000000 Penalty: 3680.457520
	Iteration 9Q: 3 clusters Score -1.056115e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -10562195.000000 Penalty: 3680.457520
	Iteration 10Q: 3 clusters Score -1.05622e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -10562661.000000 Penalty: 3680.457520
	Iteration 11Q: 3 clusters Score -1.056266e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -10562976.000000 Penalty: 3680.457520
	Iteration 12Q: 3 clusters Score -1.056298e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -10563091.000000 Penalty: 3680.457520
	Iteration 13Q: 3 clusters Score -1.056309e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -10563240.000000 Penalty: 3680.457520
	Iteration 14Q: 3 clusters Score -1.056324e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -10563328.000000 Penalty: 3680.457520
	Iteration 15Q: 3 clusters Score -1.056333e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -10563484.000000 Penalty: 3680.457520
	Iteration 16Q: 3 clusters Score -1.056348e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -10563587.000000 Penalty: 3680.457520
	Iteration 17Q: 3 clusters Score -1.056359e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -10563659.000000 Penalty: 3680.457520
	Iteration 18Q: 3 clusters Score -1.056366e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -10563717.000000 Penalty: 3680.457520
	Iteration 19Q: 3 clusters Score -1.056372e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -10563794.000000 Penalty: 3680.457520
	Iteration 20F: 3 clusters Score -1.056379e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -10563908.000000 Penalty: 3680.457520
	Iteration 21Q: 3 clusters Score -1.056391e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -10563985.000000 Penalty: 3680.457520
	Iteration 22Q: 3 clusters Score -1.056398e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -10564102.000000 Penalty: 3680.457520
	Iteration 23Q: 3 clusters Score -1.05641e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -10564273.000000 Penalty: 3680.457520
	Iteration 24Q: 3 clusters Score -1.056427e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -10564462.000000 Penalty: 3680.457520
	Iteration 25Q: 3 clusters Score -1.056446e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -10564702.000000 Penalty: 3680.457520
	Iteration 26Q: 3 clusters Score -1.05647e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -10564869.000000 Penalty: 3680.457520
	Iteration 27Q: 3 clusters Score -1.056487e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -10565135.000000 Penalty: 3680.457520
	Iteration 28Q: 3 clusters Score -1.056514e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -10565308.000000 Penalty: 3680.457520
	Iteration 29Q: 3 clusters Score -1.056531e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -10565453.000000 Penalty: 3680.457520
	Iteration 30Q: 3 clusters Score -1.056545e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -10565522.000000 Penalty: 3680.457520
	Iteration 31Q: 3 clusters Score -1.056552e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -10565585.000000 Penalty: 3680.457520
	Iteration 32Q: 3 clusters Score -1.056558e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -10565650.000000 Penalty: 3680.457520
	Iteration 33Q: 3 clusters Score -1.056565e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -10565666.000000 Penalty: 3680.457520
	Iteration 34Q: 3 clusters Score -1.056567e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -10565723.000000 Penalty: 3680.457520
	Iteration 35Q: 3 clusters Score -1.056572e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -10565740.000000 Penalty: 3680.457520
	Iteration 36Q: 3 clusters Score -1.056574e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -10565755.000000 Penalty: 3680.457520
	Iteration 37Q: 3 clusters Score -1.056576e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -10565771.000000 Penalty: 3680.457520
	Iteration 38Q: 3 clusters Score -1.056577e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -10565784.000000 Penalty: 3680.457520
	Iteration 39Q: 3 clusters Score -1.056578e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -10565782.000000 Penalty: 3680.457520
	Iteration 40F: 3 clusters Score -1.056578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -10565794.000000 Penalty: 3680.457520
	Iteration 41Q: 3 clusters Score -1.056579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -10565810.000000 Penalty: 3680.457520
	Iteration 42Q: 3 clusters Score -1.056581e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -10565807.000000 Penalty: 3680.457520
	Iteration 43Q: 3 clusters Score -1.056581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -10565809.000000 Penalty: 3680.457520
	Iteration 44Q: 3 clusters Score -1.056581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10565815.000000 Penalty: 3680.457520
	Iteration 45Q: 3 clusters Score -1.056582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -10565821.000000 Penalty: 3680.457520
	Iteration 46Q: 3 clusters Score -1.056582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -10565815.000000 Penalty: 3680.457520
	Iteration 47Q: 3 clusters Score -1.056582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -10565827.000000 Penalty: 3680.457520
	Iteration 48Q: 3 clusters Score -1.056583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -10565834.000000 Penalty: 3680.457520
	Iteration 49Q: 3 clusters Score -1.056583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -10565828.000000 Penalty: 3680.457520
	Iteration 50Q: 3 clusters Score -1.056583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -10565836.000000 Penalty: 3680.457520
	Iteration 51Q: 3 clusters Score -1.056584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -10565815.000000 Penalty: 3680.457520
	Iteration 52Q: 3 clusters Score -1.056582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -10565820.000000 Penalty: 3680.457520
	Iteration 53Q: 3 clusters Score -1.056582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -10565828.000000 Penalty: 3680.457520
	Iteration 54Q: 3 clusters Score -1.056583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -10565825.000000 Penalty: 3680.457520
	Iteration 55Q: 3 clusters Score -1.056582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -10565823.000000 Penalty: 3680.457520
	Iteration 56Q: 3 clusters Score -1.056582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -10565827.000000 Penalty: 3680.457520
	Iteration 57Q: 3 clusters Score -1.056583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -10565820.000000 Penalty: 3680.457520
	Iteration 58Q: 3 clusters Score -1.056582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -10565819.000000 Penalty: 3680.457520
	Iteration 59Q: 3 clusters Score -1.056582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -10565811.000000 Penalty: 3680.457520
	Iteration 60F: 3 clusters Score -1.056581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -10565821.000000 Penalty: 3680.457520
	Iteration 61Q: 3 clusters Score -1.056582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -10565813.000000 Penalty: 3680.457520
	Iteration 62Q: 3 clusters Score -1.056581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -10565826.000000 Penalty: 3680.457520
	Iteration 63Q: 3 clusters Score -1.056583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -10565830.000000 Penalty: 3680.457520
	Iteration 64Q: 3 clusters Score -1.056583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -10565821.000000 Penalty: 3680.457520
	Iteration 65Q: 3 clusters Score -1.056582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -10565829.000000 Penalty: 3680.457520
	Iteration 66Q: 3 clusters Score -1.056583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -10565833.000000 Penalty: 3680.457520
	Iteration 67Q: 3 clusters Score -1.056583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -10565820.000000 Penalty: 3680.457520
	Iteration 68Q: 3 clusters Score -1.056582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -10565825.000000 Penalty: 3680.457520
	Iteration 69Q: 3 clusters Score -1.056582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -10565825.000000 Penalty: 3680.457520
	Iteration 70F: 3 clusters Score -1.056582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Entering Unmasked Estep 
Score: -7564169.000000 Penalty: 1786.131470
	Iteration 0F: 2 clusters Score -7564169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -7524776.500000 Penalty: 3572.262939
	Iteration 0F: 3 clusters Score -7524776 nChanged 28025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -7541227.000000 Penalty: 3572.262939
	Iteration 1F: 3 clusters Score -7541227 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7542711.500000 Penalty: 3572.262939
	Iteration 2F: 3 clusters Score -7542712 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7545118.000000 Penalty: 3572.262939
	Iteration 3F: 3 clusters Score -7545118 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7548638.000000 Penalty: 3572.262939
	Iteration 4F: 3 clusters Score -7548638 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -7553060.500000 Penalty: 3572.262939
	Iteration 5F: 3 clusters Score -7553060 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -7556849.000000 Penalty: 3572.262939
	Iteration 6F: 3 clusters Score -7556849 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7559125.500000 Penalty: 3572.262939
	Iteration 7Q: 3 clusters Score -7559126 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7560322.500000 Penalty: 3572.262939
	Iteration 8Q: 3 clusters Score -7560322 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -7560934.500000 Penalty: 3572.262939
	Iteration 9Q: 3 clusters Score -7560934 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -7561305.000000 Penalty: 3572.262939
	Iteration 10Q: 3 clusters Score -7561305 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7561565.500000 Penalty: 3572.262939
	Iteration 11Q: 3 clusters Score -7561566 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -7561794.000000 Penalty: 3572.262939
	Iteration 12Q: 3 clusters Score -7561794 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -7561982.500000 Penalty: 3572.262939
	Iteration 13Q: 3 clusters Score -7561982 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7562130.500000 Penalty: 3572.262939
	Iteration 14Q: 3 clusters Score -7562130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7562270.500000 Penalty: 3572.262939
	Iteration 15Q: 3 clusters Score -7562270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7562371.000000 Penalty: 3572.262939
	Iteration 16Q: 3 clusters Score -7562371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -7562460.000000 Penalty: 3572.262939
	Iteration 17Q: 3 clusters Score -7562460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -7562520.000000 Penalty: 3572.262939
	Iteration 18Q: 3 clusters Score -7562520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7562560.500000 Penalty: 3572.262939
	Iteration 19Q: 3 clusters Score -7562560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7562578.000000 Penalty: 3572.262939
	Iteration 20F: 3 clusters Score -7562578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7562623.000000 Penalty: 3572.262939
	Iteration 21Q: 3 clusters Score -7562623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7562641.000000 Penalty: 3572.262939
	Iteration 22Q: 3 clusters Score -7562641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -7562655.000000 Penalty: 3572.262939
	Iteration 23Q: 3 clusters Score -7562655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -7562671.000000 Penalty: 3572.262939
	Iteration 24Q: 3 clusters Score -7562671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -7562681.000000 Penalty: 3572.262939
	Iteration 25Q: 3 clusters Score -7562681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -7562687.000000 Penalty: 3572.262939
	Iteration 26Q: 3 clusters Score -7562687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7562696.500000 Penalty: 3572.262939
	Iteration 27Q: 3 clusters Score -7562696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -7562714.500000 Penalty: 3572.262939
	Iteration 28Q: 3 clusters Score -7562714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -7562718.500000 Penalty: 3572.262939
	Iteration 29Q: 3 clusters Score -7562718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -7562732.500000 Penalty: 3572.262939
	Iteration 30Q: 3 clusters Score -7562732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -7562746.000000 Penalty: 3572.262939
	Iteration 31Q: 3 clusters Score -7562746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7562753.500000 Penalty: 3572.262939
	Iteration 32Q: 3 clusters Score -7562754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -7562752.000000 Penalty: 3572.262939
	Iteration 33Q: 3 clusters Score -7562752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -7562752.000000 Penalty: 3572.262939
	Iteration 34Q: 3 clusters Score -7562752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -7562743.000000 Penalty: 3572.262939
	Iteration 35Q: 3 clusters Score -7562743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -7562743.000000 Penalty: 3572.262939
	Iteration 36Q: 3 clusters Score -7562743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7562743.500000 Penalty: 3572.262939
	Iteration 37Q: 3 clusters Score -7562744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7562744.000000 Penalty: 3572.262939
	Iteration 38Q: 3 clusters Score -7562744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7562745.000000 Penalty: 3572.262939
	Iteration 39Q: 3 clusters Score -7562745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -7562748.000000 Penalty: 3572.262939
	Iteration 40F: 3 clusters Score -7562748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -7562752.000000 Penalty: 3572.262939
	Iteration 41Q: 3 clusters Score -7562752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7562751.500000 Penalty: 3572.262939
	Iteration 42Q: 3 clusters Score -7562752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -7562755.500000 Penalty: 3572.262939
	Iteration 43Q: 3 clusters Score -7562756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -7562745.000000 Penalty: 3572.262939
	Iteration 44Q: 3 clusters Score -7562745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -7562751.000000 Penalty: 3572.262939
	Iteration 45Q: 3 clusters Score -7562751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7562751.000000 Penalty: 3572.262939
	Iteration 46Q: 3 clusters Score -7562751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7562751.000000 Penalty: 3572.262939
	Iteration 47F: 3 clusters Score -7562751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72633.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71479.507812 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71479.51 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71674.101562 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71674.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71728.773438 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71728.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71762.921875 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -71762.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71794.078125 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -71794.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71810.937500 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71810.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71832.929688 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71832.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71845.601562 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71874.726562 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71874.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71897.648438 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71897.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71909.398438 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -71909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71910.585938 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -71910.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71911.804688 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -71911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71911.804688 Penalty: 2098.450195
	Iteration 13F: 3 clusters Score -71911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32921.601562 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32921.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33142.738281 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33142.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33255.019531 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33255.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33384.957031 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -33384.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33550.804688 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -33550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33617.410156 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33617.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33668.644531 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33668.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33723.273438 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33723.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33723.273438 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -33723.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Entering Unmasked Estep 
Score: -10894101.000000 Penalty: 1844.228760
	Iteration 0F: 2 clusters Score -1.08941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -10839852.000000 Penalty: 3688.457520
	Iteration 0F: 3 clusters Score -1.083985e+07 nChanged 40399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -10863457.000000 Penalty: 3688.457520
	Iteration 1F: 3 clusters Score -1.086346e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -10863934.000000 Penalty: 3688.457520
	Iteration 2Q: 3 clusters Score -1.086393e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -10864497.000000 Penalty: 3688.457520
	Iteration 3Q: 3 clusters Score -1.08645e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -10864992.000000 Penalty: 3688.457520
	Iteration 4Q: 3 clusters Score -1.086499e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -10865453.000000 Penalty: 3688.457520
	Iteration 5Q: 3 clusters Score -1.086545e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -10865872.000000 Penalty: 3688.457520
	Iteration 6Q: 3 clusters Score -1.086587e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -10866352.000000 Penalty: 3688.457520
	Iteration 7Q: 3 clusters Score -1.086635e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -10866894.000000 Penalty: 3688.457520
	Iteration 8Q: 3 clusters Score -1.086689e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -10867394.000000 Penalty: 3688.457520
	Iteration 9Q: 3 clusters Score -1.086739e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -10867983.000000 Penalty: 3688.457520
	Iteration 10Q: 3 clusters Score -1.086798e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -10868777.000000 Penalty: 3688.457520
	Iteration 11Q: 3 clusters Score -1.086878e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -10869766.000000 Penalty: 3688.457520
	Iteration 12Q: 3 clusters Score -1.086977e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -10871390.000000 Penalty: 3688.457520
	Iteration 13Q: 3 clusters Score -1.087139e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -10873925.000000 Penalty: 3688.457520
	Iteration 14Q: 3 clusters Score -1.087392e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -10877105.000000 Penalty: 3688.457520
	Iteration 15F: 3 clusters Score -1.08771e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -10879394.000000 Penalty: 3688.457520
	Iteration 16F: 3 clusters Score -1.087939e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -10880244.000000 Penalty: 3688.457520
	Iteration 17Q: 3 clusters Score -1.088024e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -10880589.000000 Penalty: 3688.457520
	Iteration 18Q: 3 clusters Score -1.088059e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -10880764.000000 Penalty: 3688.457520
	Iteration 19Q: 3 clusters Score -1.088076e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -10880853.000000 Penalty: 3688.457520
	Iteration 20F: 3 clusters Score -1.088085e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -10880979.000000 Penalty: 3688.457520
	Iteration 21Q: 3 clusters Score -1.088098e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -10881085.000000 Penalty: 3688.457520
	Iteration 22Q: 3 clusters Score -1.088108e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -10881202.000000 Penalty: 3688.457520
	Iteration 23Q: 3 clusters Score -1.08812e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -10881383.000000 Penalty: 3688.457520
	Iteration 24Q: 3 clusters Score -1.088138e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -10881601.000000 Penalty: 3688.457520
	Iteration 25Q: 3 clusters Score -1.08816e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -10881797.000000 Penalty: 3688.457520
	Iteration 26Q: 3 clusters Score -1.08818e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -10881964.000000 Penalty: 3688.457520
	Iteration 27Q: 3 clusters Score -1.088196e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -10882118.000000 Penalty: 3688.457520
	Iteration 28Q: 3 clusters Score -1.088212e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -10882369.000000 Penalty: 3688.457520
	Iteration 29Q: 3 clusters Score -1.088237e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -10882624.000000 Penalty: 3688.457520
	Iteration 30Q: 3 clusters Score -1.088262e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -10882832.000000 Penalty: 3688.457520
	Iteration 31Q: 3 clusters Score -1.088283e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -10883088.000000 Penalty: 3688.457520
	Iteration 32Q: 3 clusters Score -1.088309e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -10883328.000000 Penalty: 3688.457520
	Iteration 33Q: 3 clusters Score -1.088333e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -10883511.000000 Penalty: 3688.457520
	Iteration 34Q: 3 clusters Score -1.088351e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -10883753.000000 Penalty: 3688.457520
	Iteration 35Q: 3 clusters Score -1.088375e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -10884003.000000 Penalty: 3688.457520
	Iteration 36Q: 3 clusters Score -1.0884e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -10884246.000000 Penalty: 3688.457520
	Iteration 37Q: 3 clusters Score -1.088425e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -10884463.000000 Penalty: 3688.457520
	Iteration 38Q: 3 clusters Score -1.088446e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -10884701.000000 Penalty: 3688.457520
	Iteration 39Q: 3 clusters Score -1.08847e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -10884983.000000 Penalty: 3688.457520
	Iteration 40F: 3 clusters Score -1.088498e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -10885350.000000 Penalty: 3688.457520
	Iteration 41Q: 3 clusters Score -1.088535e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -10885658.000000 Penalty: 3688.457520
	Iteration 42Q: 3 clusters Score -1.088566e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -10885892.000000 Penalty: 3688.457520
	Iteration 43Q: 3 clusters Score -1.088589e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -10886246.000000 Penalty: 3688.457520
	Iteration 44Q: 3 clusters Score -1.088625e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -10886576.000000 Penalty: 3688.457520
	Iteration 45Q: 3 clusters Score -1.088658e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -10886974.000000 Penalty: 3688.457520
	Iteration 46Q: 3 clusters Score -1.088697e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -10887324.000000 Penalty: 3688.457520
	Iteration 47Q: 3 clusters Score -1.088732e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -10887757.000000 Penalty: 3688.457520
	Iteration 48Q: 3 clusters Score -1.088776e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -10888260.000000 Penalty: 3688.457520
	Iteration 49Q: 3 clusters Score -1.088826e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -10888755.000000 Penalty: 3688.457520
	Iteration 50Q: 3 clusters Score -1.088876e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -10889172.000000 Penalty: 3688.457520
	Iteration 51Q: 3 clusters Score -1.088917e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -10889667.000000 Penalty: 3688.457520
	Iteration 52Q: 3 clusters Score -1.088967e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -10890085.000000 Penalty: 3688.457520
	Iteration 53Q: 3 clusters Score -1.089008e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10890513.000000 Penalty: 3688.457520
	Iteration 54Q: 3 clusters Score -1.089051e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -10890883.000000 Penalty: 3688.457520
	Iteration 55Q: 3 clusters Score -1.089088e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10891125.000000 Penalty: 3688.457520
	Iteration 56Q: 3 clusters Score -1.089112e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -10891385.000000 Penalty: 3688.457520
	Iteration 57Q: 3 clusters Score -1.089138e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -10891669.000000 Penalty: 3688.457520
	Iteration 58Q: 3 clusters Score -1.089167e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -10891860.000000 Penalty: 3688.457520
	Iteration 59Q: 3 clusters Score -1.089186e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -10892051.000000 Penalty: 3688.457520
	Iteration 60F: 3 clusters Score -1.089205e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10892178.000000 Penalty: 3688.457520
	Iteration 61Q: 3 clusters Score -1.089218e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -10892251.000000 Penalty: 3688.457520
	Iteration 62Q: 3 clusters Score -1.089225e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -10892318.000000 Penalty: 3688.457520
	Iteration 63Q: 3 clusters Score -1.089232e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -10892375.000000 Penalty: 3688.457520
	Iteration 64Q: 3 clusters Score -1.089238e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10892405.000000 Penalty: 3688.457520
	Iteration 65Q: 3 clusters Score -1.08924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -10892412.000000 Penalty: 3688.457520
	Iteration 66Q: 3 clusters Score -1.089241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -10892427.000000 Penalty: 3688.457520
	Iteration 67Q: 3 clusters Score -1.089243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -10892425.000000 Penalty: 3688.457520
	Iteration 68Q: 3 clusters Score -1.089242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -10892436.000000 Penalty: 3688.457520
	Iteration 69Q: 3 clusters Score -1.089244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -10892432.000000 Penalty: 3688.457520
	Iteration 70Q: 3 clusters Score -1.089243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -10892431.000000 Penalty: 3688.457520
	Iteration 71Q: 3 clusters Score -1.089243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -10892435.000000 Penalty: 3688.457520
	Iteration 72Q: 3 clusters Score -1.089244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -10892440.000000 Penalty: 3688.457520
	Iteration 73Q: 3 clusters Score -1.089244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -10892449.000000 Penalty: 3688.457520
	Iteration 74Q: 3 clusters Score -1.089245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -10892456.000000 Penalty: 3688.457520
	Iteration 75Q: 3 clusters Score -1.089246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -10892457.000000 Penalty: 3688.457520
	Iteration 76Q: 3 clusters Score -1.089246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -10892467.000000 Penalty: 3688.457520
	Iteration 77Q: 3 clusters Score -1.089247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -10892472.000000 Penalty: 3688.457520
	Iteration 78Q: 3 clusters Score -1.089247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -10892481.000000 Penalty: 3688.457520
	Iteration 79Q: 3 clusters Score -1.089248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -10892479.000000 Penalty: 3688.457520
	Iteration 80F: 3 clusters Score -1.089248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -10892489.000000 Penalty: 3688.457520
	Iteration 81Q: 3 clusters Score -1.089249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -10892487.000000 Penalty: 3688.457520
	Iteration 82Q: 3 clusters Score -1.089249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -10892487.000000 Penalty: 3688.457520
	Iteration 83Q: 3 clusters Score -1.089249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -10892491.000000 Penalty: 3688.457520
	Iteration 84Q: 3 clusters Score -1.089249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -10892498.000000 Penalty: 3688.457520
	Iteration 85Q: 3 clusters Score -1.08925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -10892512.000000 Penalty: 3688.457520
	Iteration 86Q: 3 clusters Score -1.089251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -10892509.000000 Penalty: 3688.457520
	Iteration 87Q: 3 clusters Score -1.089251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -10892513.000000 Penalty: 3688.457520
	Iteration 88Q: 3 clusters Score -1.089251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10892525.000000 Penalty: 3688.457520
	Iteration 89Q: 3 clusters Score -1.089252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -10892514.000000 Penalty: 3688.457520
	Iteration 90Q: 3 clusters Score -1.089251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -10892525.000000 Penalty: 3688.457520
	Iteration 91Q: 3 clusters Score -1.089252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -10892525.000000 Penalty: 3688.457520
	Iteration 92F: 3 clusters Score -1.089252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66820 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 30688 members 
Mstep: Class 13 contains 82825 members 
Mstep: Class 14 contains 59372 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630464.000000 Penalty: 36216.003906
Iteration 319Q: 18 clusters Score -6.163046e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66822 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 82810 members 
Mstep: Class 14 contains 59371 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 36216.003906
Iteration 320F: 18 clusters Score -6.163046e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 66819 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 30693 members 
Mstep: Class 13 contains 82788 members 
Mstep: Class 14 contains 59362 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630520.000000 Penalty: 36216.003906
Iteration 321Q: 18 clusters Score -6.163052e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36306 members 
Mstep: Class 8 contains 66822 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22337 members 
Mstep: Class 12 contains 30694 members 
Mstep: Class 13 contains 82751 members 
Mstep: Class 14 contains 59348 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 84977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630532.000000 Penalty: 36216.003906
Iteration 322Q: 18 clusters Score -6.163053e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36308 members 
Mstep: Class 8 contains 66827 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30698 members 
Mstep: Class 13 contains 82726 members 
Mstep: Class 14 contains 59327 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630500.000000 Penalty: 36216.003906
Iteration 323Q: 18 clusters Score -6.16305e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36308 members 
Mstep: Class 8 contains 66826 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30703 members 
Mstep: Class 13 contains 82708 members 
Mstep: Class 14 contains 59304 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630424.000000 Penalty: 36216.003906
Iteration 324Q: 18 clusters Score -6.163042e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36315 members 
Mstep: Class 8 contains 66828 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22343 members 
Mstep: Class 12 contains 30709 members 
Mstep: Class 13 contains 82674 members 
Mstep: Class 14 contains 59286 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 36216.003906
Iteration 325Q: 18 clusters Score -6.163046e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36317 members 
Mstep: Class 8 contains 66830 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30713 members 
Mstep: Class 13 contains 82657 members 
Mstep: Class 14 contains 59271 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630468.000000 Penalty: 36216.003906
Iteration 326Q: 18 clusters Score -6.163047e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65654 members 
Mstep: Class 7 contains 36319 members 
Mstep: Class 8 contains 66828 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22343 members 
Mstep: Class 12 contains 30716 members 
Mstep: Class 13 contains 82633 members 
Mstep: Class 14 contains 59248 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630468.000000 Penalty: 36216.003906
Iteration 327Q: 18 clusters Score -6.163047e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36319 members 
Mstep: Class 8 contains 66829 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22342 members 
Mstep: Class 12 contains 30722 members 
Mstep: Class 13 contains 82608 members 
Mstep: Class 14 contains 59229 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 36216.003906
Iteration 328Q: 18 clusters Score -6.163046e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65661 members 
Mstep: Class 7 contains 36323 members 
Mstep: Class 8 contains 66835 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22342 members 
Mstep: Class 12 contains 30731 members 
Mstep: Class 13 contains 82585 members 
Mstep: Class 14 contains 59207 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630456.000000 Penalty: 36216.003906
Iteration 329Q: 18 clusters Score -6.163046e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65671 members 
Mstep: Class 7 contains 36324 members 
Mstep: Class 8 contains 66834 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22340 members 
Mstep: Class 12 contains 30730 members 
Mstep: Class 13 contains 82565 members 
Mstep: Class 14 contains 59193 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630384.000000 Penalty: 36216.003906
Iteration 330Q: 18 clusters Score -6.163038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36325 members 
Mstep: Class 8 contains 66834 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30732 members 
Mstep: Class 13 contains 82549 members 
Mstep: Class 14 contains 59176 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 36216.003906
Iteration 331Q: 18 clusters Score -6.163037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36326 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30734 members 
Mstep: Class 13 contains 82531 members 
Mstep: Class 14 contains 59153 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 36216.003906
Iteration 332Q: 18 clusters Score -6.163037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65663 members 
Mstep: Class 7 contains 36326 members 
Mstep: Class 8 contains 66841 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22341 members 
Mstep: Class 12 contains 30740 members 
Mstep: Class 13 contains 82526 members 
Mstep: Class 14 contains 59135 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630428.000000 Penalty: 36216.003906
Iteration 333Q: 18 clusters Score -6.163043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65663 members 
Mstep: Class 7 contains 36327 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22343 members 
Mstep: Class 12 contains 30742 members 
Mstep: Class 13 contains 82516 members 
Mstep: Class 14 contains 59120 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630400.000000 Penalty: 36216.003906
Iteration 334Q: 18 clusters Score -6.16304e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36331 members 
Mstep: Class 8 contains 66842 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22347 members 
Mstep: Class 12 contains 30744 members 
Mstep: Class 13 contains 82503 members 
Mstep: Class 14 contains 59100 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630368.000000 Penalty: 36216.003906
Iteration 335Q: 18 clusters Score -6.163037e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65659 members 
Mstep: Class 7 contains 36338 members 
Mstep: Class 8 contains 66848 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22351 members 
Mstep: Class 12 contains 30748 members 
Mstep: Class 13 contains 82477 members 
Mstep: Class 14 contains 59078 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630356.000000 Penalty: 36216.003906
Iteration 336Q: 18 clusters Score -6.163036e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65656 members 
Mstep: Class 7 contains 36347 members 
Mstep: Class 8 contains 66857 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22354 members 
Mstep: Class 12 contains 30751 members 
Mstep: Class 13 contains 82465 members 
Mstep: Class 14 contains 59056 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 36216.003906
Iteration 337Q: 18 clusters Score -6.163037e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 36353 members 
Mstep: Class 8 contains 66861 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22356 members 
Mstep: Class 12 contains 30751 members 
Mstep: Class 13 contains 82458 members 
Mstep: Class 14 contains 59037 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630336.000000 Penalty: 36216.003906
Iteration 338Q: 18 clusters Score -6.163034e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 36358 members 
Mstep: Class 8 contains 66869 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22359 members 
Mstep: Class 12 contains 30753 members 
Mstep: Class 13 contains 82454 members 
Mstep: Class 14 contains 59020 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630296.000000 Penalty: 36216.003906
Iteration 339Q: 18 clusters Score -6.16303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 36360 members 
Mstep: Class 8 contains 66872 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22361 members 
Mstep: Class 12 contains 30752 members 
Mstep: Class 13 contains 82457 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630284.000000 Penalty: 36216.003906
Iteration 340F: 18 clusters Score -6.163028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65658 members 
Mstep: Class 7 contains 36360 members 
Mstep: Class 8 contains 66878 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22360 members 
Mstep: Class 12 contains 30751 members 
Mstep: Class 13 contains 82447 members 
Mstep: Class 14 contains 58991 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630284.000000 Penalty: 36216.003906
Iteration 341Q: 18 clusters Score -6.163028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65659 members 
Mstep: Class 7 contains 36362 members 
Mstep: Class 8 contains 66884 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22359 members 
Mstep: Class 12 contains 30752 members 
Mstep: Class 13 contains 82439 members 
Mstep: Class 14 contains 58976 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630252.000000 Penalty: 36216.003906
Iteration 342Q: 18 clusters Score -6.163025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65660 members 
Mstep: Class 7 contains 36364 members 
Mstep: Class 8 contains 66895 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22363 members 
Mstep: Class 12 contains 30749 members 
Mstep: Class 13 contains 82428 members 
Mstep: Class 14 contains 58966 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630240.000000 Penalty: 36216.003906
Iteration 343Q: 18 clusters Score -6.163024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65662 members 
Mstep: Class 7 contains 36369 members 
Mstep: Class 8 contains 66892 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22365 members 
Mstep: Class 12 contains 30751 members 
Mstep: Class 13 contains 82426 members 
Mstep: Class 14 contains 58955 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630220.000000 Penalty: 36216.003906
Iteration 344Q: 18 clusters Score -6.163022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 36369 members 
Mstep: Class 8 contains 66895 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 30752 members 
Mstep: Class 13 contains 82420 members 
Mstep: Class 14 contains 58945 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630208.000000 Penalty: 36216.003906
Iteration 345Q: 18 clusters Score -6.163021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 36372 members 
Mstep: Class 8 contains 66899 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 30752 members 
Mstep: Class 13 contains 82411 members 
Mstep: Class 14 contains 58938 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630208.000000 Penalty: 36216.003906
Iteration 346Q: 18 clusters Score -6.163021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 36377 members 
Mstep: Class 8 contains 66899 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22368 members 
Mstep: Class 12 contains 30753 members 
Mstep: Class 13 contains 82403 members 
Mstep: Class 14 contains 58925 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630252.000000 Penalty: 36216.003906
Iteration 347Q: 18 clusters Score -6.163025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65666 members 
Mstep: Class 7 contains 36380 members 
Mstep: Class 8 contains 66900 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22370 members 
Mstep: Class 12 contains 30754 members 
Mstep: Class 13 contains 82396 members 
Mstep: Class 14 contains 58917 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630208.000000 Penalty: 36216.003906
Iteration 348Q: 18 clusters Score -6.163021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65669 members 
Mstep: Class 7 contains 36381 members 
Mstep: Class 8 contains 66897 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22370 members 
Mstep: Class 12 contains 30753 members 
Mstep: Class 13 contains 82383 members 
Mstep: Class 14 contains 58907 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630212.000000 Penalty: 36216.003906
Iteration 349Q: 18 clusters Score -6.163021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36383 members 
Mstep: Class 8 contains 66897 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 30755 members 
Mstep: Class 13 contains 82369 members 
Mstep: Class 14 contains 58894 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630172.000000 Penalty: 36216.003906
Iteration 350Q: 18 clusters Score -6.163017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65677 members 
Mstep: Class 7 contains 36383 members 
Mstep: Class 8 contains 66897 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 30753 members 
Mstep: Class 13 contains 82359 members 
Mstep: Class 14 contains 58886 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630208.000000 Penalty: 36216.003906
Iteration 351Q: 18 clusters Score -6.163021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65676 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 66897 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22372 members 
Mstep: Class 12 contains 30753 members 
Mstep: Class 13 contains 82355 members 
Mstep: Class 14 contains 58876 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630180.000000 Penalty: 36216.003906
Iteration 352Q: 18 clusters Score -6.163018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65675 members 
Mstep: Class 7 contains 36386 members 
Mstep: Class 8 contains 66901 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22375 members 
Mstep: Class 12 contains 30754 members 
Mstep: Class 13 contains 82357 members 
Mstep: Class 14 contains 58864 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630152.000000 Penalty: 36216.003906
Iteration 353Q: 18 clusters Score -6.163015e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65677 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 66903 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22375 members 
Mstep: Class 12 contains 30756 members 
Mstep: Class 13 contains 82356 members 
Mstep: Class 14 contains 58855 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630172.000000 Penalty: 36216.003906
Iteration 354Q: 18 clusters Score -6.163017e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65679 members 
Mstep: Class 7 contains 36382 members 
Mstep: Class 8 contains 66902 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22377 members 
Mstep: Class 12 contains 30758 members 
Mstep: Class 13 contains 82353 members 
Mstep: Class 14 contains 58841 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630144.000000 Penalty: 36216.003906
Iteration 355Q: 18 clusters Score -6.163014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65674 members 
Mstep: Class 7 contains 36381 members 
Mstep: Class 8 contains 66903 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22376 members 
Mstep: Class 12 contains 30759 members 
Mstep: Class 13 contains 82336 members 
Mstep: Class 14 contains 58825 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630140.000000 Penalty: 36216.003906
Iteration 356Q: 18 clusters Score -6.163014e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65670 members 
Mstep: Class 7 contains 36380 members 
Mstep: Class 8 contains 66906 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22377 members 
Mstep: Class 12 contains 30762 members 
Mstep: Class 13 contains 82325 members 
Mstep: Class 14 contains 58803 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630132.000000 Penalty: 36216.003906
Iteration 357Q: 18 clusters Score -6.163013e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65670 members 
Mstep: Class 7 contains 36385 members 
Mstep: Class 8 contains 66909 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22378 members 
Mstep: Class 12 contains 30764 members 
Mstep: Class 13 contains 82308 members 
Mstep: Class 14 contains 58780 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630104.000000 Penalty: 36216.003906
Iteration 358Q: 18 clusters Score -6.16301e+07 nChanged 119
Entering ConstructFrom: 
Score: -61630104.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Entering Unmasked Estep 
Score: -4038825.500000 Penalty: 1683.514526
	Iteration 0F: 2 clusters Score -4038826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4017692.000000 Penalty: 3367.029053
	Iteration 0F: 3 clusters Score -4017692 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4025778.250000 Penalty: 3367.029053
	Iteration 1F: 3 clusters Score -4025778 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4026400.000000 Penalty: 3367.029053
	Iteration 2Q: 3 clusters Score -4026400 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4027286.250000 Penalty: 3367.029053
	Iteration 3F: 3 clusters Score -4027286 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4028527.250000 Penalty: 3367.029053
	Iteration 4F: 3 clusters Score -4028527 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4030216.500000 Penalty: 3367.029053
	Iteration 5F: 3 clusters Score -4030216 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4032154.500000 Penalty: 3367.029053
	Iteration 6F: 3 clusters Score -4032154 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4033912.500000 Penalty: 3367.029053
	Iteration 7F: 3 clusters Score -4033912 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4034977.000000 Penalty: 3367.029053
	Iteration 8F: 3 clusters Score -4034977 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4035435.750000 Penalty: 3367.029053
	Iteration 9Q: 3 clusters Score -4035436 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4035676.250000 Penalty: 3367.029053
	Iteration 10Q: 3 clusters Score -4035676 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4035847.250000 Penalty: 3367.029053
	Iteration 11Q: 3 clusters Score -4035847 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4035965.250000 Penalty: 3367.029053
	Iteration 12Q: 3 clusters Score -4035965 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4036012.000000 Penalty: 3367.029053
	Iteration 13Q: 3 clusters Score -4036012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4036074.750000 Penalty: 3367.029053
	Iteration 14Q: 3 clusters Score -4036075 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4036108.000000 Penalty: 3367.029053
	Iteration 15Q: 3 clusters Score -4036108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4036150.250000 Penalty: 3367.029053
	Iteration 16Q: 3 clusters Score -4036150 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4036157.500000 Penalty: 3367.029053
	Iteration 17Q: 3 clusters Score -4036158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4036172.000000 Penalty: 3367.029053
	Iteration 18Q: 3 clusters Score -4036172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4036185.500000 Penalty: 3367.029053
	Iteration 19Q: 3 clusters Score -4036186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4036204.500000 Penalty: 3367.029053
	Iteration 20F: 3 clusters Score -4036204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4036224.500000 Penalty: 3367.029053
	Iteration 21Q: 3 clusters Score -4036224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4036244.000000 Penalty: 3367.029053
	Iteration 22Q: 3 clusters Score -4036244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -4036253.500000 Penalty: 3367.029053
	Iteration 23Q: 3 clusters Score -4036254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4036254.750000 Penalty: 3367.029053
	Iteration 24Q: 3 clusters Score -4036255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4036263.000000 Penalty: 3367.029053
	Iteration 25Q: 3 clusters Score -4036263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4036275.500000 Penalty: 3367.029053
	Iteration 26Q: 3 clusters Score -4036276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4036280.000000 Penalty: 3367.029053
	Iteration 27Q: 3 clusters Score -4036280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -4036294.000000 Penalty: 3367.029053
	Iteration 28Q: 3 clusters Score -4036294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4036317.750000 Penalty: 3367.029053
	Iteration 29Q: 3 clusters Score -4036318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -4036326.750000 Penalty: 3367.029053
	Iteration 30Q: 3 clusters Score -4036327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4036346.750000 Penalty: 3367.029053
	Iteration 31Q: 3 clusters Score -4036347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4036355.750000 Penalty: 3367.029053
	Iteration 32Q: 3 clusters Score -4036356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4036364.500000 Penalty: 3367.029053
	Iteration 33Q: 3 clusters Score -4036364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4036375.000000 Penalty: 3367.029053
	Iteration 34Q: 3 clusters Score -4036375 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4036395.000000 Penalty: 3367.029053
	Iteration 35Q: 3 clusters Score -4036395 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4036404.750000 Penalty: 3367.029053
	Iteration 36Q: 3 clusters Score -4036405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4036417.750000 Penalty: 3367.029053
	Iteration 37Q: 3 clusters Score -4036418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4036432.750000 Penalty: 3367.029053
	Iteration 38Q: 3 clusters Score -4036433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4036442.250000 Penalty: 3367.029053
	Iteration 39Q: 3 clusters Score -4036442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4036457.500000 Penalty: 3367.029053
	Iteration 40F: 3 clusters Score -4036458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4036464.500000 Penalty: 3367.029053
	Iteration 41Q: 3 clusters Score -4036464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4036460.000000 Penalty: 3367.029053
	Iteration 42Q: 3 clusters Score -4036460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -4036471.500000 Penalty: 3367.029053
	Iteration 43Q: 3 clusters Score -4036472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4036480.750000 Penalty: 3367.029053
	Iteration 44Q: 3 clusters Score -4036481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4036482.000000 Penalty: 3367.029053
	Iteration 45Q: 3 clusters Score -4036482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4036491.250000 Penalty: 3367.029053
	Iteration 46Q: 3 clusters Score -4036491 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4036511.750000 Penalty: 3367.029053
	Iteration 47Q: 3 clusters Score -4036512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4036515.750000 Penalty: 3367.029053
	Iteration 48Q: 3 clusters Score -4036516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4036528.000000 Penalty: 3367.029053
	Iteration 49Q: 3 clusters Score -4036528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4036538.250000 Penalty: 3367.029053
	Iteration 50Q: 3 clusters Score -4036538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4036551.250000 Penalty: 3367.029053
	Iteration 51Q: 3 clusters Score -4036551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4036566.250000 Penalty: 3367.029053
	Iteration 52Q: 3 clusters Score -4036566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4036579.750000 Penalty: 3367.029053
	Iteration 53Q: 3 clusters Score -4036580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4036593.500000 Penalty: 3367.029053
	Iteration 54Q: 3 clusters Score -4036594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4036591.750000 Penalty: 3367.029053
	Iteration 55Q: 3 clusters Score -4036592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4036603.750000 Penalty: 3367.029053
	Iteration 56Q: 3 clusters Score -4036604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4036605.000000 Penalty: 3367.029053
	Iteration 57Q: 3 clusters Score -4036605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4036621.500000 Penalty: 3367.029053
	Iteration 58Q: 3 clusters Score -4036622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4036628.000000 Penalty: 3367.029053
	Iteration 59Q: 3 clusters Score -4036628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4036640.000000 Penalty: 3367.029053
	Iteration 60F: 3 clusters Score -4036640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4036635.750000 Penalty: 3367.029053
	Iteration 61Q: 3 clusters Score -4036636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4036647.750000 Penalty: 3367.029053
	Iteration 62Q: 3 clusters Score -4036648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4036659.500000 Penalty: 3367.029053
	Iteration 63Q: 3 clusters Score -4036660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4036661.000000 Penalty: 3367.029053
	Iteration 64Q: 3 clusters Score -4036661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4036664.000000 Penalty: 3367.029053
	Iteration 65Q: 3 clusters Score -4036664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4036667.250000 Penalty: 3367.029053
	Iteration 66Q: 3 clusters Score -4036667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4036678.250000 Penalty: 3367.029053
	Iteration 67Q: 3 clusters Score -4036678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4036674.500000 Penalty: 3367.029053
	Iteration 68Q: 3 clusters Score -4036674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4036678.500000 Penalty: 3367.029053
	Iteration 69Q: 3 clusters Score -4036678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4036680.000000 Penalty: 3367.029053
	Iteration 70Q: 3 clusters Score -4036680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4036675.500000 Penalty: 3367.029053
	Iteration 71Q: 3 clusters Score -4036676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4036683.750000 Penalty: 3367.029053
	Iteration 72Q: 3 clusters Score -4036684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4036698.000000 Penalty: 3367.029053
	Iteration 73Q: 3 clusters Score -4036698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4036704.750000 Penalty: 3367.029053
	Iteration 74Q: 3 clusters Score -4036705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4036706.250000 Penalty: 3367.029053
	Iteration 75Q: 3 clusters Score -4036706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4036719.750000 Penalty: 3367.029053
	Iteration 76Q: 3 clusters Score -4036720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4036730.750000 Penalty: 3367.029053
	Iteration 77Q: 3 clusters Score -4036731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4036732.750000 Penalty: 3367.029053
	Iteration 78Q: 3 clusters Score -4036733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4036737.750000 Penalty: 3367.029053
	Iteration 79Q: 3 clusters Score -4036738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4036751.750000 Penalty: 3367.029053
	Iteration 80F: 3 clusters Score -4036752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4036768.250000 Penalty: 3367.029053
	Iteration 81Q: 3 clusters Score -4036768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4036769.250000 Penalty: 3367.029053
	Iteration 82Q: 3 clusters Score -4036769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4036774.750000 Penalty: 3367.029053
	Iteration 83Q: 3 clusters Score -4036775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4036787.500000 Penalty: 3367.029053
	Iteration 84Q: 3 clusters Score -4036788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4036792.000000 Penalty: 3367.029053
	Iteration 85Q: 3 clusters Score -4036792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4036805.750000 Penalty: 3367.029053
	Iteration 86Q: 3 clusters Score -4036806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4036811.500000 Penalty: 3367.029053
	Iteration 87Q: 3 clusters Score -4036812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4036814.500000 Penalty: 3367.029053
	Iteration 88Q: 3 clusters Score -4036814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4036806.250000 Penalty: 3367.029053
	Iteration 89Q: 3 clusters Score -4036806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4036816.500000 Penalty: 3367.029053
	Iteration 90Q: 3 clusters Score -4036816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4036824.000000 Penalty: 3367.029053
	Iteration 91Q: 3 clusters Score -4036824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4036817.000000 Penalty: 3367.029053
	Iteration 92Q: 3 clusters Score -4036817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4036830.500000 Penalty: 3367.029053
	Iteration 93Q: 3 clusters Score -4036830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4036839.250000 Penalty: 3367.029053
	Iteration 94Q: 3 clusters Score -4036839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4036835.750000 Penalty: 3367.029053
	Iteration 95Q: 3 clusters Score -4036836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4036843.750000 Penalty: 3367.029053
	Iteration 96Q: 3 clusters Score -4036844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4036855.000000 Penalty: 3367.029053
	Iteration 97Q: 3 clusters Score -4036855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4036855.500000 Penalty: 3367.029053
	Iteration 98Q: 3 clusters Score -4036856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4036861.000000 Penalty: 3367.029053
	Iteration 99Q: 3 clusters Score -4036861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4036853.000000 Penalty: 3367.029053
	Iteration 100F: 3 clusters Score -4036853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4036865.250000 Penalty: 3367.029053
	Iteration 101Q: 3 clusters Score -4036865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4036877.750000 Penalty: 3367.029053
	Iteration 102Q: 3 clusters Score -4036878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4036889.000000 Penalty: 3367.029053
	Iteration 103Q: 3 clusters Score -4036889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4036895.000000 Penalty: 3367.029053
	Iteration 104Q: 3 clusters Score -4036895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4036909.750000 Penalty: 3367.029053
	Iteration 105Q: 3 clusters Score -4036910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4036908.750000 Penalty: 3367.029053
	Iteration 106Q: 3 clusters Score -4036909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4036909.250000 Penalty: 3367.029053
	Iteration 107Q: 3 clusters Score -4036909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4036910.750000 Penalty: 3367.029053
	Iteration 108Q: 3 clusters Score -4036911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4036922.750000 Penalty: 3367.029053
	Iteration 109Q: 3 clusters Score -4036923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4036924.750000 Penalty: 3367.029053
	Iteration 110Q: 3 clusters Score -4036925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4036923.500000 Penalty: 3367.029053
	Iteration 111Q: 3 clusters Score -4036924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4036939.500000 Penalty: 3367.029053
	Iteration 112Q: 3 clusters Score -4036940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4036941.500000 Penalty: 3367.029053
	Iteration 113Q: 3 clusters Score -4036942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4036954.750000 Penalty: 3367.029053
	Iteration 114Q: 3 clusters Score -4036955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4036956.500000 Penalty: 3367.029053
	Iteration 115Q: 3 clusters Score -4036956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4036962.500000 Penalty: 3367.029053
	Iteration 116Q: 3 clusters Score -4036962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4036964.750000 Penalty: 3367.029053
	Iteration 117Q: 3 clusters Score -4036965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4036970.750000 Penalty: 3367.029053
	Iteration 118Q: 3 clusters Score -4036971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4036973.250000 Penalty: 3367.029053
	Iteration 119Q: 3 clusters Score -4036973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4036981.000000 Penalty: 3367.029053
	Iteration 120F: 3 clusters Score -4036981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4036989.500000 Penalty: 3367.029053
	Iteration 121Q: 3 clusters Score -4036990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4037005.250000 Penalty: 3367.029053
	Iteration 122Q: 3 clusters Score -4037005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4037007.000000 Penalty: 3367.029053
	Iteration 123Q: 3 clusters Score -4037007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4037017.500000 Penalty: 3367.029053
	Iteration 124Q: 3 clusters Score -4037018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4037015.750000 Penalty: 3367.029053
	Iteration 125Q: 3 clusters Score -4037016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4037020.750000 Penalty: 3367.029053
	Iteration 126Q: 3 clusters Score -4037021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4037026.750000 Penalty: 3367.029053
	Iteration 127Q: 3 clusters Score -4037027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4037029.250000 Penalty: 3367.029053
	Iteration 128Q: 3 clusters Score -4037029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4037026.500000 Penalty: 3367.029053
	Iteration 129Q: 3 clusters Score -4037026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4037033.750000 Penalty: 3367.029053
	Iteration 130Q: 3 clusters Score -4037034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4037037.000000 Penalty: 3367.029053
	Iteration 131Q: 3 clusters Score -4037037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4037034.250000 Penalty: 3367.029053
	Iteration 132Q: 3 clusters Score -4037034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4037039.750000 Penalty: 3367.029053
	Iteration 133Q: 3 clusters Score -4037040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4037050.750000 Penalty: 3367.029053
	Iteration 134Q: 3 clusters Score -4037051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4037055.500000 Penalty: 3367.029053
	Iteration 135Q: 3 clusters Score -4037056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4037057.250000 Penalty: 3367.029053
	Iteration 136Q: 3 clusters Score -4037057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4037056.750000 Penalty: 3367.029053
	Iteration 137Q: 3 clusters Score -4037057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4037060.500000 Penalty: 3367.029053
	Iteration 138Q: 3 clusters Score -4037060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4037063.750000 Penalty: 3367.029053
	Iteration 139Q: 3 clusters Score -4037064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4037066.500000 Penalty: 3367.029053
	Iteration 140F: 3 clusters Score -4037066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4037089.500000 Penalty: 3367.029053
	Iteration 141Q: 3 clusters Score -4037090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4037087.750000 Penalty: 3367.029053
	Iteration 142Q: 3 clusters Score -4037088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4037098.000000 Penalty: 3367.029053
	Iteration 143Q: 3 clusters Score -4037098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4037101.250000 Penalty: 3367.029053
	Iteration 144Q: 3 clusters Score -4037101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4037109.500000 Penalty: 3367.029053
	Iteration 145Q: 3 clusters Score -4037110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4037110.250000 Penalty: 3367.029053
	Iteration 146Q: 3 clusters Score -4037110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4037117.000000 Penalty: 3367.029053
	Iteration 147Q: 3 clusters Score -4037117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4037129.250000 Penalty: 3367.029053
	Iteration 148Q: 3 clusters Score -4037129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4037136.500000 Penalty: 3367.029053
	Iteration 149Q: 3 clusters Score -4037136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4037143.750000 Penalty: 3367.029053
	Iteration 150Q: 3 clusters Score -4037144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4037150.500000 Penalty: 3367.029053
	Iteration 151Q: 3 clusters Score -4037150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4037146.000000 Penalty: 3367.029053
	Iteration 152Q: 3 clusters Score -4037146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4037154.500000 Penalty: 3367.029053
	Iteration 153Q: 3 clusters Score -4037154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4037155.500000 Penalty: 3367.029053
	Iteration 154Q: 3 clusters Score -4037156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4037159.000000 Penalty: 3367.029053
	Iteration 155Q: 3 clusters Score -4037159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4037161.000000 Penalty: 3367.029053
	Iteration 156Q: 3 clusters Score -4037161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4037163.750000 Penalty: 3367.029053
	Iteration 157Q: 3 clusters Score -4037164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4037165.750000 Penalty: 3367.029053
	Iteration 158Q: 3 clusters Score -4037166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4037177.000000 Penalty: 3367.029053
	Iteration 159Q: 3 clusters Score -4037177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4037179.000000 Penalty: 3367.029053
	Iteration 160F: 3 clusters Score -4037179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4037182.500000 Penalty: 3367.029053
	Iteration 161Q: 3 clusters Score -4037182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4037191.500000 Penalty: 3367.029053
	Iteration 162Q: 3 clusters Score -4037192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4037197.000000 Penalty: 3367.029053
	Iteration 163Q: 3 clusters Score -4037197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4037203.500000 Penalty: 3367.029053
	Iteration 164Q: 3 clusters Score -4037204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4037205.750000 Penalty: 3367.029053
	Iteration 165Q: 3 clusters Score -4037206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4037210.750000 Penalty: 3367.029053
	Iteration 166Q: 3 clusters Score -4037211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4037214.750000 Penalty: 3367.029053
	Iteration 167Q: 3 clusters Score -4037215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4037220.000000 Penalty: 3367.029053
	Iteration 168Q: 3 clusters Score -4037220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4037224.250000 Penalty: 3367.029053
	Iteration 169Q: 3 clusters Score -4037224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4037226.750000 Penalty: 3367.029053
	Iteration 170Q: 3 clusters Score -4037227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4037228.000000 Penalty: 3367.029053
	Iteration 171Q: 3 clusters Score -4037228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4037226.500000 Penalty: 3367.029053
	Iteration 172Q: 3 clusters Score -4037226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4037230.500000 Penalty: 3367.029053
	Iteration 173Q: 3 clusters Score -4037230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4037232.250000 Penalty: 3367.029053
	Iteration 174Q: 3 clusters Score -4037232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4037235.750000 Penalty: 3367.029053
	Iteration 175Q: 3 clusters Score -4037236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4037235.250000 Penalty: 3367.029053
	Iteration 176Q: 3 clusters Score -4037235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4037232.250000 Penalty: 3367.029053
	Iteration 177Q: 3 clusters Score -4037232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4037234.000000 Penalty: 3367.029053
	Iteration 178Q: 3 clusters Score -4037234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4037239.500000 Penalty: 3367.029053
	Iteration 179Q: 3 clusters Score -4037240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4037241.000000 Penalty: 3367.029053
	Iteration 180F: 3 clusters Score -4037241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4037246.750000 Penalty: 3367.029053
	Iteration 181Q: 3 clusters Score -4037247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4037244.750000 Penalty: 3367.029053
	Iteration 182Q: 3 clusters Score -4037245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4037247.000000 Penalty: 3367.029053
	Iteration 183Q: 3 clusters Score -4037247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4037250.750000 Penalty: 3367.029053
	Iteration 184Q: 3 clusters Score -4037251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4037252.500000 Penalty: 3367.029053
	Iteration 185Q: 3 clusters Score -4037252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4037253.750000 Penalty: 3367.029053
	Iteration 186Q: 3 clusters Score -4037254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4037253.750000 Penalty: 3367.029053
	Iteration 187Q: 3 clusters Score -4037254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4037257.500000 Penalty: 3367.029053
	Iteration 188Q: 3 clusters Score -4037258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4037260.750000 Penalty: 3367.029053
	Iteration 189Q: 3 clusters Score -4037261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4037257.750000 Penalty: 3367.029053
	Iteration 190Q: 3 clusters Score -4037258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4037261.250000 Penalty: 3367.029053
	Iteration 191Q: 3 clusters Score -4037261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4037261.250000 Penalty: 3367.029053
	Iteration 192F: 3 clusters Score -4037261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.781250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506624.531250 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506624.5 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -507632.531250 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507632.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -507817.906250 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507817.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -507939.125000 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -507939.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -508033.812500 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -508033.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -508154.062500 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -508154.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -508288.781250 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -508288.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -508427.656250 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508427.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -508568.781250 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -508568.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -508700.718750 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -508700.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -508833.000000 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -508833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -508954.531250 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -508954.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -509049.625000 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509049.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -509104.625000 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509104.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -509150.812500 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509150.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -509186.187500 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509186.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -509200.250000 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -509208.218750 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -509212.562500 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -509213.843750 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -509214.687500 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -509217.250000 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -509220.593750 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -509225.218750 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -509225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -509231.000000 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -509231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -509233.812500 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -509233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -509235.062500 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -509235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -509236.750000 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -509236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -509237.031250 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -509237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -509238.343750 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -509238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -509238.343750 Penalty: 2723.051514
	Iteration 30F: 3 clusters Score -509238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -130156.882812 Penalty: 1137.109375
	Iteration 0F: 2 clusters Score -130156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128725.125000 Penalty: 2274.218750
	Iteration 0F: 3 clusters Score -128725.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128979.984375 Penalty: 2274.218750
	Iteration 1F: 3 clusters Score -128980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129052.125000 Penalty: 2274.218750
	Iteration 2F: 3 clusters Score -129052.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129092.296875 Penalty: 2274.218750
	Iteration 3Q: 3 clusters Score -129092.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129116.523438 Penalty: 2274.218750
	Iteration 4Q: 3 clusters Score -129116.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129130.125000 Penalty: 2274.218750
	Iteration 5Q: 3 clusters Score -129130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129139.257812 Penalty: 2274.218750
	Iteration 6Q: 3 clusters Score -129139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129146.945312 Penalty: 2274.218750
	Iteration 7Q: 3 clusters Score -129146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129151.710938 Penalty: 2274.218750
	Iteration 8Q: 3 clusters Score -129151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129156.789062 Penalty: 2274.218750
	Iteration 9Q: 3 clusters Score -129156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129161.187500 Penalty: 2274.218750
	Iteration 10Q: 3 clusters Score -129161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129165.406250 Penalty: 2274.218750
	Iteration 11Q: 3 clusters Score -129165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129172.460938 Penalty: 2274.218750
	Iteration 12Q: 3 clusters Score -129172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129173.070312 Penalty: 2274.218750
	Iteration 13Q: 3 clusters Score -129173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129174.085938 Penalty: 2274.218750
	Iteration 14Q: 3 clusters Score -129174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129174.085938 Penalty: 2274.218750
	Iteration 15F: 3 clusters Score -129174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -629457.562500 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -629457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -625501.000000 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -625501 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -626581.187500 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -626581.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -626739.937500 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -626739.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -626865.687500 Penalty: 2767.697510
	Iteration 3Q: 3 clusters Score -626865.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -626986.750000 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -626986.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -627117.812500 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -627117.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -627271.812500 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -627271.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -627430.687500 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -627430.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -627591.625000 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -627591.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -627731.687500 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -627731.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -627852.125000 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -627852.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -627935.812500 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -627935.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -627994.125000 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -627994.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -628031.750000 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -628031.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -628063.500000 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -628063.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -628088.500000 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -628088.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -628109.000000 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -628109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -628126.687500 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -628126.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -628141.750000 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -628141.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -628153.875000 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -628153.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -628168.187500 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -628168.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -628179.812500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -628179.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -628197.625000 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -628197.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -628213.187500 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -628213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -628223.375000 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -628223.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -628234.250000 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -628234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -628244.437500 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -628244.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -628252.125000 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -628252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -628265.437500 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -628265.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -628272.437500 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -628272.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -628280.250000 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -628280.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -628287.062500 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -628287.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -628296.000000 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -628296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -628306.437500 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -628306.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -628313.000000 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -628313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -628315.875000 Penalty: 2767.697510
	Iteration 35Q: 3 clusters Score -628315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -628318.187500 Penalty: 2767.697510
	Iteration 36Q: 3 clusters Score -628318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -628318.875000 Penalty: 2767.697510
	Iteration 37Q: 3 clusters Score -628318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -628321.437500 Penalty: 2767.697510
	Iteration 38Q: 3 clusters Score -628321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -628322.687500 Penalty: 2767.697510
	Iteration 39Q: 3 clusters Score -628322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -628323.000000 Penalty: 2767.697510
	Iteration 40F: 3 clusters Score -628323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -628326.500000 Penalty: 2767.697510
	Iteration 41Q: 3 clusters Score -628326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -628328.687500 Penalty: 2767.697510
	Iteration 42Q: 3 clusters Score -628328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -628328.750000 Penalty: 2767.697510
	Iteration 43Q: 3 clusters Score -628328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -628330.312500 Penalty: 2767.697510
	Iteration 44Q: 3 clusters Score -628330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -628332.375000 Penalty: 2767.697510
	Iteration 45Q: 3 clusters Score -628332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -628333.687500 Penalty: 2767.697510
	Iteration 46Q: 3 clusters Score -628333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -628337.250000 Penalty: 2767.697510
	Iteration 47Q: 3 clusters Score -628337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -628343.062500 Penalty: 2767.697510
	Iteration 48Q: 3 clusters Score -628343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -628346.062500 Penalty: 2767.697510
	Iteration 49Q: 3 clusters Score -628346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -628347.812500 Penalty: 2767.697510
	Iteration 50Q: 3 clusters Score -628347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -628348.687500 Penalty: 2767.697510
	Iteration 51Q: 3 clusters Score -628348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -628350.312500 Penalty: 2767.697510
	Iteration 52Q: 3 clusters Score -628350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -628352.562500 Penalty: 2767.697510
	Iteration 53Q: 3 clusters Score -628352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -628354.375000 Penalty: 2767.697510
	Iteration 54Q: 3 clusters Score -628354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -628351.875000 Penalty: 2767.697510
	Iteration 55Q: 3 clusters Score -628351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -628352.750000 Penalty: 2767.697510
	Iteration 56Q: 3 clusters Score -628352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -628352.750000 Penalty: 2767.697510
	Iteration 57F: 3 clusters Score -628352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49387.718750 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49387.72 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49640.316406 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49640.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49805.941406 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49805.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49977.644531 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -49977.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50094.257812 Penalty: 2026.183472
	Iteration 4F: 3 clusters Score -50094.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50166.597656 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50207.234375 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50207.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50238.875000 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50238.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50270.164062 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50270.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50270.164062 Penalty: 2026.183472
	Iteration 9F: 3 clusters Score -50270.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 65669 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 66909 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 30766 members 
Mstep: Class 13 contains 82275 members 
Mstep: Class 14 contains 58762 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85740 members 
Mstep: Class 18 contains 134 members 
Entering Unmasked Estep 
Score: -61629068.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61630104.000000 to -61629068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Entering Unmasked Estep 
Score: -8364851.500000 Penalty: 1802.512085
	Iteration 0F: 2 clusters Score -8364852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -8321315.500000 Penalty: 3605.024170
	Iteration 0F: 3 clusters Score -8321316 nChanged 31290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8339088.500000 Penalty: 3605.024170
	Iteration 1F: 3 clusters Score -8339088 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8339522.500000 Penalty: 3605.024170
	Iteration 2Q: 3 clusters Score -8339522 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -8339966.000000 Penalty: 3605.024170
	Iteration 3Q: 3 clusters Score -8339966 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -8340385.500000 Penalty: 3605.024170
	Iteration 4Q: 3 clusters Score -8340386 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8340690.000000 Penalty: 3605.024170
	Iteration 5Q: 3 clusters Score -8340690 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8341079.000000 Penalty: 3605.024170
	Iteration 6Q: 3 clusters Score -8341079 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8341412.500000 Penalty: 3605.024170
	Iteration 7Q: 3 clusters Score -8341412 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8341895.000000 Penalty: 3605.024170
	Iteration 8Q: 3 clusters Score -8341895 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -8342518.000000 Penalty: 3605.024170
	Iteration 9Q: 3 clusters Score -8342518 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -8343226.500000 Penalty: 3605.024170
	Iteration 10Q: 3 clusters Score -8343226 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -8344306.500000 Penalty: 3605.024170
	Iteration 11Q: 3 clusters Score -8344306 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8345788.500000 Penalty: 3605.024170
	Iteration 12F: 3 clusters Score -8345788 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -8348193.500000 Penalty: 3605.024170
	Iteration 13F: 3 clusters Score -8348194 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -8351403.000000 Penalty: 3605.024170
	Iteration 14F: 3 clusters Score -8351403 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -8355206.500000 Penalty: 3605.024170
	Iteration 15F: 3 clusters Score -8355206 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8358864.000000 Penalty: 3605.024170
	Iteration 16F: 3 clusters Score -8358864 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -8361378.500000 Penalty: 3605.024170
	Iteration 17Q: 3 clusters Score -8361378 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -8362534.500000 Penalty: 3605.024170
	Iteration 18Q: 3 clusters Score -8362534 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -8362959.000000 Penalty: 3605.024170
	Iteration 19Q: 3 clusters Score -8362959 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -8363107.500000 Penalty: 3605.024170
	Iteration 20F: 3 clusters Score -8363108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -8363153.500000 Penalty: 3605.024170
	Iteration 21Q: 3 clusters Score -8363154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -8363182.500000 Penalty: 3605.024170
	Iteration 22Q: 3 clusters Score -8363182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -8363205.500000 Penalty: 3605.024170
	Iteration 23Q: 3 clusters Score -8363206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8363212.000000 Penalty: 3605.024170
	Iteration 24Q: 3 clusters Score -8363212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -8363228.500000 Penalty: 3605.024170
	Iteration 25Q: 3 clusters Score -8363228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -8363236.000000 Penalty: 3605.024170
	Iteration 26Q: 3 clusters Score -8363236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -8363239.000000 Penalty: 3605.024170
	Iteration 27Q: 3 clusters Score -8363239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -8363241.000000 Penalty: 3605.024170
	Iteration 28Q: 3 clusters Score -8363241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -8363240.000000 Penalty: 3605.024170
	Iteration 29Q: 3 clusters Score -8363240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -8363240.500000 Penalty: 3605.024170
	Iteration 30Q: 3 clusters Score -8363240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -8363242.000000 Penalty: 3605.024170
	Iteration 31Q: 3 clusters Score -8363242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -8363240.500000 Penalty: 3605.024170
	Iteration 32Q: 3 clusters Score -8363240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -8363240.500000 Penalty: 3605.024170
	Iteration 33F: 3 clusters Score -8363240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Entering Unmasked Estep 
Score: -4449624.000000 Penalty: 1706.578491
	Iteration 0F: 2 clusters Score -4449624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4425239.000000 Penalty: 3413.156982
	Iteration 0F: 3 clusters Score -4425239 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4434740.500000 Penalty: 3413.156982
	Iteration 1F: 3 clusters Score -4434740 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4435324.500000 Penalty: 3413.156982
	Iteration 2Q: 3 clusters Score -4435324 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4435821.500000 Penalty: 3413.156982
	Iteration 3Q: 3 clusters Score -4435822 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4436313.500000 Penalty: 3413.156982
	Iteration 4Q: 3 clusters Score -4436314 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4436815.500000 Penalty: 3413.156982
	Iteration 5Q: 3 clusters Score -4436816 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4437343.500000 Penalty: 3413.156982
	Iteration 6Q: 3 clusters Score -4437344 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4437977.500000 Penalty: 3413.156982
	Iteration 7Q: 3 clusters Score -4437978 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4438668.500000 Penalty: 3413.156982
	Iteration 8Q: 3 clusters Score -4438668 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4439576.500000 Penalty: 3413.156982
	Iteration 9Q: 3 clusters Score -4439576 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4440521.500000 Penalty: 3413.156982
	Iteration 10Q: 3 clusters Score -4440522 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4441369.000000 Penalty: 3413.156982
	Iteration 11Q: 3 clusters Score -4441369 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4441930.000000 Penalty: 3413.156982
	Iteration 12Q: 3 clusters Score -4441930 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4442246.500000 Penalty: 3413.156982
	Iteration 13Q: 3 clusters Score -4442246 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4442390.000000 Penalty: 3413.156982
	Iteration 14Q: 3 clusters Score -4442390 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4442473.500000 Penalty: 3413.156982
	Iteration 15Q: 3 clusters Score -4442474 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4442524.500000 Penalty: 3413.156982
	Iteration 16Q: 3 clusters Score -4442524 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4442565.000000 Penalty: 3413.156982
	Iteration 17Q: 3 clusters Score -4442565 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4442586.000000 Penalty: 3413.156982
	Iteration 18Q: 3 clusters Score -4442586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4442607.500000 Penalty: 3413.156982
	Iteration 19Q: 3 clusters Score -4442608 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4442646.500000 Penalty: 3413.156982
	Iteration 20F: 3 clusters Score -4442646 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4442679.000000 Penalty: 3413.156982
	Iteration 21Q: 3 clusters Score -4442679 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4442697.500000 Penalty: 3413.156982
	Iteration 22Q: 3 clusters Score -4442698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4442725.000000 Penalty: 3413.156982
	Iteration 23Q: 3 clusters Score -4442725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4442747.000000 Penalty: 3413.156982
	Iteration 24Q: 3 clusters Score -4442747 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4442787.500000 Penalty: 3413.156982
	Iteration 25Q: 3 clusters Score -4442788 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4442794.500000 Penalty: 3413.156982
	Iteration 26Q: 3 clusters Score -4442794 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4442804.000000 Penalty: 3413.156982
	Iteration 27Q: 3 clusters Score -4442804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4442836.000000 Penalty: 3413.156982
	Iteration 28Q: 3 clusters Score -4442836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4442841.000000 Penalty: 3413.156982
	Iteration 29Q: 3 clusters Score -4442841 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4442869.500000 Penalty: 3413.156982
	Iteration 30Q: 3 clusters Score -4442870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4442884.500000 Penalty: 3413.156982
	Iteration 31Q: 3 clusters Score -4442884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4442931.500000 Penalty: 3413.156982
	Iteration 32Q: 3 clusters Score -4442932 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4442980.500000 Penalty: 3413.156982
	Iteration 33Q: 3 clusters Score -4442980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4443000.000000 Penalty: 3413.156982
	Iteration 34Q: 3 clusters Score -4443000 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4443015.500000 Penalty: 3413.156982
	Iteration 35Q: 3 clusters Score -4443016 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4443056.500000 Penalty: 3413.156982
	Iteration 36Q: 3 clusters Score -4443056 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4443103.500000 Penalty: 3413.156982
	Iteration 37Q: 3 clusters Score -4443104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4443150.500000 Penalty: 3413.156982
	Iteration 38Q: 3 clusters Score -4443150 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4443234.000000 Penalty: 3413.156982
	Iteration 39Q: 3 clusters Score -4443234 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4443290.500000 Penalty: 3413.156982
	Iteration 40F: 3 clusters Score -4443290 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4443370.500000 Penalty: 3413.156982
	Iteration 41Q: 3 clusters Score -4443370 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4443465.500000 Penalty: 3413.156982
	Iteration 42Q: 3 clusters Score -4443466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4443568.500000 Penalty: 3413.156982
	Iteration 43Q: 3 clusters Score -4443568 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4443687.000000 Penalty: 3413.156982
	Iteration 44Q: 3 clusters Score -4443687 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4443837.500000 Penalty: 3413.156982
	Iteration 45Q: 3 clusters Score -4443838 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4443968.000000 Penalty: 3413.156982
	Iteration 46Q: 3 clusters Score -4443968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4444127.000000 Penalty: 3413.156982
	Iteration 47Q: 3 clusters Score -4444127 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4444286.500000 Penalty: 3413.156982
	Iteration 48Q: 3 clusters Score -4444286 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4444457.500000 Penalty: 3413.156982
	Iteration 49Q: 3 clusters Score -4444458 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4444638.000000 Penalty: 3413.156982
	Iteration 50Q: 3 clusters Score -4444638 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4444850.500000 Penalty: 3413.156982
	Iteration 51Q: 3 clusters Score -4444850 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4445087.500000 Penalty: 3413.156982
	Iteration 52Q: 3 clusters Score -4445088 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -4445293.000000 Penalty: 3413.156982
	Iteration 53Q: 3 clusters Score -4445293 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4445496.000000 Penalty: 3413.156982
	Iteration 54Q: 3 clusters Score -4445496 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4445723.000000 Penalty: 3413.156982
	Iteration 55Q: 3 clusters Score -4445723 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4445905.500000 Penalty: 3413.156982
	Iteration 56Q: 3 clusters Score -4445906 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4446109.000000 Penalty: 3413.156982
	Iteration 57Q: 3 clusters Score -4446109 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4446272.500000 Penalty: 3413.156982
	Iteration 58Q: 3 clusters Score -4446272 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4446444.500000 Penalty: 3413.156982
	Iteration 59Q: 3 clusters Score -4446444 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4446623.500000 Penalty: 3413.156982
	Iteration 60F: 3 clusters Score -4446624 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4446782.500000 Penalty: 3413.156982
	Iteration 61Q: 3 clusters Score -4446782 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4446934.000000 Penalty: 3413.156982
	Iteration 62Q: 3 clusters Score -4446934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4447080.000000 Penalty: 3413.156982
	Iteration 63Q: 3 clusters Score -4447080 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4447195.500000 Penalty: 3413.156982
	Iteration 64Q: 3 clusters Score -4447196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4447301.500000 Penalty: 3413.156982
	Iteration 65Q: 3 clusters Score -4447302 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4447427.500000 Penalty: 3413.156982
	Iteration 66Q: 3 clusters Score -4447428 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4447532.000000 Penalty: 3413.156982
	Iteration 67Q: 3 clusters Score -4447532 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4447631.500000 Penalty: 3413.156982
	Iteration 68Q: 3 clusters Score -4447632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4447728.000000 Penalty: 3413.156982
	Iteration 69Q: 3 clusters Score -4447728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4447812.500000 Penalty: 3413.156982
	Iteration 70Q: 3 clusters Score -4447812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4447906.000000 Penalty: 3413.156982
	Iteration 71Q: 3 clusters Score -4447906 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4447970.000000 Penalty: 3413.156982
	Iteration 72Q: 3 clusters Score -4447970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4448020.000000 Penalty: 3413.156982
	Iteration 73Q: 3 clusters Score -4448020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4448066.500000 Penalty: 3413.156982
	Iteration 74Q: 3 clusters Score -4448066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4448083.000000 Penalty: 3413.156982
	Iteration 75Q: 3 clusters Score -4448083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4448099.000000 Penalty: 3413.156982
	Iteration 76Q: 3 clusters Score -4448099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4448108.000000 Penalty: 3413.156982
	Iteration 77Q: 3 clusters Score -4448108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4448128.000000 Penalty: 3413.156982
	Iteration 78Q: 3 clusters Score -4448128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4448142.000000 Penalty: 3413.156982
	Iteration 79Q: 3 clusters Score -4448142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4448150.000000 Penalty: 3413.156982
	Iteration 80F: 3 clusters Score -4448150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4448156.000000 Penalty: 3413.156982
	Iteration 81Q: 3 clusters Score -4448156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4448161.000000 Penalty: 3413.156982
	Iteration 82Q: 3 clusters Score -4448161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4448163.500000 Penalty: 3413.156982
	Iteration 83Q: 3 clusters Score -4448164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4448169.500000 Penalty: 3413.156982
	Iteration 84Q: 3 clusters Score -4448170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4448178.000000 Penalty: 3413.156982
	Iteration 85Q: 3 clusters Score -4448178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4448184.500000 Penalty: 3413.156982
	Iteration 86Q: 3 clusters Score -4448184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4448183.000000 Penalty: 3413.156982
	Iteration 87Q: 3 clusters Score -4448183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4448186.000000 Penalty: 3413.156982
	Iteration 88Q: 3 clusters Score -4448186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4448183.000000 Penalty: 3413.156982
	Iteration 89Q: 3 clusters Score -4448183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4448183.000000 Penalty: 3413.156982
	Iteration 90F: 3 clusters Score -4448183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Entering Unmasked Estep 
Score: -8567513.000000 Penalty: 1805.551880
	Iteration 0F: 2 clusters Score -8567513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -8523166.000000 Penalty: 3611.103760
	Iteration 0F: 3 clusters Score -8523166 nChanged 31701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8541256.000000 Penalty: 3611.103760
	Iteration 1F: 3 clusters Score -8541256 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8541688.000000 Penalty: 3611.103760
	Iteration 2Q: 3 clusters Score -8541688 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -8542064.000000 Penalty: 3611.103760
	Iteration 3Q: 3 clusters Score -8542064 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -8542539.000000 Penalty: 3611.103760
	Iteration 4Q: 3 clusters Score -8542539 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8543076.000000 Penalty: 3611.103760
	Iteration 5Q: 3 clusters Score -8543076 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -8544039.000000 Penalty: 3611.103760
	Iteration 6Q: 3 clusters Score -8544039 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8545530.000000 Penalty: 3611.103760
	Iteration 7Q: 3 clusters Score -8545530 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -8548169.000000 Penalty: 3611.103760
	Iteration 8F: 3 clusters Score -8548169 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -8552553.000000 Penalty: 3611.103760
	Iteration 9F: 3 clusters Score -8552553 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8558019.000000 Penalty: 3611.103760
	Iteration 10F: 3 clusters Score -8558019 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8562582.000000 Penalty: 3611.103760
	Iteration 11F: 3 clusters Score -8562582 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8564834.000000 Penalty: 3611.103760
	Iteration 12Q: 3 clusters Score -8564834 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8565555.000000 Penalty: 3611.103760
	Iteration 13Q: 3 clusters Score -8565555 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8565769.000000 Penalty: 3611.103760
	Iteration 14Q: 3 clusters Score -8565769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8565843.000000 Penalty: 3611.103760
	Iteration 15Q: 3 clusters Score -8565843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8565881.000000 Penalty: 3611.103760
	Iteration 16Q: 3 clusters Score -8565881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8565896.000000 Penalty: 3611.103760
	Iteration 17Q: 3 clusters Score -8565896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8565896.000000 Penalty: 3611.103760
	Iteration 18Q: 3 clusters Score -8565896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8565903.000000 Penalty: 3611.103760
	Iteration 19Q: 3 clusters Score -8565903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8565901.000000 Penalty: 3611.103760
	Iteration 20F: 3 clusters Score -8565901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8565911.000000 Penalty: 3611.103760
	Iteration 21Q: 3 clusters Score -8565911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8565908.000000 Penalty: 3611.103760
	Iteration 22Q: 3 clusters Score -8565908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8565910.000000 Penalty: 3611.103760
	Iteration 23Q: 3 clusters Score -8565910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8565921.000000 Penalty: 3611.103760
	Iteration 24Q: 3 clusters Score -8565921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8565921.000000 Penalty: 3611.103760
	Iteration 25F: 3 clusters Score -8565921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21051.531250 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21051.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21450.199219 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21450.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21612.076172 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21612.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21632.531250 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21632.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21635.564453 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21635.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21635.564453 Penalty: 1871.643066
	Iteration 5F: 3 clusters Score -21635.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -120198.218750 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -120198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118763.796875 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -118763.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119017.937500 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -119017.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119094.765625 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -119094.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119123.734375 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -119123.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119143.867188 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -119143.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119155.539062 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -119155.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119173.476562 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -119173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119180.875000 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -119180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119186.445312 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -119186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119188.914062 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -119188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119192.062500 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -119192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119195.539062 Penalty: 2232.429688
	Iteration 11Q: 3 clusters Score -119195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119196.164062 Penalty: 2232.429688
	Iteration 12Q: 3 clusters Score -119196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119197.281250 Penalty: 2232.429688
	Iteration 13Q: 3 clusters Score -119197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119198.085938 Penalty: 2232.429688
	Iteration 14Q: 3 clusters Score -119198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119199.031250 Penalty: 2232.429688
	Iteration 15Q: 3 clusters Score -119199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119199.632812 Penalty: 2232.429688
	Iteration 16Q: 3 clusters Score -119199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119200.835938 Penalty: 2232.429688
	Iteration 17Q: 3 clusters Score -119200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119200.835938 Penalty: 2232.429688
	Iteration 18F: 3 clusters Score -119200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Entering Unmasked Estep 
Score: -2841291.750000 Penalty: 1627.580322
	Iteration 0F: 2 clusters Score -2841292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2826091.250000 Penalty: 3255.160645
	Iteration 0F: 3 clusters Score -2826091 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2831845.750000 Penalty: 3255.160645
	Iteration 1F: 3 clusters Score -2831846 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2832479.250000 Penalty: 3255.160645
	Iteration 2F: 3 clusters Score -2832479 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2833241.500000 Penalty: 3255.160645
	Iteration 3F: 3 clusters Score -2833242 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2834184.000000 Penalty: 3255.160645
	Iteration 4F: 3 clusters Score -2834184 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2835360.750000 Penalty: 3255.160645
	Iteration 5F: 3 clusters Score -2835361 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2836641.500000 Penalty: 3255.160645
	Iteration 6F: 3 clusters Score -2836642 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2837774.000000 Penalty: 3255.160645
	Iteration 7F: 3 clusters Score -2837774 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2838617.000000 Penalty: 3255.160645
	Iteration 8Q: 3 clusters Score -2838617 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2839183.000000 Penalty: 3255.160645
	Iteration 9Q: 3 clusters Score -2839183 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2839468.250000 Penalty: 3255.160645
	Iteration 10Q: 3 clusters Score -2839468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2839617.000000 Penalty: 3255.160645
	Iteration 11Q: 3 clusters Score -2839617 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2839711.500000 Penalty: 3255.160645
	Iteration 12Q: 3 clusters Score -2839712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2839766.250000 Penalty: 3255.160645
	Iteration 13Q: 3 clusters Score -2839766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2839795.750000 Penalty: 3255.160645
	Iteration 14Q: 3 clusters Score -2839796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2839812.750000 Penalty: 3255.160645
	Iteration 15Q: 3 clusters Score -2839813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2839824.750000 Penalty: 3255.160645
	Iteration 16Q: 3 clusters Score -2839825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2839834.750000 Penalty: 3255.160645
	Iteration 17Q: 3 clusters Score -2839835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2839848.500000 Penalty: 3255.160645
	Iteration 18Q: 3 clusters Score -2839848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2839859.250000 Penalty: 3255.160645
	Iteration 19Q: 3 clusters Score -2839859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2839865.000000 Penalty: 3255.160645
	Iteration 20F: 3 clusters Score -2839865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2839864.500000 Penalty: 3255.160645
	Iteration 21Q: 3 clusters Score -2839864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2839864.500000 Penalty: 3255.160645
	Iteration 22F: 3 clusters Score -2839864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Entering Unmasked Estep 
Score: -3918665.750000 Penalty: 1679.301880
	Iteration 0F: 2 clusters Score -3918666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3897809.000000 Penalty: 3358.603760
	Iteration 0F: 3 clusters Score -3897809 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3905894.750000 Penalty: 3358.603760
	Iteration 1F: 3 clusters Score -3905895 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3906279.000000 Penalty: 3358.603760
	Iteration 2Q: 3 clusters Score -3906279 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3906670.250000 Penalty: 3358.603760
	Iteration 3Q: 3 clusters Score -3906670 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3907154.500000 Penalty: 3358.603760
	Iteration 4Q: 3 clusters Score -3907154 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3907821.250000 Penalty: 3358.603760
	Iteration 5Q: 3 clusters Score -3907821 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3908816.000000 Penalty: 3358.603760
	Iteration 6F: 3 clusters Score -3908816 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3910164.250000 Penalty: 3358.603760
	Iteration 7F: 3 clusters Score -3910164 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3911732.750000 Penalty: 3358.603760
	Iteration 8F: 3 clusters Score -3911733 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3913221.500000 Penalty: 3358.603760
	Iteration 9F: 3 clusters Score -3913222 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3914443.500000 Penalty: 3358.603760
	Iteration 10Q: 3 clusters Score -3914444 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3915301.750000 Penalty: 3358.603760
	Iteration 11Q: 3 clusters Score -3915302 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3915915.750000 Penalty: 3358.603760
	Iteration 12Q: 3 clusters Score -3915916 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3916354.250000 Penalty: 3358.603760
	Iteration 13Q: 3 clusters Score -3916354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3916667.250000 Penalty: 3358.603760
	Iteration 14Q: 3 clusters Score -3916667 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3916867.500000 Penalty: 3358.603760
	Iteration 15Q: 3 clusters Score -3916868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3916977.750000 Penalty: 3358.603760
	Iteration 16Q: 3 clusters Score -3916978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3917050.750000 Penalty: 3358.603760
	Iteration 17Q: 3 clusters Score -3917051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3917113.500000 Penalty: 3358.603760
	Iteration 18Q: 3 clusters Score -3917114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3917144.500000 Penalty: 3358.603760
	Iteration 19Q: 3 clusters Score -3917144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3917168.500000 Penalty: 3358.603760
	Iteration 20F: 3 clusters Score -3917168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3917170.250000 Penalty: 3358.603760
	Iteration 21Q: 3 clusters Score -3917170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3917180.250000 Penalty: 3358.603760
	Iteration 22Q: 3 clusters Score -3917180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3917187.250000 Penalty: 3358.603760
	Iteration 23Q: 3 clusters Score -3917187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3917190.500000 Penalty: 3358.603760
	Iteration 24Q: 3 clusters Score -3917190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3917190.500000 Penalty: 3358.603760
	Iteration 25Q: 3 clusters Score -3917190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3917201.000000 Penalty: 3358.603760
	Iteration 26Q: 3 clusters Score -3917201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3917201.500000 Penalty: 3358.603760
	Iteration 27Q: 3 clusters Score -3917202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3917203.500000 Penalty: 3358.603760
	Iteration 28Q: 3 clusters Score -3917204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3917203.000000 Penalty: 3358.603760
	Iteration 29Q: 3 clusters Score -3917203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3917203.000000 Penalty: 3358.603760
	Iteration 30F: 3 clusters Score -3917203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Entering Unmasked Estep 
Score: -10499085.000000 Penalty: 1839.146118
	Iteration 0F: 2 clusters Score -1.049908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -10446804.000000 Penalty: 3678.292236
	Iteration 0F: 3 clusters Score -1.04468e+07 nChanged 39135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -10469293.000000 Penalty: 3678.292236
	Iteration 1F: 3 clusters Score -1.046929e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10469985.000000 Penalty: 3678.292236
	Iteration 2Q: 3 clusters Score -1.046998e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -10471104.000000 Penalty: 3678.292236
	Iteration 3Q: 3 clusters Score -1.04711e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10472489.000000 Penalty: 3678.292236
	Iteration 4Q: 3 clusters Score -1.047249e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -10474525.000000 Penalty: 3678.292236
	Iteration 5Q: 3 clusters Score -1.047452e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -10477341.000000 Penalty: 3678.292236
	Iteration 6F: 3 clusters Score -1.047734e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -10481292.000000 Penalty: 3678.292236
	Iteration 7F: 3 clusters Score -1.048129e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -10485788.000000 Penalty: 3678.292236
	Iteration 8F: 3 clusters Score -1.048579e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -10489409.000000 Penalty: 3678.292236
	Iteration 9F: 3 clusters Score -1.048941e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -10491219.000000 Penalty: 3678.292236
	Iteration 10Q: 3 clusters Score -1.049122e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -10492024.000000 Penalty: 3678.292236
	Iteration 11Q: 3 clusters Score -1.049202e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -10492603.000000 Penalty: 3678.292236
	Iteration 12Q: 3 clusters Score -1.04926e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -10492971.000000 Penalty: 3678.292236
	Iteration 13Q: 3 clusters Score -1.049297e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -10493466.000000 Penalty: 3678.292236
	Iteration 14Q: 3 clusters Score -1.049347e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -10494044.000000 Penalty: 3678.292236
	Iteration 15Q: 3 clusters Score -1.049404e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -10494530.000000 Penalty: 3678.292236
	Iteration 16Q: 3 clusters Score -1.049453e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -10495102.000000 Penalty: 3678.292236
	Iteration 17Q: 3 clusters Score -1.04951e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10495658.000000 Penalty: 3678.292236
	Iteration 18Q: 3 clusters Score -1.049566e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -10496108.000000 Penalty: 3678.292236
	Iteration 19Q: 3 clusters Score -1.049611e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -10496359.000000 Penalty: 3678.292236
	Iteration 20F: 3 clusters Score -1.049636e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -10496529.000000 Penalty: 3678.292236
	Iteration 21Q: 3 clusters Score -1.049653e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -10496623.000000 Penalty: 3678.292236
	Iteration 22Q: 3 clusters Score -1.049662e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -10496653.000000 Penalty: 3678.292236
	Iteration 23Q: 3 clusters Score -1.049665e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10496702.000000 Penalty: 3678.292236
	Iteration 24Q: 3 clusters Score -1.04967e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -10496751.000000 Penalty: 3678.292236
	Iteration 25Q: 3 clusters Score -1.049675e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -10496773.000000 Penalty: 3678.292236
	Iteration 26Q: 3 clusters Score -1.049677e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -10496768.000000 Penalty: 3678.292236
	Iteration 27Q: 3 clusters Score -1.049677e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -10496781.000000 Penalty: 3678.292236
	Iteration 28Q: 3 clusters Score -1.049678e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -10496760.000000 Penalty: 3678.292236
	Iteration 29Q: 3 clusters Score -1.049676e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -10496757.000000 Penalty: 3678.292236
	Iteration 30Q: 3 clusters Score -1.049676e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -10496758.000000 Penalty: 3678.292236
	Iteration 31Q: 3 clusters Score -1.049676e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -10496757.000000 Penalty: 3678.292236
	Iteration 32Q: 3 clusters Score -1.049676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -10496738.000000 Penalty: 3678.292236
	Iteration 33Q: 3 clusters Score -1.049674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -10496761.000000 Penalty: 3678.292236
	Iteration 34Q: 3 clusters Score -1.049676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -10496751.000000 Penalty: 3678.292236
	Iteration 35Q: 3 clusters Score -1.049675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -10496770.000000 Penalty: 3678.292236
	Iteration 36Q: 3 clusters Score -1.049677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -10496780.000000 Penalty: 3678.292236
	Iteration 37Q: 3 clusters Score -1.049678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10496789.000000 Penalty: 3678.292236
	Iteration 38Q: 3 clusters Score -1.049679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -10496788.000000 Penalty: 3678.292236
	Iteration 39Q: 3 clusters Score -1.049679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -10496802.000000 Penalty: 3678.292236
	Iteration 40F: 3 clusters Score -1.04968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -10496798.000000 Penalty: 3678.292236
	Iteration 41Q: 3 clusters Score -1.04968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -10496800.000000 Penalty: 3678.292236
	Iteration 42Q: 3 clusters Score -1.04968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -10496792.000000 Penalty: 3678.292236
	Iteration 43Q: 3 clusters Score -1.049679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -10496789.000000 Penalty: 3678.292236
	Iteration 44Q: 3 clusters Score -1.049679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -10496804.000000 Penalty: 3678.292236
	Iteration 45Q: 3 clusters Score -1.04968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -10496816.000000 Penalty: 3678.292236
	Iteration 46Q: 3 clusters Score -1.049682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10496814.000000 Penalty: 3678.292236
	Iteration 47Q: 3 clusters Score -1.049681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -10496827.000000 Penalty: 3678.292236
	Iteration 48Q: 3 clusters Score -1.049683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -10496830.000000 Penalty: 3678.292236
	Iteration 49Q: 3 clusters Score -1.049683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -10496835.000000 Penalty: 3678.292236
	Iteration 50Q: 3 clusters Score -1.049684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -10496831.000000 Penalty: 3678.292236
	Iteration 51Q: 3 clusters Score -1.049683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -10496831.000000 Penalty: 3678.292236
	Iteration 52Q: 3 clusters Score -1.049683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 53Q: 3 clusters Score -1.049684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -10496833.000000 Penalty: 3678.292236
	Iteration 54Q: 3 clusters Score -1.049683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -10496833.000000 Penalty: 3678.292236
	Iteration 55Q: 3 clusters Score -1.049683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 56Q: 3 clusters Score -1.049684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -10496842.000000 Penalty: 3678.292236
	Iteration 57Q: 3 clusters Score -1.049684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -10496837.000000 Penalty: 3678.292236
	Iteration 58Q: 3 clusters Score -1.049684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -10496841.000000 Penalty: 3678.292236
	Iteration 59Q: 3 clusters Score -1.049684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 60F: 3 clusters Score -1.049684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -10496837.000000 Penalty: 3678.292236
	Iteration 61Q: 3 clusters Score -1.049684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -10496840.000000 Penalty: 3678.292236
	Iteration 62Q: 3 clusters Score -1.049684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -10496835.000000 Penalty: 3678.292236
	Iteration 63Q: 3 clusters Score -1.049684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -10496834.000000 Penalty: 3678.292236
	Iteration 64Q: 3 clusters Score -1.049683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -10496828.000000 Penalty: 3678.292236
	Iteration 65Q: 3 clusters Score -1.049683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -10496829.000000 Penalty: 3678.292236
	Iteration 66Q: 3 clusters Score -1.049683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -10496835.000000 Penalty: 3678.292236
	Iteration 67Q: 3 clusters Score -1.049684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -10496833.000000 Penalty: 3678.292236
	Iteration 68Q: 3 clusters Score -1.049683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -10496839.000000 Penalty: 3678.292236
	Iteration 69Q: 3 clusters Score -1.049684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 70Q: 3 clusters Score -1.049684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -10496841.000000 Penalty: 3678.292236
	Iteration 71Q: 3 clusters Score -1.049684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -10496844.000000 Penalty: 3678.292236
	Iteration 72Q: 3 clusters Score -1.049684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 73Q: 3 clusters Score -1.049684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -10496836.000000 Penalty: 3678.292236
	Iteration 74F: 3 clusters Score -1.049684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Entering Unmasked Estep 
Score: -7486714.500000 Penalty: 1784.453247
	Iteration 0F: 2 clusters Score -7486714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -7447617.000000 Penalty: 3568.906494
	Iteration 0F: 3 clusters Score -7447617 nChanged 27771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -7463262.000000 Penalty: 3568.906494
	Iteration 1F: 3 clusters Score -7463262 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -7463865.500000 Penalty: 3568.906494
	Iteration 2Q: 3 clusters Score -7463866 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -7464490.000000 Penalty: 3568.906494
	Iteration 3Q: 3 clusters Score -7464490 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7465439.500000 Penalty: 3568.906494
	Iteration 4Q: 3 clusters Score -7465440 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7466672.500000 Penalty: 3568.906494
	Iteration 5Q: 3 clusters Score -7466672 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7468637.000000 Penalty: 3568.906494
	Iteration 6F: 3 clusters Score -7468637 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -7471516.500000 Penalty: 3568.906494
	Iteration 7F: 3 clusters Score -7471516 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -7475182.000000 Penalty: 3568.906494
	Iteration 8F: 3 clusters Score -7475182 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -7478980.000000 Penalty: 3568.906494
	Iteration 9F: 3 clusters Score -7478980 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -7481924.500000 Penalty: 3568.906494
	Iteration 10F: 3 clusters Score -7481924 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7483542.000000 Penalty: 3568.906494
	Iteration 11Q: 3 clusters Score -7483542 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -7484261.000000 Penalty: 3568.906494
	Iteration 12Q: 3 clusters Score -7484261 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7484674.000000 Penalty: 3568.906494
	Iteration 13Q: 3 clusters Score -7484674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7484919.500000 Penalty: 3568.906494
	Iteration 14Q: 3 clusters Score -7484920 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -7485091.000000 Penalty: 3568.906494
	Iteration 15Q: 3 clusters Score -7485091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7485156.500000 Penalty: 3568.906494
	Iteration 16Q: 3 clusters Score -7485156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -7485205.000000 Penalty: 3568.906494
	Iteration 17Q: 3 clusters Score -7485205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -7485238.500000 Penalty: 3568.906494
	Iteration 18Q: 3 clusters Score -7485238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -7485286.000000 Penalty: 3568.906494
	Iteration 19Q: 3 clusters Score -7485286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -7485300.500000 Penalty: 3568.906494
	Iteration 20F: 3 clusters Score -7485300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -7485333.000000 Penalty: 3568.906494
	Iteration 21Q: 3 clusters Score -7485333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7485358.500000 Penalty: 3568.906494
	Iteration 22Q: 3 clusters Score -7485358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7485380.000000 Penalty: 3568.906494
	Iteration 23Q: 3 clusters Score -7485380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -7485444.000000 Penalty: 3568.906494
	Iteration 24Q: 3 clusters Score -7485444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -7485481.500000 Penalty: 3568.906494
	Iteration 25Q: 3 clusters Score -7485482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7485485.500000 Penalty: 3568.906494
	Iteration 26Q: 3 clusters Score -7485486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7485496.500000 Penalty: 3568.906494
	Iteration 27Q: 3 clusters Score -7485496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -7485500.500000 Penalty: 3568.906494
	Iteration 28Q: 3 clusters Score -7485500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -7485503.500000 Penalty: 3568.906494
	Iteration 29Q: 3 clusters Score -7485504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -7485517.000000 Penalty: 3568.906494
	Iteration 30Q: 3 clusters Score -7485517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7485527.500000 Penalty: 3568.906494
	Iteration 31Q: 3 clusters Score -7485528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -7485523.000000 Penalty: 3568.906494
	Iteration 32Q: 3 clusters Score -7485523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -7485523.500000 Penalty: 3568.906494
	Iteration 33Q: 3 clusters Score -7485524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7485524.000000 Penalty: 3568.906494
	Iteration 34Q: 3 clusters Score -7485524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7485524.500000 Penalty: 3568.906494
	Iteration 35Q: 3 clusters Score -7485524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7485524.500000 Penalty: 3568.906494
	Iteration 36F: 3 clusters Score -7485524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72633.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71467.117188 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71467.12 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71647.320312 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71647.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71700.992188 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71700.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71726.015625 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -71726.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71740.945312 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -71740.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71750.117188 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71750.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71758.484375 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71758.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71760.656250 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71760.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71761.171875 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71761.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71763.359375 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71763.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71763.359375 Penalty: 2098.450195
	Iteration 10F: 3 clusters Score -71763.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32990.480469 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32990.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33266.503906 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33266.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33429.468750 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33429.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33529.449219 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33529.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33582.250000 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33582.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33624.859375 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33624.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33632.761719 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33632.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33636.722656 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33636.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33636.722656 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -33636.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Entering Unmasked Estep 
Score: -11001704.000000 Penalty: 1845.849609
	Iteration 0F: 2 clusters Score -1.10017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -10947108.000000 Penalty: 3691.699219
	Iteration 0F: 3 clusters Score -1.094711e+07 nChanged 40996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -10970589.000000 Penalty: 3691.699219
	Iteration 1F: 3 clusters Score -1.097059e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -10970969.000000 Penalty: 3691.699219
	Iteration 2Q: 3 clusters Score -1.097097e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10971528.000000 Penalty: 3691.699219
	Iteration 3Q: 3 clusters Score -1.097153e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -10972262.000000 Penalty: 3691.699219
	Iteration 4Q: 3 clusters Score -1.097226e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -10973303.000000 Penalty: 3691.699219
	Iteration 5Q: 3 clusters Score -1.09733e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -10974974.000000 Penalty: 3691.699219
	Iteration 6Q: 3 clusters Score -1.097497e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -10977493.000000 Penalty: 3691.699219
	Iteration 7F: 3 clusters Score -1.097749e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -10981384.000000 Penalty: 3691.699219
	Iteration 8F: 3 clusters Score -1.098138e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -10986397.000000 Penalty: 3691.699219
	Iteration 9F: 3 clusters Score -1.09864e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -10991327.000000 Penalty: 3691.699219
	Iteration 10F: 3 clusters Score -1.099133e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -10994442.000000 Penalty: 3691.699219
	Iteration 11Q: 3 clusters Score -1.099444e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -10996058.000000 Penalty: 3691.699219
	Iteration 12Q: 3 clusters Score -1.099606e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -10996889.000000 Penalty: 3691.699219
	Iteration 13Q: 3 clusters Score -1.099689e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -10997529.000000 Penalty: 3691.699219
	Iteration 14Q: 3 clusters Score -1.099753e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -10998055.000000 Penalty: 3691.699219
	Iteration 15Q: 3 clusters Score -1.099806e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -10998490.000000 Penalty: 3691.699219
	Iteration 16Q: 3 clusters Score -1.099849e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -10998889.000000 Penalty: 3691.699219
	Iteration 17Q: 3 clusters Score -1.099889e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10999192.000000 Penalty: 3691.699219
	Iteration 18Q: 3 clusters Score -1.099919e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10999365.000000 Penalty: 3691.699219
	Iteration 19Q: 3 clusters Score -1.099936e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10999521.000000 Penalty: 3691.699219
	Iteration 20F: 3 clusters Score -1.099952e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10999678.000000 Penalty: 3691.699219
	Iteration 21Q: 3 clusters Score -1.099968e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10999811.000000 Penalty: 3691.699219
	Iteration 22Q: 3 clusters Score -1.099981e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10999858.000000 Penalty: 3691.699219
	Iteration 23Q: 3 clusters Score -1.099986e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10999946.000000 Penalty: 3691.699219
	Iteration 24Q: 3 clusters Score -1.099995e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11000021.000000 Penalty: 3691.699219
	Iteration 25Q: 3 clusters Score -1.100002e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11000085.000000 Penalty: 3691.699219
	Iteration 26Q: 3 clusters Score -1.100008e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11000103.000000 Penalty: 3691.699219
	Iteration 27Q: 3 clusters Score -1.10001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11000140.000000 Penalty: 3691.699219
	Iteration 28Q: 3 clusters Score -1.100014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11000143.000000 Penalty: 3691.699219
	Iteration 29Q: 3 clusters Score -1.100014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11000167.000000 Penalty: 3691.699219
	Iteration 30Q: 3 clusters Score -1.100017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11000170.000000 Penalty: 3691.699219
	Iteration 31Q: 3 clusters Score -1.100017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11000169.000000 Penalty: 3691.699219
	Iteration 32Q: 3 clusters Score -1.100017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11000172.000000 Penalty: 3691.699219
	Iteration 33Q: 3 clusters Score -1.100017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11000172.000000 Penalty: 3691.699219
	Iteration 34F: 3 clusters Score -1.100017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65669 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 66909 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 30766 members 
Mstep: Class 13 contains 82275 members 
Mstep: Class 14 contains 58762 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630164.000000 Penalty: 36216.003906
Iteration 359Q: 18 clusters Score -6.163016e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 66907 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22380 members 
Mstep: Class 12 contains 30765 members 
Mstep: Class 13 contains 82232 members 
Mstep: Class 14 contains 58753 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630108.000000 Penalty: 36216.003906
Iteration 360F: 18 clusters Score -6.163011e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36386 members 
Mstep: Class 8 contains 66913 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30765 members 
Mstep: Class 13 contains 82184 members 
Mstep: Class 14 contains 58747 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630060.000000 Penalty: 36216.003906
Iteration 361Q: 18 clusters Score -6.163006e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 66913 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 30768 members 
Mstep: Class 13 contains 82144 members 
Mstep: Class 14 contains 58735 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630040.000000 Penalty: 36216.003906
Iteration 362Q: 18 clusters Score -6.163004e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 66913 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30771 members 
Mstep: Class 13 contains 82104 members 
Mstep: Class 14 contains 58731 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630004.000000 Penalty: 36216.003906
Iteration 363Q: 18 clusters Score -6.163e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 66917 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 30774 members 
Mstep: Class 13 contains 82043 members 
Mstep: Class 14 contains 58721 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 85984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629976.000000 Penalty: 36216.003906
Iteration 364Q: 18 clusters Score -6.162998e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65669 members 
Mstep: Class 7 contains 36383 members 
Mstep: Class 8 contains 66919 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22383 members 
Mstep: Class 12 contains 30779 members 
Mstep: Class 13 contains 81991 members 
Mstep: Class 14 contains 58703 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629988.000000 Penalty: 36216.003906
Iteration 365Q: 18 clusters Score -6.162999e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65668 members 
Mstep: Class 7 contains 36383 members 
Mstep: Class 8 contains 66921 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22385 members 
Mstep: Class 12 contains 30783 members 
Mstep: Class 13 contains 81931 members 
Mstep: Class 14 contains 58693 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629948.000000 Penalty: 36216.003906
Iteration 366Q: 18 clusters Score -6.162995e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36380 members 
Mstep: Class 8 contains 66931 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22386 members 
Mstep: Class 12 contains 30781 members 
Mstep: Class 13 contains 81875 members 
Mstep: Class 14 contains 58689 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629948.000000 Penalty: 36216.003906
Iteration 367Q: 18 clusters Score -6.162995e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36375 members 
Mstep: Class 8 contains 66937 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 30780 members 
Mstep: Class 13 contains 81831 members 
Mstep: Class 14 contains 58683 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630004.000000 Penalty: 36216.003906
Iteration 368Q: 18 clusters Score -6.163e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65665 members 
Mstep: Class 7 contains 36378 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22379 members 
Mstep: Class 12 contains 30781 members 
Mstep: Class 13 contains 81776 members 
Mstep: Class 14 contains 58680 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630040.000000 Penalty: 36216.003906
Iteration 369Q: 18 clusters Score -6.163004e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65667 members 
Mstep: Class 7 contains 36377 members 
Mstep: Class 8 contains 66956 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 30786 members 
Mstep: Class 13 contains 81713 members 
Mstep: Class 14 contains 58664 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630032.000000 Penalty: 36216.003906
Iteration 370Q: 18 clusters Score -6.163003e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65672 members 
Mstep: Class 7 contains 36374 members 
Mstep: Class 8 contains 66955 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22369 members 
Mstep: Class 12 contains 30792 members 
Mstep: Class 13 contains 81623 members 
Mstep: Class 14 contains 58656 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630048.000000 Penalty: 36216.003906
Iteration 371Q: 18 clusters Score -6.163005e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65682 members 
Mstep: Class 7 contains 36378 members 
Mstep: Class 8 contains 66961 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22365 members 
Mstep: Class 12 contains 30794 members 
Mstep: Class 13 contains 81543 members 
Mstep: Class 14 contains 58648 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630012.000000 Penalty: 36216.003906
Iteration 372Q: 18 clusters Score -6.163001e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65687 members 
Mstep: Class 7 contains 36375 members 
Mstep: Class 8 contains 66972 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 30802 members 
Mstep: Class 13 contains 81454 members 
Mstep: Class 14 contains 58632 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630080.000000 Penalty: 36216.003906
Iteration 373Q: 18 clusters Score -6.163008e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65690 members 
Mstep: Class 7 contains 36380 members 
Mstep: Class 8 contains 66981 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 30809 members 
Mstep: Class 13 contains 81369 members 
Mstep: Class 14 contains 58606 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630112.000000 Penalty: 36216.003906
Iteration 374Q: 18 clusters Score -6.163011e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65701 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 66992 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22371 members 
Mstep: Class 12 contains 30810 members 
Mstep: Class 13 contains 81275 members 
Mstep: Class 14 contains 58582 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630176.000000 Penalty: 36216.003906
Iteration 375Q: 18 clusters Score -6.163018e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65706 members 
Mstep: Class 7 contains 36393 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22373 members 
Mstep: Class 12 contains 30818 members 
Mstep: Class 13 contains 81168 members 
Mstep: Class 14 contains 58558 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630204.000000 Penalty: 36216.003906
Iteration 376Q: 18 clusters Score -6.16302e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65712 members 
Mstep: Class 7 contains 36401 members 
Mstep: Class 8 contains 67007 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 22374 members 
Mstep: Class 12 contains 30827 members 
Mstep: Class 13 contains 81074 members 
Mstep: Class 14 contains 58533 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630148.000000 Penalty: 36216.003906
Iteration 377Q: 18 clusters Score -6.163015e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65718 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 67016 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22375 members 
Mstep: Class 12 contains 30835 members 
Mstep: Class 13 contains 80968 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 86996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630184.000000 Penalty: 36216.003906
Iteration 378Q: 18 clusters Score -6.163018e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65723 members 
Mstep: Class 7 contains 36403 members 
Mstep: Class 8 contains 67021 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22370 members 
Mstep: Class 12 contains 30848 members 
Mstep: Class 13 contains 80891 members 
Mstep: Class 14 contains 58467 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630196.000000 Penalty: 36216.003906
Iteration 379Q: 18 clusters Score -6.16302e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65730 members 
Mstep: Class 7 contains 36401 members 
Mstep: Class 8 contains 67026 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22374 members 
Mstep: Class 12 contains 30860 members 
Mstep: Class 13 contains 80809 members 
Mstep: Class 14 contains 58428 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630112.000000 Penalty: 36216.003906
Iteration 380F: 18 clusters Score -6.163011e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65736 members 
Mstep: Class 7 contains 36397 members 
Mstep: Class 8 contains 67037 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 22370 members 
Mstep: Class 12 contains 30869 members 
Mstep: Class 13 contains 80709 members 
Mstep: Class 14 contains 58400 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630068.000000 Penalty: 36216.003906
Iteration 381Q: 18 clusters Score -6.163007e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65735 members 
Mstep: Class 7 contains 36394 members 
Mstep: Class 8 contains 67054 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 30875 members 
Mstep: Class 13 contains 80604 members 
Mstep: Class 14 contains 58374 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630140.000000 Penalty: 36216.003906
Iteration 382Q: 18 clusters Score -6.163014e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65741 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 67067 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22362 members 
Mstep: Class 12 contains 30879 members 
Mstep: Class 13 contains 80512 members 
Mstep: Class 14 contains 58340 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630052.000000 Penalty: 36216.003906
Iteration 383Q: 18 clusters Score -6.163005e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65743 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 67080 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22363 members 
Mstep: Class 12 contains 30883 members 
Mstep: Class 13 contains 80424 members 
Mstep: Class 14 contains 58310 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629988.000000 Penalty: 36216.003906
Iteration 384Q: 18 clusters Score -6.162999e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65750 members 
Mstep: Class 7 contains 36386 members 
Mstep: Class 8 contains 67090 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22362 members 
Mstep: Class 12 contains 30890 members 
Mstep: Class 13 contains 80353 members 
Mstep: Class 14 contains 58296 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629924.000000 Penalty: 36216.003906
Iteration 385Q: 18 clusters Score -6.162992e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65757 members 
Mstep: Class 7 contains 36391 members 
Mstep: Class 8 contains 67098 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22364 members 
Mstep: Class 12 contains 30896 members 
Mstep: Class 13 contains 80278 members 
Mstep: Class 14 contains 58290 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629888.000000 Penalty: 36216.003906
Iteration 386Q: 18 clusters Score -6.162989e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65757 members 
Mstep: Class 7 contains 36393 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22364 members 
Mstep: Class 12 contains 30895 members 
Mstep: Class 13 contains 80222 members 
Mstep: Class 14 contains 58285 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629840.000000 Penalty: 36216.003906
Iteration 387Q: 18 clusters Score -6.162984e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65761 members 
Mstep: Class 7 contains 36396 members 
Mstep: Class 8 contains 67118 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22364 members 
Mstep: Class 12 contains 30902 members 
Mstep: Class 13 contains 80166 members 
Mstep: Class 14 contains 58273 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629860.000000 Penalty: 36216.003906
Iteration 388Q: 18 clusters Score -6.162986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65761 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 67128 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22364 members 
Mstep: Class 12 contains 30905 members 
Mstep: Class 13 contains 80108 members 
Mstep: Class 14 contains 58257 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629880.000000 Penalty: 36216.003906
Iteration 389Q: 18 clusters Score -6.162988e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65763 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 67129 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22366 members 
Mstep: Class 12 contains 30911 members 
Mstep: Class 13 contains 80053 members 
Mstep: Class 14 contains 58243 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629852.000000 Penalty: 36216.003906
Iteration 390Q: 18 clusters Score -6.162985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65764 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 67130 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 30915 members 
Mstep: Class 13 contains 80021 members 
Mstep: Class 14 contains 58219 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629816.000000 Penalty: 36216.003906
Iteration 391Q: 18 clusters Score -6.162982e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65762 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 67135 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22368 members 
Mstep: Class 12 contains 30919 members 
Mstep: Class 13 contains 79986 members 
Mstep: Class 14 contains 58196 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629848.000000 Penalty: 36216.003906
Iteration 392Q: 18 clusters Score -6.162985e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65764 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67135 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22369 members 
Mstep: Class 12 contains 30926 members 
Mstep: Class 13 contains 79960 members 
Mstep: Class 14 contains 58175 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629844.000000 Penalty: 36216.003906
Iteration 393Q: 18 clusters Score -6.162984e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65767 members 
Mstep: Class 7 contains 36406 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22370 members 
Mstep: Class 12 contains 30929 members 
Mstep: Class 13 contains 79936 members 
Mstep: Class 14 contains 58159 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 87981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629760.000000 Penalty: 36216.003906
Iteration 394Q: 18 clusters Score -6.162976e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65770 members 
Mstep: Class 7 contains 36406 members 
Mstep: Class 8 contains 67145 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22369 members 
Mstep: Class 12 contains 30933 members 
Mstep: Class 13 contains 79907 members 
Mstep: Class 14 contains 58143 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629712.000000 Penalty: 36216.003906
Iteration 395Q: 18 clusters Score -6.162971e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65773 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 67142 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22373 members 
Mstep: Class 12 contains 30935 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 58122 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629736.000000 Penalty: 36216.003906
Iteration 396Q: 18 clusters Score -6.162974e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65777 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22377 members 
Mstep: Class 12 contains 30935 members 
Mstep: Class 13 contains 79863 members 
Mstep: Class 14 contains 58103 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629728.000000 Penalty: 36216.003906
Iteration 397Q: 18 clusters Score -6.162973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65781 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 67145 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 30934 members 
Mstep: Class 13 contains 79844 members 
Mstep: Class 14 contains 58084 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629756.000000 Penalty: 36216.003906
Iteration 398Q: 18 clusters Score -6.162976e+07 nChanged 116
Entering ConstructFrom: 
Score: -61629756.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Entering Unmasked Estep 
Score: -4072308.000000 Penalty: 1684.852173
	Iteration 0F: 2 clusters Score -4072308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4050856.250000 Penalty: 3369.704346
	Iteration 0F: 3 clusters Score -4050856 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4058962.500000 Penalty: 3369.704346
	Iteration 1F: 3 clusters Score -4058962 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4059510.750000 Penalty: 3369.704346
	Iteration 2Q: 3 clusters Score -4059511 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4060178.500000 Penalty: 3369.704346
	Iteration 3Q: 3 clusters Score -4060178 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4061074.750000 Penalty: 3369.704346
	Iteration 4F: 3 clusters Score -4061075 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4062345.750000 Penalty: 3369.704346
	Iteration 5F: 3 clusters Score -4062346 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4064064.750000 Penalty: 3369.704346
	Iteration 6F: 3 clusters Score -4064065 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4065946.500000 Penalty: 3369.704346
	Iteration 7F: 3 clusters Score -4065946 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4067591.250000 Penalty: 3369.704346
	Iteration 8F: 3 clusters Score -4067591 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4068544.000000 Penalty: 3369.704346
	Iteration 9Q: 3 clusters Score -4068544 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4068947.750000 Penalty: 3369.704346
	Iteration 10Q: 3 clusters Score -4068948 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4069127.500000 Penalty: 3369.704346
	Iteration 11Q: 3 clusters Score -4069128 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4069284.500000 Penalty: 3369.704346
	Iteration 12Q: 3 clusters Score -4069284 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4069367.000000 Penalty: 3369.704346
	Iteration 13Q: 3 clusters Score -4069367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4069448.750000 Penalty: 3369.704346
	Iteration 14Q: 3 clusters Score -4069449 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4069510.000000 Penalty: 3369.704346
	Iteration 15Q: 3 clusters Score -4069510 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4069563.750000 Penalty: 3369.704346
	Iteration 16Q: 3 clusters Score -4069564 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4069593.500000 Penalty: 3369.704346
	Iteration 17Q: 3 clusters Score -4069594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4069636.500000 Penalty: 3369.704346
	Iteration 18Q: 3 clusters Score -4069636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4069645.000000 Penalty: 3369.704346
	Iteration 19Q: 3 clusters Score -4069645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4069655.750000 Penalty: 3369.704346
	Iteration 20F: 3 clusters Score -4069656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4069647.250000 Penalty: 3369.704346
	Iteration 21Q: 3 clusters Score -4069647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4069675.250000 Penalty: 3369.704346
	Iteration 22Q: 3 clusters Score -4069675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4069682.750000 Penalty: 3369.704346
	Iteration 23Q: 3 clusters Score -4069683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4069684.250000 Penalty: 3369.704346
	Iteration 24Q: 3 clusters Score -4069684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4069696.000000 Penalty: 3369.704346
	Iteration 25Q: 3 clusters Score -4069696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4069713.250000 Penalty: 3369.704346
	Iteration 26Q: 3 clusters Score -4069713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -4069726.750000 Penalty: 3369.704346
	Iteration 27Q: 3 clusters Score -4069727 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4069737.000000 Penalty: 3369.704346
	Iteration 28Q: 3 clusters Score -4069737 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4069749.500000 Penalty: 3369.704346
	Iteration 29Q: 3 clusters Score -4069750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4069740.000000 Penalty: 3369.704346
	Iteration 30Q: 3 clusters Score -4069740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4069749.750000 Penalty: 3369.704346
	Iteration 31Q: 3 clusters Score -4069750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4069762.250000 Penalty: 3369.704346
	Iteration 32Q: 3 clusters Score -4069762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4069769.000000 Penalty: 3369.704346
	Iteration 33Q: 3 clusters Score -4069769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4069779.000000 Penalty: 3369.704346
	Iteration 34Q: 3 clusters Score -4069779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4069793.750000 Penalty: 3369.704346
	Iteration 35Q: 3 clusters Score -4069794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4069810.750000 Penalty: 3369.704346
	Iteration 36Q: 3 clusters Score -4069811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4069826.250000 Penalty: 3369.704346
	Iteration 37Q: 3 clusters Score -4069826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4069837.750000 Penalty: 3369.704346
	Iteration 38Q: 3 clusters Score -4069838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4069848.750000 Penalty: 3369.704346
	Iteration 39Q: 3 clusters Score -4069849 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4069877.250000 Penalty: 3369.704346
	Iteration 40F: 3 clusters Score -4069877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4069880.750000 Penalty: 3369.704346
	Iteration 41Q: 3 clusters Score -4069881 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4069885.500000 Penalty: 3369.704346
	Iteration 42Q: 3 clusters Score -4069886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4069916.000000 Penalty: 3369.704346
	Iteration 43Q: 3 clusters Score -4069916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4069918.750000 Penalty: 3369.704346
	Iteration 44Q: 3 clusters Score -4069919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4069923.750000 Penalty: 3369.704346
	Iteration 45Q: 3 clusters Score -4069924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4069937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4069928.750000 Penalty: 3369.704346
	Iteration 47Q: 3 clusters Score -4069929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4069944.750000 Penalty: 3369.704346
	Iteration 48Q: 3 clusters Score -4069945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4069966.000000 Penalty: 3369.704346
	Iteration 49Q: 3 clusters Score -4069966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4069985.750000 Penalty: 3369.704346
	Iteration 50Q: 3 clusters Score -4069986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4069983.750000 Penalty: 3369.704346
	Iteration 51Q: 3 clusters Score -4069984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4069992.250000 Penalty: 3369.704346
	Iteration 52Q: 3 clusters Score -4069992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4070000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -4070016.750000 Penalty: 3369.704346
	Iteration 54Q: 3 clusters Score -4070017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4070030.500000 Penalty: 3369.704346
	Iteration 55Q: 3 clusters Score -4070030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4070048.750000 Penalty: 3369.704346
	Iteration 56Q: 3 clusters Score -4070049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4070059.250000 Penalty: 3369.704346
	Iteration 57Q: 3 clusters Score -4070059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4070056.250000 Penalty: 3369.704346
	Iteration 58Q: 3 clusters Score -4070056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4070059.250000 Penalty: 3369.704346
	Iteration 59Q: 3 clusters Score -4070059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4070074.250000 Penalty: 3369.704346
	Iteration 60F: 3 clusters Score -4070074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4070086.000000 Penalty: 3369.704346
	Iteration 61Q: 3 clusters Score -4070086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4070089.250000 Penalty: 3369.704346
	Iteration 62Q: 3 clusters Score -4070089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4070090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4070093.000000 Penalty: 3369.704346
	Iteration 64Q: 3 clusters Score -4070093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4070108.000000 Penalty: 3369.704346
	Iteration 65Q: 3 clusters Score -4070108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4070119.000000 Penalty: 3369.704346
	Iteration 66Q: 3 clusters Score -4070119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4070130.000000 Penalty: 3369.704346
	Iteration 67Q: 3 clusters Score -4070130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4070134.750000 Penalty: 3369.704346
	Iteration 68Q: 3 clusters Score -4070135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -4070141.250000 Penalty: 3369.704346
	Iteration 69Q: 3 clusters Score -4070141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4070152.000000 Penalty: 3369.704346
	Iteration 70Q: 3 clusters Score -4070152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -4070141.000000 Penalty: 3369.704346
	Iteration 71Q: 3 clusters Score -4070141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -4070147.500000 Penalty: 3369.704346
	Iteration 72Q: 3 clusters Score -4070148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4070146.000000 Penalty: 3369.704346
	Iteration 73Q: 3 clusters Score -4070146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4070150.000000 Penalty: 3369.704346
	Iteration 74Q: 3 clusters Score -4070150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4070159.500000 Penalty: 3369.704346
	Iteration 75Q: 3 clusters Score -4070160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4070162.250000 Penalty: 3369.704346
	Iteration 76Q: 3 clusters Score -4070162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4070167.750000 Penalty: 3369.704346
	Iteration 77Q: 3 clusters Score -4070168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4070172.000000 Penalty: 3369.704346
	Iteration 78Q: 3 clusters Score -4070172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4070174.750000 Penalty: 3369.704346
	Iteration 79Q: 3 clusters Score -4070175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4070185.250000 Penalty: 3369.704346
	Iteration 80F: 3 clusters Score -4070185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4070191.000000 Penalty: 3369.704346
	Iteration 81Q: 3 clusters Score -4070191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4070194.000000 Penalty: 3369.704346
	Iteration 82Q: 3 clusters Score -4070194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4070205.250000 Penalty: 3369.704346
	Iteration 83Q: 3 clusters Score -4070205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4070216.750000 Penalty: 3369.704346
	Iteration 84Q: 3 clusters Score -4070217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4070226.000000 Penalty: 3369.704346
	Iteration 85Q: 3 clusters Score -4070226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4070232.000000 Penalty: 3369.704346
	Iteration 86Q: 3 clusters Score -4070232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4070242.000000 Penalty: 3369.704346
	Iteration 87Q: 3 clusters Score -4070242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4070238.750000 Penalty: 3369.704346
	Iteration 88Q: 3 clusters Score -4070239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4070245.750000 Penalty: 3369.704346
	Iteration 89Q: 3 clusters Score -4070246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4070250.750000 Penalty: 3369.704346
	Iteration 90Q: 3 clusters Score -4070251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4070253.750000 Penalty: 3369.704346
	Iteration 91Q: 3 clusters Score -4070254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4070267.000000 Penalty: 3369.704346
	Iteration 92Q: 3 clusters Score -4070267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4070277.500000 Penalty: 3369.704346
	Iteration 93Q: 3 clusters Score -4070278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4070291.750000 Penalty: 3369.704346
	Iteration 94Q: 3 clusters Score -4070292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4070300.000000 Penalty: 3369.704346
	Iteration 95Q: 3 clusters Score -4070300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4070308.750000 Penalty: 3369.704346
	Iteration 96Q: 3 clusters Score -4070309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4070308.250000 Penalty: 3369.704346
	Iteration 97Q: 3 clusters Score -4070308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4070315.250000 Penalty: 3369.704346
	Iteration 98Q: 3 clusters Score -4070315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4070316.000000 Penalty: 3369.704346
	Iteration 99Q: 3 clusters Score -4070316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4070320.250000 Penalty: 3369.704346
	Iteration 100F: 3 clusters Score -4070320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4070320.750000 Penalty: 3369.704346
	Iteration 101Q: 3 clusters Score -4070321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4070324.000000 Penalty: 3369.704346
	Iteration 102Q: 3 clusters Score -4070324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4070322.000000 Penalty: 3369.704346
	Iteration 103Q: 3 clusters Score -4070322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4070328.000000 Penalty: 3369.704346
	Iteration 104Q: 3 clusters Score -4070328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -4070334.750000 Penalty: 3369.704346
	Iteration 105Q: 3 clusters Score -4070335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4070335.750000 Penalty: 3369.704346
	Iteration 106Q: 3 clusters Score -4070336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4070340.000000 Penalty: 3369.704346
	Iteration 107Q: 3 clusters Score -4070340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4070347.000000 Penalty: 3369.704346
	Iteration 108Q: 3 clusters Score -4070347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -4070351.250000 Penalty: 3369.704346
	Iteration 109Q: 3 clusters Score -4070351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4070347.250000 Penalty: 3369.704346
	Iteration 110Q: 3 clusters Score -4070347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4070359.000000 Penalty: 3369.704346
	Iteration 111Q: 3 clusters Score -4070359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4070367.500000 Penalty: 3369.704346
	Iteration 112Q: 3 clusters Score -4070368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4070381.750000 Penalty: 3369.704346
	Iteration 113Q: 3 clusters Score -4070382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -4070382.750000 Penalty: 3369.704346
	Iteration 114Q: 3 clusters Score -4070383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4070382.500000 Penalty: 3369.704346
	Iteration 115Q: 3 clusters Score -4070382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4070384.250000 Penalty: 3369.704346
	Iteration 116Q: 3 clusters Score -4070384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4070387.250000 Penalty: 3369.704346
	Iteration 117Q: 3 clusters Score -4070387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4070392.500000 Penalty: 3369.704346
	Iteration 118Q: 3 clusters Score -4070392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4070403.750000 Penalty: 3369.704346
	Iteration 119Q: 3 clusters Score -4070404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4070395.750000 Penalty: 3369.704346
	Iteration 120F: 3 clusters Score -4070396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4070406.750000 Penalty: 3369.704346
	Iteration 121Q: 3 clusters Score -4070407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4070406.500000 Penalty: 3369.704346
	Iteration 122Q: 3 clusters Score -4070406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4070409.750000 Penalty: 3369.704346
	Iteration 123Q: 3 clusters Score -4070410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4070421.500000 Penalty: 3369.704346
	Iteration 124Q: 3 clusters Score -4070422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4070428.000000 Penalty: 3369.704346
	Iteration 125Q: 3 clusters Score -4070428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4070438.000000 Penalty: 3369.704346
	Iteration 126Q: 3 clusters Score -4070438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4070449.500000 Penalty: 3369.704346
	Iteration 127Q: 3 clusters Score -4070450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4070442.750000 Penalty: 3369.704346
	Iteration 128Q: 3 clusters Score -4070443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4070442.500000 Penalty: 3369.704346
	Iteration 129Q: 3 clusters Score -4070442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4070449.000000 Penalty: 3369.704346
	Iteration 130Q: 3 clusters Score -4070449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4070455.750000 Penalty: 3369.704346
	Iteration 131Q: 3 clusters Score -4070456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4070463.500000 Penalty: 3369.704346
	Iteration 132Q: 3 clusters Score -4070464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -4070470.250000 Penalty: 3369.704346
	Iteration 133Q: 3 clusters Score -4070470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4070479.250000 Penalty: 3369.704346
	Iteration 134Q: 3 clusters Score -4070479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4070475.500000 Penalty: 3369.704346
	Iteration 135Q: 3 clusters Score -4070476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4070486.500000 Penalty: 3369.704346
	Iteration 136Q: 3 clusters Score -4070486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4070490.000000 Penalty: 3369.704346
	Iteration 137Q: 3 clusters Score -4070490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4070491.750000 Penalty: 3369.704346
	Iteration 138Q: 3 clusters Score -4070492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4070495.500000 Penalty: 3369.704346
	Iteration 139Q: 3 clusters Score -4070496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4070498.500000 Penalty: 3369.704346
	Iteration 140F: 3 clusters Score -4070498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4070499.250000 Penalty: 3369.704346
	Iteration 141Q: 3 clusters Score -4070499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4070500.000000 Penalty: 3369.704346
	Iteration 142Q: 3 clusters Score -4070500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4070502.750000 Penalty: 3369.704346
	Iteration 143Q: 3 clusters Score -4070503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4070508.750000 Penalty: 3369.704346
	Iteration 144Q: 3 clusters Score -4070509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4070508.000000 Penalty: 3369.704346
	Iteration 145Q: 3 clusters Score -4070508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4070516.000000 Penalty: 3369.704346
	Iteration 146Q: 3 clusters Score -4070516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
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Entering Unmasked Estep 
Score: -4070519.750000 Penalty: 3369.704346
	Iteration 147Q: 3 clusters Score -4070520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4070514.000000 Penalty: 3369.704346
	Iteration 148Q: 3 clusters Score -4070514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4070524.000000 Penalty: 3369.704346
	Iteration 149Q: 3 clusters Score -4070524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4070531.250000 Penalty: 3369.704346
	Iteration 150Q: 3 clusters Score -4070531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4070534.000000 Penalty: 3369.704346
	Iteration 151Q: 3 clusters Score -4070534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -4070540.500000 Penalty: 3369.704346
	Iteration 152Q: 3 clusters Score -4070540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4070552.250000 Penalty: 3369.704346
	Iteration 153Q: 3 clusters Score -4070552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4070557.000000 Penalty: 3369.704346
	Iteration 154Q: 3 clusters Score -4070557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4070554.250000 Penalty: 3369.704346
	Iteration 155Q: 3 clusters Score -4070554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4070569.000000 Penalty: 3369.704346
	Iteration 156Q: 3 clusters Score -4070569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4070575.000000 Penalty: 3369.704346
	Iteration 157Q: 3 clusters Score -4070575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4070577.500000 Penalty: 3369.704346
	Iteration 158Q: 3 clusters Score -4070578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4070570.250000 Penalty: 3369.704346
	Iteration 159Q: 3 clusters Score -4070570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4070584.250000 Penalty: 3369.704346
	Iteration 160F: 3 clusters Score -4070584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4070596.000000 Penalty: 3369.704346
	Iteration 161Q: 3 clusters Score -4070596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4070599.000000 Penalty: 3369.704346
	Iteration 162Q: 3 clusters Score -4070599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4070598.500000 Penalty: 3369.704346
	Iteration 163Q: 3 clusters Score -4070598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4070600.250000 Penalty: 3369.704346
	Iteration 164Q: 3 clusters Score -4070600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4070602.000000 Penalty: 3369.704346
	Iteration 165Q: 3 clusters Score -4070602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4070609.500000 Penalty: 3369.704346
	Iteration 166Q: 3 clusters Score -4070610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4070615.250000 Penalty: 3369.704346
	Iteration 167Q: 3 clusters Score -4070615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4070621.750000 Penalty: 3369.704346
	Iteration 168Q: 3 clusters Score -4070622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4070624.000000 Penalty: 3369.704346
	Iteration 169Q: 3 clusters Score -4070624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4070624.000000 Penalty: 3369.704346
	Iteration 170Q: 3 clusters Score -4070624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4070633.000000 Penalty: 3369.704346
	Iteration 171Q: 3 clusters Score -4070633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4070632.500000 Penalty: 3369.704346
	Iteration 172Q: 3 clusters Score -4070632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4070638.250000 Penalty: 3369.704346
	Iteration 173Q: 3 clusters Score -4070638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4070643.500000 Penalty: 3369.704346
	Iteration 174Q: 3 clusters Score -4070644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4070650.500000 Penalty: 3369.704346
	Iteration 175Q: 3 clusters Score -4070650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4070655.500000 Penalty: 3369.704346
	Iteration 176Q: 3 clusters Score -4070656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4070663.750000 Penalty: 3369.704346
	Iteration 177Q: 3 clusters Score -4070664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -4070669.500000 Penalty: 3369.704346
	Iteration 178Q: 3 clusters Score -4070670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4070674.250000 Penalty: 3369.704346
	Iteration 179Q: 3 clusters Score -4070674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4070671.750000 Penalty: 3369.704346
	Iteration 180F: 3 clusters Score -4070672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4070676.250000 Penalty: 3369.704346
	Iteration 181Q: 3 clusters Score -4070676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4070679.000000 Penalty: 3369.704346
	Iteration 182Q: 3 clusters Score -4070679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4070679.750000 Penalty: 3369.704346
	Iteration 183Q: 3 clusters Score -4070680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4070685.250000 Penalty: 3369.704346
	Iteration 184Q: 3 clusters Score -4070685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4070693.750000 Penalty: 3369.704346
	Iteration 185Q: 3 clusters Score -4070694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4070693.500000 Penalty: 3369.704346
	Iteration 186Q: 3 clusters Score -4070694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4070695.250000 Penalty: 3369.704346
	Iteration 187Q: 3 clusters Score -4070695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4070690.750000 Penalty: 3369.704346
	Iteration 188Q: 3 clusters Score -4070691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4070688.000000 Penalty: 3369.704346
	Iteration 189Q: 3 clusters Score -4070688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4070695.250000 Penalty: 3369.704346
	Iteration 190Q: 3 clusters Score -4070695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4070699.000000 Penalty: 3369.704346
	Iteration 191Q: 3 clusters Score -4070699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4070708.000000 Penalty: 3369.704346
	Iteration 192Q: 3 clusters Score -4070708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4070702.250000 Penalty: 3369.704346
	Iteration 193Q: 3 clusters Score -4070702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4070701.500000 Penalty: 3369.704346
	Iteration 194Q: 3 clusters Score -4070702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4070704.000000 Penalty: 3369.704346
	Iteration 195Q: 3 clusters Score -4070704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4070706.500000 Penalty: 3369.704346
	Iteration 196Q: 3 clusters Score -4070706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4070703.500000 Penalty: 3369.704346
	Iteration 197Q: 3 clusters Score -4070704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4070705.250000 Penalty: 3369.704346
	Iteration 198Q: 3 clusters Score -4070705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4070716.250000 Penalty: 3369.704346
	Iteration 199Q: 3 clusters Score -4070716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4070723.750000 Penalty: 3369.704346
	Iteration 200F: 3 clusters Score -4070724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4070723.750000 Penalty: 3369.704346
	Iteration 201Q: 3 clusters Score -4070724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4070722.500000 Penalty: 3369.704346
	Iteration 202Q: 3 clusters Score -4070722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4070725.000000 Penalty: 3369.704346
	Iteration 203Q: 3 clusters Score -4070725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4070721.500000 Penalty: 3369.704346
	Iteration 204Q: 3 clusters Score -4070722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4070724.000000 Penalty: 3369.704346
	Iteration 205Q: 3 clusters Score -4070724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4070726.000000 Penalty: 3369.704346
	Iteration 206Q: 3 clusters Score -4070726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4070728.000000 Penalty: 3369.704346
	Iteration 207Q: 3 clusters Score -4070728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4070728.000000 Penalty: 3369.704346
	Iteration 208F: 3 clusters Score -4070728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.781250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -506584.093750 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506584.1 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -507576.281250 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507576.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -507801.937500 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507801.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -507947.812500 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -507947.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -508058.281250 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -508058.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -508147.406250 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -508147.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -508232.718750 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -508232.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -508299.875000 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508299.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -508349.531250 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -508349.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -508404.906250 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -508404.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -508471.500000 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -508471.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -508516.843750 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -508516.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -508545.656250 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -508545.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -508569.812500 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -508569.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -508589.343750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -508589.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -508606.031250 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -508606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -508620.468750 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -508620.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -508639.531250 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -508639.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -508657.093750 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -508657.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -508674.281250 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -508674.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -508688.343750 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -508688.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -508703.750000 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -508703.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -508724.343750 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -508724.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -508749.875000 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -508749.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -508784.531250 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -508784.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -508818.656250 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -508818.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -508858.062500 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -508858.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -508897.437500 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -508897.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -508933.406250 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -508933.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -508966.187500 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -508966.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -509003.312500 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -509003.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -509033.562500 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -509033.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -509061.375000 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -509061.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -509081.781250 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -509081.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -509098.781250 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -509098.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -509115.031250 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -509115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -509130.437500 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -509130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -509140.937500 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -509140.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -509146.531250 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -509146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -509154.093750 Penalty: 2723.051514
	Iteration 39Q: 3 clusters Score -509154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -509160.593750 Penalty: 2723.051514
	Iteration 40F: 3 clusters Score -509160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -509165.281250 Penalty: 2723.051514
	Iteration 41Q: 3 clusters Score -509165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -509172.406250 Penalty: 2723.051514
	Iteration 42Q: 3 clusters Score -509172.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -509179.812500 Penalty: 2723.051514
	Iteration 43Q: 3 clusters Score -509179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -509187.562500 Penalty: 2723.051514
	Iteration 44Q: 3 clusters Score -509187.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -509198.281250 Penalty: 2723.051514
	Iteration 45Q: 3 clusters Score -509198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -509205.812500 Penalty: 2723.051514
	Iteration 46Q: 3 clusters Score -509205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -509210.156250 Penalty: 2723.051514
	Iteration 47Q: 3 clusters Score -509210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -509210.218750 Penalty: 2723.051514
	Iteration 48Q: 3 clusters Score -509210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -509210.968750 Penalty: 2723.051514
	Iteration 49Q: 3 clusters Score -509211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -509211.781250 Penalty: 2723.051514
	Iteration 50Q: 3 clusters Score -509211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -509212.656250 Penalty: 2723.051514
	Iteration 51Q: 3 clusters Score -509212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -509212.781250 Penalty: 2723.051514
	Iteration 52Q: 3 clusters Score -509212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -509212.781250 Penalty: 2723.051514
	Iteration 53F: 3 clusters Score -509212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -129645.968750 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -129646 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 534 members 
Entering Unmasked Estep 
Score: -128191.859375 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -128191.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128506.062500 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -128506.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128583.257812 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -128583.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128632.476562 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -128632.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128679.945312 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -128679.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128707.015625 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -128707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -128726.460938 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -128726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128744.289062 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -128744.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -128759.273438 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -128759.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -128779.593750 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -128779.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -128801.367188 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -128801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -128814.671875 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -128814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -128820.890625 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -128820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -128825.617188 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -128825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -128835.671875 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -128835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -128843.617188 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -128843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -128849.093750 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -128849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -128852.656250 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -128852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -128855.375000 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -128855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -128858.601562 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -128858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -128859.171875 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -128859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -128861.265625 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -128861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -128861.265625 Penalty: 2273.028320
	Iteration 22F: 3 clusters Score -128861.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -629450.500000 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -629450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -625471.437500 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -625471.4 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -626546.812500 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -626546.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -626739.375000 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -626739.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -626884.750000 Penalty: 2767.697510
	Iteration 3F: 3 clusters Score -626884.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -627001.125000 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -627001.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -627098.312500 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -627098.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -627186.875000 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -627186.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -627258.250000 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -627258.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -627308.937500 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -627308.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -627358.500000 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -627358.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -627410.562500 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -627410.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -627453.875000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -627453.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -627505.562500 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -627505.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -627560.437500 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -627560.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -627616.687500 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -627616.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -627665.000000 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -627665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -627716.750000 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -627716.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -627768.062500 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -627768.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -627811.125000 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -627811.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -627875.125000 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -627875.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -627933.187500 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -627933.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -627987.562500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -627987.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -628027.687500 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -628027.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -628058.750000 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -628058.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -628085.750000 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -628085.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -628108.937500 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -628108.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -628124.812500 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -628124.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -628143.562500 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -628143.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -628156.187500 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -628156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -628164.937500 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -628164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -628173.687500 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -628173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -628184.250000 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -628184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -628194.250000 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -628194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -628200.375000 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -628200.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -628208.500000 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -628208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -628213.937500 Penalty: 2767.697510
	Iteration 35Q: 3 clusters Score -628213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -628217.437500 Penalty: 2767.697510
	Iteration 36Q: 3 clusters Score -628217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -628226.687500 Penalty: 2767.697510
	Iteration 37Q: 3 clusters Score -628226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -628234.312500 Penalty: 2767.697510
	Iteration 38Q: 3 clusters Score -628234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -628238.312500 Penalty: 2767.697510
	Iteration 39Q: 3 clusters Score -628238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -628245.000000 Penalty: 2767.697510
	Iteration 40F: 3 clusters Score -628245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -628246.625000 Penalty: 2767.697510
	Iteration 41Q: 3 clusters Score -628246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -628252.312500 Penalty: 2767.697510
	Iteration 42Q: 3 clusters Score -628252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -628259.125000 Penalty: 2767.697510
	Iteration 43Q: 3 clusters Score -628259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -628263.437500 Penalty: 2767.697510
	Iteration 44Q: 3 clusters Score -628263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -628269.125000 Penalty: 2767.697510
	Iteration 45Q: 3 clusters Score -628269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -628271.375000 Penalty: 2767.697510
	Iteration 46Q: 3 clusters Score -628271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -628271.812500 Penalty: 2767.697510
	Iteration 47Q: 3 clusters Score -628271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -628271.812500 Penalty: 2767.697510
	Iteration 48F: 3 clusters Score -628271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49341.421875 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49341.42 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49672.933594 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49672.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49917.539062 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49917.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50098.003906 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -50098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50203.519531 Penalty: 2026.183472
	Iteration 4Q: 3 clusters Score -50203.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50230.386719 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50230.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50253.890625 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50253.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50269.113281 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50269.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50272.585938 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50272.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50272.585938 Penalty: 2026.183472
	Iteration 9F: 3 clusters Score -50272.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 30940 members 
Mstep: Class 13 contains 79815 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88087 members 
Mstep: Class 18 contains 378 members 
Entering Unmasked Estep 
Score: -61628720.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61629756.000000 to -61628720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Entering Unmasked Estep 
Score: -8379713.500000 Penalty: 1802.801270
	Iteration 0F: 2 clusters Score -8379714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -8336045.500000 Penalty: 3605.602539
	Iteration 0F: 3 clusters Score -8336046 nChanged 31089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -8353926.500000 Penalty: 3605.602539
	Iteration 1F: 3 clusters Score -8353926 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -8354493.500000 Penalty: 3605.602539
	Iteration 2Q: 3 clusters Score -8354494 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -8355194.000000 Penalty: 3605.602539
	Iteration 3Q: 3 clusters Score -8355194 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -8355996.500000 Penalty: 3605.602539
	Iteration 4Q: 3 clusters Score -8355996 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8357144.000000 Penalty: 3605.602539
	Iteration 5Q: 3 clusters Score -8357144 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -8358693.000000 Penalty: 3605.602539
	Iteration 6Q: 3 clusters Score -8358693 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8360999.000000 Penalty: 3605.602539
	Iteration 7F: 3 clusters Score -8360999 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -8364178.500000 Penalty: 3605.602539
	Iteration 8F: 3 clusters Score -8364178 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -8367739.000000 Penalty: 3605.602539
	Iteration 9F: 3 clusters Score -8367739 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -8371333.500000 Penalty: 3605.602539
	Iteration 10F: 3 clusters Score -8371334 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -8374130.500000 Penalty: 3605.602539
	Iteration 11F: 3 clusters Score -8374130 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8375875.500000 Penalty: 3605.602539
	Iteration 12Q: 3 clusters Score -8375876 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8376888.000000 Penalty: 3605.602539
	Iteration 13Q: 3 clusters Score -8376888 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8377449.500000 Penalty: 3605.602539
	Iteration 14Q: 3 clusters Score -8377450 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8377735.000000 Penalty: 3605.602539
	Iteration 15Q: 3 clusters Score -8377735 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8377894.000000 Penalty: 3605.602539
	Iteration 16Q: 3 clusters Score -8377894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8377992.000000 Penalty: 3605.602539
	Iteration 17Q: 3 clusters Score -8377992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8378062.500000 Penalty: 3605.602539
	Iteration 18Q: 3 clusters Score -8378062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8378094.500000 Penalty: 3605.602539
	Iteration 19Q: 3 clusters Score -8378094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8378131.000000 Penalty: 3605.602539
	Iteration 20F: 3 clusters Score -8378131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8378145.500000 Penalty: 3605.602539
	Iteration 21Q: 3 clusters Score -8378146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8378157.500000 Penalty: 3605.602539
	Iteration 22Q: 3 clusters Score -8378158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8378166.500000 Penalty: 3605.602539
	Iteration 23Q: 3 clusters Score -8378166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8378185.500000 Penalty: 3605.602539
	Iteration 24Q: 3 clusters Score -8378186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8378196.500000 Penalty: 3605.602539
	Iteration 25Q: 3 clusters Score -8378196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8378203.000000 Penalty: 3605.602539
	Iteration 26Q: 3 clusters Score -8378203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8378215.500000 Penalty: 3605.602539
	Iteration 27Q: 3 clusters Score -8378216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8378216.000000 Penalty: 3605.602539
	Iteration 28Q: 3 clusters Score -8378216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8378218.500000 Penalty: 3605.602539
	Iteration 29Q: 3 clusters Score -8378218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8378219.000000 Penalty: 3605.602539
	Iteration 30Q: 3 clusters Score -8378219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8378218.000000 Penalty: 3605.602539
	Iteration 31Q: 3 clusters Score -8378218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8378222.500000 Penalty: 3605.602539
	Iteration 32Q: 3 clusters Score -8378222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8378222.500000 Penalty: 3605.602539
	Iteration 33Q: 3 clusters Score -8378222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8378222.500000 Penalty: 3605.602539
	Iteration 34F: 3 clusters Score -8378222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Entering Unmasked Estep 
Score: -4452088.500000 Penalty: 1706.672241
	Iteration 0F: 2 clusters Score -4452088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4427730.500000 Penalty: 3413.344482
	Iteration 0F: 3 clusters Score -4427730 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4437171.000000 Penalty: 3413.344482
	Iteration 1F: 3 clusters Score -4437171 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4437556.000000 Penalty: 3413.344482
	Iteration 2Q: 3 clusters Score -4437556 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4437922.000000 Penalty: 3413.344482
	Iteration 3Q: 3 clusters Score -4437922 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4438364.500000 Penalty: 3413.344482
	Iteration 4Q: 3 clusters Score -4438364 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4439007.500000 Penalty: 3413.344482
	Iteration 5Q: 3 clusters Score -4439008 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4440008.500000 Penalty: 3413.344482
	Iteration 6F: 3 clusters Score -4440008 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4441518.000000 Penalty: 3413.344482
	Iteration 7F: 3 clusters Score -4441518 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4443627.500000 Penalty: 3413.344482
	Iteration 8F: 3 clusters Score -4443628 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4446108.000000 Penalty: 3413.344482
	Iteration 9F: 3 clusters Score -4446108 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4448095.500000 Penalty: 3413.344482
	Iteration 10F: 3 clusters Score -4448096 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4449340.000000 Penalty: 3413.344482
	Iteration 11Q: 3 clusters Score -4449340 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4449982.500000 Penalty: 3413.344482
	Iteration 12Q: 3 clusters Score -4449982 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4450327.500000 Penalty: 3413.344482
	Iteration 13Q: 3 clusters Score -4450328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4450494.000000 Penalty: 3413.344482
	Iteration 14Q: 3 clusters Score -4450494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4450599.000000 Penalty: 3413.344482
	Iteration 15Q: 3 clusters Score -4450599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4450650.500000 Penalty: 3413.344482
	Iteration 16Q: 3 clusters Score -4450650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4450680.500000 Penalty: 3413.344482
	Iteration 17Q: 3 clusters Score -4450680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4450693.000000 Penalty: 3413.344482
	Iteration 18Q: 3 clusters Score -4450693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4450704.500000 Penalty: 3413.344482
	Iteration 19Q: 3 clusters Score -4450704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4450711.500000 Penalty: 3413.344482
	Iteration 20F: 3 clusters Score -4450712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4450722.000000 Penalty: 3413.344482
	Iteration 21Q: 3 clusters Score -4450722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4450722.500000 Penalty: 3413.344482
	Iteration 22Q: 3 clusters Score -4450722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4450722.500000 Penalty: 3413.344482
	Iteration 23Q: 3 clusters Score -4450722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4450722.500000 Penalty: 3413.344482
	Iteration 24F: 3 clusters Score -4450722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Entering Unmasked Estep 
Score: -8598084.000000 Penalty: 1806.128906
	Iteration 0F: 2 clusters Score -8598084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -8554026.000000 Penalty: 3612.257812
	Iteration 0F: 3 clusters Score -8554026 nChanged 31711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -8571986.000000 Penalty: 3612.257812
	Iteration 1F: 3 clusters Score -8571986 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -8572791.000000 Penalty: 3612.257812
	Iteration 2Q: 3 clusters Score -8572791 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8573952.000000 Penalty: 3612.257812
	Iteration 3Q: 3 clusters Score -8573952 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8576125.000000 Penalty: 3612.257812
	Iteration 4F: 3 clusters Score -8576125 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -8579918.000000 Penalty: 3612.257812
	Iteration 5F: 3 clusters Score -8579918 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -8585327.000000 Penalty: 3612.257812
	Iteration 6F: 3 clusters Score -8585327 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8590661.000000 Penalty: 3612.257812
	Iteration 7F: 3 clusters Score -8590661 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8594026.000000 Penalty: 3612.257812
	Iteration 8F: 3 clusters Score -8594026 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8595499.000000 Penalty: 3612.257812
	Iteration 9Q: 3 clusters Score -8595499 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8596054.000000 Penalty: 3612.257812
	Iteration 10Q: 3 clusters Score -8596054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8596264.000000 Penalty: 3612.257812
	Iteration 11Q: 3 clusters Score -8596264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8596333.000000 Penalty: 3612.257812
	Iteration 12Q: 3 clusters Score -8596333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8596365.000000 Penalty: 3612.257812
	Iteration 13Q: 3 clusters Score -8596365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8596407.000000 Penalty: 3612.257812
	Iteration 14Q: 3 clusters Score -8596407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8596426.000000 Penalty: 3612.257812
	Iteration 15Q: 3 clusters Score -8596426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8596445.000000 Penalty: 3612.257812
	Iteration 16Q: 3 clusters Score -8596445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8596472.000000 Penalty: 3612.257812
	Iteration 17Q: 3 clusters Score -8596472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8596479.000000 Penalty: 3612.257812
	Iteration 18Q: 3 clusters Score -8596479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8596493.000000 Penalty: 3612.257812
	Iteration 19Q: 3 clusters Score -8596493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8596505.000000 Penalty: 3612.257812
	Iteration 20F: 3 clusters Score -8596505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8596514.000000 Penalty: 3612.257812
	Iteration 21Q: 3 clusters Score -8596514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8596520.000000 Penalty: 3612.257812
	Iteration 22Q: 3 clusters Score -8596520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8596517.000000 Penalty: 3612.257812
	Iteration 23Q: 3 clusters Score -8596517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8596522.000000 Penalty: 3612.257812
	Iteration 24Q: 3 clusters Score -8596522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8596518.000000 Penalty: 3612.257812
	Iteration 25Q: 3 clusters Score -8596518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8596523.000000 Penalty: 3612.257812
	Iteration 26Q: 3 clusters Score -8596523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8596526.000000 Penalty: 3612.257812
	Iteration 27Q: 3 clusters Score -8596526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8596523.000000 Penalty: 3612.257812
	Iteration 28Q: 3 clusters Score -8596523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8596522.000000 Penalty: 3612.257812
	Iteration 29Q: 3 clusters Score -8596522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8596522.000000 Penalty: 3612.257812
	Iteration 30F: 3 clusters Score -8596522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21758.095703 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21137.009766 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21137.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21657.998047 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21994.064453 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21994.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22172.849609 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -22172.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22261.361328 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22261.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22287.427734 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22287.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22307.292969 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22307.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22317.281250 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22317.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22329.619141 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -22329.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22336.283203 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -22336.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22339.476562 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -22339.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22343.187500 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -22343.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22343.187500 Penalty: 1871.643066
	Iteration 12F: 3 clusters Score -22343.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 30940 members 
Mstep: Class 13 contains 79815 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88087 members 
Mstep: Class 18 contains 122 members 
Entering Unmasked Estep 
Score: -61629196.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61629756.000000 to -61629196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -119955.609375 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -119955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118515.218750 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -118515.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118738.921875 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -118738.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118812.195312 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -118812.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118848.445312 Penalty: 2231.753418
	Iteration 3Q: 3 clusters Score -118848.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118861.093750 Penalty: 2231.753418
	Iteration 4Q: 3 clusters Score -118861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118868.687500 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -118868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118878.757812 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -118878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118892.273438 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -118892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118900.523438 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -118900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118906.835938 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -118906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118913.531250 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -118913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118921.640625 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -118921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118924.359375 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -118924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118928.468750 Penalty: 2231.753418
	Iteration 13Q: 3 clusters Score -118928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118932.687500 Penalty: 2231.753418
	Iteration 14Q: 3 clusters Score -118932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118936.835938 Penalty: 2231.753418
	Iteration 15Q: 3 clusters Score -118936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118938.820312 Penalty: 2231.753418
	Iteration 16Q: 3 clusters Score -118938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118941.781250 Penalty: 2231.753418
	Iteration 17Q: 3 clusters Score -118941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118946.890625 Penalty: 2231.753418
	Iteration 18Q: 3 clusters Score -118946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118950.070312 Penalty: 2231.753418
	Iteration 19Q: 3 clusters Score -118950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118952.250000 Penalty: 2231.753418
	Iteration 20F: 3 clusters Score -118952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118952.968750 Penalty: 2231.753418
	Iteration 21Q: 3 clusters Score -118953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118954.078125 Penalty: 2231.753418
	Iteration 22Q: 3 clusters Score -118954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118955.570312 Penalty: 2231.753418
	Iteration 23Q: 3 clusters Score -118955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118956.289062 Penalty: 2231.753418
	Iteration 24Q: 3 clusters Score -118956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118956.539062 Penalty: 2231.753418
	Iteration 25Q: 3 clusters Score -118956.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118956.539062 Penalty: 2231.753418
	Iteration 26F: 3 clusters Score -118956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Entering Unmasked Estep 
Score: -2842071.750000 Penalty: 1627.616577
	Iteration 0F: 2 clusters Score -2842072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2826826.750000 Penalty: 3255.233154
	Iteration 0F: 3 clusters Score -2826827 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2832628.000000 Penalty: 3255.233154
	Iteration 1F: 3 clusters Score -2832628 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2833109.500000 Penalty: 3255.233154
	Iteration 2F: 3 clusters Score -2833110 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2833763.750000 Penalty: 3255.233154
	Iteration 3F: 3 clusters Score -2833764 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2834679.500000 Penalty: 3255.233154
	Iteration 4F: 3 clusters Score -2834680 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2836094.750000 Penalty: 3255.233154
	Iteration 5F: 3 clusters Score -2836095 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2837840.750000 Penalty: 3255.233154
	Iteration 6F: 3 clusters Score -2837841 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2839289.500000 Penalty: 3255.233154
	Iteration 7F: 3 clusters Score -2839290 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2840053.500000 Penalty: 3255.233154
	Iteration 8Q: 3 clusters Score -2840054 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2840381.000000 Penalty: 3255.233154
	Iteration 9Q: 3 clusters Score -2840381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2840505.500000 Penalty: 3255.233154
	Iteration 10Q: 3 clusters Score -2840506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2840559.500000 Penalty: 3255.233154
	Iteration 11Q: 3 clusters Score -2840560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2840579.500000 Penalty: 3255.233154
	Iteration 12Q: 3 clusters Score -2840580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2840600.500000 Penalty: 3255.233154
	Iteration 13Q: 3 clusters Score -2840600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2840613.000000 Penalty: 3255.233154
	Iteration 14Q: 3 clusters Score -2840613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2840618.500000 Penalty: 3255.233154
	Iteration 15Q: 3 clusters Score -2840618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2840620.000000 Penalty: 3255.233154
	Iteration 16Q: 3 clusters Score -2840620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2840621.750000 Penalty: 3255.233154
	Iteration 17Q: 3 clusters Score -2840622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2840621.750000 Penalty: 3255.233154
	Iteration 18F: 3 clusters Score -2840622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Entering Unmasked Estep 
Score: -3941037.750000 Penalty: 1680.218262
	Iteration 0F: 2 clusters Score -3941038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3920326.000000 Penalty: 3360.436523
	Iteration 0F: 3 clusters Score -3920326 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3928393.000000 Penalty: 3360.436523
	Iteration 1F: 3 clusters Score -3928393 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3928821.750000 Penalty: 3360.436523
	Iteration 2Q: 3 clusters Score -3928822 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3929286.000000 Penalty: 3360.436523
	Iteration 3Q: 3 clusters Score -3929286 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3929867.750000 Penalty: 3360.436523
	Iteration 4Q: 3 clusters Score -3929868 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3930691.750000 Penalty: 3360.436523
	Iteration 5F: 3 clusters Score -3930692 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3931788.000000 Penalty: 3360.436523
	Iteration 6F: 3 clusters Score -3931788 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3933378.500000 Penalty: 3360.436523
	Iteration 7F: 3 clusters Score -3933378 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3935233.750000 Penalty: 3360.436523
	Iteration 8F: 3 clusters Score -3935234 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3936972.750000 Penalty: 3360.436523
	Iteration 9F: 3 clusters Score -3936973 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3938208.000000 Penalty: 3360.436523
	Iteration 10Q: 3 clusters Score -3938208 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3938905.000000 Penalty: 3360.436523
	Iteration 11Q: 3 clusters Score -3938905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3939240.000000 Penalty: 3360.436523
	Iteration 12Q: 3 clusters Score -3939240 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3939367.000000 Penalty: 3360.436523
	Iteration 13Q: 3 clusters Score -3939367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3939451.750000 Penalty: 3360.436523
	Iteration 14Q: 3 clusters Score -3939452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3939499.750000 Penalty: 3360.436523
	Iteration 15Q: 3 clusters Score -3939500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3939535.500000 Penalty: 3360.436523
	Iteration 16Q: 3 clusters Score -3939536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3939560.000000 Penalty: 3360.436523
	Iteration 17Q: 3 clusters Score -3939560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3939577.500000 Penalty: 3360.436523
	Iteration 18Q: 3 clusters Score -3939578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3939582.500000 Penalty: 3360.436523
	Iteration 19Q: 3 clusters Score -3939582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3939584.500000 Penalty: 3360.436523
	Iteration 20F: 3 clusters Score -3939584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3939588.250000 Penalty: 3360.436523
	Iteration 21Q: 3 clusters Score -3939588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3939589.000000 Penalty: 3360.436523
	Iteration 22Q: 3 clusters Score -3939589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3939589.000000 Penalty: 3360.436523
	Iteration 23F: 3 clusters Score -3939589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Entering Unmasked Estep 
Score: -10186235.000000 Penalty: 1834.213379
	Iteration 0F: 2 clusters Score -1.018624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -10135343.000000 Penalty: 3668.426758
	Iteration 0F: 3 clusters Score -1.013534e+07 nChanged 38055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -10157263.000000 Penalty: 3668.426758
	Iteration 1F: 3 clusters Score -1.015726e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -10158163.000000 Penalty: 3668.426758
	Iteration 2Q: 3 clusters Score -1.015816e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -10159603.000000 Penalty: 3668.426758
	Iteration 3Q: 3 clusters Score -1.01596e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -10161958.000000 Penalty: 3668.426758
	Iteration 4F: 3 clusters Score -1.016196e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -10165444.000000 Penalty: 3668.426758
	Iteration 5F: 3 clusters Score -1.016544e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -10170168.000000 Penalty: 3668.426758
	Iteration 6F: 3 clusters Score -1.017017e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -10175945.000000 Penalty: 3668.426758
	Iteration 7F: 3 clusters Score -1.017594e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -10181002.000000 Penalty: 3668.426758
	Iteration 8F: 3 clusters Score -1.0181e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -10183554.000000 Penalty: 3668.426758
	Iteration 9Q: 3 clusters Score -1.018355e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -10184548.000000 Penalty: 3668.426758
	Iteration 10Q: 3 clusters Score -1.018455e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -10185074.000000 Penalty: 3668.426758
	Iteration 11Q: 3 clusters Score -1.018507e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -10185326.000000 Penalty: 3668.426758
	Iteration 12Q: 3 clusters Score -1.018533e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -10185482.000000 Penalty: 3668.426758
	Iteration 13Q: 3 clusters Score -1.018548e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -10185614.000000 Penalty: 3668.426758
	Iteration 14Q: 3 clusters Score -1.018561e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -10185728.000000 Penalty: 3668.426758
	Iteration 15Q: 3 clusters Score -1.018573e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -10185807.000000 Penalty: 3668.426758
	Iteration 16Q: 3 clusters Score -1.018581e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -10185887.000000 Penalty: 3668.426758
	Iteration 17Q: 3 clusters Score -1.018589e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -10186053.000000 Penalty: 3668.426758
	Iteration 18Q: 3 clusters Score -1.018605e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -10186135.000000 Penalty: 3668.426758
	Iteration 19Q: 3 clusters Score -1.018614e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -10186222.000000 Penalty: 3668.426758
	Iteration 20F: 3 clusters Score -1.018622e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -10186277.000000 Penalty: 3668.426758
	Iteration 21Q: 3 clusters Score -1.018628e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -10186244.000000 Penalty: 3668.426758
	Iteration 22Q: 3 clusters Score -1.018624e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -10186287.000000 Penalty: 3668.426758
	Iteration 23Q: 3 clusters Score -1.018629e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -10186308.000000 Penalty: 3668.426758
	Iteration 24Q: 3 clusters Score -1.018631e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -10186352.000000 Penalty: 3668.426758
	Iteration 25Q: 3 clusters Score -1.018635e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -10186359.000000 Penalty: 3668.426758
	Iteration 26Q: 3 clusters Score -1.018636e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -10186311.000000 Penalty: 3668.426758
	Iteration 27Q: 3 clusters Score -1.018631e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10186379.000000 Penalty: 3668.426758
	Iteration 28Q: 3 clusters Score -1.018638e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -10186390.000000 Penalty: 3668.426758
	Iteration 29Q: 3 clusters Score -1.018639e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -10186329.000000 Penalty: 3668.426758
	Iteration 30Q: 3 clusters Score -1.018633e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -10186316.000000 Penalty: 3668.426758
	Iteration 31Q: 3 clusters Score -1.018632e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -10186284.000000 Penalty: 3668.426758
	Iteration 32Q: 3 clusters Score -1.018628e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -10186258.000000 Penalty: 3668.426758
	Iteration 33Q: 3 clusters Score -1.018626e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -10186253.000000 Penalty: 3668.426758
	Iteration 34Q: 3 clusters Score -1.018625e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -10186200.000000 Penalty: 3668.426758
	Iteration 35Q: 3 clusters Score -1.01862e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -10186164.000000 Penalty: 3668.426758
	Iteration 36Q: 3 clusters Score -1.018616e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10186121.000000 Penalty: 3668.426758
	Iteration 37Q: 3 clusters Score -1.018612e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -10186062.000000 Penalty: 3668.426758
	Iteration 38Q: 3 clusters Score -1.018606e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -10186050.000000 Penalty: 3668.426758
	Iteration 39Q: 3 clusters Score -1.018605e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -10186021.000000 Penalty: 3668.426758
	Iteration 40F: 3 clusters Score -1.018602e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -10185999.000000 Penalty: 3668.426758
	Iteration 41Q: 3 clusters Score -1.0186e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -10185968.000000 Penalty: 3668.426758
	Iteration 42Q: 3 clusters Score -1.018597e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10185948.000000 Penalty: 3668.426758
	Iteration 43Q: 3 clusters Score -1.018595e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -10185908.000000 Penalty: 3668.426758
	Iteration 44Q: 3 clusters Score -1.018591e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -10185906.000000 Penalty: 3668.426758
	Iteration 45Q: 3 clusters Score -1.018591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10185898.000000 Penalty: 3668.426758
	Iteration 46Q: 3 clusters Score -1.01859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -10185873.000000 Penalty: 3668.426758
	Iteration 47Q: 3 clusters Score -1.018587e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -10185871.000000 Penalty: 3668.426758
	Iteration 48Q: 3 clusters Score -1.018587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -10185841.000000 Penalty: 3668.426758
	Iteration 49Q: 3 clusters Score -1.018584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -10185839.000000 Penalty: 3668.426758
	Iteration 50Q: 3 clusters Score -1.018584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -10185827.000000 Penalty: 3668.426758
	Iteration 51Q: 3 clusters Score -1.018583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -10185835.000000 Penalty: 3668.426758
	Iteration 52Q: 3 clusters Score -1.018584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10185825.000000 Penalty: 3668.426758
	Iteration 53Q: 3 clusters Score -1.018582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -10185804.000000 Penalty: 3668.426758
	Iteration 54Q: 3 clusters Score -1.01858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -10185819.000000 Penalty: 3668.426758
	Iteration 55Q: 3 clusters Score -1.018582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -10185818.000000 Penalty: 3668.426758
	Iteration 56Q: 3 clusters Score -1.018582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -10185807.000000 Penalty: 3668.426758
	Iteration 57Q: 3 clusters Score -1.018581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -10185802.000000 Penalty: 3668.426758
	Iteration 58Q: 3 clusters Score -1.01858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -10185794.000000 Penalty: 3668.426758
	Iteration 59Q: 3 clusters Score -1.018579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -10185780.000000 Penalty: 3668.426758
	Iteration 60F: 3 clusters Score -1.018578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -10185761.000000 Penalty: 3668.426758
	Iteration 61Q: 3 clusters Score -1.018576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -10185781.000000 Penalty: 3668.426758
	Iteration 62Q: 3 clusters Score -1.018578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -10185769.000000 Penalty: 3668.426758
	Iteration 63Q: 3 clusters Score -1.018577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -10185785.000000 Penalty: 3668.426758
	Iteration 64Q: 3 clusters Score -1.018578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -10185770.000000 Penalty: 3668.426758
	Iteration 65Q: 3 clusters Score -1.018577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -10185779.000000 Penalty: 3668.426758
	Iteration 66Q: 3 clusters Score -1.018578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -10185764.000000 Penalty: 3668.426758
	Iteration 67Q: 3 clusters Score -1.018576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -10185760.000000 Penalty: 3668.426758
	Iteration 68Q: 3 clusters Score -1.018576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -10185765.000000 Penalty: 3668.426758
	Iteration 69Q: 3 clusters Score -1.018576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -10185768.000000 Penalty: 3668.426758
	Iteration 70Q: 3 clusters Score -1.018577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -10185773.000000 Penalty: 3668.426758
	Iteration 71Q: 3 clusters Score -1.018577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -10185760.000000 Penalty: 3668.426758
	Iteration 72Q: 3 clusters Score -1.018576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -10185753.000000 Penalty: 3668.426758
	Iteration 73Q: 3 clusters Score -1.018575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -10185758.000000 Penalty: 3668.426758
	Iteration 74Q: 3 clusters Score -1.018576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10185752.000000 Penalty: 3668.426758
	Iteration 75Q: 3 clusters Score -1.018575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -10185755.000000 Penalty: 3668.426758
	Iteration 76Q: 3 clusters Score -1.018576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -10185758.000000 Penalty: 3668.426758
	Iteration 77Q: 3 clusters Score -1.018576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -10185742.000000 Penalty: 3668.426758
	Iteration 78Q: 3 clusters Score -1.018574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -10185741.000000 Penalty: 3668.426758
	Iteration 79Q: 3 clusters Score -1.018574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -10185746.000000 Penalty: 3668.426758
	Iteration 80F: 3 clusters Score -1.018575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -10185740.000000 Penalty: 3668.426758
	Iteration 81Q: 3 clusters Score -1.018574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -10185741.000000 Penalty: 3668.426758
	Iteration 82Q: 3 clusters Score -1.018574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -10185738.000000 Penalty: 3668.426758
	Iteration 83Q: 3 clusters Score -1.018574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -10185738.000000 Penalty: 3668.426758
	Iteration 84Q: 3 clusters Score -1.018574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -10185729.000000 Penalty: 3668.426758
	Iteration 85Q: 3 clusters Score -1.018573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -10185712.000000 Penalty: 3668.426758
	Iteration 86Q: 3 clusters Score -1.018571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -10185700.000000 Penalty: 3668.426758
	Iteration 87Q: 3 clusters Score -1.01857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -10185714.000000 Penalty: 3668.426758
	Iteration 88Q: 3 clusters Score -1.018571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -10185716.000000 Penalty: 3668.426758
	Iteration 89Q: 3 clusters Score -1.018572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10185708.000000 Penalty: 3668.426758
	Iteration 90Q: 3 clusters Score -1.018571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -10185713.000000 Penalty: 3668.426758
	Iteration 91Q: 3 clusters Score -1.018571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -10185710.000000 Penalty: 3668.426758
	Iteration 92Q: 3 clusters Score -1.018571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -10185705.000000 Penalty: 3668.426758
	Iteration 93Q: 3 clusters Score -1.01857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -10185712.000000 Penalty: 3668.426758
	Iteration 94Q: 3 clusters Score -1.018571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -10185699.000000 Penalty: 3668.426758
	Iteration 95Q: 3 clusters Score -1.01857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -10185695.000000 Penalty: 3668.426758
	Iteration 96Q: 3 clusters Score -1.01857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -10185688.000000 Penalty: 3668.426758
	Iteration 97Q: 3 clusters Score -1.018569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -10185676.000000 Penalty: 3668.426758
	Iteration 98Q: 3 clusters Score -1.018568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -10185681.000000 Penalty: 3668.426758
	Iteration 99Q: 3 clusters Score -1.018568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -10185670.000000 Penalty: 3668.426758
	Iteration 100F: 3 clusters Score -1.018567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -10185676.000000 Penalty: 3668.426758
	Iteration 101Q: 3 clusters Score -1.018568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -10185676.000000 Penalty: 3668.426758
	Iteration 102Q: 3 clusters Score -1.018568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -10185682.000000 Penalty: 3668.426758
	Iteration 103Q: 3 clusters Score -1.018568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -10185688.000000 Penalty: 3668.426758
	Iteration 104Q: 3 clusters Score -1.018569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -10185692.000000 Penalty: 3668.426758
	Iteration 105Q: 3 clusters Score -1.018569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -10185675.000000 Penalty: 3668.426758
	Iteration 106Q: 3 clusters Score -1.018568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -10185673.000000 Penalty: 3668.426758
	Iteration 107Q: 3 clusters Score -1.018567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -10185665.000000 Penalty: 3668.426758
	Iteration 108Q: 3 clusters Score -1.018566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -10185647.000000 Penalty: 3668.426758
	Iteration 109Q: 3 clusters Score -1.018565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -10185652.000000 Penalty: 3668.426758
	Iteration 110Q: 3 clusters Score -1.018565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -10185655.000000 Penalty: 3668.426758
	Iteration 111Q: 3 clusters Score -1.018566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -10185654.000000 Penalty: 3668.426758
	Iteration 112Q: 3 clusters Score -1.018565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -10185646.000000 Penalty: 3668.426758
	Iteration 113Q: 3 clusters Score -1.018565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -10185651.000000 Penalty: 3668.426758
	Iteration 114Q: 3 clusters Score -1.018565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -10185641.000000 Penalty: 3668.426758
	Iteration 115Q: 3 clusters Score -1.018564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -10185648.000000 Penalty: 3668.426758
	Iteration 116Q: 3 clusters Score -1.018565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10185647.000000 Penalty: 3668.426758
	Iteration 117Q: 3 clusters Score -1.018565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -10185651.000000 Penalty: 3668.426758
	Iteration 118Q: 3 clusters Score -1.018565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -10185651.000000 Penalty: 3668.426758
	Iteration 119F: 3 clusters Score -1.018565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Entering Unmasked Estep 
Score: -7398078.000000 Penalty: 1782.514282
	Iteration 0F: 2 clusters Score -7398078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7359409 nChanged 27241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7374608 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7374994 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7375395 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7375842 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7376375 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7377124 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7378073 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7379591 nChanged 2974
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7381672 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7384519.500000 Penalty: 3565.028564
	Iteration 10F: 3 clusters Score -7384520 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7387439 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -7389363 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -7390146.500000 Penalty: 3565.028564
	Iteration 13Q: 3 clusters Score -7390146 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -7390513.000000 Penalty: 3565.028564
	Iteration 14Q: 3 clusters Score -7390513 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -7390687.500000 Penalty: 3565.028564
	Iteration 15Q: 3 clusters Score -7390688 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -7390876.500000 Penalty: 3565.028564
	Iteration 16Q: 3 clusters Score -7390876 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7391038.500000 Penalty: 3565.028564
	Iteration 17Q: 3 clusters Score -7391038 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -7391196.000000 Penalty: 3565.028564
	Iteration 18Q: 3 clusters Score -7391196 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7391343 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -7391518.000000 Penalty: 3565.028564
	Iteration 20F: 3 clusters Score -7391518 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -7391723.500000 Penalty: 3565.028564
	Iteration 21Q: 3 clusters Score -7391724 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -7391850.500000 Penalty: 3565.028564
	Iteration 22Q: 3 clusters Score -7391850 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -7392014.500000 Penalty: 3565.028564
	Iteration 23Q: 3 clusters Score -7392014 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -7392130.500000 Penalty: 3565.028564
	Iteration 24Q: 3 clusters Score -7392130 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7392218.500000 Penalty: 3565.028564
	Iteration 25Q: 3 clusters Score -7392218 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7392281 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -7392310.500000 Penalty: 3565.028564
	Iteration 27Q: 3 clusters Score -7392310 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7392375.500000 Penalty: 3565.028564
	Iteration 28Q: 3 clusters Score -7392376 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -7392422.000000 Penalty: 3565.028564
	Iteration 29Q: 3 clusters Score -7392422 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7392445 nChanged 252
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Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7392476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7392490 nChanged 234
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Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -7392509.000000 Penalty: 3565.028564
	Iteration 33Q: 3 clusters Score -7392509 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7392557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -7392541.500000 Penalty: 3565.028564
	Iteration 35Q: 3 clusters Score -7392542 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7392553 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -7392608.500000 Penalty: 3565.028564
	Iteration 37Q: 3 clusters Score -7392608 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -7392635.000000 Penalty: 3565.028564
	Iteration 38Q: 3 clusters Score -7392635 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7392694.500000 Penalty: 3565.028564
	Iteration 39Q: 3 clusters Score -7392694 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7392772 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7392859 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7392991 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7393055 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7393148 nChanged 335
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Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7393216 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7393246 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7393282 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7393292 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7393336 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7393396 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7393452 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7393522 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7393533.500000 Penalty: 3565.028564
	Iteration 53Q: 3 clusters Score -7393534 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7393535 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7393560 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7393590 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7393624 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7393664 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7393729 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7393772 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7393798 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7393839 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7393862 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7393912 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7393958 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7394018 nChanged 353
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Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7394057 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7394116 nChanged 354
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Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -7394161.500000 Penalty: 3565.028564
	Iteration 69Q: 3 clusters Score -7394162 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7394214.500000 Penalty: 3565.028564
	Iteration 70Q: 3 clusters Score -7394214 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -7394289.500000 Penalty: 3565.028564
	Iteration 71Q: 3 clusters Score -7394290 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7394336 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7394380 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7394431 nChanged 289
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Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7394477 nChanged 297
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Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7394482 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7394508 nChanged 276
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Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7394546 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7394570 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7394609.000000 Penalty: 3565.028564
	Iteration 80F: 3 clusters Score -7394609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7394640 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7394669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7394730 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7394745 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7394795 nChanged 228
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Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -7394821.500000 Penalty: 3565.028564
	Iteration 86Q: 3 clusters Score -7394822 nChanged 258
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Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7394870 nChanged 257
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7394928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7394996 nChanged 248
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Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -7395042.500000 Penalty: 3565.028564
	Iteration 90Q: 3 clusters Score -7395042 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7395065 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7395118 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7395140 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7395167 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7395180 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7395206 nChanged 212
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Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7395220 nChanged 220
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Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7395242 nChanged 240
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Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -7395275.500000 Penalty: 3565.028564
	Iteration 100F: 3 clusters Score -7395276 nChanged 239
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Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -7395309.500000 Penalty: 3565.028564
	Iteration 101Q: 3 clusters Score -7395310 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7395342 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7395360 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7395424 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7395459 nChanged 195
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Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7395479 nChanged 203
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Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7395501 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7395561 nChanged 213
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7395627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7395694 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7395742 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7395746 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7395788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7395827 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7395850 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7395906 nChanged 145
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Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7395931 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7395946 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7395956 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7395974 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7395982 nChanged 134
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Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7396005 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7396041 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7396050 nChanged 134
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7396087 nChanged 136
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7396090 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7396104 nChanged 149
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Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7396126 nChanged 148
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Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7396154 nChanged 143
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Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7396200 nChanged 143
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7396240 nChanged 145
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7396272 nChanged 130
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Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7396308 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7396340 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7396359 nChanged 127
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Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7396375 nChanged 122
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7396404 nChanged 107
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7396408.500000 Penalty: 3565.028564
	Iteration 140F: 3 clusters Score -7396408 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7396432 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7396431 nChanged 88
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7396430 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7396454 nChanged 66
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Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7396474 nChanged 71
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Mstep: Class 1 contains 2484 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7396470 nChanged 64
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Mstep: Class 1 contains 2420 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7396474 nChanged 65
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Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7396494 nChanged 67
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Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7396520 nChanged 83
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7396522 nChanged 72
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7396536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7396546 nChanged 60
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7396564 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7396565 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7396564 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7396571 nChanged 30
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7396569 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7396568 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7396576 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7396590 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7396604 nChanged 27
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Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7396596 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1730 members 
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	Iteration 163Q: 3 clusters Score -7396606 nChanged 26
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Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7396612 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7396614 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7396613 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7396623 nChanged 14
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7396628 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7396620 nChanged 17
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Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7396640 nChanged 17
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7396636 nChanged 16
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Mstep: Class 1 contains 1558 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7396645 nChanged 8
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7396652 nChanged 5
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7396652 nChanged 5
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	Iteration 175Q: 3 clusters Score -7396652 nChanged 3
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Mstep: Class 2 contains 56528 members 
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	Iteration 176Q: 3 clusters Score -7396648 nChanged 1
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	Iteration 177Q: 3 clusters Score -7396647 nChanged 1
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	Iteration 178Q: 3 clusters Score -7396641 nChanged 2
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	Iteration 179Q: 3 clusters Score -7396644 nChanged 4
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7396648 nChanged 2
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	Iteration 181Q: 3 clusters Score -7396636 nChanged 1
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	Iteration 182Q: 3 clusters Score -7396636 nChanged 2
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7396637 nChanged 2
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7396634 nChanged 3
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	Iteration 185Q: 3 clusters Score -7396632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -7396636.500000 Penalty: 3565.028564
	Iteration 186Q: 3 clusters Score -7396636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7396636.500000 Penalty: 3565.028564
	Iteration 187Q: 3 clusters Score -7396636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7396636.500000 Penalty: 3565.028564
	Iteration 188F: 3 clusters Score -7396636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -72633.34 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 310 members 
Entering Unmasked Estep 
Score: -71500.539062 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -71500.54 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71745.757812 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -71745.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71810.382812 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -71810.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71831.515625 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -71831.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71852.015625 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -71852.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71865.554688 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -71865.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71874.851562 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -71874.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71887.859375 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -71887.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71899.867188 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -71899.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71908.070312 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -71908.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71913.429688 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -71913.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71921.148438 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -71921.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71930.179688 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -71930.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71940.148438 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -71940.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71950.828125 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -71950.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71958.210938 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -71958.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71962.210938 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -71962.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71967.695312 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -71967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71970.312500 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -71970.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71974.500000 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -71974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71981.335938 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -71981.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71987.554688 Penalty: 2098.450195
	Iteration 21Q: 3 clusters Score -71987.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71993.882812 Penalty: 2098.450195
	Iteration 22Q: 3 clusters Score -71993.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71998.914062 Penalty: 2098.450195
	Iteration 23Q: 3 clusters Score -71998.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72001.828125 Penalty: 2098.450195
	Iteration 24Q: 3 clusters Score -72001.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72002.593750 Penalty: 2098.450195
	Iteration 25Q: 3 clusters Score -72002.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72002.593750 Penalty: 2098.450195
	Iteration 26F: 3 clusters Score -72002.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32953.171875 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32953.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33389.570312 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33389.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33717.777344 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33717.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33827.796875 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -33827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33855.363281 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33855.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33873.609375 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33873.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33885.960938 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33885.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33897.253906 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33897.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33898.589844 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33898.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33898.589844 Penalty: 1892.489868
	Iteration 9F: 3 clusters Score -33898.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 30940 members 
Mstep: Class 13 contains 79815 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 88087 members 
Mstep: Class 18 contains 138 members 
Entering Unmasked Estep 
Score: -61628728.000000 Penalty: 38346.355469
Splitting cluster 16 changes total score from -61629756.000000 to -61628728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (88087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Entering Unmasked Estep 
Score: -11298886.000000 Penalty: 1850.237915
	Iteration 0F: 2 clusters Score -1.129889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -11242946.000000 Penalty: 3700.475830
	Iteration 0F: 3 clusters Score -1.124295e+07 nChanged 41866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -11267062.000000 Penalty: 3700.475830
	Iteration 1F: 3 clusters Score -1.126706e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -11267559.000000 Penalty: 3700.475830
	Iteration 2Q: 3 clusters Score -1.126756e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -11268052.000000 Penalty: 3700.475830
	Iteration 3Q: 3 clusters Score -1.126805e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -11268604.000000 Penalty: 3700.475830
	Iteration 4Q: 3 clusters Score -1.12686e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -11269466.000000 Penalty: 3700.475830
	Iteration 5Q: 3 clusters Score -1.126947e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -11270642.000000 Penalty: 3700.475830
	Iteration 6Q: 3 clusters Score -1.127064e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -11272474.000000 Penalty: 3700.475830
	Iteration 7Q: 3 clusters Score -1.127247e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -11275352.000000 Penalty: 3700.475830
	Iteration 8F: 3 clusters Score -1.127535e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -11279298.000000 Penalty: 3700.475830
	Iteration 9F: 3 clusters Score -1.12793e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -11283430.000000 Penalty: 3700.475830
	Iteration 10F: 3 clusters Score -1.128343e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -11286822.000000 Penalty: 3700.475830
	Iteration 11F: 3 clusters Score -1.128682e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -11289263.000000 Penalty: 3700.475830
	Iteration 12Q: 3 clusters Score -1.128926e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -11290766.000000 Penalty: 3700.475830
	Iteration 13Q: 3 clusters Score -1.129077e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -11291555.000000 Penalty: 3700.475830
	Iteration 14Q: 3 clusters Score -1.129156e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -11292083.000000 Penalty: 3700.475830
	Iteration 15Q: 3 clusters Score -1.129208e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -11292430.000000 Penalty: 3700.475830
	Iteration 16Q: 3 clusters Score -1.129243e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -11292722.000000 Penalty: 3700.475830
	Iteration 17Q: 3 clusters Score -1.129272e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -11292962.000000 Penalty: 3700.475830
	Iteration 18Q: 3 clusters Score -1.129296e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -11293197.000000 Penalty: 3700.475830
	Iteration 19Q: 3 clusters Score -1.12932e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -11293322.000000 Penalty: 3700.475830
	Iteration 20F: 3 clusters Score -1.129332e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -11293497.000000 Penalty: 3700.475830
	Iteration 21Q: 3 clusters Score -1.12935e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -11293649.000000 Penalty: 3700.475830
	Iteration 22Q: 3 clusters Score -1.129365e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -11293771.000000 Penalty: 3700.475830
	Iteration 23Q: 3 clusters Score -1.129377e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -11293964.000000 Penalty: 3700.475830
	Iteration 24Q: 3 clusters Score -1.129396e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -11294084.000000 Penalty: 3700.475830
	Iteration 25Q: 3 clusters Score -1.129408e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -11294293.000000 Penalty: 3700.475830
	Iteration 26Q: 3 clusters Score -1.129429e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -11294440.000000 Penalty: 3700.475830
	Iteration 27Q: 3 clusters Score -1.129444e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -11294599.000000 Penalty: 3700.475830
	Iteration 28Q: 3 clusters Score -1.12946e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -11294744.000000 Penalty: 3700.475830
	Iteration 29Q: 3 clusters Score -1.129474e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -11294905.000000 Penalty: 3700.475830
	Iteration 30Q: 3 clusters Score -1.12949e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -11295057.000000 Penalty: 3700.475830
	Iteration 31Q: 3 clusters Score -1.129506e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -11295143.000000 Penalty: 3700.475830
	Iteration 32Q: 3 clusters Score -1.129514e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -11295263.000000 Penalty: 3700.475830
	Iteration 33Q: 3 clusters Score -1.129526e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -11295408.000000 Penalty: 3700.475830
	Iteration 34Q: 3 clusters Score -1.129541e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -11295523.000000 Penalty: 3700.475830
	Iteration 35Q: 3 clusters Score -1.129552e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -11295586.000000 Penalty: 3700.475830
	Iteration 36Q: 3 clusters Score -1.129559e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -11295704.000000 Penalty: 3700.475830
	Iteration 37Q: 3 clusters Score -1.12957e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -11295817.000000 Penalty: 3700.475830
	Iteration 38Q: 3 clusters Score -1.129582e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -11295916.000000 Penalty: 3700.475830
	Iteration 39Q: 3 clusters Score -1.129592e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11296045.000000 Penalty: 3700.475830
	Iteration 40F: 3 clusters Score -1.129604e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11296131.000000 Penalty: 3700.475830
	Iteration 41Q: 3 clusters Score -1.129613e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -11296252.000000 Penalty: 3700.475830
	Iteration 42Q: 3 clusters Score -1.129625e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -11296333.000000 Penalty: 3700.475830
	Iteration 43Q: 3 clusters Score -1.129633e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -11296369.000000 Penalty: 3700.475830
	Iteration 44Q: 3 clusters Score -1.129637e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -11296445.000000 Penalty: 3700.475830
	Iteration 45Q: 3 clusters Score -1.129644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11296510.000000 Penalty: 3700.475830
	Iteration 46Q: 3 clusters Score -1.129651e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11296548.000000 Penalty: 3700.475830
	Iteration 47Q: 3 clusters Score -1.129655e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -11296595.000000 Penalty: 3700.475830
	Iteration 48Q: 3 clusters Score -1.12966e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -11296624.000000 Penalty: 3700.475830
	Iteration 49Q: 3 clusters Score -1.129662e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -11296671.000000 Penalty: 3700.475830
	Iteration 50Q: 3 clusters Score -1.129667e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -11296690.000000 Penalty: 3700.475830
	Iteration 51Q: 3 clusters Score -1.129669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11296699.000000 Penalty: 3700.475830
	Iteration 52Q: 3 clusters Score -1.12967e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11296717.000000 Penalty: 3700.475830
	Iteration 53Q: 3 clusters Score -1.129672e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -11296754.000000 Penalty: 3700.475830
	Iteration 54Q: 3 clusters Score -1.129675e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -11296784.000000 Penalty: 3700.475830
	Iteration 55Q: 3 clusters Score -1.129678e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11296778.000000 Penalty: 3700.475830
	Iteration 56Q: 3 clusters Score -1.129678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11296799.000000 Penalty: 3700.475830
	Iteration 57Q: 3 clusters Score -1.12968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -11296803.000000 Penalty: 3700.475830
	Iteration 58Q: 3 clusters Score -1.12968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11296805.000000 Penalty: 3700.475830
	Iteration 59Q: 3 clusters Score -1.12968e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11296841.000000 Penalty: 3700.475830
	Iteration 60F: 3 clusters Score -1.129684e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -11296862.000000 Penalty: 3700.475830
	Iteration 61Q: 3 clusters Score -1.129686e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11296876.000000 Penalty: 3700.475830
	Iteration 62Q: 3 clusters Score -1.129688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -11296885.000000 Penalty: 3700.475830
	Iteration 63Q: 3 clusters Score -1.129688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11296905.000000 Penalty: 3700.475830
	Iteration 64Q: 3 clusters Score -1.12969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11296914.000000 Penalty: 3700.475830
	Iteration 65Q: 3 clusters Score -1.129691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -11296917.000000 Penalty: 3700.475830
	Iteration 66Q: 3 clusters Score -1.129692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11296927.000000 Penalty: 3700.475830
	Iteration 67Q: 3 clusters Score -1.129693e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11296942.000000 Penalty: 3700.475830
	Iteration 68Q: 3 clusters Score -1.129694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11296959.000000 Penalty: 3700.475830
	Iteration 69Q: 3 clusters Score -1.129696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11296963.000000 Penalty: 3700.475830
	Iteration 70Q: 3 clusters Score -1.129696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11296955.000000 Penalty: 3700.475830
	Iteration 71Q: 3 clusters Score -1.129696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11296977.000000 Penalty: 3700.475830
	Iteration 72Q: 3 clusters Score -1.129698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11296984.000000 Penalty: 3700.475830
	Iteration 73Q: 3 clusters Score -1.129698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -11296984.000000 Penalty: 3700.475830
	Iteration 74Q: 3 clusters Score -1.129698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11297005.000000 Penalty: 3700.475830
	Iteration 75Q: 3 clusters Score -1.1297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -11297019.000000 Penalty: 3700.475830
	Iteration 76Q: 3 clusters Score -1.129702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11297035.000000 Penalty: 3700.475830
	Iteration 77Q: 3 clusters Score -1.129704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11297046.000000 Penalty: 3700.475830
	Iteration 78Q: 3 clusters Score -1.129705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11297068.000000 Penalty: 3700.475830
	Iteration 79Q: 3 clusters Score -1.129707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11297073.000000 Penalty: 3700.475830
	Iteration 80F: 3 clusters Score -1.129707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11297080.000000 Penalty: 3700.475830
	Iteration 81Q: 3 clusters Score -1.129708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11297083.000000 Penalty: 3700.475830
	Iteration 82Q: 3 clusters Score -1.129708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11297085.000000 Penalty: 3700.475830
	Iteration 83Q: 3 clusters Score -1.129708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11297081.000000 Penalty: 3700.475830
	Iteration 84Q: 3 clusters Score -1.129708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -11297099.000000 Penalty: 3700.475830
	Iteration 85Q: 3 clusters Score -1.12971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11297122.000000 Penalty: 3700.475830
	Iteration 86Q: 3 clusters Score -1.129712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11297121.000000 Penalty: 3700.475830
	Iteration 87Q: 3 clusters Score -1.129712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11297139.000000 Penalty: 3700.475830
	Iteration 88Q: 3 clusters Score -1.129714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11297146.000000 Penalty: 3700.475830
	Iteration 89Q: 3 clusters Score -1.129715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11297159.000000 Penalty: 3700.475830
	Iteration 90Q: 3 clusters Score -1.129716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -11297139.000000 Penalty: 3700.475830
	Iteration 91Q: 3 clusters Score -1.129714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11297151.000000 Penalty: 3700.475830
	Iteration 92Q: 3 clusters Score -1.129715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11297148.000000 Penalty: 3700.475830
	Iteration 93Q: 3 clusters Score -1.129715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11297150.000000 Penalty: 3700.475830
	Iteration 94Q: 3 clusters Score -1.129715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11297161.000000 Penalty: 3700.475830
	Iteration 95Q: 3 clusters Score -1.129716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11297152.000000 Penalty: 3700.475830
	Iteration 96Q: 3 clusters Score -1.129715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11297154.000000 Penalty: 3700.475830
	Iteration 97Q: 3 clusters Score -1.129715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11297157.000000 Penalty: 3700.475830
	Iteration 98Q: 3 clusters Score -1.129716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11297153.000000 Penalty: 3700.475830
	Iteration 99Q: 3 clusters Score -1.129715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11297174.000000 Penalty: 3700.475830
	Iteration 100F: 3 clusters Score -1.129717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11297170.000000 Penalty: 3700.475830
	Iteration 101Q: 3 clusters Score -1.129717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11297178.000000 Penalty: 3700.475830
	Iteration 102Q: 3 clusters Score -1.129718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11297174.000000 Penalty: 3700.475830
	Iteration 103Q: 3 clusters Score -1.129717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11297190.000000 Penalty: 3700.475830
	Iteration 104Q: 3 clusters Score -1.129719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11297197.000000 Penalty: 3700.475830
	Iteration 105Q: 3 clusters Score -1.12972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11297207.000000 Penalty: 3700.475830
	Iteration 106Q: 3 clusters Score -1.129721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11297210.000000 Penalty: 3700.475830
	Iteration 107Q: 3 clusters Score -1.129721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11297209.000000 Penalty: 3700.475830
	Iteration 108Q: 3 clusters Score -1.129721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11297207.000000 Penalty: 3700.475830
	Iteration 109Q: 3 clusters Score -1.129721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11297205.000000 Penalty: 3700.475830
	Iteration 110Q: 3 clusters Score -1.12972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11297211.000000 Penalty: 3700.475830
	Iteration 111Q: 3 clusters Score -1.129721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11297204.000000 Penalty: 3700.475830
	Iteration 112Q: 3 clusters Score -1.12972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11297214.000000 Penalty: 3700.475830
	Iteration 113Q: 3 clusters Score -1.129721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11297209.000000 Penalty: 3700.475830
	Iteration 114Q: 3 clusters Score -1.129721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11297218.000000 Penalty: 3700.475830
	Iteration 115Q: 3 clusters Score -1.129722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11297220.000000 Penalty: 3700.475830
	Iteration 116Q: 3 clusters Score -1.129722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11297203.000000 Penalty: 3700.475830
	Iteration 117Q: 3 clusters Score -1.12972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11297199.000000 Penalty: 3700.475830
	Iteration 118Q: 3 clusters Score -1.12972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11297199.000000 Penalty: 3700.475830
	Iteration 119F: 3 clusters Score -1.12972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22384 members 
Mstep: Class 12 contains 30940 members 
Mstep: Class 13 contains 79815 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629820.000000 Penalty: 36216.003906
Iteration 399Q: 18 clusters Score -6.162982e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36412 members 
Mstep: Class 8 contains 67148 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 12 contains 30946 members 
Mstep: Class 13 contains 79793 members 
Mstep: Class 14 contains 58038 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629812.000000 Penalty: 36216.003906
Iteration 400F: 18 clusters Score -6.162981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65785 members 
Mstep: Class 7 contains 36406 members 
Mstep: Class 8 contains 67145 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22394 members 
Mstep: Class 12 contains 30950 members 
Mstep: Class 13 contains 79783 members 
Mstep: Class 14 contains 58016 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629756.000000 Penalty: 36216.003906
Iteration 401Q: 18 clusters Score -6.162976e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65785 members 
Mstep: Class 7 contains 36403 members 
Mstep: Class 8 contains 67139 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22398 members 
Mstep: Class 12 contains 30953 members 
Mstep: Class 13 contains 79763 members 
Mstep: Class 14 contains 58004 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629736.000000 Penalty: 36216.003906
Iteration 402Q: 18 clusters Score -6.162974e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36401 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22399 members 
Mstep: Class 12 contains 30956 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 57986 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 18 clusters Score -6.162966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65788 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22404 members 
Mstep: Class 12 contains 30965 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 57966 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629700.000000 Penalty: 36216.003906
Iteration 404Q: 18 clusters Score -6.16297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65787 members 
Mstep: Class 7 contains 36403 members 
Mstep: Class 8 contains 67137 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22407 members 
Mstep: Class 12 contains 30970 members 
Mstep: Class 13 contains 79713 members 
Mstep: Class 14 contains 57951 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629664.000000 Penalty: 36216.003906
Iteration 405Q: 18 clusters Score -6.162966e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65789 members 
Mstep: Class 7 contains 36398 members 
Mstep: Class 8 contains 67137 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22408 members 
Mstep: Class 12 contains 30977 members 
Mstep: Class 13 contains 79697 members 
Mstep: Class 14 contains 57935 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 18 clusters Score -6.162962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65787 members 
Mstep: Class 7 contains 36400 members 
Mstep: Class 8 contains 67133 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22408 members 
Mstep: Class 12 contains 30981 members 
Mstep: Class 13 contains 79681 members 
Mstep: Class 14 contains 57921 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 18 clusters Score -6.162967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36400 members 
Mstep: Class 8 contains 67137 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22408 members 
Mstep: Class 12 contains 30983 members 
Mstep: Class 13 contains 79660 members 
Mstep: Class 14 contains 57905 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88298 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 408Q: 18 clusters Score -6.16297e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65782 members 
Mstep: Class 7 contains 36401 members 
Mstep: Class 8 contains 67143 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22413 members 
Mstep: Class 12 contains 30987 members 
Mstep: Class 13 contains 79641 members 
Mstep: Class 14 contains 57893 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88312 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 409Q: 18 clusters Score -6.162962e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65784 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 30992 members 
Mstep: Class 13 contains 79611 members 
Mstep: Class 14 contains 57883 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 410Q: 18 clusters Score -6.162961e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65786 members 
Mstep: Class 7 contains 36404 members 
Mstep: Class 8 contains 67147 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 30995 members 
Mstep: Class 13 contains 79582 members 
Mstep: Class 14 contains 57875 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88363 members 
Entering Unmasked Estep 
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Iteration 411Q: 18 clusters Score -6.162957e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65791 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 8 contains 67145 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22416 members 
Mstep: Class 12 contains 30999 members 
Mstep: Class 13 contains 79552 members 
Mstep: Class 14 contains 57868 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 412Q: 18 clusters Score -6.162956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65795 members 
Mstep: Class 7 contains 36410 members 
Mstep: Class 8 contains 67144 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22414 members 
Mstep: Class 12 contains 31005 members 
Mstep: Class 13 contains 79534 members 
Mstep: Class 14 contains 57854 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629536.000000 Penalty: 36216.003906
Iteration 413Q: 18 clusters Score -6.162954e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65801 members 
Mstep: Class 7 contains 36415 members 
Mstep: Class 8 contains 67143 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 31006 members 
Mstep: Class 13 contains 79519 members 
Mstep: Class 14 contains 57843 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629568.000000 Penalty: 36216.003906
Iteration 414Q: 18 clusters Score -6.162957e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65800 members 
Mstep: Class 7 contains 36416 members 
Mstep: Class 8 contains 67142 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22416 members 
Mstep: Class 12 contains 31009 members 
Mstep: Class 13 contains 79498 members 
Mstep: Class 14 contains 57835 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 415Q: 18 clusters Score -6.162954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65803 members 
Mstep: Class 7 contains 36416 members 
Mstep: Class 8 contains 67138 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 31015 members 
Mstep: Class 13 contains 79474 members 
Mstep: Class 14 contains 57817 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629516.000000 Penalty: 36216.003906
Iteration 416Q: 18 clusters Score -6.162952e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65808 members 
Mstep: Class 7 contains 36414 members 
Mstep: Class 8 contains 67141 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 31019 members 
Mstep: Class 13 contains 79443 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629448.000000 Penalty: 36216.003906
Iteration 417Q: 18 clusters Score -6.162945e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65814 members 
Mstep: Class 7 contains 36414 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22418 members 
Mstep: Class 12 contains 31022 members 
Mstep: Class 13 contains 79402 members 
Mstep: Class 14 contains 57793 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629396.000000 Penalty: 36216.003906
Iteration 418Q: 18 clusters Score -6.16294e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65826 members 
Mstep: Class 7 contains 36416 members 
Mstep: Class 8 contains 67154 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22419 members 
Mstep: Class 12 contains 31024 members 
Mstep: Class 13 contains 79354 members 
Mstep: Class 14 contains 57790 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629416.000000 Penalty: 36216.003906
Iteration 419Q: 18 clusters Score -6.162942e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65835 members 
Mstep: Class 7 contains 36417 members 
Mstep: Class 8 contains 67157 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 31027 members 
Mstep: Class 13 contains 79325 members 
Mstep: Class 14 contains 57787 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629440.000000 Penalty: 36216.003906
Iteration 420F: 18 clusters Score -6.162944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65842 members 
Mstep: Class 7 contains 36420 members 
Mstep: Class 8 contains 67160 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22421 members 
Mstep: Class 12 contains 31029 members 
Mstep: Class 13 contains 79292 members 
Mstep: Class 14 contains 57783 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 421Q: 18 clusters Score -6.162948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65846 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 8 contains 67161 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 31031 members 
Mstep: Class 13 contains 79262 members 
Mstep: Class 14 contains 57779 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88625 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 422Q: 18 clusters Score -6.162945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65851 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 67162 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 31032 members 
Mstep: Class 13 contains 79236 members 
Mstep: Class 14 contains 57773 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 423Q: 18 clusters Score -6.162943e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65857 members 
Mstep: Class 7 contains 36424 members 
Mstep: Class 8 contains 67166 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 22422 members 
Mstep: Class 12 contains 31031 members 
Mstep: Class 13 contains 79206 members 
Mstep: Class 14 contains 57766 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 424Q: 18 clusters Score -6.162944e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65859 members 
Mstep: Class 7 contains 36424 members 
Mstep: Class 8 contains 67170 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 31036 members 
Mstep: Class 13 contains 79169 members 
Mstep: Class 14 contains 57759 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 18 clusters Score -6.162947e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65863 members 
Mstep: Class 7 contains 36428 members 
Mstep: Class 8 contains 67174 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22420 members 
Mstep: Class 12 contains 31043 members 
Mstep: Class 13 contains 79124 members 
Mstep: Class 14 contains 57744 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88745 members 
Entering Unmasked Estep 
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Iteration 426Q: 18 clusters Score -6.162948e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65863 members 
Mstep: Class 7 contains 36431 members 
Mstep: Class 8 contains 67180 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 31048 members 
Mstep: Class 13 contains 79074 members 
Mstep: Class 14 contains 57729 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88792 members 
Entering Unmasked Estep 
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Iteration 427Q: 18 clusters Score -6.162949e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65867 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 67188 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 31051 members 
Mstep: Class 13 contains 79011 members 
Mstep: Class 14 contains 57716 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88843 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 428Q: 18 clusters Score -6.162955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65873 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67189 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22425 members 
Mstep: Class 12 contains 31053 members 
Mstep: Class 13 contains 78952 members 
Mstep: Class 14 contains 57708 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88901 members 
Entering Unmasked Estep 
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Iteration 429Q: 18 clusters Score -6.162955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65878 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 67194 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22426 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 78904 members 
Mstep: Class 14 contains 57698 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88941 members 
Entering Unmasked Estep 
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Iteration 430Q: 18 clusters Score -6.162952e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65882 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67196 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 31061 members 
Mstep: Class 13 contains 78857 members 
Mstep: Class 14 contains 57692 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 88983 members 
Entering Unmasked Estep 
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Iteration 431Q: 18 clusters Score -6.162955e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65885 members 
Mstep: Class 7 contains 36433 members 
Mstep: Class 8 contains 67198 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22426 members 
Mstep: Class 12 contains 31063 members 
Mstep: Class 13 contains 78805 members 
Mstep: Class 14 contains 57689 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 432Q: 18 clusters Score -6.162944e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65892 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 67200 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22426 members 
Mstep: Class 12 contains 31069 members 
Mstep: Class 13 contains 78750 members 
Mstep: Class 14 contains 57681 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89077 members 
Entering Unmasked Estep 
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Iteration 433Q: 18 clusters Score -6.162948e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65894 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 67209 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 31073 members 
Mstep: Class 13 contains 78699 members 
Mstep: Class 14 contains 57675 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89109 members 
Entering Unmasked Estep 
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Iteration 434Q: 18 clusters Score -6.16295e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65897 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 67209 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22428 members 
Mstep: Class 12 contains 31076 members 
Mstep: Class 13 contains 78658 members 
Mstep: Class 14 contains 57675 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629588.000000 Penalty: 36216.003906
Iteration 435Q: 18 clusters Score -6.162959e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67211 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 31078 members 
Mstep: Class 13 contains 78608 members 
Mstep: Class 14 contains 57666 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629540.000000 Penalty: 36216.003906
Iteration 436Q: 18 clusters Score -6.162954e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65901 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67210 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22430 members 
Mstep: Class 12 contains 31086 members 
Mstep: Class 13 contains 78565 members 
Mstep: Class 14 contains 57659 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629572.000000 Penalty: 36216.003906
Iteration 437Q: 18 clusters Score -6.162957e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65901 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 67213 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22434 members 
Mstep: Class 12 contains 31096 members 
Mstep: Class 13 contains 78512 members 
Mstep: Class 14 contains 57656 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629556.000000 Penalty: 36216.003906
Iteration 438Q: 18 clusters Score -6.162956e+07 nChanged 125
Entering ConstructFrom: 
Score: -61629556.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (31974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Entering Unmasked Estep 
Score: -4090114.250000 Penalty: 1685.560303
	Iteration 0F: 2 clusters Score -4090114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4068581.750000 Penalty: 3371.120605
	Iteration 0F: 3 clusters Score -4068582 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4076828.750000 Penalty: 3371.120605
	Iteration 1F: 3 clusters Score -4076829 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4077169.250000 Penalty: 3371.120605
	Iteration 2Q: 3 clusters Score -4077169 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4077492.250000 Penalty: 3371.120605
	Iteration 3Q: 3 clusters Score -4077492 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4077859.250000 Penalty: 3371.120605
	Iteration 4Q: 3 clusters Score -4077859 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4078275.500000 Penalty: 3371.120605
	Iteration 5Q: 3 clusters Score -4078276 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4078852.750000 Penalty: 3371.120605
	Iteration 6Q: 3 clusters Score -4078853 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4079650.750000 Penalty: 3371.120605
	Iteration 7Q: 3 clusters Score -4079651 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4080643.750000 Penalty: 3371.120605
	Iteration 8Q: 3 clusters Score -4080644 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4081852.000000 Penalty: 3371.120605
	Iteration 9F: 3 clusters Score -4081852 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4083082.250000 Penalty: 3371.120605
	Iteration 10F: 3 clusters Score -4083082 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4084155.000000 Penalty: 3371.120605
	Iteration 11F: 3 clusters Score -4084155 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -4084930.750000 Penalty: 3371.120605
	Iteration 12Q: 3 clusters Score -4084931 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4085375.500000 Penalty: 3371.120605
	Iteration 13Q: 3 clusters Score -4085376 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4085653.250000 Penalty: 3371.120605
	Iteration 14Q: 3 clusters Score -4085653 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4085810.250000 Penalty: 3371.120605
	Iteration 15Q: 3 clusters Score -4085810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4085925.250000 Penalty: 3371.120605
	Iteration 16Q: 3 clusters Score -4085925 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4086001.500000 Penalty: 3371.120605
	Iteration 17Q: 3 clusters Score -4086002 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4086061.000000 Penalty: 3371.120605
	Iteration 18Q: 3 clusters Score -4086061 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4086123.750000 Penalty: 3371.120605
	Iteration 19Q: 3 clusters Score -4086124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4086160.250000 Penalty: 3371.120605
	Iteration 20F: 3 clusters Score -4086160 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4086209.750000 Penalty: 3371.120605
	Iteration 21Q: 3 clusters Score -4086210 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4086260.000000 Penalty: 3371.120605
	Iteration 22Q: 3 clusters Score -4086260 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4086298.000000 Penalty: 3371.120605
	Iteration 23Q: 3 clusters Score -4086298 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4086342.000000 Penalty: 3371.120605
	Iteration 24Q: 3 clusters Score -4086342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4086366.250000 Penalty: 3371.120605
	Iteration 25Q: 3 clusters Score -4086366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4086391.750000 Penalty: 3371.120605
	Iteration 26Q: 3 clusters Score -4086392 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4086424.750000 Penalty: 3371.120605
	Iteration 27Q: 3 clusters Score -4086425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4086454.500000 Penalty: 3371.120605
	Iteration 28Q: 3 clusters Score -4086454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4086480.500000 Penalty: 3371.120605
	Iteration 29Q: 3 clusters Score -4086480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4086501.000000 Penalty: 3371.120605
	Iteration 30Q: 3 clusters Score -4086501 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4086527.500000 Penalty: 3371.120605
	Iteration 31Q: 3 clusters Score -4086528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4086534.000000 Penalty: 3371.120605
	Iteration 32Q: 3 clusters Score -4086534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4086539.000000 Penalty: 3371.120605
	Iteration 33Q: 3 clusters Score -4086539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4086546.250000 Penalty: 3371.120605
	Iteration 34Q: 3 clusters Score -4086546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4086551.750000 Penalty: 3371.120605
	Iteration 35Q: 3 clusters Score -4086552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4086563.750000 Penalty: 3371.120605
	Iteration 36Q: 3 clusters Score -4086564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4086580.750000 Penalty: 3371.120605
	Iteration 37Q: 3 clusters Score -4086581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4086578.750000 Penalty: 3371.120605
	Iteration 38Q: 3 clusters Score -4086579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4086580.500000 Penalty: 3371.120605
	Iteration 39Q: 3 clusters Score -4086580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4086587.250000 Penalty: 3371.120605
	Iteration 40F: 3 clusters Score -4086587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4086602.000000 Penalty: 3371.120605
	Iteration 41Q: 3 clusters Score -4086602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4086603.750000 Penalty: 3371.120605
	Iteration 42Q: 3 clusters Score -4086604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4086604.000000 Penalty: 3371.120605
	Iteration 43Q: 3 clusters Score -4086604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4086613.250000 Penalty: 3371.120605
	Iteration 44Q: 3 clusters Score -4086613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4086602.750000 Penalty: 3371.120605
	Iteration 45Q: 3 clusters Score -4086603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4086614.250000 Penalty: 3371.120605
	Iteration 46Q: 3 clusters Score -4086614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4086617.000000 Penalty: 3371.120605
	Iteration 47Q: 3 clusters Score -4086617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4086614.250000 Penalty: 3371.120605
	Iteration 48Q: 3 clusters Score -4086614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4086615.250000 Penalty: 3371.120605
	Iteration 49Q: 3 clusters Score -4086615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4086615.250000 Penalty: 3371.120605
	Iteration 50Q: 3 clusters Score -4086615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4086617.750000 Penalty: 3371.120605
	Iteration 51Q: 3 clusters Score -4086618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4086613.250000 Penalty: 3371.120605
	Iteration 52Q: 3 clusters Score -4086613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -4086610.750000 Penalty: 3371.120605
	Iteration 53Q: 3 clusters Score -4086611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4086603.000000 Penalty: 3371.120605
	Iteration 54Q: 3 clusters Score -4086603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4086607.000000 Penalty: 3371.120605
	Iteration 55Q: 3 clusters Score -4086607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4086610.000000 Penalty: 3371.120605
	Iteration 56Q: 3 clusters Score -4086610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4086614.000000 Penalty: 3371.120605
	Iteration 57Q: 3 clusters Score -4086614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4086610.750000 Penalty: 3371.120605
	Iteration 58Q: 3 clusters Score -4086611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4086614.250000 Penalty: 3371.120605
	Iteration 59Q: 3 clusters Score -4086614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4086618.250000 Penalty: 3371.120605
	Iteration 60F: 3 clusters Score -4086618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4086618.500000 Penalty: 3371.120605
	Iteration 61Q: 3 clusters Score -4086618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4086626.250000 Penalty: 3371.120605
	Iteration 62Q: 3 clusters Score -4086626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4086626.750000 Penalty: 3371.120605
	Iteration 63Q: 3 clusters Score -4086627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4086622.750000 Penalty: 3371.120605
	Iteration 64Q: 3 clusters Score -4086623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4086617.500000 Penalty: 3371.120605
	Iteration 65Q: 3 clusters Score -4086618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4086627.250000 Penalty: 3371.120605
	Iteration 66Q: 3 clusters Score -4086627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4086630.750000 Penalty: 3371.120605
	Iteration 67Q: 3 clusters Score -4086631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4086629.750000 Penalty: 3371.120605
	Iteration 68Q: 3 clusters Score -4086630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4086631.750000 Penalty: 3371.120605
	Iteration 69Q: 3 clusters Score -4086632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4086632.000000 Penalty: 3371.120605
	Iteration 70Q: 3 clusters Score -4086632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4086636.750000 Penalty: 3371.120605
	Iteration 71Q: 3 clusters Score -4086637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4086638.750000 Penalty: 3371.120605
	Iteration 72Q: 3 clusters Score -4086639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4086640.250000 Penalty: 3371.120605
	Iteration 73Q: 3 clusters Score -4086640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4086643.750000 Penalty: 3371.120605
	Iteration 74Q: 3 clusters Score -4086644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4086645.000000 Penalty: 3371.120605
	Iteration 75Q: 3 clusters Score -4086645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4086641.500000 Penalty: 3371.120605
	Iteration 76Q: 3 clusters Score -4086642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4086631.750000 Penalty: 3371.120605
	Iteration 77Q: 3 clusters Score -4086632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4086633.000000 Penalty: 3371.120605
	Iteration 78Q: 3 clusters Score -4086633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4086637.250000 Penalty: 3371.120605
	Iteration 79Q: 3 clusters Score -4086637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4086638.500000 Penalty: 3371.120605
	Iteration 80F: 3 clusters Score -4086638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4086635.750000 Penalty: 3371.120605
	Iteration 81Q: 3 clusters Score -4086636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4086633.750000 Penalty: 3371.120605
	Iteration 82Q: 3 clusters Score -4086634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4086636.250000 Penalty: 3371.120605
	Iteration 83Q: 3 clusters Score -4086636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4086638.000000 Penalty: 3371.120605
	Iteration 84Q: 3 clusters Score -4086638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4086638.000000 Penalty: 3371.120605
	Iteration 85F: 3 clusters Score -4086638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.781250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -506670.187500 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506670.2 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -507632.968750 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507633 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -507842.718750 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507842.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -507973.281250 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -507973.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -508086.593750 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -508086.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -508194.812500 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -508194.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -508313.593750 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -508313.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -508467.468750 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508467.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -508625.906250 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -508625.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -508772.500000 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -508772.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -508888.218750 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -508888.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -508971.062500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -508971.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -509023.468750 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509023.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -509062.343750 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509062.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -509092.375000 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509092.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -509115.375000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509115.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -509133.750000 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509133.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -509146.656250 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509146.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -509162.000000 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -509170.312500 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509170.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -509182.375000 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509182.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -509193.000000 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -509202.468750 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509202.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -509209.656250 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -509209.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -509218.062500 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -509218.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -509232.187500 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -509232.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -509243.375000 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -509243.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -509255.281250 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -509255.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -509264.531250 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -509264.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -509275.250000 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -509275.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -509284.156250 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -509284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -509293.031250 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -509293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -509296.625000 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -509296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -509299.500000 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -509299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -509301.625000 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -509301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -509304.031250 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -509304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -509306.125000 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -509306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -509308.125000 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -509308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -509308.437500 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -509308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -509308.437500 Penalty: 2723.051514
	Iteration 39F: 3 clusters Score -509308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -129354.664062 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -129354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127892.500000 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -127892.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -128167.929688 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -128167.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128259.523438 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -128259.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -128320.812500 Penalty: 2272.431396
	Iteration 3Q: 3 clusters Score -128320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128374.515625 Penalty: 2272.431396
	Iteration 4Q: 3 clusters Score -128374.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128411.625000 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -128411.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -128446.218750 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -128446.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128459.375000 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -128459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128473.328125 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -128473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128481.789062 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -128481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -128489.757812 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -128489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -128495.828125 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -128495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -128500.781250 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -128500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128505.929688 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -128505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128510.742188 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -128510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128515.429688 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -128515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128518.656250 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -128518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128522.132812 Penalty: 2272.431396
	Iteration 17Q: 3 clusters Score -128522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128522.625000 Penalty: 2272.431396
	Iteration 18Q: 3 clusters Score -128522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128522.625000 Penalty: 2272.431396
	Iteration 19F: 3 clusters Score -128522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -628937.125000 Penalty: 1383.718506
	Iteration 0F: 2 clusters Score -628937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -624875.187500 Penalty: 2767.437012
	Iteration 0F: 3 clusters Score -624875.2 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -626021.187500 Penalty: 2767.437012
	Iteration 1F: 3 clusters Score -626021.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -626202.250000 Penalty: 2767.437012
	Iteration 2F: 3 clusters Score -626202.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -626380.625000 Penalty: 2767.437012
	Iteration 3F: 3 clusters Score -626380.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -626559.312500 Penalty: 2767.437012
	Iteration 4Q: 3 clusters Score -626559.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -626759.187500 Penalty: 2767.437012
	Iteration 5F: 3 clusters Score -626759.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -626979.187500 Penalty: 2767.437012
	Iteration 6F: 3 clusters Score -626979.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -627162.812500 Penalty: 2767.437012
	Iteration 7F: 3 clusters Score -627162.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -627299.562500 Penalty: 2767.437012
	Iteration 8Q: 3 clusters Score -627299.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -627395.937500 Penalty: 2767.437012
	Iteration 9Q: 3 clusters Score -627395.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -627467.250000 Penalty: 2767.437012
	Iteration 10Q: 3 clusters Score -627467.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -627519.500000 Penalty: 2767.437012
	Iteration 11Q: 3 clusters Score -627519.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -627551.250000 Penalty: 2767.437012
	Iteration 12Q: 3 clusters Score -627551.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -627578.812500 Penalty: 2767.437012
	Iteration 13Q: 3 clusters Score -627578.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -627593.312500 Penalty: 2767.437012
	Iteration 14Q: 3 clusters Score -627593.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -627605.937500 Penalty: 2767.437012
	Iteration 15Q: 3 clusters Score -627605.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -627616.000000 Penalty: 2767.437012
	Iteration 16Q: 3 clusters Score -627616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -627625.187500 Penalty: 2767.437012
	Iteration 17Q: 3 clusters Score -627625.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -627632.187500 Penalty: 2767.437012
	Iteration 18Q: 3 clusters Score -627632.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -627642.437500 Penalty: 2767.437012
	Iteration 19Q: 3 clusters Score -627642.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -627649.937500 Penalty: 2767.437012
	Iteration 20F: 3 clusters Score -627649.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -627657.750000 Penalty: 2767.437012
	Iteration 21Q: 3 clusters Score -627657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -627662.750000 Penalty: 2767.437012
	Iteration 22Q: 3 clusters Score -627662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -627665.250000 Penalty: 2767.437012
	Iteration 23Q: 3 clusters Score -627665.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -627670.500000 Penalty: 2767.437012
	Iteration 24Q: 3 clusters Score -627670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -627672.750000 Penalty: 2767.437012
	Iteration 25Q: 3 clusters Score -627672.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -627676.062500 Penalty: 2767.437012
	Iteration 26Q: 3 clusters Score -627676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -627678.125000 Penalty: 2767.437012
	Iteration 27Q: 3 clusters Score -627678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -627680.750000 Penalty: 2767.437012
	Iteration 28Q: 3 clusters Score -627680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -627682.187500 Penalty: 2767.437012
	Iteration 29Q: 3 clusters Score -627682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -627684.000000 Penalty: 2767.437012
	Iteration 30Q: 3 clusters Score -627684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -627686.500000 Penalty: 2767.437012
	Iteration 31Q: 3 clusters Score -627686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -627687.812500 Penalty: 2767.437012
	Iteration 32Q: 3 clusters Score -627687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -627689.937500 Penalty: 2767.437012
	Iteration 33Q: 3 clusters Score -627689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -627691.062500 Penalty: 2767.437012
	Iteration 34Q: 3 clusters Score -627691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -627691.062500 Penalty: 2767.437012
	Iteration 35F: 3 clusters Score -627691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49394.847656 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49394.85 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49792.617188 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49792.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49975.433594 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49975.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50177.164062 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -50177.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50287.246094 Penalty: 2026.183472
	Iteration 4Q: 3 clusters Score -50287.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50327.378906 Penalty: 2026.183472
	Iteration 5Q: 3 clusters Score -50327.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50337.343750 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50337.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50337.343750 Penalty: 2026.183472
	Iteration 7F: 3 clusters Score -50337.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 36450 members 
Mstep: Class 8 contains 67220 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 13 contains 78455 members 
Mstep: Class 14 contains 57643 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89289 members 
Mstep: Class 18 contains 116 members 
Entering Unmasked Estep 
Score: -61628520.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61629556.000000 to -61628520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (65900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Entering Unmasked Estep 
Score: -8394118.000000 Penalty: 1803.082764
	Iteration 0F: 2 clusters Score -8394118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -8350596.500000 Penalty: 3606.165527
	Iteration 0F: 3 clusters Score -8350596 nChanged 31163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -8368314.000000 Penalty: 3606.165527
	Iteration 1F: 3 clusters Score -8368314 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -8368681.500000 Penalty: 3606.165527
	Iteration 2Q: 3 clusters Score -8368682 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8369192.000000 Penalty: 3606.165527
	Iteration 3Q: 3 clusters Score -8369192 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -8369693.000000 Penalty: 3606.165527
	Iteration 4Q: 3 clusters Score -8369693 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -8370299.000000 Penalty: 3606.165527
	Iteration 5Q: 3 clusters Score -8370299 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -8371138.000000 Penalty: 3606.165527
	Iteration 6Q: 3 clusters Score -8371138 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -8372234.000000 Penalty: 3606.165527
	Iteration 7Q: 3 clusters Score -8372234 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -8373943.000000 Penalty: 3606.165527
	Iteration 8Q: 3 clusters Score -8373943 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8376299.000000 Penalty: 3606.165527
	Iteration 9F: 3 clusters Score -8376299 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -8379241.000000 Penalty: 3606.165527
	Iteration 10F: 3 clusters Score -8379241 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -8382281.000000 Penalty: 3606.165527
	Iteration 11F: 3 clusters Score -8382281 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -8384574.500000 Penalty: 3606.165527
	Iteration 12Q: 3 clusters Score -8384574 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -8386197.000000 Penalty: 3606.165527
	Iteration 13Q: 3 clusters Score -8386197 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -8387218.500000 Penalty: 3606.165527
	Iteration 14Q: 3 clusters Score -8387218 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8387888.500000 Penalty: 3606.165527
	Iteration 15Q: 3 clusters Score -8387888 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -8388489.000000 Penalty: 3606.165527
	Iteration 16Q: 3 clusters Score -8388489 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8389014.000000 Penalty: 3606.165527
	Iteration 17Q: 3 clusters Score -8389014 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -8389376.000000 Penalty: 3606.165527
	Iteration 18Q: 3 clusters Score -8389376 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8389721.000000 Penalty: 3606.165527
	Iteration 19Q: 3 clusters Score -8389721 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8390089.000000 Penalty: 3606.165527
	Iteration 20F: 3 clusters Score -8390089 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8390470.000000 Penalty: 3606.165527
	Iteration 21Q: 3 clusters Score -8390470 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8390798.000000 Penalty: 3606.165527
	Iteration 22Q: 3 clusters Score -8390798 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8391106.000000 Penalty: 3606.165527
	Iteration 23Q: 3 clusters Score -8391106 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8391450.000000 Penalty: 3606.165527
	Iteration 24Q: 3 clusters Score -8391450 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8391720.000000 Penalty: 3606.165527
	Iteration 25Q: 3 clusters Score -8391720 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8391916.000000 Penalty: 3606.165527
	Iteration 26Q: 3 clusters Score -8391916 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8392090.000000 Penalty: 3606.165527
	Iteration 27Q: 3 clusters Score -8392090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8392193.000000 Penalty: 3606.165527
	Iteration 28Q: 3 clusters Score -8392193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8392271.000000 Penalty: 3606.165527
	Iteration 29Q: 3 clusters Score -8392271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8392337.000000 Penalty: 3606.165527
	Iteration 30Q: 3 clusters Score -8392337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8392377.000000 Penalty: 3606.165527
	Iteration 31Q: 3 clusters Score -8392377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8392399.000000 Penalty: 3606.165527
	Iteration 32Q: 3 clusters Score -8392399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8392428.000000 Penalty: 3606.165527
	Iteration 33Q: 3 clusters Score -8392428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8392457.000000 Penalty: 3606.165527
	Iteration 34Q: 3 clusters Score -8392457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8392473.000000 Penalty: 3606.165527
	Iteration 35Q: 3 clusters Score -8392473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8392492.000000 Penalty: 3606.165527
	Iteration 36Q: 3 clusters Score -8392492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8392506.000000 Penalty: 3606.165527
	Iteration 37Q: 3 clusters Score -8392506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8392512.000000 Penalty: 3606.165527
	Iteration 38Q: 3 clusters Score -8392512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8392526.000000 Penalty: 3606.165527
	Iteration 39Q: 3 clusters Score -8392526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8392528.000000 Penalty: 3606.165527
	Iteration 40F: 3 clusters Score -8392528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8392526.000000 Penalty: 3606.165527
	Iteration 41Q: 3 clusters Score -8392526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8392526.000000 Penalty: 3606.165527
	Iteration 42F: 3 clusters Score -8392526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Entering Unmasked Estep 
Score: -4456950.000000 Penalty: 1706.850708
	Iteration 0F: 2 clusters Score -4456950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4432579.000000 Penalty: 3413.701416
	Iteration 0F: 3 clusters Score -4432579 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4441993.000000 Penalty: 3413.701416
	Iteration 1F: 3 clusters Score -4441993 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4442507.000000 Penalty: 3413.701416
	Iteration 2Q: 3 clusters Score -4442507 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4443071.500000 Penalty: 3413.701416
	Iteration 3Q: 3 clusters Score -4443072 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4443775.500000 Penalty: 3413.701416
	Iteration 4Q: 3 clusters Score -4443776 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4444576.000000 Penalty: 3413.701416
	Iteration 5Q: 3 clusters Score -4444576 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4445646.500000 Penalty: 3413.701416
	Iteration 6F: 3 clusters Score -4445646 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -4446986.000000 Penalty: 3413.701416
	Iteration 7F: 3 clusters Score -4446986 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4448551.000000 Penalty: 3413.701416
	Iteration 8F: 3 clusters Score -4448551 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4450204.500000 Penalty: 3413.701416
	Iteration 9F: 3 clusters Score -4450204 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4451583.500000 Penalty: 3413.701416
	Iteration 10Q: 3 clusters Score -4451584 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4452534.000000 Penalty: 3413.701416
	Iteration 11Q: 3 clusters Score -4452534 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4453151.500000 Penalty: 3413.701416
	Iteration 12Q: 3 clusters Score -4453152 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4453616.000000 Penalty: 3413.701416
	Iteration 13Q: 3 clusters Score -4453616 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4453942.500000 Penalty: 3413.701416
	Iteration 14Q: 3 clusters Score -4453942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4454204.000000 Penalty: 3413.701416
	Iteration 15Q: 3 clusters Score -4454204 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4454422.000000 Penalty: 3413.701416
	Iteration 16Q: 3 clusters Score -4454422 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4454605.500000 Penalty: 3413.701416
	Iteration 17Q: 3 clusters Score -4454606 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4454738.500000 Penalty: 3413.701416
	Iteration 18Q: 3 clusters Score -4454738 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4454860.500000 Penalty: 3413.701416
	Iteration 19Q: 3 clusters Score -4454860 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4454981.500000 Penalty: 3413.701416
	Iteration 20F: 3 clusters Score -4454982 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4455058.500000 Penalty: 3413.701416
	Iteration 21Q: 3 clusters Score -4455058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -4455139.500000 Penalty: 3413.701416
	Iteration 22Q: 3 clusters Score -4455140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4455202.500000 Penalty: 3413.701416
	Iteration 23Q: 3 clusters Score -4455202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4455250.500000 Penalty: 3413.701416
	Iteration 24Q: 3 clusters Score -4455250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4455290.000000 Penalty: 3413.701416
	Iteration 25Q: 3 clusters Score -4455290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4455321.500000 Penalty: 3413.701416
	Iteration 26Q: 3 clusters Score -4455322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4455356.500000 Penalty: 3413.701416
	Iteration 27Q: 3 clusters Score -4455356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4455393.500000 Penalty: 3413.701416
	Iteration 28Q: 3 clusters Score -4455394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4455419.000000 Penalty: 3413.701416
	Iteration 29Q: 3 clusters Score -4455419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4455433.000000 Penalty: 3413.701416
	Iteration 30Q: 3 clusters Score -4455433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4455442.500000 Penalty: 3413.701416
	Iteration 31Q: 3 clusters Score -4455442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4455455.000000 Penalty: 3413.701416
	Iteration 32Q: 3 clusters Score -4455455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4455463.000000 Penalty: 3413.701416
	Iteration 33Q: 3 clusters Score -4455463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4455468.500000 Penalty: 3413.701416
	Iteration 34Q: 3 clusters Score -4455468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4455468.500000 Penalty: 3413.701416
	Iteration 35Q: 3 clusters Score -4455468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4455466.500000 Penalty: 3413.701416
	Iteration 36Q: 3 clusters Score -4455466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4455468.000000 Penalty: 3413.701416
	Iteration 37Q: 3 clusters Score -4455468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4455469.000000 Penalty: 3413.701416
	Iteration 38Q: 3 clusters Score -4455469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4455471.500000 Penalty: 3413.701416
	Iteration 39Q: 3 clusters Score -4455472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4455476.000000 Penalty: 3413.701416
	Iteration 40F: 3 clusters Score -4455476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4455476.000000 Penalty: 3413.701416
	Iteration 41Q: 3 clusters Score -4455476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4455477.500000 Penalty: 3413.701416
	Iteration 42Q: 3 clusters Score -4455478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4455476.500000 Penalty: 3413.701416
	Iteration 43Q: 3 clusters Score -4455476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4455477.000000 Penalty: 3413.701416
	Iteration 44Q: 3 clusters Score -4455477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4455473.500000 Penalty: 3413.701416
	Iteration 45Q: 3 clusters Score -4455474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4455477.000000 Penalty: 3413.701416
	Iteration 46Q: 3 clusters Score -4455477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4455481.000000 Penalty: 3413.701416
	Iteration 47Q: 3 clusters Score -4455481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4455479.500000 Penalty: 3413.701416
	Iteration 48Q: 3 clusters Score -4455480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4455479.500000 Penalty: 3413.701416
	Iteration 49F: 3 clusters Score -4455480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Entering Unmasked Estep 
Score: -8607559.000000 Penalty: 1806.305542
	Iteration 0F: 2 clusters Score -8607559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8563539.000000 Penalty: 3612.611084
	Iteration 0F: 3 clusters Score -8563539 nChanged 31844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8581219.000000 Penalty: 3612.611084
	Iteration 1F: 3 clusters Score -8581219 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -8581650.000000 Penalty: 3612.611084
	Iteration 2Q: 3 clusters Score -8581650 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -8582055.000000 Penalty: 3612.611084
	Iteration 3Q: 3 clusters Score -8582055 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8582484.000000 Penalty: 3612.611084
	Iteration 4Q: 3 clusters Score -8582484 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -8582914.000000 Penalty: 3612.611084
	Iteration 5Q: 3 clusters Score -8582914 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -8583587.000000 Penalty: 3612.611084
	Iteration 6Q: 3 clusters Score -8583587 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8584681.000000 Penalty: 3612.611084
	Iteration 7Q: 3 clusters Score -8584681 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8586597.000000 Penalty: 3612.611084
	Iteration 8F: 3 clusters Score -8586597 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -8590033.000000 Penalty: 3612.611084
	Iteration 9F: 3 clusters Score -8590033 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -8594808.000000 Penalty: 3612.611084
	Iteration 10F: 3 clusters Score -8594808 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -8599834.000000 Penalty: 3612.611084
	Iteration 11F: 3 clusters Score -8599834 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8603372.000000 Penalty: 3612.611084
	Iteration 12F: 3 clusters Score -8603372 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -8604992.000000 Penalty: 3612.611084
	Iteration 13Q: 3 clusters Score -8604992 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -8605563.000000 Penalty: 3612.611084
	Iteration 14Q: 3 clusters Score -8605563 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -8605777.000000 Penalty: 3612.611084
	Iteration 15Q: 3 clusters Score -8605777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -8605857.000000 Penalty: 3612.611084
	Iteration 16Q: 3 clusters Score -8605857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -8605874.000000 Penalty: 3612.611084
	Iteration 17Q: 3 clusters Score -8605874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -8605900.000000 Penalty: 3612.611084
	Iteration 18Q: 3 clusters Score -8605900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -8605925.000000 Penalty: 3612.611084
	Iteration 19Q: 3 clusters Score -8605925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -8605934.000000 Penalty: 3612.611084
	Iteration 20F: 3 clusters Score -8605934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -8605940.000000 Penalty: 3612.611084
	Iteration 21Q: 3 clusters Score -8605940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -8605940.000000 Penalty: 3612.611084
	Iteration 22Q: 3 clusters Score -8605940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -8605940.000000 Penalty: 3612.611084
	Iteration 23F: 3 clusters Score -8605940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -21676.218750 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -21676.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21098.750000 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -21098.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21827.552734 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -21827.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22207.556641 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -22207.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22265.138672 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -22265.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22297.888672 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -22297.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22303.191406 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -22303.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22306.736328 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -22306.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22313.099609 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -22313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22314.656250 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -22314.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22314.656250 Penalty: 1870.616211
	Iteration 9F: 3 clusters Score -22314.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 36450 members 
Mstep: Class 8 contains 67220 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 13 contains 78455 members 
Mstep: Class 14 contains 57643 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89289 members 
Mstep: Class 18 contains 119 members 
Entering Unmasked Estep 
Score: -61628952.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61629556.000000 to -61628952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -120205.445312 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -120205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118785.828125 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -118785.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119028.117188 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -119028.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -119088.976562 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -119089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119129.601562 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -119129.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119147.382812 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -119147.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119160.062500 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -119160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119168.085938 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -119168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119173.750000 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -119173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119179.156250 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -119179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119180.296875 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -119180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119180.593750 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -119180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119180.593750 Penalty: 2232.429688
	Iteration 11F: 3 clusters Score -119180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Entering Unmasked Estep 
Score: -2848350.000000 Penalty: 1627.971924
	Iteration 0F: 2 clusters Score -2848350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2833230.000000 Penalty: 3255.943848
	Iteration 0F: 3 clusters Score -2833230 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2838778.000000 Penalty: 3255.943848
	Iteration 1F: 3 clusters Score -2838778 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2839126.250000 Penalty: 3255.943848
	Iteration 2Q: 3 clusters Score -2839126 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2839442.750000 Penalty: 3255.943848
	Iteration 3Q: 3 clusters Score -2839443 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2839795.250000 Penalty: 3255.943848
	Iteration 4Q: 3 clusters Score -2839795 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2840201.500000 Penalty: 3255.943848
	Iteration 5Q: 3 clusters Score -2840202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2840691.250000 Penalty: 3255.943848
	Iteration 6Q: 3 clusters Score -2840691 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2841316.000000 Penalty: 3255.943848
	Iteration 7Q: 3 clusters Score -2841316 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2842149.250000 Penalty: 3255.943848
	Iteration 8F: 3 clusters Score -2842149 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2843155.500000 Penalty: 3255.943848
	Iteration 9F: 3 clusters Score -2843156 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2844221.750000 Penalty: 3255.943848
	Iteration 10F: 3 clusters Score -2844222 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2845140.500000 Penalty: 3255.943848
	Iteration 11F: 3 clusters Score -2845140 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2845813.500000 Penalty: 3255.943848
	Iteration 12Q: 3 clusters Score -2845814 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2846209.750000 Penalty: 3255.943848
	Iteration 13Q: 3 clusters Score -2846210 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2846484.250000 Penalty: 3255.943848
	Iteration 14Q: 3 clusters Score -2846484 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2846655.500000 Penalty: 3255.943848
	Iteration 15Q: 3 clusters Score -2846656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2846776.000000 Penalty: 3255.943848
	Iteration 16Q: 3 clusters Score -2846776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2846836.250000 Penalty: 3255.943848
	Iteration 17Q: 3 clusters Score -2846836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2846879.250000 Penalty: 3255.943848
	Iteration 18Q: 3 clusters Score -2846879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2846908.250000 Penalty: 3255.943848
	Iteration 19Q: 3 clusters Score -2846908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2846929.750000 Penalty: 3255.943848
	Iteration 20F: 3 clusters Score -2846930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2846937.250000 Penalty: 3255.943848
	Iteration 21Q: 3 clusters Score -2846937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2846957.250000 Penalty: 3255.943848
	Iteration 22Q: 3 clusters Score -2846957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2846969.000000 Penalty: 3255.943848
	Iteration 23Q: 3 clusters Score -2846969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2846979.750000 Penalty: 3255.943848
	Iteration 24Q: 3 clusters Score -2846980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2846984.000000 Penalty: 3255.943848
	Iteration 25Q: 3 clusters Score -2846984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2846990.250000 Penalty: 3255.943848
	Iteration 26Q: 3 clusters Score -2846990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2846993.250000 Penalty: 3255.943848
	Iteration 27Q: 3 clusters Score -2846993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2846998.250000 Penalty: 3255.943848
	Iteration 28Q: 3 clusters Score -2846998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2847001.750000 Penalty: 3255.943848
	Iteration 29Q: 3 clusters Score -2847002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2847001.750000 Penalty: 3255.943848
	Iteration 30F: 3 clusters Score -2847002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Entering Unmasked Estep 
Score: -3962768.500000 Penalty: 1681.103516
	Iteration 0F: 2 clusters Score -3962768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3941890.500000 Penalty: 3362.207031
	Iteration 0F: 3 clusters Score -3941890 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3949764.750000 Penalty: 3362.207031
	Iteration 1F: 3 clusters Score -3949765 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3950013.750000 Penalty: 3362.207031
	Iteration 2Q: 3 clusters Score -3950014 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3950224.000000 Penalty: 3362.207031
	Iteration 3Q: 3 clusters Score -3950224 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3950443.250000 Penalty: 3362.207031
	Iteration 4Q: 3 clusters Score -3950443 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3950621.250000 Penalty: 3362.207031
	Iteration 5Q: 3 clusters Score -3950621 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3950775.750000 Penalty: 3362.207031
	Iteration 6Q: 3 clusters Score -3950776 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3950941.500000 Penalty: 3362.207031
	Iteration 7Q: 3 clusters Score -3950942 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3951143.250000 Penalty: 3362.207031
	Iteration 8Q: 3 clusters Score -3951143 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3951358.750000 Penalty: 3362.207031
	Iteration 9Q: 3 clusters Score -3951359 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3951686.000000 Penalty: 3362.207031
	Iteration 10Q: 3 clusters Score -3951686 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3952153.750000 Penalty: 3362.207031
	Iteration 11Q: 3 clusters Score -3952154 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3952846.000000 Penalty: 3362.207031
	Iteration 12Q: 3 clusters Score -3952846 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3953823.000000 Penalty: 3362.207031
	Iteration 13F: 3 clusters Score -3953823 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3955211.250000 Penalty: 3362.207031
	Iteration 14F: 3 clusters Score -3955211 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3956806.750000 Penalty: 3362.207031
	Iteration 15F: 3 clusters Score -3956807 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3958266.500000 Penalty: 3362.207031
	Iteration 16F: 3 clusters Score -3958266 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3959300.500000 Penalty: 3362.207031
	Iteration 17Q: 3 clusters Score -3959300 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3960064.000000 Penalty: 3362.207031
	Iteration 18Q: 3 clusters Score -3960064 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3960525.500000 Penalty: 3362.207031
	Iteration 19Q: 3 clusters Score -3960526 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3960764.750000 Penalty: 3362.207031
	Iteration 20F: 3 clusters Score -3960765 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3960943.250000 Penalty: 3362.207031
	Iteration 21Q: 3 clusters Score -3960943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3961073.250000 Penalty: 3362.207031
	Iteration 22Q: 3 clusters Score -3961073 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3961146.750000 Penalty: 3362.207031
	Iteration 23Q: 3 clusters Score -3961147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3961193.750000 Penalty: 3362.207031
	Iteration 24Q: 3 clusters Score -3961194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -3961220.500000 Penalty: 3362.207031
	Iteration 25Q: 3 clusters Score -3961220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3961244.000000 Penalty: 3362.207031
	Iteration 26Q: 3 clusters Score -3961244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3961254.250000 Penalty: 3362.207031
	Iteration 27Q: 3 clusters Score -3961254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3961268.500000 Penalty: 3362.207031
	Iteration 28Q: 3 clusters Score -3961268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3961270.500000 Penalty: 3362.207031
	Iteration 29Q: 3 clusters Score -3961270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3961285.500000 Penalty: 3362.207031
	Iteration 30Q: 3 clusters Score -3961286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -3961285.500000 Penalty: 3362.207031
	Iteration 31Q: 3 clusters Score -3961286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3961285.750000 Penalty: 3362.207031
	Iteration 32Q: 3 clusters Score -3961286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3961291.750000 Penalty: 3362.207031
	Iteration 33Q: 3 clusters Score -3961292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3961296.750000 Penalty: 3362.207031
	Iteration 34Q: 3 clusters Score -3961297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3961299.750000 Penalty: 3362.207031
	Iteration 35Q: 3 clusters Score -3961300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3961299.750000 Penalty: 3362.207031
	Iteration 36F: 3 clusters Score -3961300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Entering Unmasked Estep 
Score: -10012619.000000 Penalty: 1831.420654
	Iteration 0F: 2 clusters Score -1.001262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -9962614.000000 Penalty: 3662.841309
	Iteration 0F: 3 clusters Score -9962614 nChanged 37205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -9983806.000000 Penalty: 3662.841309
	Iteration 1F: 3 clusters Score -9983806 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -9984666.000000 Penalty: 3662.841309
	Iteration 2Q: 3 clusters Score -9984666 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9985874.000000 Penalty: 3662.841309
	Iteration 3Q: 3 clusters Score -9985874 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -9987989.000000 Penalty: 3662.841309
	Iteration 4F: 3 clusters Score -9987989 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -9991738.000000 Penalty: 3662.841309
	Iteration 5F: 3 clusters Score -9991738 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -9997009.000000 Penalty: 3662.841309
	Iteration 6F: 3 clusters Score -9997009 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -10002825.000000 Penalty: 3662.841309
	Iteration 7F: 3 clusters Score -1.000282e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -10008192.000000 Penalty: 3662.841309
	Iteration 8F: 3 clusters Score -1.000819e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -10011704.000000 Penalty: 3662.841309
	Iteration 9Q: 3 clusters Score -1.00117e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -10012599.000000 Penalty: 3662.841309
	Iteration 10Q: 3 clusters Score -1.00126e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -10012809.000000 Penalty: 3662.841309
	Iteration 11Q: 3 clusters Score -1.001281e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -10012874.000000 Penalty: 3662.841309
	Iteration 12Q: 3 clusters Score -1.001287e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -10012889.000000 Penalty: 3662.841309
	Iteration 13Q: 3 clusters Score -1.001289e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -10012868.000000 Penalty: 3662.841309
	Iteration 14Q: 3 clusters Score -1.001287e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -10012859.000000 Penalty: 3662.841309
	Iteration 15Q: 3 clusters Score -1.001286e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10012792.000000 Penalty: 3662.841309
	Iteration 16Q: 3 clusters Score -1.001279e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -10012755.000000 Penalty: 3662.841309
	Iteration 17Q: 3 clusters Score -1.001276e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10012736.000000 Penalty: 3662.841309
	Iteration 18Q: 3 clusters Score -1.001274e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10012709.000000 Penalty: 3662.841309
	Iteration 19Q: 3 clusters Score -1.001271e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -10012683.000000 Penalty: 3662.841309
	Iteration 20F: 3 clusters Score -1.001268e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -10012629.000000 Penalty: 3662.841309
	Iteration 21Q: 3 clusters Score -1.001263e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10012593.000000 Penalty: 3662.841309
	Iteration 22Q: 3 clusters Score -1.001259e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -10012585.000000 Penalty: 3662.841309
	Iteration 23Q: 3 clusters Score -1.001258e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -10012575.000000 Penalty: 3662.841309
	Iteration 24Q: 3 clusters Score -1.001258e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10012531.000000 Penalty: 3662.841309
	Iteration 25Q: 3 clusters Score -1.001253e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10012493.000000 Penalty: 3662.841309
	Iteration 26Q: 3 clusters Score -1.001249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10012460.000000 Penalty: 3662.841309
	Iteration 27Q: 3 clusters Score -1.001246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10012424.000000 Penalty: 3662.841309
	Iteration 28Q: 3 clusters Score -1.001242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10012415.000000 Penalty: 3662.841309
	Iteration 29Q: 3 clusters Score -1.001242e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10012366.000000 Penalty: 3662.841309
	Iteration 30Q: 3 clusters Score -1.001237e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10012355.000000 Penalty: 3662.841309
	Iteration 31Q: 3 clusters Score -1.001236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10012335.000000 Penalty: 3662.841309
	Iteration 32Q: 3 clusters Score -1.001234e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -10012309.000000 Penalty: 3662.841309
	Iteration 33Q: 3 clusters Score -1.001231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10012313.000000 Penalty: 3662.841309
	Iteration 34Q: 3 clusters Score -1.001231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10012312.000000 Penalty: 3662.841309
	Iteration 35Q: 3 clusters Score -1.001231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10012296.000000 Penalty: 3662.841309
	Iteration 36Q: 3 clusters Score -1.00123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10012305.000000 Penalty: 3662.841309
	Iteration 37Q: 3 clusters Score -1.00123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10012293.000000 Penalty: 3662.841309
	Iteration 38Q: 3 clusters Score -1.001229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10012282.000000 Penalty: 3662.841309
	Iteration 39Q: 3 clusters Score -1.001228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10012284.000000 Penalty: 3662.841309
	Iteration 40F: 3 clusters Score -1.001228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -10012269.000000 Penalty: 3662.841309
	Iteration 41Q: 3 clusters Score -1.001227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10012267.000000 Penalty: 3662.841309
	Iteration 42Q: 3 clusters Score -1.001227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -10012253.000000 Penalty: 3662.841309
	Iteration 43Q: 3 clusters Score -1.001225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10012242.000000 Penalty: 3662.841309
	Iteration 44Q: 3 clusters Score -1.001224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -10012244.000000 Penalty: 3662.841309
	Iteration 45Q: 3 clusters Score -1.001224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10012226.000000 Penalty: 3662.841309
	Iteration 46Q: 3 clusters Score -1.001223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10012234.000000 Penalty: 3662.841309
	Iteration 47Q: 3 clusters Score -1.001223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10012238.000000 Penalty: 3662.841309
	Iteration 48Q: 3 clusters Score -1.001224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10012230.000000 Penalty: 3662.841309
	Iteration 49Q: 3 clusters Score -1.001223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10012227.000000 Penalty: 3662.841309
	Iteration 50Q: 3 clusters Score -1.001223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10012235.000000 Penalty: 3662.841309
	Iteration 51Q: 3 clusters Score -1.001224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10012244.000000 Penalty: 3662.841309
	Iteration 52Q: 3 clusters Score -1.001224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10012242.000000 Penalty: 3662.841309
	Iteration 53Q: 3 clusters Score -1.001224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10012238.000000 Penalty: 3662.841309
	Iteration 54Q: 3 clusters Score -1.001224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10012235.000000 Penalty: 3662.841309
	Iteration 55Q: 3 clusters Score -1.001224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10012242.000000 Penalty: 3662.841309
	Iteration 56Q: 3 clusters Score -1.001224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10012238.000000 Penalty: 3662.841309
	Iteration 57Q: 3 clusters Score -1.001224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10012230.000000 Penalty: 3662.841309
	Iteration 58Q: 3 clusters Score -1.001223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10012235.000000 Penalty: 3662.841309
	Iteration 59Q: 3 clusters Score -1.001224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10012227.000000 Penalty: 3662.841309
	Iteration 60F: 3 clusters Score -1.001223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10012220.000000 Penalty: 3662.841309
	Iteration 61Q: 3 clusters Score -1.001222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10012216.000000 Penalty: 3662.841309
	Iteration 62Q: 3 clusters Score -1.001222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10012218.000000 Penalty: 3662.841309
	Iteration 63Q: 3 clusters Score -1.001222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10012203.000000 Penalty: 3662.841309
	Iteration 64Q: 3 clusters Score -1.00122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10012199.000000 Penalty: 3662.841309
	Iteration 65Q: 3 clusters Score -1.00122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10012189.000000 Penalty: 3662.841309
	Iteration 66Q: 3 clusters Score -1.001219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10012186.000000 Penalty: 3662.841309
	Iteration 67Q: 3 clusters Score -1.001219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10012192.000000 Penalty: 3662.841309
	Iteration 68Q: 3 clusters Score -1.001219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10012192.000000 Penalty: 3662.841309
	Iteration 69Q: 3 clusters Score -1.001219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10012196.000000 Penalty: 3662.841309
	Iteration 70Q: 3 clusters Score -1.00122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10012192.000000 Penalty: 3662.841309
	Iteration 71Q: 3 clusters Score -1.001219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10012184.000000 Penalty: 3662.841309
	Iteration 72Q: 3 clusters Score -1.001218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10012184.000000 Penalty: 3662.841309
	Iteration 73Q: 3 clusters Score -1.001218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10012183.000000 Penalty: 3662.841309
	Iteration 74Q: 3 clusters Score -1.001218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10012187.000000 Penalty: 3662.841309
	Iteration 75Q: 3 clusters Score -1.001219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10012180.000000 Penalty: 3662.841309
	Iteration 76Q: 3 clusters Score -1.001218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10012178.000000 Penalty: 3662.841309
	Iteration 77Q: 3 clusters Score -1.001218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10012180.000000 Penalty: 3662.841309
	Iteration 78Q: 3 clusters Score -1.001218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10012174.000000 Penalty: 3662.841309
	Iteration 79Q: 3 clusters Score -1.001217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10012163.000000 Penalty: 3662.841309
	Iteration 80F: 3 clusters Score -1.001216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10012163.000000 Penalty: 3662.841309
	Iteration 81Q: 3 clusters Score -1.001216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10012157.000000 Penalty: 3662.841309
	Iteration 82Q: 3 clusters Score -1.001216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10012154.000000 Penalty: 3662.841309
	Iteration 83Q: 3 clusters Score -1.001215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10012155.000000 Penalty: 3662.841309
	Iteration 84Q: 3 clusters Score -1.001216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10012164.000000 Penalty: 3662.841309
	Iteration 85Q: 3 clusters Score -1.001216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10012160.000000 Penalty: 3662.841309
	Iteration 86Q: 3 clusters Score -1.001216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10012156.000000 Penalty: 3662.841309
	Iteration 87Q: 3 clusters Score -1.001216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10012150.000000 Penalty: 3662.841309
	Iteration 88Q: 3 clusters Score -1.001215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 89Q: 3 clusters Score -1.001214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10012143.000000 Penalty: 3662.841309
	Iteration 90Q: 3 clusters Score -1.001214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10012145.000000 Penalty: 3662.841309
	Iteration 91Q: 3 clusters Score -1.001214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10012157.000000 Penalty: 3662.841309
	Iteration 92Q: 3 clusters Score -1.001216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 93Q: 3 clusters Score -1.001214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 94Q: 3 clusters Score -1.001214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10012144.000000 Penalty: 3662.841309
	Iteration 95Q: 3 clusters Score -1.001214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -10012143.000000 Penalty: 3662.841309
	Iteration 96Q: 3 clusters Score -1.001214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10012147.000000 Penalty: 3662.841309
	Iteration 97Q: 3 clusters Score -1.001215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10012150.000000 Penalty: 3662.841309
	Iteration 98Q: 3 clusters Score -1.001215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 99Q: 3 clusters Score -1.001214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10012146.000000 Penalty: 3662.841309
	Iteration 100F: 3 clusters Score -1.001215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10012145.000000 Penalty: 3662.841309
	Iteration 101Q: 3 clusters Score -1.001214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 102Q: 3 clusters Score -1.001214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10012141.000000 Penalty: 3662.841309
	Iteration 103Q: 3 clusters Score -1.001214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10012136.000000 Penalty: 3662.841309
	Iteration 104Q: 3 clusters Score -1.001214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10012141.000000 Penalty: 3662.841309
	Iteration 105Q: 3 clusters Score -1.001214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10012132.000000 Penalty: 3662.841309
	Iteration 106Q: 3 clusters Score -1.001213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10012139.000000 Penalty: 3662.841309
	Iteration 107Q: 3 clusters Score -1.001214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10012140.000000 Penalty: 3662.841309
	Iteration 108Q: 3 clusters Score -1.001214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10012141.000000 Penalty: 3662.841309
	Iteration 109Q: 3 clusters Score -1.001214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10012137.000000 Penalty: 3662.841309
	Iteration 110Q: 3 clusters Score -1.001214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10012143.000000 Penalty: 3662.841309
	Iteration 111Q: 3 clusters Score -1.001214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10012141.000000 Penalty: 3662.841309
	Iteration 112Q: 3 clusters Score -1.001214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10012143.000000 Penalty: 3662.841309
	Iteration 113Q: 3 clusters Score -1.001214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10012143.000000 Penalty: 3662.841309
	Iteration 114F: 3 clusters Score -1.001214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Entering Unmasked Estep 
Score: -7344403.000000 Penalty: 1781.328857
	Iteration 0F: 2 clusters Score -7344403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7305984.000000 Penalty: 3562.657715
	Iteration 0F: 3 clusters Score -7305984 nChanged 27234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7321181.500000 Penalty: 3562.657715
	Iteration 1F: 3 clusters Score -7321182 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7321643.500000 Penalty: 3562.657715
	Iteration 2Q: 3 clusters Score -7321644 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -7322204.500000 Penalty: 3562.657715
	Iteration 3Q: 3 clusters Score -7322204 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -7322944.000000 Penalty: 3562.657715
	Iteration 4Q: 3 clusters Score -7322944 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -7323927.500000 Penalty: 3562.657715
	Iteration 5Q: 3 clusters Score -7323928 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -7325247.000000 Penalty: 3562.657715
	Iteration 6Q: 3 clusters Score -7325247 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7327132.000000 Penalty: 3562.657715
	Iteration 7Q: 3 clusters Score -7327132 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -7329414.000000 Penalty: 3562.657715
	Iteration 8F: 3 clusters Score -7329414 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -7332165.500000 Penalty: 3562.657715
	Iteration 9F: 3 clusters Score -7332166 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -7334669.500000 Penalty: 3562.657715
	Iteration 10F: 3 clusters Score -7334670 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7336630.500000 Penalty: 3562.657715
	Iteration 11Q: 3 clusters Score -7336630 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7337987.000000 Penalty: 3562.657715
	Iteration 12Q: 3 clusters Score -7337987 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -7338898.000000 Penalty: 3562.657715
	Iteration 13Q: 3 clusters Score -7338898 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7339530.000000 Penalty: 3562.657715
	Iteration 14Q: 3 clusters Score -7339530 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -7339982.000000 Penalty: 3562.657715
	Iteration 15Q: 3 clusters Score -7339982 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7340324.500000 Penalty: 3562.657715
	Iteration 16Q: 3 clusters Score -7340324 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7340658.500000 Penalty: 3562.657715
	Iteration 17Q: 3 clusters Score -7340658 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7340981.000000 Penalty: 3562.657715
	Iteration 18Q: 3 clusters Score -7340981 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -7341241.000000 Penalty: 3562.657715
	Iteration 19Q: 3 clusters Score -7341241 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7341501.000000 Penalty: 3562.657715
	Iteration 20F: 3 clusters Score -7341501 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7341732.500000 Penalty: 3562.657715
	Iteration 21Q: 3 clusters Score -7341732 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7341915.500000 Penalty: 3562.657715
	Iteration 22Q: 3 clusters Score -7341916 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7342018.500000 Penalty: 3562.657715
	Iteration 23Q: 3 clusters Score -7342018 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7342174.500000 Penalty: 3562.657715
	Iteration 24Q: 3 clusters Score -7342174 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7342320.500000 Penalty: 3562.657715
	Iteration 25Q: 3 clusters Score -7342320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7342437.500000 Penalty: 3562.657715
	Iteration 26Q: 3 clusters Score -7342438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7342521.500000 Penalty: 3562.657715
	Iteration 27Q: 3 clusters Score -7342522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7342571.000000 Penalty: 3562.657715
	Iteration 28Q: 3 clusters Score -7342571 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7342606.500000 Penalty: 3562.657715
	Iteration 29Q: 3 clusters Score -7342606 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7342667.000000 Penalty: 3562.657715
	Iteration 30Q: 3 clusters Score -7342667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7342708.000000 Penalty: 3562.657715
	Iteration 31Q: 3 clusters Score -7342708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7342756.000000 Penalty: 3562.657715
	Iteration 32Q: 3 clusters Score -7342756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7342807.500000 Penalty: 3562.657715
	Iteration 33Q: 3 clusters Score -7342808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7342838.000000 Penalty: 3562.657715
	Iteration 34Q: 3 clusters Score -7342838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7342862.000000 Penalty: 3562.657715
	Iteration 35Q: 3 clusters Score -7342862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7342889.500000 Penalty: 3562.657715
	Iteration 36Q: 3 clusters Score -7342890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7342899.000000 Penalty: 3562.657715
	Iteration 37Q: 3 clusters Score -7342899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7342904.000000 Penalty: 3562.657715
	Iteration 38Q: 3 clusters Score -7342904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7342923.000000 Penalty: 3562.657715
	Iteration 39Q: 3 clusters Score -7342923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7342932.500000 Penalty: 3562.657715
	Iteration 40F: 3 clusters Score -7342932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7342941.500000 Penalty: 3562.657715
	Iteration 41Q: 3 clusters Score -7342942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7342946.500000 Penalty: 3562.657715
	Iteration 42Q: 3 clusters Score -7342946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7342942.000000 Penalty: 3562.657715
	Iteration 43Q: 3 clusters Score -7342942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7342943.500000 Penalty: 3562.657715
	Iteration 44Q: 3 clusters Score -7342944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7342943.500000 Penalty: 3562.657715
	Iteration 45Q: 3 clusters Score -7342944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7342947.000000 Penalty: 3562.657715
	Iteration 46Q: 3 clusters Score -7342947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7342949.500000 Penalty: 3562.657715
	Iteration 47Q: 3 clusters Score -7342950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7342950.000000 Penalty: 3562.657715
	Iteration 48Q: 3 clusters Score -7342950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7342950.000000 Penalty: 3562.657715
	Iteration 49F: 3 clusters Score -7342950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72750.953125 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72750.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71588.789062 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71588.79 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71812.445312 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71812.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71890.617188 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71890.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71922.187500 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71922.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71954.242188 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71954.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71974.539062 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71974.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71986.929688 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71986.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71996.382812 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71996.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72002.179688 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -72002.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72014.867188 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -72014.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72024.687500 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -72024.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72026.710938 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -72026.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72029.929688 Penalty: 2098.959961
	Iteration 12Q: 3 clusters Score -72029.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72030.726562 Penalty: 2098.959961
	Iteration 13Q: 3 clusters Score -72030.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72030.726562 Penalty: 2098.959961
	Iteration 14F: 3 clusters Score -72030.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32934.929688 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32934.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33244.992188 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33244.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33408.882812 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33408.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33511.527344 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -33511.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33529.039062 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -33529.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33534.207031 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33534.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33534.207031 Penalty: 1892.489868
	Iteration 6F: 3 clusters Score -33534.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Entering Unmasked Estep 
Score: -11451969.000000 Penalty: 1852.440430
	Iteration 0F: 2 clusters Score -1.145197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11395482.000000 Penalty: 3704.880859
	Iteration 0F: 3 clusters Score -1.139548e+07 nChanged 42634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -11420111.000000 Penalty: 3704.880859
	Iteration 1F: 3 clusters Score -1.142011e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -11421004.000000 Penalty: 3704.880859
	Iteration 2Q: 3 clusters Score -1.1421e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -11422228.000000 Penalty: 3704.880859
	Iteration 3Q: 3 clusters Score -1.142223e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -11424156.000000 Penalty: 3704.880859
	Iteration 4Q: 3 clusters Score -1.142416e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -11427232.000000 Penalty: 3704.880859
	Iteration 5F: 3 clusters Score -1.142723e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -11431802.000000 Penalty: 3704.880859
	Iteration 6F: 3 clusters Score -1.14318e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -11437221.000000 Penalty: 3704.880859
	Iteration 7F: 3 clusters Score -1.143722e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -11442012.000000 Penalty: 3704.880859
	Iteration 8F: 3 clusters Score -1.144201e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -11445266.000000 Penalty: 3704.880859
	Iteration 9Q: 3 clusters Score -1.144527e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -11447188.000000 Penalty: 3704.880859
	Iteration 10Q: 3 clusters Score -1.144719e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -11448438.000000 Penalty: 3704.880859
	Iteration 11Q: 3 clusters Score -1.144844e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -11449199.000000 Penalty: 3704.880859
	Iteration 12Q: 3 clusters Score -1.14492e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -11449717.000000 Penalty: 3704.880859
	Iteration 13Q: 3 clusters Score -1.144972e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -11450012.000000 Penalty: 3704.880859
	Iteration 14Q: 3 clusters Score -1.145001e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -11450143.000000 Penalty: 3704.880859
	Iteration 15Q: 3 clusters Score -1.145014e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -11450222.000000 Penalty: 3704.880859
	Iteration 16Q: 3 clusters Score -1.145022e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11450286.000000 Penalty: 3704.880859
	Iteration 17Q: 3 clusters Score -1.145029e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -11450335.000000 Penalty: 3704.880859
	Iteration 18Q: 3 clusters Score -1.145034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -11450374.000000 Penalty: 3704.880859
	Iteration 19Q: 3 clusters Score -1.145037e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -11450386.000000 Penalty: 3704.880859
	Iteration 20F: 3 clusters Score -1.145039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -11450409.000000 Penalty: 3704.880859
	Iteration 21Q: 3 clusters Score -1.145041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -11450414.000000 Penalty: 3704.880859
	Iteration 22Q: 3 clusters Score -1.145041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -11450435.000000 Penalty: 3704.880859
	Iteration 23Q: 3 clusters Score -1.145044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11450449.000000 Penalty: 3704.880859
	Iteration 24Q: 3 clusters Score -1.145045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -11450443.000000 Penalty: 3704.880859
	Iteration 25Q: 3 clusters Score -1.145044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -11450443.000000 Penalty: 3704.880859
	Iteration 26Q: 3 clusters Score -1.145044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -11450451.000000 Penalty: 3704.880859
	Iteration 27Q: 3 clusters Score -1.145045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -11450451.000000 Penalty: 3704.880859
	Iteration 28F: 3 clusters Score -1.145045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 36450 members 
Mstep: Class 8 contains 67220 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 13 contains 78455 members 
Mstep: Class 14 contains 57643 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629516.000000 Penalty: 36216.003906
Iteration 439Q: 18 clusters Score -6.162952e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65898 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 67232 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 13 contains 78408 members 
Mstep: Class 14 contains 57633 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629528.000000 Penalty: 36216.003906
Iteration 440F: 18 clusters Score -6.162953e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65903 members 
Mstep: Class 7 contains 36445 members 
Mstep: Class 8 contains 67239 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 13 contains 78359 members 
Mstep: Class 14 contains 57632 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629528.000000 Penalty: 36216.003906
Iteration 441Q: 18 clusters Score -6.162953e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65905 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 67251 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 31136 members 
Mstep: Class 13 contains 78302 members 
Mstep: Class 14 contains 57624 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629488.000000 Penalty: 36216.003906
Iteration 442Q: 18 clusters Score -6.162949e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65905 members 
Mstep: Class 7 contains 36440 members 
Mstep: Class 8 contains 67256 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 31141 members 
Mstep: Class 13 contains 78246 members 
Mstep: Class 14 contains 57616 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629480.000000 Penalty: 36216.003906
Iteration 443Q: 18 clusters Score -6.162948e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65911 members 
Mstep: Class 7 contains 36440 members 
Mstep: Class 8 contains 67270 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 13 contains 78191 members 
Mstep: Class 14 contains 57608 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629560.000000 Penalty: 36216.003906
Iteration 444Q: 18 clusters Score -6.162956e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65915 members 
Mstep: Class 7 contains 36441 members 
Mstep: Class 8 contains 67278 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 22437 members 
Mstep: Class 12 contains 31154 members 
Mstep: Class 13 contains 78133 members 
Mstep: Class 14 contains 57603 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629564.000000 Penalty: 36216.003906
Iteration 445Q: 18 clusters Score -6.162956e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65921 members 
Mstep: Class 7 contains 36440 members 
Mstep: Class 8 contains 67283 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 31165 members 
Mstep: Class 13 contains 78078 members 
Mstep: Class 14 contains 57597 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629604.000000 Penalty: 36216.003906
Iteration 446Q: 18 clusters Score -6.16296e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65924 members 
Mstep: Class 7 contains 36442 members 
Mstep: Class 8 contains 67290 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22436 members 
Mstep: Class 12 contains 31176 members 
Mstep: Class 13 contains 78023 members 
Mstep: Class 14 contains 57592 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629528.000000 Penalty: 36216.003906
Iteration 447Q: 18 clusters Score -6.162953e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65922 members 
Mstep: Class 7 contains 36437 members 
Mstep: Class 8 contains 67300 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 22437 members 
Mstep: Class 12 contains 31190 members 
Mstep: Class 13 contains 77969 members 
Mstep: Class 14 contains 57584 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629560.000000 Penalty: 36216.003906
Iteration 448Q: 18 clusters Score -6.162956e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65928 members 
Mstep: Class 7 contains 36429 members 
Mstep: Class 8 contains 67311 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 22444 members 
Mstep: Class 12 contains 31205 members 
Mstep: Class 13 contains 77926 members 
Mstep: Class 14 contains 57575 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629548.000000 Penalty: 36216.003906
Iteration 449Q: 18 clusters Score -6.162955e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65934 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 67318 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 22447 members 
Mstep: Class 12 contains 31214 members 
Mstep: Class 13 contains 77894 members 
Mstep: Class 14 contains 57562 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629480.000000 Penalty: 36216.003906
Iteration 450Q: 18 clusters Score -6.162948e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 67326 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22448 members 
Mstep: Class 12 contains 31228 members 
Mstep: Class 13 contains 77863 members 
Mstep: Class 14 contains 57556 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629556.000000 Penalty: 36216.003906
Iteration 451Q: 18 clusters Score -6.162956e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 36426 members 
Mstep: Class 8 contains 67331 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22449 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 77827 members 
Mstep: Class 14 contains 57546 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629508.000000 Penalty: 36216.003906
Iteration 452Q: 18 clusters Score -6.162951e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65945 members 
Mstep: Class 7 contains 36426 members 
Mstep: Class 8 contains 67336 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22449 members 
Mstep: Class 12 contains 31246 members 
Mstep: Class 13 contains 77781 members 
Mstep: Class 14 contains 57536 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629540.000000 Penalty: 36216.003906
Iteration 453Q: 18 clusters Score -6.162954e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65946 members 
Mstep: Class 7 contains 36427 members 
Mstep: Class 8 contains 67340 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 31251 members 
Mstep: Class 13 contains 77744 members 
Mstep: Class 14 contains 57534 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629468.000000 Penalty: 36216.003906
Iteration 454Q: 18 clusters Score -6.162947e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65947 members 
Mstep: Class 7 contains 36426 members 
Mstep: Class 8 contains 67344 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 77702 members 
Mstep: Class 14 contains 57533 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629424.000000 Penalty: 36216.003906
Iteration 455Q: 18 clusters Score -6.162942e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65947 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 8 contains 67346 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22455 members 
Mstep: Class 12 contains 31262 members 
Mstep: Class 13 contains 77670 members 
Mstep: Class 14 contains 57535 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629472.000000 Penalty: 36216.003906
Iteration 456Q: 18 clusters Score -6.162947e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65945 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 8 contains 67345 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 31268 members 
Mstep: Class 13 contains 77643 members 
Mstep: Class 14 contains 57530 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629508.000000 Penalty: 36216.003906
Iteration 457Q: 18 clusters Score -6.162951e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 67350 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 77610 members 
Mstep: Class 14 contains 57533 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629492.000000 Penalty: 36216.003906
Iteration 458Q: 18 clusters Score -6.162949e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 36428 members 
Mstep: Class 8 contains 67354 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 77583 members 
Mstep: Class 14 contains 57531 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629528.000000 Penalty: 36216.003906
Iteration 459Q: 18 clusters Score -6.162953e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65946 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 67356 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 31286 members 
Mstep: Class 13 contains 77556 members 
Mstep: Class 14 contains 57532 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629540.000000 Penalty: 36216.003906
Iteration 460F: 18 clusters Score -6.162954e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65947 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67358 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 31294 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 57538 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629536.000000 Penalty: 36216.003906
Iteration 461Q: 18 clusters Score -6.162954e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65948 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67362 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 31302 members 
Mstep: Class 13 contains 77517 members 
Mstep: Class 14 contains 57540 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629464.000000 Penalty: 36216.003906
Iteration 462Q: 18 clusters Score -6.162946e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65945 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 67368 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22452 members 
Mstep: Class 12 contains 31305 members 
Mstep: Class 13 contains 77485 members 
Mstep: Class 14 contains 57538 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629456.000000 Penalty: 36216.003906
Iteration 463Q: 18 clusters Score -6.162946e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65948 members 
Mstep: Class 7 contains 36438 members 
Mstep: Class 8 contains 67376 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22453 members 
Mstep: Class 12 contains 31308 members 
Mstep: Class 13 contains 77444 members 
Mstep: Class 14 contains 57533 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629484.000000 Penalty: 36216.003906
Iteration 464Q: 18 clusters Score -6.162948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65947 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67383 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 31315 members 
Mstep: Class 13 contains 77404 members 
Mstep: Class 14 contains 57526 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629492.000000 Penalty: 36216.003906
Iteration 465Q: 18 clusters Score -6.162949e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65950 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67383 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22455 members 
Mstep: Class 12 contains 31319 members 
Mstep: Class 13 contains 77364 members 
Mstep: Class 14 contains 57526 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629536.000000 Penalty: 36216.003906
Iteration 466Q: 18 clusters Score -6.162954e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65952 members 
Mstep: Class 7 contains 36441 members 
Mstep: Class 8 contains 67372 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 31328 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 57522 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629476.000000 Penalty: 36216.003906
Iteration 467Q: 18 clusters Score -6.162948e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65957 members 
Mstep: Class 7 contains 36444 members 
Mstep: Class 8 contains 67366 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 31333 members 
Mstep: Class 13 contains 77314 members 
Mstep: Class 14 contains 57524 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629496.000000 Penalty: 36216.003906
Iteration 468Q: 18 clusters Score -6.16295e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65959 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67365 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 31338 members 
Mstep: Class 13 contains 77297 members 
Mstep: Class 14 contains 57529 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629464.000000 Penalty: 36216.003906
Iteration 469Q: 18 clusters Score -6.162946e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65966 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 67365 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31344 members 
Mstep: Class 13 contains 77295 members 
Mstep: Class 14 contains 57522 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629456.000000 Penalty: 36216.003906
Iteration 470Q: 18 clusters Score -6.162946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65976 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 67368 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31351 members 
Mstep: Class 13 contains 77285 members 
Mstep: Class 14 contains 57511 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629500.000000 Penalty: 36216.003906
Iteration 471Q: 18 clusters Score -6.16295e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65981 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 67371 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31359 members 
Mstep: Class 13 contains 77286 members 
Mstep: Class 14 contains 57502 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629452.000000 Penalty: 36216.003906
Iteration 472Q: 18 clusters Score -6.162945e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65985 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 67375 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 31367 members 
Mstep: Class 13 contains 77280 members 
Mstep: Class 14 contains 57498 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629444.000000 Penalty: 36216.003906
Iteration 473Q: 18 clusters Score -6.162944e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65986 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 67380 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 31371 members 
Mstep: Class 13 contains 77256 members 
Mstep: Class 14 contains 57489 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629476.000000 Penalty: 36216.003906
Iteration 474Q: 18 clusters Score -6.162948e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 65992 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 67386 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31380 members 
Mstep: Class 13 contains 77248 members 
Mstep: Class 14 contains 57475 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629484.000000 Penalty: 36216.003906
Iteration 475Q: 18 clusters Score -6.162948e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66000 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 67394 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 31384 members 
Mstep: Class 13 contains 77243 members 
Mstep: Class 14 contains 57463 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629476.000000 Penalty: 36216.003906
Iteration 476Q: 18 clusters Score -6.162948e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66005 members 
Mstep: Class 7 contains 36437 members 
Mstep: Class 8 contains 67395 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 31386 members 
Mstep: Class 13 contains 77246 members 
Mstep: Class 14 contains 57450 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629444.000000 Penalty: 36216.003906
Iteration 477Q: 18 clusters Score -6.162944e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66013 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31392 members 
Mstep: Class 13 contains 77237 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629516.000000 Penalty: 36216.003906
Iteration 478Q: 18 clusters Score -6.162952e+07 nChanged 91
Entering ConstructFrom: 
Score: -61629516.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (32161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Entering Unmasked Estep 
Score: -4114221.000000 Penalty: 1686.507812
	Iteration 0F: 2 clusters Score -4114221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4092489.250000 Penalty: 3373.015625
	Iteration 0F: 3 clusters Score -4092489 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4100675.500000 Penalty: 3373.015625
	Iteration 1F: 3 clusters Score -4100676 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4101036.750000 Penalty: 3373.015625
	Iteration 2Q: 3 clusters Score -4101037 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4101376.500000 Penalty: 3373.015625
	Iteration 3Q: 3 clusters Score -4101376 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4101756.750000 Penalty: 3373.015625
	Iteration 4Q: 3 clusters Score -4101757 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -4102240.500000 Penalty: 3373.015625
	Iteration 5Q: 3 clusters Score -4102240 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4102801.750000 Penalty: 3373.015625
	Iteration 6Q: 3 clusters Score -4102802 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4103509.250000 Penalty: 3373.015625
	Iteration 7Q: 3 clusters Score -4103509 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4104364.000000 Penalty: 3373.015625
	Iteration 8Q: 3 clusters Score -4104364 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4105270.000000 Penalty: 3373.015625
	Iteration 9Q: 3 clusters Score -4105270 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4106194.750000 Penalty: 3373.015625
	Iteration 10Q: 3 clusters Score -4106195 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4107060.750000 Penalty: 3373.015625
	Iteration 11Q: 3 clusters Score -4107061 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4107806.500000 Penalty: 3373.015625
	Iteration 12Q: 3 clusters Score -4107806 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4108461.500000 Penalty: 3373.015625
	Iteration 13Q: 3 clusters Score -4108462 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4109024.000000 Penalty: 3373.015625
	Iteration 14Q: 3 clusters Score -4109024 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4109458.500000 Penalty: 3373.015625
	Iteration 15Q: 3 clusters Score -4109458 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4109862.750000 Penalty: 3373.015625
	Iteration 16Q: 3 clusters Score -4109863 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4110182.250000 Penalty: 3373.015625
	Iteration 17Q: 3 clusters Score -4110182 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4110460.250000 Penalty: 3373.015625
	Iteration 18Q: 3 clusters Score -4110460 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -4110670.750000 Penalty: 3373.015625
	Iteration 19Q: 3 clusters Score -4110671 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4110869.500000 Penalty: 3373.015625
	Iteration 20F: 3 clusters Score -4110870 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4111075.000000 Penalty: 3373.015625
	Iteration 21Q: 3 clusters Score -4111075 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4111243.000000 Penalty: 3373.015625
	Iteration 22Q: 3 clusters Score -4111243 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4111412.250000 Penalty: 3373.015625
	Iteration 23Q: 3 clusters Score -4111412 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4111557.500000 Penalty: 3373.015625
	Iteration 24Q: 3 clusters Score -4111558 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4111712.500000 Penalty: 3373.015625
	Iteration 25Q: 3 clusters Score -4111712 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4111839.500000 Penalty: 3373.015625
	Iteration 26Q: 3 clusters Score -4111840 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4111967.250000 Penalty: 3373.015625
	Iteration 27Q: 3 clusters Score -4111967 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4112097.000000 Penalty: 3373.015625
	Iteration 28Q: 3 clusters Score -4112097 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4112221.750000 Penalty: 3373.015625
	Iteration 29Q: 3 clusters Score -4112222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4112320.250000 Penalty: 3373.015625
	Iteration 30Q: 3 clusters Score -4112320 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4112419.500000 Penalty: 3373.015625
	Iteration 31Q: 3 clusters Score -4112420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4112482.250000 Penalty: 3373.015625
	Iteration 32Q: 3 clusters Score -4112482 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4112555.750000 Penalty: 3373.015625
	Iteration 33Q: 3 clusters Score -4112556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4112600.000000 Penalty: 3373.015625
	Iteration 34Q: 3 clusters Score -4112600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4112641.500000 Penalty: 3373.015625
	Iteration 35Q: 3 clusters Score -4112642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4112675.250000 Penalty: 3373.015625
	Iteration 36Q: 3 clusters Score -4112675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4112692.250000 Penalty: 3373.015625
	Iteration 37Q: 3 clusters Score -4112692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4112697.500000 Penalty: 3373.015625
	Iteration 38Q: 3 clusters Score -4112698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4112714.500000 Penalty: 3373.015625
	Iteration 39Q: 3 clusters Score -4112714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4112717.000000 Penalty: 3373.015625
	Iteration 40F: 3 clusters Score -4112717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4112723.000000 Penalty: 3373.015625
	Iteration 41Q: 3 clusters Score -4112723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4112738.500000 Penalty: 3373.015625
	Iteration 42Q: 3 clusters Score -4112738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4112743.250000 Penalty: 3373.015625
	Iteration 43Q: 3 clusters Score -4112743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4112754.750000 Penalty: 3373.015625
	Iteration 44Q: 3 clusters Score -4112755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4112766.750000 Penalty: 3373.015625
	Iteration 45Q: 3 clusters Score -4112767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4112767.250000 Penalty: 3373.015625
	Iteration 46Q: 3 clusters Score -4112767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4112779.000000 Penalty: 3373.015625
	Iteration 47Q: 3 clusters Score -4112779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4112789.750000 Penalty: 3373.015625
	Iteration 48Q: 3 clusters Score -4112790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4112790.000000 Penalty: 3373.015625
	Iteration 49Q: 3 clusters Score -4112790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4112800.750000 Penalty: 3373.015625
	Iteration 50Q: 3 clusters Score -4112801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4112802.750000 Penalty: 3373.015625
	Iteration 51Q: 3 clusters Score -4112803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4112802.000000 Penalty: 3373.015625
	Iteration 52Q: 3 clusters Score -4112802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4112805.250000 Penalty: 3373.015625
	Iteration 53Q: 3 clusters Score -4112805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4112803.250000 Penalty: 3373.015625
	Iteration 54Q: 3 clusters Score -4112803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4112811.750000 Penalty: 3373.015625
	Iteration 55Q: 3 clusters Score -4112812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4112821.000000 Penalty: 3373.015625
	Iteration 56Q: 3 clusters Score -4112821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4112821.250000 Penalty: 3373.015625
	Iteration 57Q: 3 clusters Score -4112821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4112823.500000 Penalty: 3373.015625
	Iteration 58Q: 3 clusters Score -4112824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4112825.500000 Penalty: 3373.015625
	Iteration 59Q: 3 clusters Score -4112826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4112828.500000 Penalty: 3373.015625
	Iteration 60F: 3 clusters Score -4112828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4112834.500000 Penalty: 3373.015625
	Iteration 61Q: 3 clusters Score -4112834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4112836.250000 Penalty: 3373.015625
	Iteration 62Q: 3 clusters Score -4112836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4112835.250000 Penalty: 3373.015625
	Iteration 63Q: 3 clusters Score -4112835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4112835.000000 Penalty: 3373.015625
	Iteration 64Q: 3 clusters Score -4112835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4112834.250000 Penalty: 3373.015625
	Iteration 65Q: 3 clusters Score -4112834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4112833.250000 Penalty: 3373.015625
	Iteration 66Q: 3 clusters Score -4112833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4112833.250000 Penalty: 3373.015625
	Iteration 67F: 3 clusters Score -4112833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -510217.781250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -510217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506641.875000 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -506641.9 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -507659.687500 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -507659.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -507905.625000 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -507905.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -508102.968750 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -508103 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -508288.500000 Penalty: 2723.051514
	Iteration 4F: 3 clusters Score -508288.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -508445.625000 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -508445.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -508598.906250 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -508598.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -508744.593750 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -508744.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -508853.156250 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -508853.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -508961.750000 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -508961.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -509036.093750 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -509036.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -509089.906250 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -509089.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -509117.718750 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -509117.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -509137.250000 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -509137.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -509151.500000 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -509151.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -509162.562500 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -509162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -509168.687500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -509168.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -509176.656250 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -509176.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -509183.000000 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -509183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -509189.093750 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -509189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -509192.750000 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -509192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -509195.031250 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -509195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -509198.093750 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -509198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -509199.812500 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -509199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -509202.531250 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -509202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -509203.250000 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -509203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -509204.687500 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -509204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -509205.250000 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -509205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -509205.500000 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -509205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -509205.406250 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -509205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -509205.625000 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -509205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -509205.625000 Penalty: 2723.051514
	Iteration 31F: 3 clusters Score -509205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -129354.664062 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -129354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127857.843750 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -127857.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128139.929688 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -128139.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128280.054688 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -128280.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128375.257812 Penalty: 2272.431396
	Iteration 3F: 3 clusters Score -128375.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128457.851562 Penalty: 2272.431396
	Iteration 4F: 3 clusters Score -128457.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128527.171875 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -128527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -128573.445312 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -128573.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128602.468750 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -128602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128610.515625 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -128610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128613.492188 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -128613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -128615.109375 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -128615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128617.140625 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -128617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128618.359375 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -128618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128619.109375 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -128619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128619.468750 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -128619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128620.593750 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -128620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128623.304688 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -128623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128628.546875 Penalty: 2272.431396
	Iteration 17Q: 3 clusters Score -128628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -128631.265625 Penalty: 2272.431396
	Iteration 18Q: 3 clusters Score -128631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128634.085938 Penalty: 2272.431396
	Iteration 19Q: 3 clusters Score -128634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -128635.226562 Penalty: 2272.431396
	Iteration 20F: 3 clusters Score -128635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -128637.015625 Penalty: 2272.431396
	Iteration 21Q: 3 clusters Score -128637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -128637.015625 Penalty: 2272.431396
	Iteration 22F: 3 clusters Score -128637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -628548.375000 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -628548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -624527.437500 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -624527.4 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -625628.437500 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -625628.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -625833.812500 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -625833.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -625991.500000 Penalty: 2767.241943
	Iteration 3F: 3 clusters Score -625991.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -626136.750000 Penalty: 2767.241943
	Iteration 4F: 3 clusters Score -626136.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -626299.062500 Penalty: 2767.241943
	Iteration 5Q: 3 clusters Score -626299.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -626494.000000 Penalty: 2767.241943
	Iteration 6Q: 3 clusters Score -626494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -626700.562500 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -626700.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -626895.937500 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -626895.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -627030.937500 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -627030.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -627139.312500 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -627139.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -627223.375000 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -627223.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -627285.375000 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -627285.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -627338.312500 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -627338.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -627380.937500 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -627380.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -627406.500000 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -627406.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -627427.312500 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -627427.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -627445.375000 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -627445.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -627458.750000 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -627458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -627467.625000 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -627467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -627476.062500 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -627476.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -627486.312500 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -627486.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -627493.437500 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -627493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -627500.125000 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -627500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -627503.062500 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -627503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -627506.687500 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -627506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -627510.625000 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -627510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -627515.000000 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -627515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -627519.062500 Penalty: 2767.241943
	Iteration 28Q: 3 clusters Score -627519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -627523.312500 Penalty: 2767.241943
	Iteration 29Q: 3 clusters Score -627523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -627531.437500 Penalty: 2767.241943
	Iteration 30Q: 3 clusters Score -627531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -627534.500000 Penalty: 2767.241943
	Iteration 31Q: 3 clusters Score -627534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -627538.062500 Penalty: 2767.241943
	Iteration 32Q: 3 clusters Score -627538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -627539.000000 Penalty: 2767.241943
	Iteration 33Q: 3 clusters Score -627539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -627540.937500 Penalty: 2767.241943
	Iteration 34Q: 3 clusters Score -627540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -627544.437500 Penalty: 2767.241943
	Iteration 35Q: 3 clusters Score -627544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -627544.062500 Penalty: 2767.241943
	Iteration 36Q: 3 clusters Score -627544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -627544.625000 Penalty: 2767.241943
	Iteration 37Q: 3 clusters Score -627544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -627546.562500 Penalty: 2767.241943
	Iteration 38Q: 3 clusters Score -627546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -627549.375000 Penalty: 2767.241943
	Iteration 39Q: 3 clusters Score -627549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -627551.000000 Penalty: 2767.241943
	Iteration 40F: 3 clusters Score -627551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -627552.062500 Penalty: 2767.241943
	Iteration 41Q: 3 clusters Score -627552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -627550.750000 Penalty: 2767.241943
	Iteration 42Q: 3 clusters Score -627550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -627550.750000 Penalty: 2767.241943
	Iteration 43F: 3 clusters Score -627550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50258.343750 Penalty: 1013.091736
	Iteration 0F: 2 clusters Score -50258.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49323.683594 Penalty: 2026.183472
	Iteration 0F: 3 clusters Score -49323.68 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49542.656250 Penalty: 2026.183472
	Iteration 1F: 3 clusters Score -49542.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49654.304688 Penalty: 2026.183472
	Iteration 2F: 3 clusters Score -49654.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49828.730469 Penalty: 2026.183472
	Iteration 3F: 3 clusters Score -49828.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49966.269531 Penalty: 2026.183472
	Iteration 4F: 3 clusters Score -49966.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50052.789062 Penalty: 2026.183472
	Iteration 5F: 3 clusters Score -50052.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50156.539062 Penalty: 2026.183472
	Iteration 6Q: 3 clusters Score -50156.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50227.246094 Penalty: 2026.183472
	Iteration 7Q: 3 clusters Score -50227.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50275.468750 Penalty: 2026.183472
	Iteration 8Q: 3 clusters Score -50275.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50284.601562 Penalty: 2026.183472
	Iteration 9Q: 3 clusters Score -50284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50285.144531 Penalty: 2026.183472
	Iteration 10Q: 3 clusters Score -50285.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50285.144531 Penalty: 2026.183472
	Iteration 11F: 3 clusters Score -50285.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 353 members 
Mstep: Class 6 contains 66017 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31396 members 
Mstep: Class 13 contains 77245 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89947 members 
Mstep: Class 18 contains 157 members 
Entering Unmasked Estep 
Score: -61628428.000000 Penalty: 38346.355469
Splitting cluster 5 changes total score from -61629516.000000 to -61628428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (66017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Entering Unmasked Estep 
Score: -8408924.000000 Penalty: 1803.370972
	Iteration 0F: 2 clusters Score -8408924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -8365094.000000 Penalty: 3606.741943
	Iteration 0F: 3 clusters Score -8365094 nChanged 31307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -8383246.500000 Penalty: 3606.741943
	Iteration 1F: 3 clusters Score -8383246 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -8383949.500000 Penalty: 3606.741943
	Iteration 2Q: 3 clusters Score -8383950 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -8384858.500000 Penalty: 3606.741943
	Iteration 3Q: 3 clusters Score -8384858 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -8386120.500000 Penalty: 3606.741943
	Iteration 4Q: 3 clusters Score -8386120 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8387943.500000 Penalty: 3606.741943
	Iteration 5F: 3 clusters Score -8387944 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -8390566.000000 Penalty: 3606.741943
	Iteration 6F: 3 clusters Score -8390566 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -8393797.000000 Penalty: 3606.741943
	Iteration 7F: 3 clusters Score -8393797 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -8397614.000000 Penalty: 3606.741943
	Iteration 8F: 3 clusters Score -8397614 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -8401258.000000 Penalty: 3606.741943
	Iteration 9F: 3 clusters Score -8401258 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8404164.000000 Penalty: 3606.741943
	Iteration 10Q: 3 clusters Score -8404164 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8405833.000000 Penalty: 3606.741943
	Iteration 11Q: 3 clusters Score -8405833 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8406572.000000 Penalty: 3606.741943
	Iteration 12Q: 3 clusters Score -8406572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8406962.000000 Penalty: 3606.741943
	Iteration 13Q: 3 clusters Score -8406962 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8407173.000000 Penalty: 3606.741943
	Iteration 14Q: 3 clusters Score -8407173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8407268.000000 Penalty: 3606.741943
	Iteration 15Q: 3 clusters Score -8407268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8407301.000000 Penalty: 3606.741943
	Iteration 16Q: 3 clusters Score -8407301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8407308.000000 Penalty: 3606.741943
	Iteration 17Q: 3 clusters Score -8407308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8407322.000000 Penalty: 3606.741943
	Iteration 18Q: 3 clusters Score -8407322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8407326.000000 Penalty: 3606.741943
	Iteration 19Q: 3 clusters Score -8407326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8407325.000000 Penalty: 3606.741943
	Iteration 20F: 3 clusters Score -8407325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8407325.000000 Penalty: 3606.741943
	Iteration 21Q: 3 clusters Score -8407325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8407324.000000 Penalty: 3606.741943
	Iteration 22Q: 3 clusters Score -8407324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8407327.000000 Penalty: 3606.741943
	Iteration 23Q: 3 clusters Score -8407327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8407333.000000 Penalty: 3606.741943
	Iteration 24Q: 3 clusters Score -8407333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8407339.000000 Penalty: 3606.741943
	Iteration 25Q: 3 clusters Score -8407339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8407349.000000 Penalty: 3606.741943
	Iteration 26Q: 3 clusters Score -8407349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8407354.000000 Penalty: 3606.741943
	Iteration 27Q: 3 clusters Score -8407354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8407354.000000 Penalty: 3606.741943
	Iteration 28F: 3 clusters Score -8407354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Entering Unmasked Estep 
Score: -4455558.000000 Penalty: 1706.801758
	Iteration 0F: 2 clusters Score -4455558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4431048.000000 Penalty: 3413.603516
	Iteration 0F: 3 clusters Score -4431048 nChanged 16963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4440468.000000 Penalty: 3413.603516
	Iteration 1F: 3 clusters Score -4440468 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4441074.000000 Penalty: 3413.603516
	Iteration 2Q: 3 clusters Score -4441074 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4441946.500000 Penalty: 3413.603516
	Iteration 3F: 3 clusters Score -4441946 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4443178.500000 Penalty: 3413.603516
	Iteration 4F: 3 clusters Score -4443178 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4444930.500000 Penalty: 3413.603516
	Iteration 5F: 3 clusters Score -4444930 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4447197.000000 Penalty: 3413.603516
	Iteration 6F: 3 clusters Score -4447197 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4449743.500000 Penalty: 3413.603516
	Iteration 7F: 3 clusters Score -4449744 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4451891.500000 Penalty: 3413.603516
	Iteration 8F: 3 clusters Score -4451892 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4453100.500000 Penalty: 3413.603516
	Iteration 9Q: 3 clusters Score -4453100 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4453622.000000 Penalty: 3413.603516
	Iteration 10Q: 3 clusters Score -4453622 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4453858.500000 Penalty: 3413.603516
	Iteration 11Q: 3 clusters Score -4453858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4453957.000000 Penalty: 3413.603516
	Iteration 12Q: 3 clusters Score -4453957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4454000.500000 Penalty: 3413.603516
	Iteration 13Q: 3 clusters Score -4454000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4454035.000000 Penalty: 3413.603516
	Iteration 14Q: 3 clusters Score -4454035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4454058.000000 Penalty: 3413.603516
	Iteration 15Q: 3 clusters Score -4454058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4454060.500000 Penalty: 3413.603516
	Iteration 16Q: 3 clusters Score -4454060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4454063.500000 Penalty: 3413.603516
	Iteration 17Q: 3 clusters Score -4454064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4454070.500000 Penalty: 3413.603516
	Iteration 18Q: 3 clusters Score -4454070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4454074.500000 Penalty: 3413.603516
	Iteration 19Q: 3 clusters Score -4454074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4454071.500000 Penalty: 3413.603516
	Iteration 20F: 3 clusters Score -4454072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Entering Unmasked Estep 
Score: -8630052.000000 Penalty: 1806.730347
	Iteration 0F: 2 clusters Score -8630052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -8585898.000000 Penalty: 3613.460693
	Iteration 0F: 3 clusters Score -8585898 nChanged 31844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -8604140.000000 Penalty: 3613.460693
	Iteration 1F: 3 clusters Score -8604140 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -8604572.000000 Penalty: 3613.460693
	Iteration 2Q: 3 clusters Score -8604572 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -8605043.000000 Penalty: 3613.460693
	Iteration 3Q: 3 clusters Score -8605043 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8605471.000000 Penalty: 3613.460693
	Iteration 4Q: 3 clusters Score -8605471 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -8605919.000000 Penalty: 3613.460693
	Iteration 5Q: 3 clusters Score -8605919 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -8606449.000000 Penalty: 3613.460693
	Iteration 6Q: 3 clusters Score -8606449 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8607182.000000 Penalty: 3613.460693
	Iteration 7Q: 3 clusters Score -8607182 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -8608356.000000 Penalty: 3613.460693
	Iteration 8Q: 3 clusters Score -8608356 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -8610256.000000 Penalty: 3613.460693
	Iteration 9Q: 3 clusters Score -8610256 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8612680.000000 Penalty: 3613.460693
	Iteration 10F: 3 clusters Score -8612680 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8615652.000000 Penalty: 3613.460693
	Iteration 11F: 3 clusters Score -8615652 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8618151.000000 Penalty: 3613.460693
	Iteration 12F: 3 clusters Score -8618151 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8619884.000000 Penalty: 3613.460693
	Iteration 13Q: 3 clusters Score -8619884 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -8621184.000000 Penalty: 3613.460693
	Iteration 14Q: 3 clusters Score -8621184 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8621959.000000 Penalty: 3613.460693
	Iteration 15Q: 3 clusters Score -8621959 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -8622612.000000 Penalty: 3613.460693
	Iteration 16Q: 3 clusters Score -8622612 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8623184.000000 Penalty: 3613.460693
	Iteration 17Q: 3 clusters Score -8623184 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8623713.000000 Penalty: 3613.460693
	Iteration 18Q: 3 clusters Score -8623713 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -8624204.000000 Penalty: 3613.460693
	Iteration 19Q: 3 clusters Score -8624204 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8624677.000000 Penalty: 3613.460693
	Iteration 20F: 3 clusters Score -8624677 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8625150.000000 Penalty: 3613.460693
	Iteration 21Q: 3 clusters Score -8625150 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -8625599.000000 Penalty: 3613.460693
	Iteration 22Q: 3 clusters Score -8625599 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8625995.000000 Penalty: 3613.460693
	Iteration 23Q: 3 clusters Score -8625995 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8626383.000000 Penalty: 3613.460693
	Iteration 24Q: 3 clusters Score -8626383 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8626735.000000 Penalty: 3613.460693
	Iteration 25Q: 3 clusters Score -8626735 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8627107.000000 Penalty: 3613.460693
	Iteration 26Q: 3 clusters Score -8627107 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8627398.000000 Penalty: 3613.460693
	Iteration 27Q: 3 clusters Score -8627398 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8627668.000000 Penalty: 3613.460693
	Iteration 28Q: 3 clusters Score -8627668 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8627880.000000 Penalty: 3613.460693
	Iteration 29Q: 3 clusters Score -8627880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8628031.000000 Penalty: 3613.460693
	Iteration 30Q: 3 clusters Score -8628031 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8628148.000000 Penalty: 3613.460693
	Iteration 31Q: 3 clusters Score -8628148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8628194.000000 Penalty: 3613.460693
	Iteration 32Q: 3 clusters Score -8628194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8628246.000000 Penalty: 3613.460693
	Iteration 33Q: 3 clusters Score -8628246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8628301.000000 Penalty: 3613.460693
	Iteration 34Q: 3 clusters Score -8628301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8628334.000000 Penalty: 3613.460693
	Iteration 35Q: 3 clusters Score -8628334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8628355.000000 Penalty: 3613.460693
	Iteration 36Q: 3 clusters Score -8628355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8628382.000000 Penalty: 3613.460693
	Iteration 37Q: 3 clusters Score -8628382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8628417.000000 Penalty: 3613.460693
	Iteration 38Q: 3 clusters Score -8628417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8628447.000000 Penalty: 3613.460693
	Iteration 39Q: 3 clusters Score -8628447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8628464.000000 Penalty: 3613.460693
	Iteration 40F: 3 clusters Score -8628464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8628472.000000 Penalty: 3613.460693
	Iteration 41Q: 3 clusters Score -8628472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8628479.000000 Penalty: 3613.460693
	Iteration 42Q: 3 clusters Score -8628479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8628482.000000 Penalty: 3613.460693
	Iteration 43Q: 3 clusters Score -8628482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8628484.000000 Penalty: 3613.460693
	Iteration 44Q: 3 clusters Score -8628484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8628484.000000 Penalty: 3613.460693
	Iteration 45F: 3 clusters Score -8628484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -21676.218750 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -21676.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21002.708984 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -21002.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21362.310547 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -21362.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21625.023438 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -21625.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21724.908203 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -21724.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21779.746094 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -21779.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21844.339844 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -21844.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21889.173828 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -21889.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21983.195312 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -21983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22011.566406 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -22011.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22026.033203 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -22026.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22034.798828 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -22034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22058.496094 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -22058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22064.537109 Penalty: 1870.616211
	Iteration 12Q: 3 clusters Score -22064.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22072.326172 Penalty: 1870.616211
	Iteration 13Q: 3 clusters Score -22072.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22079.902344 Penalty: 1870.616211
	Iteration 14Q: 3 clusters Score -22079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22081.585938 Penalty: 1870.616211
	Iteration 15Q: 3 clusters Score -22081.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22123.591797 Penalty: 1870.616211
	Iteration 16F: 3 clusters Score -22123.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22221.583984 Penalty: 1870.616211
	Iteration 17Q: 3 clusters Score -22221.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22276.957031 Penalty: 1870.616211
	Iteration 18Q: 3 clusters Score -22276.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22281.861328 Penalty: 1870.616211
	Iteration 19Q: 3 clusters Score -22281.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22281.861328 Penalty: 1870.616211
	Iteration 20F: 3 clusters Score -22281.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66017 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 134 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31396 members 
Mstep: Class 13 contains 77245 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89947 members 
Mstep: Class 18 contains 182 members 
Entering Unmasked Estep 
Score: -61628884.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61629516.000000 to -61628884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -119329.515625 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -119329.5 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 498 members 
Entering Unmasked Estep 
Score: -117915.554688 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -117915.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118134.679688 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -118134.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118202.523438 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -118202.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118245.187500 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -118245.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118268.664062 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -118268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118277.976562 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -118278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118283.390625 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -118283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118289.023438 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -118289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118291.328125 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -118291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118292.335938 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -118292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118292.921875 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -118292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118292.921875 Penalty: 2230.056152
	Iteration 11F: 3 clusters Score -118292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Entering Unmasked Estep 
Score: -2851697.000000 Penalty: 1628.160034
	Iteration 0F: 2 clusters Score -2851697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2836446.750000 Penalty: 3256.320068
	Iteration 0F: 3 clusters Score -2836447 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2841890.500000 Penalty: 3256.320068
	Iteration 1F: 3 clusters Score -2841890 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2842168.750000 Penalty: 3256.320068
	Iteration 2Q: 3 clusters Score -2842169 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2842421.250000 Penalty: 3256.320068
	Iteration 3Q: 3 clusters Score -2842421 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2842662.750000 Penalty: 3256.320068
	Iteration 4Q: 3 clusters Score -2842663 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2842932.750000 Penalty: 3256.320068
	Iteration 5Q: 3 clusters Score -2842933 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2843288.000000 Penalty: 3256.320068
	Iteration 6Q: 3 clusters Score -2843288 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2843764.000000 Penalty: 3256.320068
	Iteration 7Q: 3 clusters Score -2843764 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2844372.250000 Penalty: 3256.320068
	Iteration 8Q: 3 clusters Score -2844372 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2845239.750000 Penalty: 3256.320068
	Iteration 9F: 3 clusters Score -2845240 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2846217.500000 Penalty: 3256.320068
	Iteration 10F: 3 clusters Score -2846218 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2847252.250000 Penalty: 3256.320068
	Iteration 11F: 3 clusters Score -2847252 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2848202.500000 Penalty: 3256.320068
	Iteration 12F: 3 clusters Score -2848202 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2848865.750000 Penalty: 3256.320068
	Iteration 13Q: 3 clusters Score -2848866 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2849395.750000 Penalty: 3256.320068
	Iteration 14Q: 3 clusters Score -2849396 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2849748.500000 Penalty: 3256.320068
	Iteration 15Q: 3 clusters Score -2849748 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2849942.250000 Penalty: 3256.320068
	Iteration 16Q: 3 clusters Score -2849942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2850058.000000 Penalty: 3256.320068
	Iteration 17Q: 3 clusters Score -2850058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2850124.500000 Penalty: 3256.320068
	Iteration 18Q: 3 clusters Score -2850124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2850174.500000 Penalty: 3256.320068
	Iteration 19Q: 3 clusters Score -2850174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2850205.750000 Penalty: 3256.320068
	Iteration 20F: 3 clusters Score -2850206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2850221.250000 Penalty: 3256.320068
	Iteration 21Q: 3 clusters Score -2850221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2850234.500000 Penalty: 3256.320068
	Iteration 22Q: 3 clusters Score -2850234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2850244.500000 Penalty: 3256.320068
	Iteration 23Q: 3 clusters Score -2850244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2850254.000000 Penalty: 3256.320068
	Iteration 24Q: 3 clusters Score -2850254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2850265.750000 Penalty: 3256.320068
	Iteration 25Q: 3 clusters Score -2850266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2850268.250000 Penalty: 3256.320068
	Iteration 26Q: 3 clusters Score -2850268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2850265.250000 Penalty: 3256.320068
	Iteration 27Q: 3 clusters Score -2850265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2850265.250000 Penalty: 3256.320068
	Iteration 28F: 3 clusters Score -2850265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Entering Unmasked Estep 
Score: -3999413.750000 Penalty: 1682.595825
	Iteration 0F: 2 clusters Score -3999414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3978448.750000 Penalty: 3365.191650
	Iteration 0F: 3 clusters Score -3978449 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3986338.750000 Penalty: 3365.191650
	Iteration 1F: 3 clusters Score -3986339 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3986656.250000 Penalty: 3365.191650
	Iteration 2Q: 3 clusters Score -3986656 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3986905.250000 Penalty: 3365.191650
	Iteration 3Q: 3 clusters Score -3986905 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3987128.750000 Penalty: 3365.191650
	Iteration 4Q: 3 clusters Score -3987129 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3987362.000000 Penalty: 3365.191650
	Iteration 5Q: 3 clusters Score -3987362 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3987615.500000 Penalty: 3365.191650
	Iteration 6Q: 3 clusters Score -3987616 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3987921.250000 Penalty: 3365.191650
	Iteration 7Q: 3 clusters Score -3987921 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3988273.000000 Penalty: 3365.191650
	Iteration 8Q: 3 clusters Score -3988273 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3988769.250000 Penalty: 3365.191650
	Iteration 9Q: 3 clusters Score -3988769 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3989466.500000 Penalty: 3365.191650
	Iteration 10Q: 3 clusters Score -3989466 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3990510.000000 Penalty: 3365.191650
	Iteration 11F: 3 clusters Score -3990510 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3991711.750000 Penalty: 3365.191650
	Iteration 12F: 3 clusters Score -3991712 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3992908.000000 Penalty: 3365.191650
	Iteration 13F: 3 clusters Score -3992908 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3993805.750000 Penalty: 3365.191650
	Iteration 14Q: 3 clusters Score -3993806 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3994342.000000 Penalty: 3365.191650
	Iteration 15Q: 3 clusters Score -3994342 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3994671.000000 Penalty: 3365.191650
	Iteration 16Q: 3 clusters Score -3994671 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3994949.250000 Penalty: 3365.191650
	Iteration 17Q: 3 clusters Score -3994949 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3995252.000000 Penalty: 3365.191650
	Iteration 18Q: 3 clusters Score -3995252 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3995616.000000 Penalty: 3365.191650
	Iteration 19Q: 3 clusters Score -3995616 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3995995.250000 Penalty: 3365.191650
	Iteration 20F: 3 clusters Score -3995995 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3996324.250000 Penalty: 3365.191650
	Iteration 21Q: 3 clusters Score -3996324 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3996559.250000 Penalty: 3365.191650
	Iteration 22Q: 3 clusters Score -3996559 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3996673.500000 Penalty: 3365.191650
	Iteration 23Q: 3 clusters Score -3996674 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3996762.500000 Penalty: 3365.191650
	Iteration 24Q: 3 clusters Score -3996762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3996840.000000 Penalty: 3365.191650
	Iteration 25Q: 3 clusters Score -3996840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3996887.000000 Penalty: 3365.191650
	Iteration 26Q: 3 clusters Score -3996887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3996897.500000 Penalty: 3365.191650
	Iteration 27Q: 3 clusters Score -3996898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3996911.000000 Penalty: 3365.191650
	Iteration 28Q: 3 clusters Score -3996911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3996926.750000 Penalty: 3365.191650
	Iteration 29Q: 3 clusters Score -3996927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3996935.500000 Penalty: 3365.191650
	Iteration 30Q: 3 clusters Score -3996936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3996934.500000 Penalty: 3365.191650
	Iteration 31Q: 3 clusters Score -3996934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3996947.750000 Penalty: 3365.191650
	Iteration 32Q: 3 clusters Score -3996948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3996950.500000 Penalty: 3365.191650
	Iteration 33Q: 3 clusters Score -3996950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3996955.250000 Penalty: 3365.191650
	Iteration 34Q: 3 clusters Score -3996955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3996955.000000 Penalty: 3365.191650
	Iteration 35Q: 3 clusters Score -3996955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3996956.000000 Penalty: 3365.191650
	Iteration 36Q: 3 clusters Score -3996956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3996952.500000 Penalty: 3365.191650
	Iteration 37Q: 3 clusters Score -3996952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3996958.250000 Penalty: 3365.191650
	Iteration 38Q: 3 clusters Score -3996958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3996950.750000 Penalty: 3365.191650
	Iteration 39Q: 3 clusters Score -3996951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3996953.500000 Penalty: 3365.191650
	Iteration 40F: 3 clusters Score -3996954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3996956.750000 Penalty: 3365.191650
	Iteration 41Q: 3 clusters Score -3996957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3996960.500000 Penalty: 3365.191650
	Iteration 42Q: 3 clusters Score -3996960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3996956.000000 Penalty: 3365.191650
	Iteration 43Q: 3 clusters Score -3996956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3996957.500000 Penalty: 3365.191650
	Iteration 44Q: 3 clusters Score -3996958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3996958.500000 Penalty: 3365.191650
	Iteration 45Q: 3 clusters Score -3996958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3996965.500000 Penalty: 3365.191650
	Iteration 46Q: 3 clusters Score -3996966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3996967.000000 Penalty: 3365.191650
	Iteration 47Q: 3 clusters Score -3996967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3996959.250000 Penalty: 3365.191650
	Iteration 48Q: 3 clusters Score -3996959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3996960.250000 Penalty: 3365.191650
	Iteration 49Q: 3 clusters Score -3996960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3996961.250000 Penalty: 3365.191650
	Iteration 50Q: 3 clusters Score -3996961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3996955.250000 Penalty: 3365.191650
	Iteration 51Q: 3 clusters Score -3996955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3996953.000000 Penalty: 3365.191650
	Iteration 52Q: 3 clusters Score -3996953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3996961.250000 Penalty: 3365.191650
	Iteration 53Q: 3 clusters Score -3996961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3996960.750000 Penalty: 3365.191650
	Iteration 54Q: 3 clusters Score -3996961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3996960.500000 Penalty: 3365.191650
	Iteration 55Q: 3 clusters Score -3996960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3996958.750000 Penalty: 3365.191650
	Iteration 56Q: 3 clusters Score -3996959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3996964.250000 Penalty: 3365.191650
	Iteration 57Q: 3 clusters Score -3996964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3996962.750000 Penalty: 3365.191650
	Iteration 58Q: 3 clusters Score -3996963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3996968.000000 Penalty: 3365.191650
	Iteration 59Q: 3 clusters Score -3996968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3996967.000000 Penalty: 3365.191650
	Iteration 60F: 3 clusters Score -3996967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3996971.750000 Penalty: 3365.191650
	Iteration 61Q: 3 clusters Score -3996972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3996970.250000 Penalty: 3365.191650
	Iteration 62Q: 3 clusters Score -3996970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3996968.000000 Penalty: 3365.191650
	Iteration 63Q: 3 clusters Score -3996968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3996973.000000 Penalty: 3365.191650
	Iteration 64Q: 3 clusters Score -3996973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3996977.000000 Penalty: 3365.191650
	Iteration 65Q: 3 clusters Score -3996977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3996975.250000 Penalty: 3365.191650
	Iteration 66Q: 3 clusters Score -3996975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3996974.750000 Penalty: 3365.191650
	Iteration 67Q: 3 clusters Score -3996975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3996978.000000 Penalty: 3365.191650
	Iteration 68Q: 3 clusters Score -3996978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3996977.000000 Penalty: 3365.191650
	Iteration 69Q: 3 clusters Score -3996977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3996976.000000 Penalty: 3365.191650
	Iteration 70Q: 3 clusters Score -3996976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3996975.750000 Penalty: 3365.191650
	Iteration 71Q: 3 clusters Score -3996976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3996977.250000 Penalty: 3365.191650
	Iteration 72Q: 3 clusters Score -3996977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3996979.250000 Penalty: 3365.191650
	Iteration 73Q: 3 clusters Score -3996979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3996976.500000 Penalty: 3365.191650
	Iteration 74Q: 3 clusters Score -3996976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3996976.500000 Penalty: 3365.191650
	Iteration 75F: 3 clusters Score -3996976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Entering Unmasked Estep 
Score: -9858922.000000 Penalty: 1828.894897
	Iteration 0F: 2 clusters Score -9858922 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 38664 members 
Entering Unmasked Estep 
Score: -9809603.000000 Penalty: 3657.789795
	Iteration 0F: 3 clusters Score -9809603 nChanged 36739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -9830496.000000 Penalty: 3657.789795
	Iteration 1F: 3 clusters Score -9830496 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -9831111.000000 Penalty: 3657.789795
	Iteration 2Q: 3 clusters Score -9831111 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -9832154.000000 Penalty: 3657.789795
	Iteration 3Q: 3 clusters Score -9832154 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -9833799.000000 Penalty: 3657.789795
	Iteration 4Q: 3 clusters Score -9833799 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -9836181.000000 Penalty: 3657.789795
	Iteration 5F: 3 clusters Score -9836181 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -9839727.000000 Penalty: 3657.789795
	Iteration 6F: 3 clusters Score -9839727 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -9844587.000000 Penalty: 3657.789795
	Iteration 7F: 3 clusters Score -9844587 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -9849692.000000 Penalty: 3657.789795
	Iteration 8F: 3 clusters Score -9849692 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -9852931.000000 Penalty: 3657.789795
	Iteration 9F: 3 clusters Score -9852931 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -9854287.000000 Penalty: 3657.789795
	Iteration 10Q: 3 clusters Score -9854287 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -9855063.000000 Penalty: 3657.789795
	Iteration 11Q: 3 clusters Score -9855063 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -9855793.000000 Penalty: 3657.789795
	Iteration 12Q: 3 clusters Score -9855793 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -9856387.000000 Penalty: 3657.789795
	Iteration 13Q: 3 clusters Score -9856387 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -9856812.000000 Penalty: 3657.789795
	Iteration 14Q: 3 clusters Score -9856812 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -9857029.000000 Penalty: 3657.789795
	Iteration 15Q: 3 clusters Score -9857029 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -9857216.000000 Penalty: 3657.789795
	Iteration 16Q: 3 clusters Score -9857216 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -9857295.000000 Penalty: 3657.789795
	Iteration 17Q: 3 clusters Score -9857295 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -9857397.000000 Penalty: 3657.789795
	Iteration 18Q: 3 clusters Score -9857397 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -9857468.000000 Penalty: 3657.789795
	Iteration 19Q: 3 clusters Score -9857468 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -9857493.000000 Penalty: 3657.789795
	Iteration 20F: 3 clusters Score -9857493 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -9857556.000000 Penalty: 3657.789795
	Iteration 21Q: 3 clusters Score -9857556 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -9857574.000000 Penalty: 3657.789795
	Iteration 22Q: 3 clusters Score -9857574 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -9857609.000000 Penalty: 3657.789795
	Iteration 23Q: 3 clusters Score -9857609 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -9857608.000000 Penalty: 3657.789795
	Iteration 24Q: 3 clusters Score -9857608 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -9857589.000000 Penalty: 3657.789795
	Iteration 25Q: 3 clusters Score -9857589 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -9857630.000000 Penalty: 3657.789795
	Iteration 26Q: 3 clusters Score -9857630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -9857677.000000 Penalty: 3657.789795
	Iteration 27Q: 3 clusters Score -9857677 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9857691.000000 Penalty: 3657.789795
	Iteration 28Q: 3 clusters Score -9857691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -9857690.000000 Penalty: 3657.789795
	Iteration 29Q: 3 clusters Score -9857690 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -9857715.000000 Penalty: 3657.789795
	Iteration 30Q: 3 clusters Score -9857715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9857718.000000 Penalty: 3657.789795
	Iteration 31Q: 3 clusters Score -9857718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 3657.789795
	Iteration 32Q: 3 clusters Score -9857719 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 3657.789795
	Iteration 33Q: 3 clusters Score -9857719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9857728.000000 Penalty: 3657.789795
	Iteration 34Q: 3 clusters Score -9857728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -9857759.000000 Penalty: 3657.789795
	Iteration 35Q: 3 clusters Score -9857759 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -9857759.000000 Penalty: 3657.789795
	Iteration 36Q: 3 clusters Score -9857759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -9857774.000000 Penalty: 3657.789795
	Iteration 37Q: 3 clusters Score -9857774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -9857763.000000 Penalty: 3657.789795
	Iteration 38Q: 3 clusters Score -9857763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -9857769.000000 Penalty: 3657.789795
	Iteration 39Q: 3 clusters Score -9857769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -9857758.000000 Penalty: 3657.789795
	Iteration 40F: 3 clusters Score -9857758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -9857758.000000 Penalty: 3657.789795
	Iteration 41Q: 3 clusters Score -9857758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -9857765.000000 Penalty: 3657.789795
	Iteration 42Q: 3 clusters Score -9857765 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -9857772.000000 Penalty: 3657.789795
	Iteration 43Q: 3 clusters Score -9857772 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -9857813.000000 Penalty: 3657.789795
	Iteration 44Q: 3 clusters Score -9857813 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9857837.000000 Penalty: 3657.789795
	Iteration 45Q: 3 clusters Score -9857837 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -9857846.000000 Penalty: 3657.789795
	Iteration 46Q: 3 clusters Score -9857846 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9857878.000000 Penalty: 3657.789795
	Iteration 47Q: 3 clusters Score -9857878 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -9857909.000000 Penalty: 3657.789795
	Iteration 48Q: 3 clusters Score -9857909 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -9857917.000000 Penalty: 3657.789795
	Iteration 49Q: 3 clusters Score -9857917 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -9857964.000000 Penalty: 3657.789795
	Iteration 50Q: 3 clusters Score -9857964 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -9858001.000000 Penalty: 3657.789795
	Iteration 51Q: 3 clusters Score -9858001 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -9858062.000000 Penalty: 3657.789795
	Iteration 52Q: 3 clusters Score -9858062 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -9858125.000000 Penalty: 3657.789795
	Iteration 53Q: 3 clusters Score -9858125 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -9858166.000000 Penalty: 3657.789795
	Iteration 54Q: 3 clusters Score -9858166 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -9858147.000000 Penalty: 3657.789795
	Iteration 55Q: 3 clusters Score -9858147 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -9858151.000000 Penalty: 3657.789795
	Iteration 56Q: 3 clusters Score -9858151 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -9858221.000000 Penalty: 3657.789795
	Iteration 57Q: 3 clusters Score -9858221 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -9858252.000000 Penalty: 3657.789795
	Iteration 58Q: 3 clusters Score -9858252 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -9858343.000000 Penalty: 3657.789795
	Iteration 59Q: 3 clusters Score -9858343 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -9858440.000000 Penalty: 3657.789795
	Iteration 60F: 3 clusters Score -9858440 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -9858527.000000 Penalty: 3657.789795
	Iteration 61Q: 3 clusters Score -9858527 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -9858574.000000 Penalty: 3657.789795
	Iteration 62Q: 3 clusters Score -9858574 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -9858698.000000 Penalty: 3657.789795
	Iteration 63Q: 3 clusters Score -9858698 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -9858786.000000 Penalty: 3657.789795
	Iteration 64Q: 3 clusters Score -9858786 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -9858866.000000 Penalty: 3657.789795
	Iteration 65Q: 3 clusters Score -9858866 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -9858831.000000 Penalty: 3657.789795
	Iteration 66Q: 3 clusters Score -9858831 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -9858921.000000 Penalty: 3657.789795
	Iteration 67Q: 3 clusters Score -9858921 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -9858977.000000 Penalty: 3657.789795
	Iteration 68Q: 3 clusters Score -9858977 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -9858968.000000 Penalty: 3657.789795
	Iteration 69Q: 3 clusters Score -9858968 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -9859023.000000 Penalty: 3657.789795
	Iteration 70Q: 3 clusters Score -9859023 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -9859070.000000 Penalty: 3657.789795
	Iteration 71Q: 3 clusters Score -9859070 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9859112.000000 Penalty: 3657.789795
	Iteration 72Q: 3 clusters Score -9859112 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -9859142.000000 Penalty: 3657.789795
	Iteration 73Q: 3 clusters Score -9859142 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -9859135.000000 Penalty: 3657.789795
	Iteration 74Q: 3 clusters Score -9859135 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -9859131.000000 Penalty: 3657.789795
	Iteration 75Q: 3 clusters Score -9859131 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9859114.000000 Penalty: 3657.789795
	Iteration 76Q: 3 clusters Score -9859114 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9859091.000000 Penalty: 3657.789795
	Iteration 77Q: 3 clusters Score -9859091 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9859047.000000 Penalty: 3657.789795
	Iteration 78Q: 3 clusters Score -9859047 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -9859018.000000 Penalty: 3657.789795
	Iteration 79Q: 3 clusters Score -9859018 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -9859009.000000 Penalty: 3657.789795
	Iteration 80F: 3 clusters Score -9859009 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -9858943.000000 Penalty: 3657.789795
	Iteration 81Q: 3 clusters Score -9858943 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9858918.000000 Penalty: 3657.789795
	Iteration 82Q: 3 clusters Score -9858918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9858915.000000 Penalty: 3657.789795
	Iteration 83Q: 3 clusters Score -9858915 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9858896.000000 Penalty: 3657.789795
	Iteration 84Q: 3 clusters Score -9858896 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9858866.000000 Penalty: 3657.789795
	Iteration 85Q: 3 clusters Score -9858866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9858856.000000 Penalty: 3657.789795
	Iteration 86Q: 3 clusters Score -9858856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9858798.000000 Penalty: 3657.789795
	Iteration 87Q: 3 clusters Score -9858798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9858778.000000 Penalty: 3657.789795
	Iteration 88Q: 3 clusters Score -9858778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9858771.000000 Penalty: 3657.789795
	Iteration 89Q: 3 clusters Score -9858771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9858757.000000 Penalty: 3657.789795
	Iteration 90Q: 3 clusters Score -9858757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9858739.000000 Penalty: 3657.789795
	Iteration 91Q: 3 clusters Score -9858739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9858731.000000 Penalty: 3657.789795
	Iteration 92Q: 3 clusters Score -9858731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9858719.000000 Penalty: 3657.789795
	Iteration 93Q: 3 clusters Score -9858719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -9858695.000000 Penalty: 3657.789795
	Iteration 94Q: 3 clusters Score -9858695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9858670.000000 Penalty: 3657.789795
	Iteration 95Q: 3 clusters Score -9858670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9858662.000000 Penalty: 3657.789795
	Iteration 96Q: 3 clusters Score -9858662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9858652.000000 Penalty: 3657.789795
	Iteration 97Q: 3 clusters Score -9858652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9858638.000000 Penalty: 3657.789795
	Iteration 98Q: 3 clusters Score -9858638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9858648.000000 Penalty: 3657.789795
	Iteration 99Q: 3 clusters Score -9858648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9858638.000000 Penalty: 3657.789795
	Iteration 100F: 3 clusters Score -9858638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9858611.000000 Penalty: 3657.789795
	Iteration 101Q: 3 clusters Score -9858611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9858585.000000 Penalty: 3657.789795
	Iteration 102Q: 3 clusters Score -9858585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9858603.000000 Penalty: 3657.789795
	Iteration 103Q: 3 clusters Score -9858603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9858575.000000 Penalty: 3657.789795
	Iteration 104Q: 3 clusters Score -9858575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9858583.000000 Penalty: 3657.789795
	Iteration 105Q: 3 clusters Score -9858583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9858580.000000 Penalty: 3657.789795
	Iteration 106Q: 3 clusters Score -9858580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9858571.000000 Penalty: 3657.789795
	Iteration 107Q: 3 clusters Score -9858571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9858569.000000 Penalty: 3657.789795
	Iteration 108Q: 3 clusters Score -9858569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9858565.000000 Penalty: 3657.789795
	Iteration 109Q: 3 clusters Score -9858565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9858547.000000 Penalty: 3657.789795
	Iteration 110Q: 3 clusters Score -9858547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9858539.000000 Penalty: 3657.789795
	Iteration 111Q: 3 clusters Score -9858539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9858544.000000 Penalty: 3657.789795
	Iteration 112Q: 3 clusters Score -9858544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9858534.000000 Penalty: 3657.789795
	Iteration 113Q: 3 clusters Score -9858534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9858535.000000 Penalty: 3657.789795
	Iteration 114Q: 3 clusters Score -9858535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9858532.000000 Penalty: 3657.789795
	Iteration 115Q: 3 clusters Score -9858532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9858519.000000 Penalty: 3657.789795
	Iteration 116Q: 3 clusters Score -9858519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9858511.000000 Penalty: 3657.789795
	Iteration 117Q: 3 clusters Score -9858511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9858502.000000 Penalty: 3657.789795
	Iteration 118Q: 3 clusters Score -9858502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9858498.000000 Penalty: 3657.789795
	Iteration 119Q: 3 clusters Score -9858498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9858492.000000 Penalty: 3657.789795
	Iteration 120F: 3 clusters Score -9858492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9858485.000000 Penalty: 3657.789795
	Iteration 121Q: 3 clusters Score -9858485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9858487.000000 Penalty: 3657.789795
	Iteration 122Q: 3 clusters Score -9858487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9858481.000000 Penalty: 3657.789795
	Iteration 123Q: 3 clusters Score -9858481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9858487.000000 Penalty: 3657.789795
	Iteration 124Q: 3 clusters Score -9858487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9858480.000000 Penalty: 3657.789795
	Iteration 125Q: 3 clusters Score -9858480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9858478.000000 Penalty: 3657.789795
	Iteration 126Q: 3 clusters Score -9858478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9858471.000000 Penalty: 3657.789795
	Iteration 127Q: 3 clusters Score -9858471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9858462.000000 Penalty: 3657.789795
	Iteration 128Q: 3 clusters Score -9858462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9858471.000000 Penalty: 3657.789795
	Iteration 129Q: 3 clusters Score -9858471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9858468.000000 Penalty: 3657.789795
	Iteration 130Q: 3 clusters Score -9858468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9858465.000000 Penalty: 3657.789795
	Iteration 131Q: 3 clusters Score -9858465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9858468.000000 Penalty: 3657.789795
	Iteration 132Q: 3 clusters Score -9858468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9858467.000000 Penalty: 3657.789795
	Iteration 133Q: 3 clusters Score -9858467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9858470.000000 Penalty: 3657.789795
	Iteration 134Q: 3 clusters Score -9858470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9858472.000000 Penalty: 3657.789795
	Iteration 135Q: 3 clusters Score -9858472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9858481.000000 Penalty: 3657.789795
	Iteration 136Q: 3 clusters Score -9858481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9858473.000000 Penalty: 3657.789795
	Iteration 137Q: 3 clusters Score -9858473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9858457.000000 Penalty: 3657.789795
	Iteration 138Q: 3 clusters Score -9858457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9858457.000000 Penalty: 3657.789795
	Iteration 139Q: 3 clusters Score -9858457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9858446.000000 Penalty: 3657.789795
	Iteration 140F: 3 clusters Score -9858446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9858442.000000 Penalty: 3657.789795
	Iteration 141Q: 3 clusters Score -9858442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9858446.000000 Penalty: 3657.789795
	Iteration 142Q: 3 clusters Score -9858446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9858443.000000 Penalty: 3657.789795
	Iteration 143Q: 3 clusters Score -9858443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9858443.000000 Penalty: 3657.789795
	Iteration 144F: 3 clusters Score -9858443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Entering Unmasked Estep 
Score: -7316443.000000 Penalty: 1780.707520
	Iteration 0F: 2 clusters Score -7316443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7278212.000000 Penalty: 3561.415039
	Iteration 0F: 3 clusters Score -7278212 nChanged 26985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -7293602.000000 Penalty: 3561.415039
	Iteration 1F: 3 clusters Score -7293602 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -7294388.500000 Penalty: 3561.415039
	Iteration 2Q: 3 clusters Score -7294388 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7295544.000000 Penalty: 3561.415039
	Iteration 3Q: 3 clusters Score -7295544 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -7297302.000000 Penalty: 3561.415039
	Iteration 4F: 3 clusters Score -7297302 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7299885.500000 Penalty: 3561.415039
	Iteration 5F: 3 clusters Score -7299886 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -7303189.500000 Penalty: 3561.415039
	Iteration 6F: 3 clusters Score -7303190 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -7306570.500000 Penalty: 3561.415039
	Iteration 7F: 3 clusters Score -7306570 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -7308580.000000 Penalty: 3561.415039
	Iteration 8F: 3 clusters Score -7308580 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7309509.000000 Penalty: 3561.415039
	Iteration 9Q: 3 clusters Score -7309509 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -7310070.500000 Penalty: 3561.415039
	Iteration 10Q: 3 clusters Score -7310070 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -7310574.000000 Penalty: 3561.415039
	Iteration 11Q: 3 clusters Score -7310574 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -7310919.000000 Penalty: 3561.415039
	Iteration 12Q: 3 clusters Score -7310919 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -7311327.500000 Penalty: 3561.415039
	Iteration 13Q: 3 clusters Score -7311328 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -7311610.500000 Penalty: 3561.415039
	Iteration 14Q: 3 clusters Score -7311610 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7311793.500000 Penalty: 3561.415039
	Iteration 15Q: 3 clusters Score -7311794 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7312029.500000 Penalty: 3561.415039
	Iteration 16Q: 3 clusters Score -7312030 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -7312178.000000 Penalty: 3561.415039
	Iteration 17Q: 3 clusters Score -7312178 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -7312273.500000 Penalty: 3561.415039
	Iteration 18Q: 3 clusters Score -7312274 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -7312350.500000 Penalty: 3561.415039
	Iteration 19Q: 3 clusters Score -7312350 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -7312458.000000 Penalty: 3561.415039
	Iteration 20F: 3 clusters Score -7312458 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7312532.500000 Penalty: 3561.415039
	Iteration 21Q: 3 clusters Score -7312532 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -7312618.000000 Penalty: 3561.415039
	Iteration 22Q: 3 clusters Score -7312618 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -7312687.500000 Penalty: 3561.415039
	Iteration 23Q: 3 clusters Score -7312688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -7312746.000000 Penalty: 3561.415039
	Iteration 24Q: 3 clusters Score -7312746 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -7312805.000000 Penalty: 3561.415039
	Iteration 25Q: 3 clusters Score -7312805 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -7312842.000000 Penalty: 3561.415039
	Iteration 26Q: 3 clusters Score -7312842 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -7312884.000000 Penalty: 3561.415039
	Iteration 27Q: 3 clusters Score -7312884 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -7312903.500000 Penalty: 3561.415039
	Iteration 28Q: 3 clusters Score -7312904 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -7312917.000000 Penalty: 3561.415039
	Iteration 29Q: 3 clusters Score -7312917 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -7312971.000000 Penalty: 3561.415039
	Iteration 30Q: 3 clusters Score -7312971 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -7313016.000000 Penalty: 3561.415039
	Iteration 31Q: 3 clusters Score -7313016 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7313062 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7313099 nChanged 241
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Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7313140 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7313188 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7313224 nChanged 258
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Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7313290 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7313304 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7313360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7313412 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7313423 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7313464 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7313494 nChanged 212
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Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7313511 nChanged 221
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Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7313540 nChanged 215
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Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7313576 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7313574 nChanged 217
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Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7313602 nChanged 217
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Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7313644 nChanged 197
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Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7313690 nChanged 211
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Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7313702 nChanged 206
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Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7313742 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7313771 nChanged 203
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Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7313798 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7313826 nChanged 221
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Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7313858 nChanged 215
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Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7313904 nChanged 220
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Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7313956 nChanged 202
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Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7314008 nChanged 225
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Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7314028 nChanged 215
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Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7314058 nChanged 202
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Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7314100 nChanged 182
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Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7314156 nChanged 169
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Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7314177 nChanged 153
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Mstep: Class 1 contains 51185 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7314196 nChanged 133
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Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7314232 nChanged 126
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Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7314265 nChanged 125
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Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7314272 nChanged 138
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Mstep: Class 1 contains 51705 members 
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	Iteration 69Q: 3 clusters Score -7314295 nChanged 152
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Mstep: Class 1 contains 51857 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7314318 nChanged 135
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Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7314344 nChanged 161
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Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7314394 nChanged 150
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Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7314408 nChanged 129
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Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7314408 nChanged 134
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Mstep: Class 1 contains 52566 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7314430 nChanged 134
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Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7314467 nChanged 141
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Mstep: Class 1 contains 52841 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7314496 nChanged 130
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Mstep: Class 1 contains 52971 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7314522 nChanged 146
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Mstep: Class 1 contains 53117 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7314551 nChanged 134
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Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7314583 nChanged 124
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Mstep: Class 1 contains 53375 members 
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	Iteration 81Q: 3 clusters Score -7314614 nChanged 124
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Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7314650 nChanged 124
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Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7314683 nChanged 136
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Mstep: Class 1 contains 53757 members 
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	Iteration 84Q: 3 clusters Score -7314706 nChanged 132
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Mstep: Class 1 contains 53889 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7314732 nChanged 128
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Mstep: Class 1 contains 54017 members 
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	Iteration 86Q: 3 clusters Score -7314756 nChanged 126
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Mstep: Class 1 contains 54143 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7314802 nChanged 107
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Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7314814 nChanged 87
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Mstep: Class 1 contains 54335 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7314824 nChanged 88
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Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7314814 nChanged 66
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Mstep: Class 1 contains 54487 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7314836 nChanged 61
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Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7314824 nChanged 69
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Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7314832 nChanged 67
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Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7314838 nChanged 57
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Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7314839 nChanged 70
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Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7314850 nChanged 63
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Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7314850 nChanged 49
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Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7314842 nChanged 47
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Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7314839 nChanged 31
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Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7314849 nChanged 34
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Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7314858 nChanged 31
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Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7314884 nChanged 36
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Mstep: Class 1 contains 55090 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7314880 nChanged 31
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Mstep: Class 1 contains 55121 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7314900 nChanged 35
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Mstep: Class 1 contains 55154 members 
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	Iteration 105Q: 3 clusters Score -7314909 nChanged 39
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Mstep: Class 1 contains 55193 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7314936 nChanged 36
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7314925 nChanged 38
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Mstep: Class 1 contains 55267 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7314933 nChanged 47
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Mstep: Class 1 contains 55314 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7314928 nChanged 48
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Mstep: Class 1 contains 55360 members 
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	Iteration 110Q: 3 clusters Score -7314952 nChanged 51
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Mstep: Class 1 contains 55411 members 
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	Iteration 111Q: 3 clusters Score -7314955 nChanged 41
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Mstep: Class 1 contains 55452 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7314960 nChanged 42
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Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 1931 members 
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	Iteration 113Q: 3 clusters Score -7314972 nChanged 30
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	Iteration 114Q: 3 clusters Score -7314966 nChanged 26
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Mstep: Class 2 contains 1875 members 
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	Iteration 115Q: 3 clusters Score -7314966 nChanged 23
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	Iteration 116Q: 3 clusters Score -7314969 nChanged 20
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	Iteration 117Q: 3 clusters Score -7314968 nChanged 19
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	Iteration 118Q: 3 clusters Score -7314976 nChanged 18
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7314986 nChanged 18
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7314992 nChanged 20
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7315008 nChanged 23
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7315004 nChanged 21
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7315014 nChanged 10
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7315018 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7315022.500000 Penalty: 3561.415039
	Iteration 125Q: 3 clusters Score -7315022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7315017.000000 Penalty: 3561.415039
	Iteration 126Q: 3 clusters Score -7315017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7315000.500000 Penalty: 3561.415039
	Iteration 127Q: 3 clusters Score -7315000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7315014.500000 Penalty: 3561.415039
	Iteration 128Q: 3 clusters Score -7315014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7315019.500000 Penalty: 3561.415039
	Iteration 129Q: 3 clusters Score -7315020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7315019.000000 Penalty: 3561.415039
	Iteration 130Q: 3 clusters Score -7315019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7315026.500000 Penalty: 3561.415039
	Iteration 131Q: 3 clusters Score -7315026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7315031.500000 Penalty: 3561.415039
	Iteration 132Q: 3 clusters Score -7315032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7315040.000000 Penalty: 3561.415039
	Iteration 133Q: 3 clusters Score -7315040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7315038.000000 Penalty: 3561.415039
	Iteration 134Q: 3 clusters Score -7315038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7315035.500000 Penalty: 3561.415039
	Iteration 135Q: 3 clusters Score -7315036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7315040.000000 Penalty: 3561.415039
	Iteration 136Q: 3 clusters Score -7315040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7315031.500000 Penalty: 3561.415039
	Iteration 137Q: 3 clusters Score -7315032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7315036.000000 Penalty: 3561.415039
	Iteration 138Q: 3 clusters Score -7315036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7315036.000000 Penalty: 3561.415039
	Iteration 139Q: 3 clusters Score -7315036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7315036.500000 Penalty: 3561.415039
	Iteration 140F: 3 clusters Score -7315036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7315032.000000 Penalty: 3561.415039
	Iteration 141Q: 3 clusters Score -7315032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7315032.000000 Penalty: 3561.415039
	Iteration 142Q: 3 clusters Score -7315032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7315043.000000 Penalty: 3561.415039
	Iteration 143Q: 3 clusters Score -7315043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7315050.000000 Penalty: 3561.415039
	Iteration 144Q: 3 clusters Score -7315050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7315049.500000 Penalty: 3561.415039
	Iteration 145Q: 3 clusters Score -7315050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7315045.500000 Penalty: 3561.415039
	Iteration 146Q: 3 clusters Score -7315046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7315045.500000 Penalty: 3561.415039
	Iteration 147F: 3 clusters Score -7315046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72750.953125 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -72750.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71601.265625 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -71601.27 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71804.734375 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -71804.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71876.703125 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -71876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71914.570312 Penalty: 2098.959961
	Iteration 3Q: 3 clusters Score -71914.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71934.070312 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -71934.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71941.648438 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -71941.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71944.179688 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -71944.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71946.054688 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -71946.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71946.875000 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -71946.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71947.335938 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -71947.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71947.335938 Penalty: 2098.959961
	Iteration 10F: 3 clusters Score -71947.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33809.554688 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -33809.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32927.695312 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32927.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33176.453125 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -33176.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33297.214844 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -33297.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33391.355469 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -33391.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33497.464844 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -33497.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33669.687500 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33669.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33785.832031 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33785.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33859.695312 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33935.503906 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33993.457031 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33993.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34004.464844 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -34004.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34008.910156 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -34008.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34010.406250 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -34010.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34022.328125 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -34022.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34028.117188 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -34028.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34028.117188 Penalty: 1892.489868
	Iteration 15F: 3 clusters Score -34028.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66017 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31396 members 
Mstep: Class 13 contains 77245 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 148 members 
Mstep: Class 17 contains 89947 members 
Mstep: Class 18 contains 190 members 
Entering Unmasked Estep 
Score: -61628520.000000 Penalty: 38346.355469
Splitting cluster 16 changes total score from -61629516.000000 to -61628520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (89947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Entering Unmasked Estep 
Score: -11534998.000000 Penalty: 1853.633545
	Iteration 0F: 2 clusters Score -1.1535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -11478182.000000 Penalty: 3707.267090
	Iteration 0F: 3 clusters Score -1.147818e+07 nChanged 42885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -11502513.000000 Penalty: 3707.267090
	Iteration 1F: 3 clusters Score -1.150251e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -11502913.000000 Penalty: 3707.267090
	Iteration 2Q: 3 clusters Score -1.150291e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -11503264.000000 Penalty: 3707.267090
	Iteration 3Q: 3 clusters Score -1.150326e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -11503750.000000 Penalty: 3707.267090
	Iteration 4Q: 3 clusters Score -1.150375e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -11504221.000000 Penalty: 3707.267090
	Iteration 5Q: 3 clusters Score -1.150422e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -11504739.000000 Penalty: 3707.267090
	Iteration 6Q: 3 clusters Score -1.150474e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -11505499.000000 Penalty: 3707.267090
	Iteration 7Q: 3 clusters Score -1.15055e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -11506543.000000 Penalty: 3707.267090
	Iteration 8Q: 3 clusters Score -1.150654e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -11508223.000000 Penalty: 3707.267090
	Iteration 9Q: 3 clusters Score -1.150822e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -11511011.000000 Penalty: 3707.267090
	Iteration 10Q: 3 clusters Score -1.151101e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -11515188.000000 Penalty: 3707.267090
	Iteration 11F: 3 clusters Score -1.151519e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -11519261.000000 Penalty: 3707.267090
	Iteration 12F: 3 clusters Score -1.151926e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -11521593.000000 Penalty: 3707.267090
	Iteration 13F: 3 clusters Score -1.152159e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -11522424.000000 Penalty: 3707.267090
	Iteration 14Q: 3 clusters Score -1.152242e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -11522970.000000 Penalty: 3707.267090
	Iteration 15Q: 3 clusters Score -1.152297e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -11523478.000000 Penalty: 3707.267090
	Iteration 16Q: 3 clusters Score -1.152348e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -11524139.000000 Penalty: 3707.267090
	Iteration 17Q: 3 clusters Score -1.152414e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -11524842.000000 Penalty: 3707.267090
	Iteration 18Q: 3 clusters Score -1.152484e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -11525497.000000 Penalty: 3707.267090
	Iteration 19Q: 3 clusters Score -1.15255e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -11526326.000000 Penalty: 3707.267090
	Iteration 20F: 3 clusters Score -1.152633e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -11527173.000000 Penalty: 3707.267090
	Iteration 21Q: 3 clusters Score -1.152717e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -11527956.000000 Penalty: 3707.267090
	Iteration 22Q: 3 clusters Score -1.152796e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -11528743.000000 Penalty: 3707.267090
	Iteration 23Q: 3 clusters Score -1.152874e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -11529598.000000 Penalty: 3707.267090
	Iteration 24Q: 3 clusters Score -1.15296e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -11530410.000000 Penalty: 3707.267090
	Iteration 25Q: 3 clusters Score -1.153041e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -11531103.000000 Penalty: 3707.267090
	Iteration 26Q: 3 clusters Score -1.15311e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -11531640.000000 Penalty: 3707.267090
	Iteration 27Q: 3 clusters Score -1.153164e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -11531996.000000 Penalty: 3707.267090
	Iteration 28Q: 3 clusters Score -1.1532e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -11532201.000000 Penalty: 3707.267090
	Iteration 29Q: 3 clusters Score -1.15322e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -11532361.000000 Penalty: 3707.267090
	Iteration 30Q: 3 clusters Score -1.153236e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -11532456.000000 Penalty: 3707.267090
	Iteration 31Q: 3 clusters Score -1.153246e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -11532512.000000 Penalty: 3707.267090
	Iteration 32Q: 3 clusters Score -1.153251e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -11532564.000000 Penalty: 3707.267090
	Iteration 33Q: 3 clusters Score -1.153256e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -11532578.000000 Penalty: 3707.267090
	Iteration 34Q: 3 clusters Score -1.153258e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -11532624.000000 Penalty: 3707.267090
	Iteration 35Q: 3 clusters Score -1.153262e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -11532667.000000 Penalty: 3707.267090
	Iteration 36Q: 3 clusters Score -1.153267e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -11532676.000000 Penalty: 3707.267090
	Iteration 37Q: 3 clusters Score -1.153268e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -11532672.000000 Penalty: 3707.267090
	Iteration 38Q: 3 clusters Score -1.153267e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -11532655.000000 Penalty: 3707.267090
	Iteration 39Q: 3 clusters Score -1.153266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -11532691.000000 Penalty: 3707.267090
	Iteration 40F: 3 clusters Score -1.153269e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -11532710.000000 Penalty: 3707.267090
	Iteration 41Q: 3 clusters Score -1.153271e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -11532721.000000 Penalty: 3707.267090
	Iteration 42Q: 3 clusters Score -1.153272e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -11532724.000000 Penalty: 3707.267090
	Iteration 43Q: 3 clusters Score -1.153272e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -11532731.000000 Penalty: 3707.267090
	Iteration 44Q: 3 clusters Score -1.153273e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -11532724.000000 Penalty: 3707.267090
	Iteration 45Q: 3 clusters Score -1.153272e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -11532721.000000 Penalty: 3707.267090
	Iteration 46Q: 3 clusters Score -1.153272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -11532725.000000 Penalty: 3707.267090
	Iteration 47Q: 3 clusters Score -1.153272e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -11532746.000000 Penalty: 3707.267090
	Iteration 48Q: 3 clusters Score -1.153275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -11532757.000000 Penalty: 3707.267090
	Iteration 49Q: 3 clusters Score -1.153276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -11532744.000000 Penalty: 3707.267090
	Iteration 50Q: 3 clusters Score -1.153274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -11532750.000000 Penalty: 3707.267090
	Iteration 51Q: 3 clusters Score -1.153275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -11532759.000000 Penalty: 3707.267090
	Iteration 52Q: 3 clusters Score -1.153276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -11532759.000000 Penalty: 3707.267090
	Iteration 53Q: 3 clusters Score -1.153276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -11532770.000000 Penalty: 3707.267090
	Iteration 54Q: 3 clusters Score -1.153277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -11532760.000000 Penalty: 3707.267090
	Iteration 55Q: 3 clusters Score -1.153276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -11532763.000000 Penalty: 3707.267090
	Iteration 56Q: 3 clusters Score -1.153276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -11532751.000000 Penalty: 3707.267090
	Iteration 57Q: 3 clusters Score -1.153275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -11532750.000000 Penalty: 3707.267090
	Iteration 58Q: 3 clusters Score -1.153275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -11532741.000000 Penalty: 3707.267090
	Iteration 59Q: 3 clusters Score -1.153274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -11532748.000000 Penalty: 3707.267090
	Iteration 60F: 3 clusters Score -1.153275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -11532743.000000 Penalty: 3707.267090
	Iteration 61Q: 3 clusters Score -1.153274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -11532741.000000 Penalty: 3707.267090
	Iteration 62Q: 3 clusters Score -1.153274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -11532749.000000 Penalty: 3707.267090
	Iteration 63Q: 3 clusters Score -1.153275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -11532737.000000 Penalty: 3707.267090
	Iteration 64Q: 3 clusters Score -1.153274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -11532737.000000 Penalty: 3707.267090
	Iteration 65Q: 3 clusters Score -1.153274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -11532736.000000 Penalty: 3707.267090
	Iteration 66Q: 3 clusters Score -1.153274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -11532742.000000 Penalty: 3707.267090
	Iteration 67Q: 3 clusters Score -1.153274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -11532728.000000 Penalty: 3707.267090
	Iteration 68Q: 3 clusters Score -1.153273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -11532725.000000 Penalty: 3707.267090
	Iteration 69Q: 3 clusters Score -1.153272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11532730.000000 Penalty: 3707.267090
	Iteration 70Q: 3 clusters Score -1.153273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -11532740.000000 Penalty: 3707.267090
	Iteration 71Q: 3 clusters Score -1.153274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -11532741.000000 Penalty: 3707.267090
	Iteration 72Q: 3 clusters Score -1.153274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -11532746.000000 Penalty: 3707.267090
	Iteration 73Q: 3 clusters Score -1.153275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -11532753.000000 Penalty: 3707.267090
	Iteration 74Q: 3 clusters Score -1.153275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -11532755.000000 Penalty: 3707.267090
	Iteration 75Q: 3 clusters Score -1.153276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -11532755.000000 Penalty: 3707.267090
	Iteration 76Q: 3 clusters Score -1.153276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -11532748.000000 Penalty: 3707.267090
	Iteration 77Q: 3 clusters Score -1.153275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -11532751.000000 Penalty: 3707.267090
	Iteration 78Q: 3 clusters Score -1.153275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -11532753.000000 Penalty: 3707.267090
	Iteration 79Q: 3 clusters Score -1.153275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -11532745.000000 Penalty: 3707.267090
	Iteration 80F: 3 clusters Score -1.153274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -11532757.000000 Penalty: 3707.267090
	Iteration 81Q: 3 clusters Score -1.153276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -11532764.000000 Penalty: 3707.267090
	Iteration 82Q: 3 clusters Score -1.153276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -11532766.000000 Penalty: 3707.267090
	Iteration 83Q: 3 clusters Score -1.153277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -11532763.000000 Penalty: 3707.267090
	Iteration 84Q: 3 clusters Score -1.153276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11532752.000000 Penalty: 3707.267090
	Iteration 85Q: 3 clusters Score -1.153275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -11532754.000000 Penalty: 3707.267090
	Iteration 86Q: 3 clusters Score -1.153275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -11532741.000000 Penalty: 3707.267090
	Iteration 87Q: 3 clusters Score -1.153274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -11532745.000000 Penalty: 3707.267090
	Iteration 88Q: 3 clusters Score -1.153274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -11532756.000000 Penalty: 3707.267090
	Iteration 89Q: 3 clusters Score -1.153276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -11532742.000000 Penalty: 3707.267090
	Iteration 90Q: 3 clusters Score -1.153274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11532751.000000 Penalty: 3707.267090
	Iteration 91Q: 3 clusters Score -1.153275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -11532753.000000 Penalty: 3707.267090
	Iteration 92Q: 3 clusters Score -1.153275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -11532761.000000 Penalty: 3707.267090
	Iteration 93Q: 3 clusters Score -1.153276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -11532757.000000 Penalty: 3707.267090
	Iteration 94Q: 3 clusters Score -1.153276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -11532765.000000 Penalty: 3707.267090
	Iteration 95Q: 3 clusters Score -1.153276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -11532761.000000 Penalty: 3707.267090
	Iteration 96Q: 3 clusters Score -1.153276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -11532773.000000 Penalty: 3707.267090
	Iteration 97Q: 3 clusters Score -1.153277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -11532777.000000 Penalty: 3707.267090
	Iteration 98Q: 3 clusters Score -1.153278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -11532768.000000 Penalty: 3707.267090
	Iteration 99Q: 3 clusters Score -1.153277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -11532764.000000 Penalty: 3707.267090
	Iteration 100F: 3 clusters Score -1.153276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -11532762.000000 Penalty: 3707.267090
	Iteration 101Q: 3 clusters Score -1.153276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -11532756.000000 Penalty: 3707.267090
	Iteration 102Q: 3 clusters Score -1.153276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -11532754.000000 Penalty: 3707.267090
	Iteration 103Q: 3 clusters Score -1.153275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -11532761.000000 Penalty: 3707.267090
	Iteration 104Q: 3 clusters Score -1.153276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -11532765.000000 Penalty: 3707.267090
	Iteration 105Q: 3 clusters Score -1.153276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11532760.000000 Penalty: 3707.267090
	Iteration 106Q: 3 clusters Score -1.153276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -11532761.000000 Penalty: 3707.267090
	Iteration 107Q: 3 clusters Score -1.153276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -11532766.000000 Penalty: 3707.267090
	Iteration 108Q: 3 clusters Score -1.153277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -11532759.000000 Penalty: 3707.267090
	Iteration 109Q: 3 clusters Score -1.153276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -11532764.000000 Penalty: 3707.267090
	Iteration 110Q: 3 clusters Score -1.153276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -11532765.000000 Penalty: 3707.267090
	Iteration 111Q: 3 clusters Score -1.153276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -11532765.000000 Penalty: 3707.267090
	Iteration 112F: 3 clusters Score -1.153276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66017 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31396 members 
Mstep: Class 13 contains 77245 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629480.000000 Penalty: 36216.003906
Iteration 479Q: 18 clusters Score -6.162948e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66024 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 67402 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 31401 members 
Mstep: Class 13 contains 77250 members 
Mstep: Class 14 contains 57406 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629480.000000 Penalty: 36216.003906
Iteration 480F: 18 clusters Score -6.162948e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66030 members 
Mstep: Class 7 contains 36448 members 
Mstep: Class 8 contains 67400 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 31407 members 
Mstep: Class 13 contains 77246 members 
Mstep: Class 14 contains 57397 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629424.000000 Penalty: 36216.003906
Iteration 481Q: 18 clusters Score -6.162942e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66035 members 
Mstep: Class 7 contains 36452 members 
Mstep: Class 8 contains 67407 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31412 members 
Mstep: Class 13 contains 77247 members 
Mstep: Class 14 contains 57387 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629396.000000 Penalty: 36216.003906
Iteration 482Q: 18 clusters Score -6.16294e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66031 members 
Mstep: Class 7 contains 36451 members 
Mstep: Class 8 contains 67411 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 31423 members 
Mstep: Class 13 contains 77246 members 
Mstep: Class 14 contains 57377 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629368.000000 Penalty: 36216.003906
Iteration 483Q: 18 clusters Score -6.162937e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66027 members 
Mstep: Class 7 contains 36448 members 
Mstep: Class 8 contains 67412 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 31428 members 
Mstep: Class 13 contains 77257 members 
Mstep: Class 14 contains 57368 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629388.000000 Penalty: 36216.003906
Iteration 484Q: 18 clusters Score -6.162939e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66028 members 
Mstep: Class 7 contains 36447 members 
Mstep: Class 8 contains 67417 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 31432 members 
Mstep: Class 13 contains 77263 members 
Mstep: Class 14 contains 57359 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629340.000000 Penalty: 36216.003906
Iteration 485Q: 18 clusters Score -6.162934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66023 members 
Mstep: Class 7 contains 36452 members 
Mstep: Class 8 contains 67421 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22454 members 
Mstep: Class 12 contains 31433 members 
Mstep: Class 13 contains 77262 members 
Mstep: Class 14 contains 57355 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629296.000000 Penalty: 36216.003906
Iteration 486Q: 18 clusters Score -6.16293e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66022 members 
Mstep: Class 7 contains 36458 members 
Mstep: Class 8 contains 67419 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22458 members 
Mstep: Class 12 contains 31434 members 
Mstep: Class 13 contains 77260 members 
Mstep: Class 14 contains 57351 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629300.000000 Penalty: 36216.003906
Iteration 487Q: 18 clusters Score -6.16293e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66024 members 
Mstep: Class 7 contains 36461 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22459 members 
Mstep: Class 12 contains 31435 members 
Mstep: Class 13 contains 77254 members 
Mstep: Class 14 contains 57343 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629276.000000 Penalty: 36216.003906
Iteration 488Q: 18 clusters Score -6.162928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66022 members 
Mstep: Class 7 contains 36463 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 31434 members 
Mstep: Class 13 contains 77259 members 
Mstep: Class 14 contains 57334 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629164.000000 Penalty: 36216.003906
Iteration 489Q: 18 clusters Score -6.162916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66021 members 
Mstep: Class 7 contains 36468 members 
Mstep: Class 8 contains 67419 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22461 members 
Mstep: Class 12 contains 31433 members 
Mstep: Class 13 contains 77253 members 
Mstep: Class 14 contains 57329 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629176.000000 Penalty: 36216.003906
Iteration 490Q: 18 clusters Score -6.162918e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66026 members 
Mstep: Class 7 contains 36471 members 
Mstep: Class 8 contains 67411 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22462 members 
Mstep: Class 12 contains 31433 members 
Mstep: Class 13 contains 77245 members 
Mstep: Class 14 contains 57329 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629168.000000 Penalty: 36216.003906
Iteration 491Q: 18 clusters Score -6.162917e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66031 members 
Mstep: Class 7 contains 36466 members 
Mstep: Class 8 contains 67411 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22462 members 
Mstep: Class 12 contains 31434 members 
Mstep: Class 13 contains 77242 members 
Mstep: Class 14 contains 57334 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629168.000000 Penalty: 36216.003906
Iteration 492Q: 18 clusters Score -6.162917e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66041 members 
Mstep: Class 7 contains 36472 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22463 members 
Mstep: Class 12 contains 31436 members 
Mstep: Class 13 contains 77247 members 
Mstep: Class 14 contains 57325 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629156.000000 Penalty: 36216.003906
Iteration 493Q: 18 clusters Score -6.162916e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66046 members 
Mstep: Class 7 contains 36472 members 
Mstep: Class 8 contains 67423 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22464 members 
Mstep: Class 12 contains 31438 members 
Mstep: Class 13 contains 77255 members 
Mstep: Class 14 contains 57322 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629160.000000 Penalty: 36216.003906
Iteration 494Q: 18 clusters Score -6.162916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 36469 members 
Mstep: Class 8 contains 67422 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22468 members 
Mstep: Class 12 contains 31442 members 
Mstep: Class 13 contains 77259 members 
Mstep: Class 14 contains 57314 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629172.000000 Penalty: 36216.003906
Iteration 495Q: 18 clusters Score -6.162917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66051 members 
Mstep: Class 7 contains 36468 members 
Mstep: Class 8 contains 67422 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 31443 members 
Mstep: Class 13 contains 77264 members 
Mstep: Class 14 contains 57305 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629156.000000 Penalty: 36216.003906
Iteration 496Q: 18 clusters Score -6.162916e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66053 members 
Mstep: Class 7 contains 36471 members 
Mstep: Class 8 contains 67422 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 31445 members 
Mstep: Class 13 contains 77265 members 
Mstep: Class 14 contains 57295 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629228.000000 Penalty: 36216.003906
Iteration 497Q: 18 clusters Score -6.162923e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66052 members 
Mstep: Class 7 contains 36474 members 
Mstep: Class 8 contains 67424 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 22467 members 
Mstep: Class 12 contains 31453 members 
Mstep: Class 13 contains 77258 members 
Mstep: Class 14 contains 57277 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629208.000000 Penalty: 36216.003906
Iteration 498Q: 18 clusters Score -6.162921e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66053 members 
Mstep: Class 7 contains 36474 members 
Mstep: Class 8 contains 67430 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 22465 members 
Mstep: Class 12 contains 31459 members 
Mstep: Class 13 contains 77254 members 
Mstep: Class 14 contains 57251 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629152.000000 Penalty: 36216.003906
Iteration 499Q: 18 clusters Score -6.162915e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 66056 members 
Mstep: Class 7 contains 36471 members 
Mstep: Class 8 contains 67432 members 
Mstep: Class 9 contains 316 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 22469 members 
Mstep: Class 12 contains 31467 members 
Mstep: Class 13 contains 77248 members 
Mstep: Class 14 contains 57234 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 89822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629192.000000 Penalty: 36216.003906
Iteration 500F: 18 clusters Score -6.162919e+07 nChanged 132
Maximum iterations exceeded
20->18 Clusters: Score -61629192.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 24542 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 24876 members 
Mstep: Class 5 contains 24434 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 24627 members 
Mstep: Class 9 contains 24506 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 24548 members 
Mstep: Class 13 contains 24728 members 
Mstep: Class 14 contains 24708 members 
Mstep: Class 15 contains 24862 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 24941 members 
Mstep: Class 18 contains 24684 members 
Mstep: Class 19 contains 24628 members 
Mstep: Class 20 contains 24533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1464.057739 but Gain 2130.355469
Score: -59566320.000000 Penalty: 40476.707031
Iteration 0F: 20 clusters Score -5.956632e+07 nChanged 468650
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 3 contains 129849 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 8500 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 11509 members 
Mstep: Class 11 contains 3441 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 74332 members 
Mstep: Class 15 contains 16143 members 
Mstep: Class 16 contains 16551 members 
Mstep: Class 17 contains 11105 members 
Mstep: Class 18 contains 145593 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 16824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2115.020508 but Gain 2130.351562
Score: -61056332.000000 Penalty: 38346.355469
Iteration 1F: 19 clusters Score -6.105633e+07 nChanged 145005
Entering Unmasked Mstep 
Mstep: Class 0 contains 569 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 3 contains 127343 members 
Mstep: Class 4 contains 1343 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 4967 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 12 contains 3836 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 91297 members 
Mstep: Class 15 contains 13799 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 166151 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 14757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2004.416748 but Gain 2130.351562
Score: -61178056.000000 Penalty: 36216.003906
Iteration 2F: 18 clusters Score -6.117806e+07 nChanged 105992
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 3 contains 134059 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 119960 members 
Mstep: Class 15 contains 14640 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 138674 members 
Mstep: Class 19 contains 6643 members 
Mstep: Class 20 contains 15820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61276520.000000 Penalty: 36216.003906
Iteration 3F: 18 clusters Score -6.127652e+07 nChanged 89386
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 3 contains 123604 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 10249 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 145063 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 119518 members 
Mstep: Class 19 contains 4735 members 
Mstep: Class 20 contains 18340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61337764.000000 Penalty: 36216.003906
Iteration 4F: 18 clusters Score -6.133776e+07 nChanged 87154
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 3 contains 120559 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 2173 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 25019 members 
Mstep: Class 14 contains 138900 members 
Mstep: Class 15 contains 20097 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 117230 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 20744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1849.438965 but Gain 2130.355469
Score: -61397744.000000 Penalty: 34085.648438
Iteration 5F: 17 clusters Score -6.139774e+07 nChanged 57085
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 3 contains 123130 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 8 contains 5564 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 10 contains 11320 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 32028 members 
Mstep: Class 14 contains 123744 members 
Mstep: Class 15 contains 23989 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 118286 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 23162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61443928.000000 Penalty: 34085.648438
Iteration 6F: 17 clusters Score -6.144393e+07 nChanged 44535
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 3 contains 124353 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 11513 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 115222 members 
Mstep: Class 15 contains 26675 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 114418 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 25039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61478668.000000 Penalty: 34085.648438
Iteration 7F: 17 clusters Score -6.147867e+07 nChanged 38984
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 3 contains 123674 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 45843 members 
Mstep: Class 14 contains 111732 members 
Mstep: Class 15 contains 28567 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 108940 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 26430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2028.187500 but Gain 2130.351562
Score: -61503260.000000 Penalty: 31955.296875
Iteration 8F: 16 clusters Score -6.150326e+07 nChanged 36121
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 3 contains 121943 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 12 contains 15116 members 
Mstep: Class 13 contains 52025 members 
Mstep: Class 14 contains 110838 members 
Mstep: Class 15 contains 30392 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 104032 members 
Mstep: Class 20 contains 27393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2111.115479 but Gain 2130.353516
Score: -61518240.000000 Penalty: 29824.943359
Iteration 9F: 15 clusters Score -6.151824e+07 nChanged 31603
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 3 contains 119846 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 13 contains 58035 members 
Mstep: Class 14 contains 109165 members 
Mstep: Class 15 contains 32116 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 18 contains 100071 members 
Mstep: Class 20 contains 27899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61530924.000000 Penalty: 29824.943359
Iteration 10F: 15 clusters Score -6.153092e+07 nChanged 24589
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 3 contains 116392 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 12 contains 16235 members 
Mstep: Class 13 contains 63595 members 
Mstep: Class 14 contains 107639 members 
Mstep: Class 15 contains 33841 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 18 contains 96652 members 
Mstep: Class 20 contains 27959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61539516.000000 Penalty: 29824.943359
Iteration 11Q: 15 clusters Score -6.153952e+07 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 3 contains 113626 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 10712 members 
Mstep: Class 12 contains 16819 members 
Mstep: Class 13 contains 68667 members 
Mstep: Class 14 contains 105627 members 
Mstep: Class 15 contains 35608 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 18 contains 93969 members 
Mstep: Class 20 contains 27557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61546404.000000 Penalty: 29824.943359
Iteration 12Q: 15 clusters Score -6.15464e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 3 contains 112117 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 12 contains 17403 members 
Mstep: Class 13 contains 73413 members 
Mstep: Class 14 contains 102539 members 
Mstep: Class 15 contains 37490 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 18 contains 91544 members 
Mstep: Class 20 contains 26840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61552028.000000 Penalty: 29824.943359
Iteration 13Q: 15 clusters Score -6.155203e+07 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 3 contains 111428 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 77639 members 
Mstep: Class 14 contains 98639 members 
Mstep: Class 15 contains 39500 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 18 contains 89511 members 
Mstep: Class 20 contains 26109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61557280.000000 Penalty: 29824.943359
Iteration 14Q: 15 clusters Score -6.155728e+07 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 3 contains 110817 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 12 contains 18642 members 
Mstep: Class 13 contains 81159 members 
Mstep: Class 14 contains 94650 members 
Mstep: Class 15 contains 41424 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 18 contains 88181 members 
Mstep: Class 20 contains 25259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61562204.000000 Penalty: 29824.943359
Iteration 15Q: 15 clusters Score -6.15622e+07 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 3 contains 110426 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 8 contains 5631 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 9733 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 83951 members 
Mstep: Class 14 contains 90623 members 
Mstep: Class 15 contains 43396 members 
Mstep: Class 16 contains 13460 members 
Mstep: Class 18 contains 87160 members 
Mstep: Class 20 contains 24588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61566244.000000 Penalty: 29824.943359
Iteration 16Q: 15 clusters Score -6.156624e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 3 contains 110066 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 8 contains 5478 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 86119 members 
Mstep: Class 14 contains 86666 members 
Mstep: Class 15 contains 45470 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 18 contains 86379 members 
Mstep: Class 20 contains 23965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570452.000000 Penalty: 29824.943359
Iteration 17Q: 15 clusters Score -6.157045e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 3 contains 109716 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 12 contains 20657 members 
Mstep: Class 13 contains 87830 members 
Mstep: Class 14 contains 82800 members 
Mstep: Class 15 contains 47621 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 18 contains 85737 members 
Mstep: Class 20 contains 23421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61573564.000000 Penalty: 29824.943359
Iteration 18Q: 15 clusters Score -6.157356e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 3 contains 109475 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 8731 members 
Mstep: Class 12 contains 21365 members 
Mstep: Class 13 contains 89205 members 
Mstep: Class 14 contains 79103 members 
Mstep: Class 15 contains 49780 members 
Mstep: Class 16 contains 17504 members 
Mstep: Class 18 contains 85075 members 
Mstep: Class 20 contains 22950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61577156.000000 Penalty: 29824.943359
Iteration 19Q: 15 clusters Score -6.157716e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 3 contains 109299 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 12 contains 22043 members 
Mstep: Class 13 contains 90326 members 
Mstep: Class 14 contains 75622 members 
Mstep: Class 15 contains 51901 members 
Mstep: Class 16 contains 18748 members 
Mstep: Class 18 contains 84431 members 
Mstep: Class 20 contains 22570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61580232.000000 Penalty: 29824.943359
Iteration 20F: 15 clusters Score -6.158023e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 3 contains 108670 members 
Mstep: Class 4 contains 722 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 12 contains 22702 members 
Mstep: Class 13 contains 91241 members 
Mstep: Class 14 contains 72702 members 
Mstep: Class 15 contains 53922 members 
Mstep: Class 16 contains 20155 members 
Mstep: Class 18 contains 83765 members 
Mstep: Class 20 contains 22225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61583408.000000 Penalty: 29824.943359
Iteration 21Q: 15 clusters Score -6.158341e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 3 contains 108350 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 12 contains 23311 members 
Mstep: Class 13 contains 91869 members 
Mstep: Class 14 contains 70134 members 
Mstep: Class 15 contains 55863 members 
Mstep: Class 16 contains 21454 members 
Mstep: Class 18 contains 82864 members 
Mstep: Class 20 contains 21973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586728.000000 Penalty: 29824.943359
Iteration 22Q: 15 clusters Score -6.158673e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 3 contains 107930 members 
Mstep: Class 4 contains 715 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 92277 members 
Mstep: Class 14 contains 68075 members 
Mstep: Class 15 contains 57658 members 
Mstep: Class 16 contains 22659 members 
Mstep: Class 18 contains 81908 members 
Mstep: Class 20 contains 21811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589152.000000 Penalty: 29824.943359
Iteration 23Q: 15 clusters Score -6.158915e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 3 contains 107570 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 12 contains 24603 members 
Mstep: Class 13 contains 92510 members 
Mstep: Class 14 contains 66405 members 
Mstep: Class 15 contains 59366 members 
Mstep: Class 16 contains 23783 members 
Mstep: Class 18 contains 80818 members 
Mstep: Class 20 contains 21707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61591568.000000 Penalty: 29824.943359
Iteration 24Q: 15 clusters Score -6.159157e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 3 contains 107033 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 12 contains 25271 members 
Mstep: Class 13 contains 92625 members 
Mstep: Class 14 contains 65175 members 
Mstep: Class 15 contains 60966 members 
Mstep: Class 16 contains 24851 members 
Mstep: Class 18 contains 79766 members 
Mstep: Class 20 contains 21618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61593844.000000 Penalty: 29824.943359
Iteration 25Q: 15 clusters Score -6.159384e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 3 contains 106505 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 12 contains 25902 members 
Mstep: Class 13 contains 92667 members 
Mstep: Class 14 contains 64387 members 
Mstep: Class 15 contains 62368 members 
Mstep: Class 16 contains 25874 members 
Mstep: Class 18 contains 78564 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61596416.000000 Penalty: 29824.943359
Iteration 26Q: 15 clusters Score -6.159642e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 3 contains 106065 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 6 contains 785 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 12 contains 26549 members 
Mstep: Class 13 contains 92646 members 
Mstep: Class 14 contains 63978 members 
Mstep: Class 15 contains 63535 members 
Mstep: Class 16 contains 26813 members 
Mstep: Class 18 contains 77253 members 
Mstep: Class 20 contains 21564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61599096.000000 Penalty: 29824.943359
Iteration 27Q: 15 clusters Score -6.15991e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 3 contains 105438 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 12 contains 27185 members 
Mstep: Class 13 contains 92569 members 
Mstep: Class 14 contains 63801 members 
Mstep: Class 15 contains 64579 members 
Mstep: Class 16 contains 27676 members 
Mstep: Class 18 contains 76027 members 
Mstep: Class 20 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601528.000000 Penalty: 29824.943359
Iteration 28Q: 15 clusters Score -6.160153e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 3 contains 104888 members 
Mstep: Class 4 contains 712 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 92481 members 
Mstep: Class 14 contains 63816 members 
Mstep: Class 15 contains 65461 members 
Mstep: Class 16 contains 28451 members 
Mstep: Class 18 contains 74737 members 
Mstep: Class 20 contains 21679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61603876.000000 Penalty: 29824.943359
Iteration 29Q: 15 clusters Score -6.160388e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 3 contains 104147 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 6 contains 843 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 12 contains 28365 members 
Mstep: Class 13 contains 92607 members 
Mstep: Class 14 contains 64017 members 
Mstep: Class 15 contains 66085 members 
Mstep: Class 16 contains 29121 members 
Mstep: Class 18 contains 73562 members 
Mstep: Class 20 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606132.000000 Penalty: 29824.943359
Iteration 30Q: 15 clusters Score -6.160613e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 3 contains 103056 members 
Mstep: Class 4 contains 717 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 12 contains 28877 members 
Mstep: Class 13 contains 92844 members 
Mstep: Class 14 contains 64554 members 
Mstep: Class 15 contains 66577 members 
Mstep: Class 16 contains 29678 members 
Mstep: Class 18 contains 72495 members 
Mstep: Class 20 contains 21937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608208.000000 Penalty: 29824.943359
Iteration 31Q: 15 clusters Score -6.160821e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 3 contains 101384 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 12 contains 29397 members 
Mstep: Class 13 contains 93173 members 
Mstep: Class 14 contains 65335 members 
Mstep: Class 15 contains 67012 members 
Mstep: Class 16 contains 30187 members 
Mstep: Class 18 contains 71732 members 
Mstep: Class 20 contains 22084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610184.000000 Penalty: 29824.943359
Iteration 32Q: 15 clusters Score -6.161018e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 3 contains 99496 members 
Mstep: Class 4 contains 720 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 12 contains 29811 members 
Mstep: Class 13 contains 93560 members 
Mstep: Class 14 contains 66289 members 
Mstep: Class 15 contains 67302 members 
Mstep: Class 16 contains 30646 members 
Mstep: Class 18 contains 71165 members 
Mstep: Class 20 contains 22234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611768.000000 Penalty: 29824.943359
Iteration 33Q: 15 clusters Score -6.161177e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 3 contains 97322 members 
Mstep: Class 4 contains 724 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 12 contains 30136 members 
Mstep: Class 13 contains 94069 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 67520 members 
Mstep: Class 16 contains 31053 members 
Mstep: Class 18 contains 70694 members 
Mstep: Class 20 contains 22372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613364.000000 Penalty: 29824.943359
Iteration 34Q: 15 clusters Score -6.161336e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 3 contains 94928 members 
Mstep: Class 4 contains 727 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 94600 members 
Mstep: Class 14 contains 68823 members 
Mstep: Class 15 contains 67654 members 
Mstep: Class 16 contains 31419 members 
Mstep: Class 18 contains 70372 members 
Mstep: Class 20 contains 22495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614812.000000 Penalty: 29824.943359
Iteration 35Q: 15 clusters Score -6.161481e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 3 contains 92320 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 95231 members 
Mstep: Class 14 contains 70302 members 
Mstep: Class 15 contains 67767 members 
Mstep: Class 16 contains 31690 members 
Mstep: Class 18 contains 70157 members 
Mstep: Class 20 contains 22606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615608.000000 Penalty: 29824.943359
Iteration 36Q: 15 clusters Score -6.161561e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 3 contains 89537 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 12 contains 30922 members 
Mstep: Class 13 contains 95837 members 
Mstep: Class 14 contains 71976 members 
Mstep: Class 15 contains 67861 members 
Mstep: Class 16 contains 31896 members 
Mstep: Class 18 contains 70026 members 
Mstep: Class 20 contains 22709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616632.000000 Penalty: 29824.943359
Iteration 37Q: 15 clusters Score -6.161663e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 3 contains 86703 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 1561 members 
Mstep: Class 12 contains 31138 members 
Mstep: Class 13 contains 96416 members 
Mstep: Class 14 contains 73743 members 
Mstep: Class 15 contains 67928 members 
Mstep: Class 16 contains 32100 members 
Mstep: Class 18 contains 69927 members 
Mstep: Class 20 contains 22789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617516.000000 Penalty: 29824.943359
Iteration 38Q: 15 clusters Score -6.161752e+07 nChanged 4706
Entering ConstructFrom: 
Score: -61617516.000000 Penalty: 29824.943359
Entering ConstructFrom: 
Trying to split cluster 1 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -259118.625000 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -259118.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -257055.203125 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -257055.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -257775.875000 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -257775.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -258276.734375 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -258276.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259704.218750 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -259704.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -261756.093750 Penalty: 2522.567139
	Iteration 4F: 3 clusters Score -261756.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -262406.656250 Penalty: 2522.567139
	Iteration 5F: 3 clusters Score -262406.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -262691.781250 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -262691.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -262787.062500 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -262787.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -262815.937500 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -262815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -262822.062500 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -262822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -262825.937500 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -262825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -262827.093750 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -262827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -262828.593750 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -262828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -262828.812500 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -262828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -262829.343750 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -262829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -262829.343750 Penalty: 2522.567139
	Iteration 15F: 3 clusters Score -262829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 83951 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 12 contains 31338 members 
Mstep: Class 13 contains 96967 members 
Mstep: Class 14 contains 75547 members 
Mstep: Class 15 contains 67935 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 18 contains 69834 members 
Mstep: Class 20 contains 22852 members 
Entering Unmasked Estep 
Score: -61620748.000000 Penalty: 31955.296875
Splitting cluster 1 changes total score from -61617516.000000 to -61620748.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (83951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Entering Unmasked Estep 
Score: -10727653.000000 Penalty: 1842.423218
	Iteration 0F: 2 clusters Score -1.072765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -10673818.000000 Penalty: 3684.846436
	Iteration 0F: 3 clusters Score -1.067382e+07 nChanged 39879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -10696810.000000 Penalty: 3684.846436
	Iteration 1F: 3 clusters Score -1.069681e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -10697440.000000 Penalty: 3684.846436
	Iteration 2Q: 3 clusters Score -1.069744e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -10698072.000000 Penalty: 3684.846436
	Iteration 3Q: 3 clusters Score -1.069807e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -10698849.000000 Penalty: 3684.846436
	Iteration 4Q: 3 clusters Score -1.069885e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -10699632.000000 Penalty: 3684.846436
	Iteration 5Q: 3 clusters Score -1.069963e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -10700633.000000 Penalty: 3684.846436
	Iteration 6Q: 3 clusters Score -1.070063e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -10701813.000000 Penalty: 3684.846436
	Iteration 7Q: 3 clusters Score -1.070181e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -10703445.000000 Penalty: 3684.846436
	Iteration 8Q: 3 clusters Score -1.070344e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -10705491.000000 Penalty: 3684.846436
	Iteration 9Q: 3 clusters Score -1.070549e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -10708060.000000 Penalty: 3684.846436
	Iteration 10F: 3 clusters Score -1.070806e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -10711056.000000 Penalty: 3684.846436
	Iteration 11F: 3 clusters Score -1.071106e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -10714694.000000 Penalty: 3684.846436
	Iteration 12F: 3 clusters Score -1.071469e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -10718430.000000 Penalty: 3684.846436
	Iteration 13F: 3 clusters Score -1.071843e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -10721244.000000 Penalty: 3684.846436
	Iteration 14Q: 3 clusters Score -1.072124e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -10722588.000000 Penalty: 3684.846436
	Iteration 15Q: 3 clusters Score -1.072259e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -10723356.000000 Penalty: 3684.846436
	Iteration 16Q: 3 clusters Score -1.072336e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -10723759.000000 Penalty: 3684.846436
	Iteration 17Q: 3 clusters Score -1.072376e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -10724102.000000 Penalty: 3684.846436
	Iteration 18Q: 3 clusters Score -1.07241e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -10724391.000000 Penalty: 3684.846436
	Iteration 19Q: 3 clusters Score -1.072439e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -10724661.000000 Penalty: 3684.846436
	Iteration 20F: 3 clusters Score -1.072466e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -10724915.000000 Penalty: 3684.846436
	Iteration 21Q: 3 clusters Score -1.072492e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -10725122.000000 Penalty: 3684.846436
	Iteration 22Q: 3 clusters Score -1.072512e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10725354.000000 Penalty: 3684.846436
	Iteration 23Q: 3 clusters Score -1.072535e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -10725495.000000 Penalty: 3684.846436
	Iteration 24Q: 3 clusters Score -1.07255e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -10725635.000000 Penalty: 3684.846436
	Iteration 25Q: 3 clusters Score -1.072564e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -10725727.000000 Penalty: 3684.846436
	Iteration 26Q: 3 clusters Score -1.072573e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -10725847.000000 Penalty: 3684.846436
	Iteration 27Q: 3 clusters Score -1.072585e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10725943.000000 Penalty: 3684.846436
	Iteration 28Q: 3 clusters Score -1.072594e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -10726016.000000 Penalty: 3684.846436
	Iteration 29Q: 3 clusters Score -1.072602e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -10726089.000000 Penalty: 3684.846436
	Iteration 30Q: 3 clusters Score -1.072609e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10726176.000000 Penalty: 3684.846436
	Iteration 31Q: 3 clusters Score -1.072618e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -10726236.000000 Penalty: 3684.846436
	Iteration 32Q: 3 clusters Score -1.072624e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -10726273.000000 Penalty: 3684.846436
	Iteration 33Q: 3 clusters Score -1.072627e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -10726314.000000 Penalty: 3684.846436
	Iteration 34Q: 3 clusters Score -1.072631e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -10726368.000000 Penalty: 3684.846436
	Iteration 35Q: 3 clusters Score -1.072637e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -10726422.000000 Penalty: 3684.846436
	Iteration 36Q: 3 clusters Score -1.072642e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -10726459.000000 Penalty: 3684.846436
	Iteration 37Q: 3 clusters Score -1.072646e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -10726484.000000 Penalty: 3684.846436
	Iteration 38Q: 3 clusters Score -1.072648e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -10726518.000000 Penalty: 3684.846436
	Iteration 39Q: 3 clusters Score -1.072652e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -10726538.000000 Penalty: 3684.846436
	Iteration 40F: 3 clusters Score -1.072654e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10726561.000000 Penalty: 3684.846436
	Iteration 41Q: 3 clusters Score -1.072656e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -10726589.000000 Penalty: 3684.846436
	Iteration 42Q: 3 clusters Score -1.072659e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -10726604.000000 Penalty: 3684.846436
	Iteration 43Q: 3 clusters Score -1.07266e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -10726613.000000 Penalty: 3684.846436
	Iteration 44Q: 3 clusters Score -1.072661e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -10726618.000000 Penalty: 3684.846436
	Iteration 45Q: 3 clusters Score -1.072662e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10726640.000000 Penalty: 3684.846436
	Iteration 46Q: 3 clusters Score -1.072664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10726649.000000 Penalty: 3684.846436
	Iteration 47Q: 3 clusters Score -1.072665e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10726645.000000 Penalty: 3684.846436
	Iteration 48Q: 3 clusters Score -1.072664e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10726646.000000 Penalty: 3684.846436
	Iteration 49Q: 3 clusters Score -1.072665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -10726649.000000 Penalty: 3684.846436
	Iteration 50Q: 3 clusters Score -1.072665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10726642.000000 Penalty: 3684.846436
	Iteration 51Q: 3 clusters Score -1.072664e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -10726642.000000 Penalty: 3684.846436
	Iteration 52Q: 3 clusters Score -1.072664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -10726660.000000 Penalty: 3684.846436
	Iteration 53Q: 3 clusters Score -1.072666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10726665.000000 Penalty: 3684.846436
	Iteration 54Q: 3 clusters Score -1.072666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10726663.000000 Penalty: 3684.846436
	Iteration 55Q: 3 clusters Score -1.072666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10726654.000000 Penalty: 3684.846436
	Iteration 56Q: 3 clusters Score -1.072665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -10726648.000000 Penalty: 3684.846436
	Iteration 57Q: 3 clusters Score -1.072665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10726650.000000 Penalty: 3684.846436
	Iteration 58Q: 3 clusters Score -1.072665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -10726654.000000 Penalty: 3684.846436
	Iteration 59Q: 3 clusters Score -1.072665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10726656.000000 Penalty: 3684.846436
	Iteration 60F: 3 clusters Score -1.072666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -10726660.000000 Penalty: 3684.846436
	Iteration 61Q: 3 clusters Score -1.072666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10726659.000000 Penalty: 3684.846436
	Iteration 62Q: 3 clusters Score -1.072666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10726657.000000 Penalty: 3684.846436
	Iteration 63Q: 3 clusters Score -1.072666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -10726664.000000 Penalty: 3684.846436
	Iteration 64Q: 3 clusters Score -1.072666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10726660.000000 Penalty: 3684.846436
	Iteration 65Q: 3 clusters Score -1.072666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -10726668.000000 Penalty: 3684.846436
	Iteration 66Q: 3 clusters Score -1.072667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10726665.000000 Penalty: 3684.846436
	Iteration 67Q: 3 clusters Score -1.072666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10726665.000000 Penalty: 3684.846436
	Iteration 68F: 3 clusters Score -1.072666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -60251.878906 Penalty: 1073.580688
	Iteration 0F: 2 clusters Score -60251.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59614.835938 Penalty: 2147.161377
	Iteration 0F: 3 clusters Score -59614.84 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60823.132812 Penalty: 2147.161377
	Iteration 1F: 3 clusters Score -60823.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61570.250000 Penalty: 2147.161377
	Iteration 2F: 3 clusters Score -61570.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62217.011719 Penalty: 2147.161377
	Iteration 3F: 3 clusters Score -62217.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -62619.867188 Penalty: 2147.161377
	Iteration 4Q: 3 clusters Score -62619.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -62794.535156 Penalty: 2147.161377
	Iteration 5Q: 3 clusters Score -62794.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62858.640625 Penalty: 2147.161377
	Iteration 6Q: 3 clusters Score -62858.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62867.234375 Penalty: 2147.161377
	Iteration 7Q: 3 clusters Score -62867.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -62886.593750 Penalty: 2147.161377
	Iteration 8Q: 3 clusters Score -62886.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62897.378906 Penalty: 2147.161377
	Iteration 9Q: 3 clusters Score -62897.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62906.968750 Penalty: 2147.161377
	Iteration 10Q: 3 clusters Score -62906.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62910.738281 Penalty: 2147.161377
	Iteration 11Q: 3 clusters Score -62910.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62917.945312 Penalty: 2147.161377
	Iteration 12Q: 3 clusters Score -62917.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62917.945312 Penalty: 2147.161377
	Iteration 13F: 3 clusters Score -62917.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 83951 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 12 contains 31338 members 
Mstep: Class 13 contains 96967 members 
Mstep: Class 14 contains 75547 members 
Mstep: Class 15 contains 67935 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 18 contains 69834 members 
Mstep: Class 20 contains 22852 members 
Entering Unmasked Estep 
Score: -61622364.000000 Penalty: 34085.648438
Splitting cluster 4 changes total score from -61617516.000000 to -61622364.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -115515.734375 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -115515.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114108.960938 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -114109 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114334.617188 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -114334.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114401.625000 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -114401.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114428.656250 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -114428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114435.796875 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -114435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114439.867188 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -114439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114441.914062 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -114441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114445.273438 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -114445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114447.617188 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -114447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114449.445312 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -114449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114452.796875 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -114452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114454.273438 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -114454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114454.945312 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -114454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114455.484375 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -114455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114456.429688 Penalty: 2220.385010
	Iteration 14Q: 3 clusters Score -114456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114457.296875 Penalty: 2220.385010
	Iteration 15Q: 3 clusters Score -114457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114457.296875 Penalty: 2220.385010
	Iteration 16F: 3 clusters Score -114457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -643959.375000 Penalty: 1387.611938
	Iteration 0F: 2 clusters Score -643959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -639933.750000 Penalty: 2775.223877
	Iteration 0F: 3 clusters Score -639933.8 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -641109.812500 Penalty: 2775.223877
	Iteration 1F: 3 clusters Score -641109.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -641378.062500 Penalty: 2775.223877
	Iteration 2F: 3 clusters Score -641378.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -641646.937500 Penalty: 2775.223877
	Iteration 3F: 3 clusters Score -641646.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -641889.812500 Penalty: 2775.223877
	Iteration 4F: 3 clusters Score -641889.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -642095.562500 Penalty: 2775.223877
	Iteration 5F: 3 clusters Score -642095.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -642307.875000 Penalty: 2775.223877
	Iteration 6F: 3 clusters Score -642307.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -642469.437500 Penalty: 2775.223877
	Iteration 7Q: 3 clusters Score -642469.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -642571.625000 Penalty: 2775.223877
	Iteration 8Q: 3 clusters Score -642571.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -642665.000000 Penalty: 2775.223877
	Iteration 9Q: 3 clusters Score -642665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -642724.125000 Penalty: 2775.223877
	Iteration 10Q: 3 clusters Score -642724.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -642770.000000 Penalty: 2775.223877
	Iteration 11Q: 3 clusters Score -642770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -642808.625000 Penalty: 2775.223877
	Iteration 12Q: 3 clusters Score -642808.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -642833.437500 Penalty: 2775.223877
	Iteration 13Q: 3 clusters Score -642833.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -642847.750000 Penalty: 2775.223877
	Iteration 14Q: 3 clusters Score -642847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -642856.250000 Penalty: 2775.223877
	Iteration 15Q: 3 clusters Score -642856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -642861.875000 Penalty: 2775.223877
	Iteration 16Q: 3 clusters Score -642861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -642869.250000 Penalty: 2775.223877
	Iteration 17Q: 3 clusters Score -642869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -642874.937500 Penalty: 2775.223877
	Iteration 18Q: 3 clusters Score -642874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -642879.562500 Penalty: 2775.223877
	Iteration 19Q: 3 clusters Score -642879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -642883.062500 Penalty: 2775.223877
	Iteration 20F: 3 clusters Score -642883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -642885.500000 Penalty: 2775.223877
	Iteration 21Q: 3 clusters Score -642885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -642888.062500 Penalty: 2775.223877
	Iteration 22Q: 3 clusters Score -642888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -642893.125000 Penalty: 2775.223877
	Iteration 23Q: 3 clusters Score -642893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -642898.937500 Penalty: 2775.223877
	Iteration 24Q: 3 clusters Score -642898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -642900.875000 Penalty: 2775.223877
	Iteration 25Q: 3 clusters Score -642900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -642905.750000 Penalty: 2775.223877
	Iteration 26Q: 3 clusters Score -642905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -642908.187500 Penalty: 2775.223877
	Iteration 27Q: 3 clusters Score -642908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -642908.812500 Penalty: 2775.223877
	Iteration 28Q: 3 clusters Score -642908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -642912.062500 Penalty: 2775.223877
	Iteration 29Q: 3 clusters Score -642912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -642913.625000 Penalty: 2775.223877
	Iteration 30Q: 3 clusters Score -642913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -642916.875000 Penalty: 2775.223877
	Iteration 31Q: 3 clusters Score -642916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -642916.937500 Penalty: 2775.223877
	Iteration 32Q: 3 clusters Score -642916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -642917.000000 Penalty: 2775.223877
	Iteration 33Q: 3 clusters Score -642917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -642919.500000 Penalty: 2775.223877
	Iteration 34Q: 3 clusters Score -642919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -642919.437500 Penalty: 2775.223877
	Iteration 35Q: 3 clusters Score -642919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -642920.437500 Penalty: 2775.223877
	Iteration 36Q: 3 clusters Score -642920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -642920.437500 Penalty: 2775.223877
	Iteration 37F: 3 clusters Score -642920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -289921.468750 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -289921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287662.937500 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -287662.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -288139.250000 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -288139.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -288249.968750 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -288250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288326.687500 Penalty: 2511.878174
	Iteration 3Q: 3 clusters Score -288326.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288385.906250 Penalty: 2511.878174
	Iteration 4Q: 3 clusters Score -288385.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288423.656250 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -288423.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -288454.593750 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -288454.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -288474.125000 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -288474.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288488.187500 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -288488.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288499.562500 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -288499.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288517.718750 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -288517.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288529.250000 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -288529.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -288540.812500 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -288540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288552.812500 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -288552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -288565.125000 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -288565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -288576.187500 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -288576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -288585.750000 Penalty: 2511.878174
	Iteration 16Q: 3 clusters Score -288585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288593.312500 Penalty: 2511.878174
	Iteration 17Q: 3 clusters Score -288593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -288599.718750 Penalty: 2511.878174
	Iteration 18Q: 3 clusters Score -288599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -288607.062500 Penalty: 2511.878174
	Iteration 19Q: 3 clusters Score -288607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -288612.500000 Penalty: 2511.878174
	Iteration 20F: 3 clusters Score -288612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -288614.937500 Penalty: 2511.878174
	Iteration 21Q: 3 clusters Score -288614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -288616.187500 Penalty: 2511.878174
	Iteration 22Q: 3 clusters Score -288616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -288618.718750 Penalty: 2511.878174
	Iteration 23Q: 3 clusters Score -288618.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -288622.750000 Penalty: 2511.878174
	Iteration 24Q: 3 clusters Score -288622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -288624.281250 Penalty: 2511.878174
	Iteration 25Q: 3 clusters Score -288624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -288626.156250 Penalty: 2511.878174
	Iteration 26Q: 3 clusters Score -288626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288626.968750 Penalty: 2511.878174
	Iteration 27Q: 3 clusters Score -288627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -288629.343750 Penalty: 2511.878174
	Iteration 28Q: 3 clusters Score -288629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -288631.781250 Penalty: 2511.878174
	Iteration 29Q: 3 clusters Score -288631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288633.468750 Penalty: 2511.878174
	Iteration 30Q: 3 clusters Score -288633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -288634.375000 Penalty: 2511.878174
	Iteration 31Q: 3 clusters Score -288634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -288636.187500 Penalty: 2511.878174
	Iteration 32Q: 3 clusters Score -288636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -288638.500000 Penalty: 2511.878174
	Iteration 33Q: 3 clusters Score -288638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -288639.375000 Penalty: 2511.878174
	Iteration 34Q: 3 clusters Score -288639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -288642.437500 Penalty: 2511.878174
	Iteration 35Q: 3 clusters Score -288642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -288644.468750 Penalty: 2511.878174
	Iteration 36Q: 3 clusters Score -288644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -288644.937500 Penalty: 2511.878174
	Iteration 37Q: 3 clusters Score -288644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -288645.312500 Penalty: 2511.878174
	Iteration 38Q: 3 clusters Score -288645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -288646.531250 Penalty: 2511.878174
	Iteration 39Q: 3 clusters Score -288646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -288647.437500 Penalty: 2511.878174
	Iteration 40F: 3 clusters Score -288647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -177268.312500 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -177268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175513.031250 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -175513 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -175932.078125 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -175932.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -176030.109375 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -176030.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -176100.890625 Penalty: 2381.101318
	Iteration 3Q: 3 clusters Score -176100.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -176146.546875 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -176146.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -176190.515625 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -176190.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -176254.046875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -176254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -176318.781250 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -176318.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -176396.640625 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -176396.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -176463.328125 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -176463.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -176545.453125 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -176545.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176623.781250 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -176623.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -176709.812500 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -176709.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -176775.062500 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -176775.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176837.921875 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -176837.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -176882.296875 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -176882.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176904.890625 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -176904.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176922.921875 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -176922.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -176940.843750 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -176940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -176952.390625 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -176952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -176961.015625 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -176961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -176967.218750 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -176967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -176979.031250 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -176979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -176987.609375 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -176987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -176995.359375 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -176995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177003.781250 Penalty: 2381.101318
	Iteration 25Q: 3 clusters Score -177003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177018.593750 Penalty: 2381.101318
	Iteration 26Q: 3 clusters Score -177018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -177027.953125 Penalty: 2381.101318
	Iteration 27Q: 3 clusters Score -177028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -177032.187500 Penalty: 2381.101318
	Iteration 28Q: 3 clusters Score -177032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177033.921875 Penalty: 2381.101318
	Iteration 29Q: 3 clusters Score -177033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -177038.296875 Penalty: 2381.101318
	Iteration 30Q: 3 clusters Score -177038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177040.546875 Penalty: 2381.101318
	Iteration 31Q: 3 clusters Score -177040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -177045.031250 Penalty: 2381.101318
	Iteration 32Q: 3 clusters Score -177045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177047.468750 Penalty: 2381.101318
	Iteration 33Q: 3 clusters Score -177047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177048.281250 Penalty: 2381.101318
	Iteration 34Q: 3 clusters Score -177048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177048.281250 Penalty: 2381.101318
	Iteration 35F: 3 clusters Score -177048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Entering Unmasked Estep 
Score: -3809196.000000 Penalty: 1682.295288
	Iteration 0F: 2 clusters Score -3809196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3787986.000000 Penalty: 3364.590576
	Iteration 0F: 3 clusters Score -3787986 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3796323.250000 Penalty: 3364.590576
	Iteration 1F: 3 clusters Score -3796323 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3797002.250000 Penalty: 3364.590576
	Iteration 2F: 3 clusters Score -3797002 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3797729.500000 Penalty: 3364.590576
	Iteration 3F: 3 clusters Score -3797730 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3798512.250000 Penalty: 3364.590576
	Iteration 4F: 3 clusters Score -3798512 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3799417.250000 Penalty: 3364.590576
	Iteration 5F: 3 clusters Score -3799417 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3800465.250000 Penalty: 3364.590576
	Iteration 6F: 3 clusters Score -3800465 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3801510.250000 Penalty: 3364.590576
	Iteration 7F: 3 clusters Score -3801510 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3802376.000000 Penalty: 3364.590576
	Iteration 8Q: 3 clusters Score -3802376 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3803002.250000 Penalty: 3364.590576
	Iteration 9Q: 3 clusters Score -3803002 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3803339.250000 Penalty: 3364.590576
	Iteration 10Q: 3 clusters Score -3803339 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3803500.000000 Penalty: 3364.590576
	Iteration 11Q: 3 clusters Score -3803500 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3803609.500000 Penalty: 3364.590576
	Iteration 12Q: 3 clusters Score -3803610 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3803686.750000 Penalty: 3364.590576
	Iteration 13Q: 3 clusters Score -3803687 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3803726.000000 Penalty: 3364.590576
	Iteration 14Q: 3 clusters Score -3803726 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3803781.000000 Penalty: 3364.590576
	Iteration 15Q: 3 clusters Score -3803781 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3803820.250000 Penalty: 3364.590576
	Iteration 16Q: 3 clusters Score -3803820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3803841.500000 Penalty: 3364.590576
	Iteration 17Q: 3 clusters Score -3803842 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3803872.000000 Penalty: 3364.590576
	Iteration 18Q: 3 clusters Score -3803872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3803936.000000 Penalty: 3364.590576
	Iteration 19Q: 3 clusters Score -3803936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3803982.250000 Penalty: 3364.590576
	Iteration 20F: 3 clusters Score -3803982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3804022.000000 Penalty: 3364.590576
	Iteration 21Q: 3 clusters Score -3804022 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3804059.750000 Penalty: 3364.590576
	Iteration 22Q: 3 clusters Score -3804060 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3804110.500000 Penalty: 3364.590576
	Iteration 23Q: 3 clusters Score -3804110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3804147.250000 Penalty: 3364.590576
	Iteration 24Q: 3 clusters Score -3804147 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3804190.000000 Penalty: 3364.590576
	Iteration 25Q: 3 clusters Score -3804190 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3804248.000000 Penalty: 3364.590576
	Iteration 26Q: 3 clusters Score -3804248 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3804294.500000 Penalty: 3364.590576
	Iteration 27Q: 3 clusters Score -3804294 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3804334.750000 Penalty: 3364.590576
	Iteration 28Q: 3 clusters Score -3804335 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3804398.500000 Penalty: 3364.590576
	Iteration 29Q: 3 clusters Score -3804398 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3804447.000000 Penalty: 3364.590576
	Iteration 30Q: 3 clusters Score -3804447 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3804486.000000 Penalty: 3364.590576
	Iteration 31Q: 3 clusters Score -3804486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3804564.500000 Penalty: 3364.590576
	Iteration 32Q: 3 clusters Score -3804564 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3804654.750000 Penalty: 3364.590576
	Iteration 33Q: 3 clusters Score -3804655 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3804759.500000 Penalty: 3364.590576
	Iteration 34Q: 3 clusters Score -3804760 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3804867.750000 Penalty: 3364.590576
	Iteration 35Q: 3 clusters Score -3804868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3804970.750000 Penalty: 3364.590576
	Iteration 36Q: 3 clusters Score -3804971 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3805070.250000 Penalty: 3364.590576
	Iteration 37Q: 3 clusters Score -3805070 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3805192.750000 Penalty: 3364.590576
	Iteration 38Q: 3 clusters Score -3805193 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3805287.500000 Penalty: 3364.590576
	Iteration 39Q: 3 clusters Score -3805288 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3805367.250000 Penalty: 3364.590576
	Iteration 40F: 3 clusters Score -3805367 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3805455.000000 Penalty: 3364.590576
	Iteration 41Q: 3 clusters Score -3805455 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3805571.750000 Penalty: 3364.590576
	Iteration 42Q: 3 clusters Score -3805572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3805691.000000 Penalty: 3364.590576
	Iteration 43Q: 3 clusters Score -3805691 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3805802.750000 Penalty: 3364.590576
	Iteration 44Q: 3 clusters Score -3805803 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3805927.000000 Penalty: 3364.590576
	Iteration 45Q: 3 clusters Score -3805927 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3806042.000000 Penalty: 3364.590576
	Iteration 46Q: 3 clusters Score -3806042 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3806181.750000 Penalty: 3364.590576
	Iteration 47Q: 3 clusters Score -3806182 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3806291.500000 Penalty: 3364.590576
	Iteration 48Q: 3 clusters Score -3806292 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3806399.500000 Penalty: 3364.590576
	Iteration 49Q: 3 clusters Score -3806400 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3806501.750000 Penalty: 3364.590576
	Iteration 50Q: 3 clusters Score -3806502 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3806608.250000 Penalty: 3364.590576
	Iteration 51Q: 3 clusters Score -3806608 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3806731.500000 Penalty: 3364.590576
	Iteration 52Q: 3 clusters Score -3806732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3806843.500000 Penalty: 3364.590576
	Iteration 53Q: 3 clusters Score -3806844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3806941.000000 Penalty: 3364.590576
	Iteration 54Q: 3 clusters Score -3806941 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3807028.250000 Penalty: 3364.590576
	Iteration 55Q: 3 clusters Score -3807028 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3807124.000000 Penalty: 3364.590576
	Iteration 56Q: 3 clusters Score -3807124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3807213.000000 Penalty: 3364.590576
	Iteration 57Q: 3 clusters Score -3807213 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3807301.750000 Penalty: 3364.590576
	Iteration 58Q: 3 clusters Score -3807302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3807403.000000 Penalty: 3364.590576
	Iteration 59Q: 3 clusters Score -3807403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3807478.250000 Penalty: 3364.590576
	Iteration 60F: 3 clusters Score -3807478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3807526.750000 Penalty: 3364.590576
	Iteration 61Q: 3 clusters Score -3807527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3807574.500000 Penalty: 3364.590576
	Iteration 62Q: 3 clusters Score -3807574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3807627.500000 Penalty: 3364.590576
	Iteration 63Q: 3 clusters Score -3807628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3807664.250000 Penalty: 3364.590576
	Iteration 64Q: 3 clusters Score -3807664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3807683.750000 Penalty: 3364.590576
	Iteration 65Q: 3 clusters Score -3807684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3807700.500000 Penalty: 3364.590576
	Iteration 66Q: 3 clusters Score -3807700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3807712.750000 Penalty: 3364.590576
	Iteration 67Q: 3 clusters Score -3807713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3807725.000000 Penalty: 3364.590576
	Iteration 68Q: 3 clusters Score -3807725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3807733.000000 Penalty: 3364.590576
	Iteration 69Q: 3 clusters Score -3807733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3807739.750000 Penalty: 3364.590576
	Iteration 70Q: 3 clusters Score -3807740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3807741.750000 Penalty: 3364.590576
	Iteration 71Q: 3 clusters Score -3807742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3807741.000000 Penalty: 3364.590576
	Iteration 72Q: 3 clusters Score -3807741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3807745.750000 Penalty: 3364.590576
	Iteration 73Q: 3 clusters Score -3807746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3807751.000000 Penalty: 3364.590576
	Iteration 74Q: 3 clusters Score -3807751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3807753.750000 Penalty: 3364.590576
	Iteration 75Q: 3 clusters Score -3807754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3807754.250000 Penalty: 3364.590576
	Iteration 76Q: 3 clusters Score -3807754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3807761.000000 Penalty: 3364.590576
	Iteration 77Q: 3 clusters Score -3807761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3807767.500000 Penalty: 3364.590576
	Iteration 78Q: 3 clusters Score -3807768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3807770.250000 Penalty: 3364.590576
	Iteration 79Q: 3 clusters Score -3807770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3807768.250000 Penalty: 3364.590576
	Iteration 80F: 3 clusters Score -3807768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3807770.500000 Penalty: 3364.590576
	Iteration 81Q: 3 clusters Score -3807770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3807777.250000 Penalty: 3364.590576
	Iteration 82Q: 3 clusters Score -3807777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3807775.250000 Penalty: 3364.590576
	Iteration 83Q: 3 clusters Score -3807775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3807777.250000 Penalty: 3364.590576
	Iteration 84Q: 3 clusters Score -3807777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3807777.250000 Penalty: 3364.590576
	Iteration 85F: 3 clusters Score -3807777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Entering Unmasked Estep 
Score: -12316977.000000 Penalty: 1865.845459
	Iteration 0F: 2 clusters Score -1.231698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -12256814.000000 Penalty: 3731.690918
	Iteration 0F: 3 clusters Score -1.225681e+07 nChanged 46325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -12283667.000000 Penalty: 3731.690918
	Iteration 1F: 3 clusters Score -1.228367e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -12284568.000000 Penalty: 3731.690918
	Iteration 2Q: 3 clusters Score -1.228457e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -12285723.000000 Penalty: 3731.690918
	Iteration 3Q: 3 clusters Score -1.228572e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -12287683.000000 Penalty: 3731.690918
	Iteration 4Q: 3 clusters Score -1.228768e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -12290724.000000 Penalty: 3731.690918
	Iteration 5F: 3 clusters Score -1.229072e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -12295149.000000 Penalty: 3731.690918
	Iteration 6F: 3 clusters Score -1.229515e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -12300612.000000 Penalty: 3731.690918
	Iteration 7F: 3 clusters Score -1.230061e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -12305907.000000 Penalty: 3731.690918
	Iteration 8F: 3 clusters Score -1.230591e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -12309743.000000 Penalty: 3731.690918
	Iteration 9Q: 3 clusters Score -1.230974e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -12312008.000000 Penalty: 3731.690918
	Iteration 10Q: 3 clusters Score -1.231201e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -12313245.000000 Penalty: 3731.690918
	Iteration 11Q: 3 clusters Score -1.231324e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12314032.000000 Penalty: 3731.690918
	Iteration 12Q: 3 clusters Score -1.231403e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -12314524.000000 Penalty: 3731.690918
	Iteration 13Q: 3 clusters Score -1.231452e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12314791.000000 Penalty: 3731.690918
	Iteration 14Q: 3 clusters Score -1.231479e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12314981.000000 Penalty: 3731.690918
	Iteration 15Q: 3 clusters Score -1.231498e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -12315071.000000 Penalty: 3731.690918
	Iteration 16Q: 3 clusters Score -1.231507e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -12315158.000000 Penalty: 3731.690918
	Iteration 17Q: 3 clusters Score -1.231516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -12315187.000000 Penalty: 3731.690918
	Iteration 18Q: 3 clusters Score -1.231519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -12315228.000000 Penalty: 3731.690918
	Iteration 19Q: 3 clusters Score -1.231523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -12315266.000000 Penalty: 3731.690918
	Iteration 20F: 3 clusters Score -1.231527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -12315290.000000 Penalty: 3731.690918
	Iteration 21Q: 3 clusters Score -1.231529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12315318.000000 Penalty: 3731.690918
	Iteration 22Q: 3 clusters Score -1.231532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -12315344.000000 Penalty: 3731.690918
	Iteration 23Q: 3 clusters Score -1.231534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -12315349.000000 Penalty: 3731.690918
	Iteration 24Q: 3 clusters Score -1.231535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12315348.000000 Penalty: 3731.690918
	Iteration 25Q: 3 clusters Score -1.231535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -12315354.000000 Penalty: 3731.690918
	Iteration 26Q: 3 clusters Score -1.231535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -12315364.000000 Penalty: 3731.690918
	Iteration 27Q: 3 clusters Score -1.231536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -12315373.000000 Penalty: 3731.690918
	Iteration 28Q: 3 clusters Score -1.231537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -12315360.000000 Penalty: 3731.690918
	Iteration 29Q: 3 clusters Score -1.231536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -12315361.000000 Penalty: 3731.690918
	Iteration 30Q: 3 clusters Score -1.231536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -12315361.000000 Penalty: 3731.690918
	Iteration 31F: 3 clusters Score -1.231536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Entering Unmasked Estep 
Score: -9665179.000000 Penalty: 1825.282959
	Iteration 0F: 2 clusters Score -9665179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -9615847.000000 Penalty: 3650.565918
	Iteration 0F: 3 clusters Score -9615847 nChanged 35896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -9636726.000000 Penalty: 3650.565918
	Iteration 1F: 3 clusters Score -9636726 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9637813.000000 Penalty: 3650.565918
	Iteration 2Q: 3 clusters Score -9637813 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -9639512.000000 Penalty: 3650.565918
	Iteration 3Q: 3 clusters Score -9639512 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9642078.000000 Penalty: 3650.565918
	Iteration 4F: 3 clusters Score -9642078 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -9645381.000000 Penalty: 3650.565918
	Iteration 5F: 3 clusters Score -9645381 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -9649230.000000 Penalty: 3650.565918
	Iteration 6F: 3 clusters Score -9649230 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -9653141.000000 Penalty: 3650.565918
	Iteration 7F: 3 clusters Score -9653141 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9656026.000000 Penalty: 3650.565918
	Iteration 8F: 3 clusters Score -9656026 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -9657599.000000 Penalty: 3650.565918
	Iteration 9Q: 3 clusters Score -9657599 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -9658332.000000 Penalty: 3650.565918
	Iteration 10Q: 3 clusters Score -9658332 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -9658795.000000 Penalty: 3650.565918
	Iteration 11Q: 3 clusters Score -9658795 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -9659149.000000 Penalty: 3650.565918
	Iteration 12Q: 3 clusters Score -9659149 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9659537.000000 Penalty: 3650.565918
	Iteration 13Q: 3 clusters Score -9659537 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9659922.000000 Penalty: 3650.565918
	Iteration 14Q: 3 clusters Score -9659922 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9660218.000000 Penalty: 3650.565918
	Iteration 15Q: 3 clusters Score -9660218 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -9660539.000000 Penalty: 3650.565918
	Iteration 16Q: 3 clusters Score -9660539 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -9660854.000000 Penalty: 3650.565918
	Iteration 17Q: 3 clusters Score -9660854 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -9661155.000000 Penalty: 3650.565918
	Iteration 18Q: 3 clusters Score -9661155 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -9661451.000000 Penalty: 3650.565918
	Iteration 19Q: 3 clusters Score -9661451 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -9661705.000000 Penalty: 3650.565918
	Iteration 20F: 3 clusters Score -9661705 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -9661948.000000 Penalty: 3650.565918
	Iteration 21Q: 3 clusters Score -9661948 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -9662156.000000 Penalty: 3650.565918
	Iteration 22Q: 3 clusters Score -9662156 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -9662375.000000 Penalty: 3650.565918
	Iteration 23Q: 3 clusters Score -9662375 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -9662550.000000 Penalty: 3650.565918
	Iteration 24Q: 3 clusters Score -9662550 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -9662721.000000 Penalty: 3650.565918
	Iteration 25Q: 3 clusters Score -9662721 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -9662896.000000 Penalty: 3650.565918
	Iteration 26Q: 3 clusters Score -9662896 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -9663070.000000 Penalty: 3650.565918
	Iteration 27Q: 3 clusters Score -9663070 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -9663232.000000 Penalty: 3650.565918
	Iteration 28Q: 3 clusters Score -9663232 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -9663326.000000 Penalty: 3650.565918
	Iteration 29Q: 3 clusters Score -9663326 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -9663553.000000 Penalty: 3650.565918
	Iteration 30Q: 3 clusters Score -9663553 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -9663695.000000 Penalty: 3650.565918
	Iteration 31Q: 3 clusters Score -9663695 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -9663847.000000 Penalty: 3650.565918
	Iteration 32Q: 3 clusters Score -9663847 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -9663914.000000 Penalty: 3650.565918
	Iteration 33Q: 3 clusters Score -9663914 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -9664022.000000 Penalty: 3650.565918
	Iteration 34Q: 3 clusters Score -9664022 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -9664098.000000 Penalty: 3650.565918
	Iteration 35Q: 3 clusters Score -9664098 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9664170.000000 Penalty: 3650.565918
	Iteration 36Q: 3 clusters Score -9664170 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -9664216.000000 Penalty: 3650.565918
	Iteration 37Q: 3 clusters Score -9664216 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -9664311.000000 Penalty: 3650.565918
	Iteration 38Q: 3 clusters Score -9664311 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -9664348.000000 Penalty: 3650.565918
	Iteration 39Q: 3 clusters Score -9664348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -9664351.000000 Penalty: 3650.565918
	Iteration 40F: 3 clusters Score -9664351 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9664382.000000 Penalty: 3650.565918
	Iteration 41Q: 3 clusters Score -9664382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -9664421.000000 Penalty: 3650.565918
	Iteration 42Q: 3 clusters Score -9664421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -9664450.000000 Penalty: 3650.565918
	Iteration 43Q: 3 clusters Score -9664450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -9664440.000000 Penalty: 3650.565918
	Iteration 44Q: 3 clusters Score -9664440 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -9664453.000000 Penalty: 3650.565918
	Iteration 45Q: 3 clusters Score -9664453 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -9664470.000000 Penalty: 3650.565918
	Iteration 46Q: 3 clusters Score -9664470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -9664481.000000 Penalty: 3650.565918
	Iteration 47Q: 3 clusters Score -9664481 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9664466.000000 Penalty: 3650.565918
	Iteration 48Q: 3 clusters Score -9664466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9664452.000000 Penalty: 3650.565918
	Iteration 49Q: 3 clusters Score -9664452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -9664444.000000 Penalty: 3650.565918
	Iteration 50Q: 3 clusters Score -9664444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -9664455.000000 Penalty: 3650.565918
	Iteration 51Q: 3 clusters Score -9664455 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -9664470.000000 Penalty: 3650.565918
	Iteration 52Q: 3 clusters Score -9664470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9664465.000000 Penalty: 3650.565918
	Iteration 53Q: 3 clusters Score -9664465 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9664471.000000 Penalty: 3650.565918
	Iteration 54Q: 3 clusters Score -9664471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9664471.000000 Penalty: 3650.565918
	Iteration 55Q: 3 clusters Score -9664471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9664471.000000 Penalty: 3650.565918
	Iteration 56Q: 3 clusters Score -9664471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9664480.000000 Penalty: 3650.565918
	Iteration 57Q: 3 clusters Score -9664480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -9664475.000000 Penalty: 3650.565918
	Iteration 58Q: 3 clusters Score -9664475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -9664453.000000 Penalty: 3650.565918
	Iteration 59Q: 3 clusters Score -9664453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -9664467.000000 Penalty: 3650.565918
	Iteration 60F: 3 clusters Score -9664467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9664481.000000 Penalty: 3650.565918
	Iteration 61Q: 3 clusters Score -9664481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -9664490.000000 Penalty: 3650.565918
	Iteration 62Q: 3 clusters Score -9664490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9664485.000000 Penalty: 3650.565918
	Iteration 63Q: 3 clusters Score -9664485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9664466.000000 Penalty: 3650.565918
	Iteration 64Q: 3 clusters Score -9664466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9664468.000000 Penalty: 3650.565918
	Iteration 65Q: 3 clusters Score -9664468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9664471.000000 Penalty: 3650.565918
	Iteration 66Q: 3 clusters Score -9664471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -9664470.000000 Penalty: 3650.565918
	Iteration 67Q: 3 clusters Score -9664470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9664481.000000 Penalty: 3650.565918
	Iteration 68Q: 3 clusters Score -9664481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -9664477.000000 Penalty: 3650.565918
	Iteration 69Q: 3 clusters Score -9664477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -9664480.000000 Penalty: 3650.565918
	Iteration 70Q: 3 clusters Score -9664480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -9664473.000000 Penalty: 3650.565918
	Iteration 71Q: 3 clusters Score -9664473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -9664468.000000 Penalty: 3650.565918
	Iteration 72Q: 3 clusters Score -9664468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -9664470.000000 Penalty: 3650.565918
	Iteration 73Q: 3 clusters Score -9664470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -9664481.000000 Penalty: 3650.565918
	Iteration 74Q: 3 clusters Score -9664481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -9664489.000000 Penalty: 3650.565918
	Iteration 75Q: 3 clusters Score -9664489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9664490.000000 Penalty: 3650.565918
	Iteration 76Q: 3 clusters Score -9664490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -9664494.000000 Penalty: 3650.565918
	Iteration 77Q: 3 clusters Score -9664494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9664496.000000 Penalty: 3650.565918
	Iteration 78Q: 3 clusters Score -9664496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9664493.000000 Penalty: 3650.565918
	Iteration 79Q: 3 clusters Score -9664493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -9664500.000000 Penalty: 3650.565918
	Iteration 80F: 3 clusters Score -9664500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -9664493.000000 Penalty: 3650.565918
	Iteration 81Q: 3 clusters Score -9664493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -9664502.000000 Penalty: 3650.565918
	Iteration 82Q: 3 clusters Score -9664502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9664477.000000 Penalty: 3650.565918
	Iteration 83Q: 3 clusters Score -9664477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9664458.000000 Penalty: 3650.565918
	Iteration 84Q: 3 clusters Score -9664458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9664464.000000 Penalty: 3650.565918
	Iteration 85Q: 3 clusters Score -9664464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -9664462.000000 Penalty: 3650.565918
	Iteration 86Q: 3 clusters Score -9664462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -9664467.000000 Penalty: 3650.565918
	Iteration 87Q: 3 clusters Score -9664467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9664456.000000 Penalty: 3650.565918
	Iteration 88Q: 3 clusters Score -9664456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -9664459.000000 Penalty: 3650.565918
	Iteration 89Q: 3 clusters Score -9664459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -9664467.000000 Penalty: 3650.565918
	Iteration 90Q: 3 clusters Score -9664467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9664466.000000 Penalty: 3650.565918
	Iteration 91Q: 3 clusters Score -9664466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -9664458.000000 Penalty: 3650.565918
	Iteration 92Q: 3 clusters Score -9664458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -9664449.000000 Penalty: 3650.565918
	Iteration 93Q: 3 clusters Score -9664449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9664457.000000 Penalty: 3650.565918
	Iteration 94Q: 3 clusters Score -9664457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9664452.000000 Penalty: 3650.565918
	Iteration 95Q: 3 clusters Score -9664452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9664457.000000 Penalty: 3650.565918
	Iteration 96Q: 3 clusters Score -9664457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -9664452.000000 Penalty: 3650.565918
	Iteration 97Q: 3 clusters Score -9664452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -9664463.000000 Penalty: 3650.565918
	Iteration 98Q: 3 clusters Score -9664463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9664458.000000 Penalty: 3650.565918
	Iteration 99Q: 3 clusters Score -9664458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9664459.000000 Penalty: 3650.565918
	Iteration 100F: 3 clusters Score -9664459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -9664469.000000 Penalty: 3650.565918
	Iteration 101Q: 3 clusters Score -9664469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -9664470.000000 Penalty: 3650.565918
	Iteration 102Q: 3 clusters Score -9664470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9664475.000000 Penalty: 3650.565918
	Iteration 103Q: 3 clusters Score -9664475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9664475.000000 Penalty: 3650.565918
	Iteration 104F: 3 clusters Score -9664475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Entering Unmasked Estep 
Score: -8647926.000000 Penalty: 1808.024780
	Iteration 0F: 2 clusters Score -8647926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -8603005.000000 Penalty: 3616.049561
	Iteration 0F: 3 clusters Score -8603005 nChanged 32268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -8621893.000000 Penalty: 3616.049561
	Iteration 1F: 3 clusters Score -8621893 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8622721.000000 Penalty: 3616.049561
	Iteration 2Q: 3 clusters Score -8622721 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -8623778.000000 Penalty: 3616.049561
	Iteration 3Q: 3 clusters Score -8623778 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -8624922.000000 Penalty: 3616.049561
	Iteration 4Q: 3 clusters Score -8624922 nChanged 3237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -8626211.000000 Penalty: 3616.049561
	Iteration 5Q: 3 clusters Score -8626211 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8627565 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8628741.000000 Penalty: 3616.049561
	Iteration 7Q: 3 clusters Score -8628741 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8629897 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -8630809.000000 Penalty: 3616.049561
	Iteration 9Q: 3 clusters Score -8630809 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -8631690.000000 Penalty: 3616.049561
	Iteration 10Q: 3 clusters Score -8631690 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -8632605.000000 Penalty: 3616.049561
	Iteration 11Q: 3 clusters Score -8632605 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -8633850.000000 Penalty: 3616.049561
	Iteration 12Q: 3 clusters Score -8633850 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -8635383.000000 Penalty: 3616.049561
	Iteration 13Q: 3 clusters Score -8635383 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -8637369.000000 Penalty: 3616.049561
	Iteration 14Q: 3 clusters Score -8637369 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -8639631.000000 Penalty: 3616.049561
	Iteration 15Q: 3 clusters Score -8639631 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -8641397.000000 Penalty: 3616.049561
	Iteration 16Q: 3 clusters Score -8641397 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -8642192.000000 Penalty: 3616.049561
	Iteration 17Q: 3 clusters Score -8642192 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8642472.000000 Penalty: 3616.049561
	Iteration 18Q: 3 clusters Score -8642472 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -8642590.000000 Penalty: 3616.049561
	Iteration 19Q: 3 clusters Score -8642590 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -8642672.000000 Penalty: 3616.049561
	Iteration 20F: 3 clusters Score -8642672 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -8642706.000000 Penalty: 3616.049561
	Iteration 21Q: 3 clusters Score -8642706 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -8642745.000000 Penalty: 3616.049561
	Iteration 22Q: 3 clusters Score -8642745 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8642767 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -8642822.000000 Penalty: 3616.049561
	Iteration 24Q: 3 clusters Score -8642822 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -8642836.000000 Penalty: 3616.049561
	Iteration 25Q: 3 clusters Score -8642836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8642871.000000 Penalty: 3616.049561
	Iteration 26Q: 3 clusters Score -8642871 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -8642917.000000 Penalty: 3616.049561
	Iteration 27Q: 3 clusters Score -8642917 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -8642914.000000 Penalty: 3616.049561
	Iteration 28Q: 3 clusters Score -8642914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8642914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -8642900.000000 Penalty: 3616.049561
	Iteration 30Q: 3 clusters Score -8642900 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -8642894.000000 Penalty: 3616.049561
	Iteration 31Q: 3 clusters Score -8642894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -8642925.000000 Penalty: 3616.049561
	Iteration 32Q: 3 clusters Score -8642925 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8642934.000000 Penalty: 3616.049561
	Iteration 33Q: 3 clusters Score -8642934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -8642933.000000 Penalty: 3616.049561
	Iteration 34Q: 3 clusters Score -8642933 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -8642961.000000 Penalty: 3616.049561
	Iteration 35Q: 3 clusters Score -8642961 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -8642972.000000 Penalty: 3616.049561
	Iteration 36Q: 3 clusters Score -8642972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8642969.000000 Penalty: 3616.049561
	Iteration 37Q: 3 clusters Score -8642969 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -8642984.000000 Penalty: 3616.049561
	Iteration 38Q: 3 clusters Score -8642984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -8642994.000000 Penalty: 3616.049561
	Iteration 39Q: 3 clusters Score -8642994 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -8643011.000000 Penalty: 3616.049561
	Iteration 40F: 3 clusters Score -8643011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8643016.000000 Penalty: 3616.049561
	Iteration 41Q: 3 clusters Score -8643016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -8643031.000000 Penalty: 3616.049561
	Iteration 42Q: 3 clusters Score -8643031 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8643026.000000 Penalty: 3616.049561
	Iteration 43Q: 3 clusters Score -8643026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8643031 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8643010.000000 Penalty: 3616.049561
	Iteration 45Q: 3 clusters Score -8643010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -8643002.000000 Penalty: 3616.049561
	Iteration 46Q: 3 clusters Score -8643002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8643036.000000 Penalty: 3616.049561
	Iteration 47Q: 3 clusters Score -8643036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8643043.000000 Penalty: 3616.049561
	Iteration 48Q: 3 clusters Score -8643043 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -8643068.000000 Penalty: 3616.049561
	Iteration 49Q: 3 clusters Score -8643068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8643069 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8643093.000000 Penalty: 3616.049561
	Iteration 51Q: 3 clusters Score -8643093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -8643087.000000 Penalty: 3616.049561
	Iteration 52Q: 3 clusters Score -8643087 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -8643082.000000 Penalty: 3616.049561
	Iteration 53Q: 3 clusters Score -8643082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -8643089.000000 Penalty: 3616.049561
	Iteration 54Q: 3 clusters Score -8643089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8643108.000000 Penalty: 3616.049561
	Iteration 55Q: 3 clusters Score -8643108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8643118.000000 Penalty: 3616.049561
	Iteration 56Q: 3 clusters Score -8643118 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8643142.000000 Penalty: 3616.049561
	Iteration 57Q: 3 clusters Score -8643142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8643153.000000 Penalty: 3616.049561
	Iteration 58Q: 3 clusters Score -8643153 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8643144.000000 Penalty: 3616.049561
	Iteration 59Q: 3 clusters Score -8643144 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8643137.000000 Penalty: 3616.049561
	Iteration 60F: 3 clusters Score -8643137 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -8643140.000000 Penalty: 3616.049561
	Iteration 61Q: 3 clusters Score -8643140 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8643127.000000 Penalty: 3616.049561
	Iteration 62Q: 3 clusters Score -8643127 nChanged 96
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Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8643115.000000 Penalty: 3616.049561
	Iteration 63Q: 3 clusters Score -8643115 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8643115 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -8643119.000000 Penalty: 3616.049561
	Iteration 65Q: 3 clusters Score -8643119 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8643127 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8643118 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8643138.000000 Penalty: 3616.049561
	Iteration 68Q: 3 clusters Score -8643138 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8643142.000000 Penalty: 3616.049561
	Iteration 69Q: 3 clusters Score -8643142 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8643137 nChanged 44
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Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8643137 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -8643144.000000 Penalty: 3616.049561
	Iteration 72Q: 3 clusters Score -8643144 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8643135.000000 Penalty: 3616.049561
	Iteration 73Q: 3 clusters Score -8643135 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -8643147.000000 Penalty: 3616.049561
	Iteration 74Q: 3 clusters Score -8643147 nChanged 42
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Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -8643162.000000 Penalty: 3616.049561
	Iteration 75Q: 3 clusters Score -8643162 nChanged 43
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Mstep: Class 1 contains 46731 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8643169 nChanged 42
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Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -8643158.000000 Penalty: 3616.049561
	Iteration 77Q: 3 clusters Score -8643158 nChanged 46
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Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8643147 nChanged 52
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Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8643163.000000 Penalty: 3616.049561
	Iteration 79Q: 3 clusters Score -8643163 nChanged 57
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Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -8643170.000000 Penalty: 3616.049561
	Iteration 80F: 3 clusters Score -8643170 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -8643176.000000 Penalty: 3616.049561
	Iteration 81Q: 3 clusters Score -8643176 nChanged 41
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Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8643172.000000 Penalty: 3616.049561
	Iteration 82Q: 3 clusters Score -8643172 nChanged 34
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8643176 nChanged 37
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Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8643164 nChanged 30
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Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8643160 nChanged 33
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Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -8643148.000000 Penalty: 3616.049561
	Iteration 86Q: 3 clusters Score -8643148 nChanged 27
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Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8643163 nChanged 24
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Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -8643157.000000 Penalty: 3616.049561
	Iteration 88Q: 3 clusters Score -8643157 nChanged 25
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Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8643169 nChanged 24
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Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -8643159.000000 Penalty: 3616.049561
	Iteration 90Q: 3 clusters Score -8643159 nChanged 18
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Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8643158 nChanged 14
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Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8643164 nChanged 22
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8643160 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8643166 nChanged 21
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Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8643169 nChanged 23
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Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8643170 nChanged 20
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Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8643176 nChanged 16
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Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -8643170.000000 Penalty: 3616.049561
	Iteration 98Q: 3 clusters Score -8643170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -8643177.000000 Penalty: 3616.049561
	Iteration 99Q: 3 clusters Score -8643177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8643186.000000 Penalty: 3616.049561
	Iteration 100F: 3 clusters Score -8643186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -8643199.000000 Penalty: 3616.049561
	Iteration 101Q: 3 clusters Score -8643199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8643194.000000 Penalty: 3616.049561
	Iteration 102Q: 3 clusters Score -8643194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8643186.000000 Penalty: 3616.049561
	Iteration 103Q: 3 clusters Score -8643186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -8643178.000000 Penalty: 3616.049561
	Iteration 104Q: 3 clusters Score -8643178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -8643184.000000 Penalty: 3616.049561
	Iteration 105Q: 3 clusters Score -8643184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8643185.000000 Penalty: 3616.049561
	Iteration 106Q: 3 clusters Score -8643185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8643180.000000 Penalty: 3616.049561
	Iteration 107Q: 3 clusters Score -8643180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -8643178.000000 Penalty: 3616.049561
	Iteration 108Q: 3 clusters Score -8643178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8643171.000000 Penalty: 3616.049561
	Iteration 109Q: 3 clusters Score -8643171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -8643169.000000 Penalty: 3616.049561
	Iteration 110Q: 3 clusters Score -8643169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8643171.000000 Penalty: 3616.049561
	Iteration 111Q: 3 clusters Score -8643171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -8643164.000000 Penalty: 3616.049561
	Iteration 112Q: 3 clusters Score -8643164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -8643174.000000 Penalty: 3616.049561
	Iteration 113Q: 3 clusters Score -8643174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -8643174.000000 Penalty: 3616.049561
	Iteration 114Q: 3 clusters Score -8643174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -8643184.000000 Penalty: 3616.049561
	Iteration 115Q: 3 clusters Score -8643184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -8643177.000000 Penalty: 3616.049561
	Iteration 116Q: 3 clusters Score -8643177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8643180.000000 Penalty: 3616.049561
	Iteration 117Q: 3 clusters Score -8643180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8643186.000000 Penalty: 3616.049561
	Iteration 118Q: 3 clusters Score -8643186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8643193.000000 Penalty: 3616.049561
	Iteration 119Q: 3 clusters Score -8643193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -8643198.000000 Penalty: 3616.049561
	Iteration 120F: 3 clusters Score -8643198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -8643208.000000 Penalty: 3616.049561
	Iteration 121Q: 3 clusters Score -8643208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -8643196.000000 Penalty: 3616.049561
	Iteration 122Q: 3 clusters Score -8643196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -8643198.000000 Penalty: 3616.049561
	Iteration 123Q: 3 clusters Score -8643198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8643188.000000 Penalty: 3616.049561
	Iteration 124Q: 3 clusters Score -8643188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -8643185.000000 Penalty: 3616.049561
	Iteration 125Q: 3 clusters Score -8643185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -8643180.000000 Penalty: 3616.049561
	Iteration 126Q: 3 clusters Score -8643180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8643189.000000 Penalty: 3616.049561
	Iteration 127Q: 3 clusters Score -8643189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -8643190.000000 Penalty: 3616.049561
	Iteration 128Q: 3 clusters Score -8643190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -8643190.000000 Penalty: 3616.049561
	Iteration 129F: 3 clusters Score -8643190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Entering Unmasked Estep 
Score: -4109515.000000 Penalty: 1687.108032
	Iteration 0F: 2 clusters Score -4109515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4087705.250000 Penalty: 3374.216064
	Iteration 0F: 3 clusters Score -4087705 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4096078.000000 Penalty: 3374.216064
	Iteration 1F: 3 clusters Score -4096078 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4096590.500000 Penalty: 3374.216064
	Iteration 2Q: 3 clusters Score -4096590 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4097306.000000 Penalty: 3374.216064
	Iteration 3Q: 3 clusters Score -4097306 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4098326.500000 Penalty: 3374.216064
	Iteration 4F: 3 clusters Score -4098326 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4099870.250000 Penalty: 3374.216064
	Iteration 5F: 3 clusters Score -4099870 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4101860.250000 Penalty: 3374.216064
	Iteration 6F: 3 clusters Score -4101860 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4104169.500000 Penalty: 3374.216064
	Iteration 7F: 3 clusters Score -4104170 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4106073.500000 Penalty: 3374.216064
	Iteration 8F: 3 clusters Score -4106074 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4107210.250000 Penalty: 3374.216064
	Iteration 9Q: 3 clusters Score -4107210 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4107695.500000 Penalty: 3374.216064
	Iteration 10Q: 3 clusters Score -4107696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4107905.500000 Penalty: 3374.216064
	Iteration 11Q: 3 clusters Score -4107906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4107980.250000 Penalty: 3374.216064
	Iteration 12Q: 3 clusters Score -4107980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4108008.500000 Penalty: 3374.216064
	Iteration 13Q: 3 clusters Score -4108008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4108022.000000 Penalty: 3374.216064
	Iteration 14Q: 3 clusters Score -4108022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4108034.750000 Penalty: 3374.216064
	Iteration 15Q: 3 clusters Score -4108035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4108039.000000 Penalty: 3374.216064
	Iteration 16Q: 3 clusters Score -4108039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4108050.000000 Penalty: 3374.216064
	Iteration 17Q: 3 clusters Score -4108050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4108048.500000 Penalty: 3374.216064
	Iteration 18Q: 3 clusters Score -4108048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4108048.500000 Penalty: 3374.216064
	Iteration 19F: 3 clusters Score -4108048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Entering Unmasked Estep 
Score: -8936814.000000 Penalty: 1812.504883
	Iteration 0F: 2 clusters Score -8936814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8890951.000000 Penalty: 3625.009766
	Iteration 0F: 3 clusters Score -8890951 nChanged 33254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -8910071.000000 Penalty: 3625.009766
	Iteration 1F: 3 clusters Score -8910071 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -8911030.000000 Penalty: 3625.009766
	Iteration 2Q: 3 clusters Score -8911030 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8912594.000000 Penalty: 3625.009766
	Iteration 3F: 3 clusters Score -8912594 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8915321.000000 Penalty: 3625.009766
	Iteration 4F: 3 clusters Score -8915321 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -8919713.000000 Penalty: 3625.009766
	Iteration 5F: 3 clusters Score -8919713 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -8925011.000000 Penalty: 3625.009766
	Iteration 6F: 3 clusters Score -8925011 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8929578.000000 Penalty: 3625.009766
	Iteration 7F: 3 clusters Score -8929578 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8932563.000000 Penalty: 3625.009766
	Iteration 8Q: 3 clusters Score -8932563 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8934132.000000 Penalty: 3625.009766
	Iteration 9Q: 3 clusters Score -8934132 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8934766.000000 Penalty: 3625.009766
	Iteration 10Q: 3 clusters Score -8934766 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8935000.000000 Penalty: 3625.009766
	Iteration 11Q: 3 clusters Score -8935000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8935112.000000 Penalty: 3625.009766
	Iteration 12Q: 3 clusters Score -8935112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8935156.000000 Penalty: 3625.009766
	Iteration 13Q: 3 clusters Score -8935156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8935166.000000 Penalty: 3625.009766
	Iteration 14Q: 3 clusters Score -8935166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8935177.000000 Penalty: 3625.009766
	Iteration 15Q: 3 clusters Score -8935177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8935194.000000 Penalty: 3625.009766
	Iteration 16Q: 3 clusters Score -8935194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8935189.000000 Penalty: 3625.009766
	Iteration 17Q: 3 clusters Score -8935189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8935184.000000 Penalty: 3625.009766
	Iteration 18Q: 3 clusters Score -8935184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8935192.000000 Penalty: 3625.009766
	Iteration 19Q: 3 clusters Score -8935192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8935188.000000 Penalty: 3625.009766
	Iteration 20F: 3 clusters Score -8935188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Entering Unmasked Estep 
Score: -2900471.000000 Penalty: 1630.979004
	Iteration 0F: 2 clusters Score -2900471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2885072.250000 Penalty: 3261.958008
	Iteration 0F: 3 clusters Score -2885072 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2890822.250000 Penalty: 3261.958008
	Iteration 1F: 3 clusters Score -2890822 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2891332.750000 Penalty: 3261.958008
	Iteration 2F: 3 clusters Score -2891333 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2891912.750000 Penalty: 3261.958008
	Iteration 3F: 3 clusters Score -2891913 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2892630.750000 Penalty: 3261.958008
	Iteration 4F: 3 clusters Score -2892631 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2893539.750000 Penalty: 3261.958008
	Iteration 5F: 3 clusters Score -2893540 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2894528.250000 Penalty: 3261.958008
	Iteration 6F: 3 clusters Score -2894528 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2895519.250000 Penalty: 3261.958008
	Iteration 7F: 3 clusters Score -2895519 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2896425.000000 Penalty: 3261.958008
	Iteration 8F: 3 clusters Score -2896425 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2897095.250000 Penalty: 3261.958008
	Iteration 9Q: 3 clusters Score -2897095 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2897665.000000 Penalty: 3261.958008
	Iteration 10Q: 3 clusters Score -2897665 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2898126.500000 Penalty: 3261.958008
	Iteration 11Q: 3 clusters Score -2898126 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2898463.750000 Penalty: 3261.958008
	Iteration 12Q: 3 clusters Score -2898464 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2898668.250000 Penalty: 3261.958008
	Iteration 13Q: 3 clusters Score -2898668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2898794.500000 Penalty: 3261.958008
	Iteration 14Q: 3 clusters Score -2898794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2898884.500000 Penalty: 3261.958008
	Iteration 15Q: 3 clusters Score -2898884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2898939.500000 Penalty: 3261.958008
	Iteration 16Q: 3 clusters Score -2898940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2898966.000000 Penalty: 3261.958008
	Iteration 17Q: 3 clusters Score -2898966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2898984.250000 Penalty: 3261.958008
	Iteration 18Q: 3 clusters Score -2898984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2898996.250000 Penalty: 3261.958008
	Iteration 19Q: 3 clusters Score -2898996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2899006.500000 Penalty: 3261.958008
	Iteration 20F: 3 clusters Score -2899006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2899013.750000 Penalty: 3261.958008
	Iteration 21Q: 3 clusters Score -2899014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2899019.500000 Penalty: 3261.958008
	Iteration 22Q: 3 clusters Score -2899020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2899026.500000 Penalty: 3261.958008
	Iteration 23Q: 3 clusters Score -2899026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2899032.250000 Penalty: 3261.958008
	Iteration 24Q: 3 clusters Score -2899032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2899032.000000 Penalty: 3261.958008
	Iteration 25Q: 3 clusters Score -2899032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2899037.500000 Penalty: 3261.958008
	Iteration 26Q: 3 clusters Score -2899038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2899038.250000 Penalty: 3261.958008
	Iteration 27Q: 3 clusters Score -2899038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2899037.500000 Penalty: 3261.958008
	Iteration 28Q: 3 clusters Score -2899038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2899037.500000 Penalty: 3261.958008
	Iteration 29F: 3 clusters Score -2899038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 3 contains 83951 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 12 contains 31338 members 
Mstep: Class 13 contains 96967 members 
Mstep: Class 14 contains 75547 members 
Mstep: Class 15 contains 67935 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 18 contains 69834 members 
Mstep: Class 20 contains 22852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623264.000000 Penalty: 34085.648438
Iteration 39Q: 17 clusters Score -6.162326e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 81310 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 12 contains 31521 members 
Mstep: Class 13 contains 97489 members 
Mstep: Class 14 contains 77324 members 
Mstep: Class 15 contains 67957 members 
Mstep: Class 16 contains 32424 members 
Mstep: Class 18 contains 69714 members 
Mstep: Class 20 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61626096.000000 Penalty: 34085.648438
Iteration 40F: 17 clusters Score -6.16261e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 78921 members 
Mstep: Class 4 contains 255 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 12 contains 31181 members 
Mstep: Class 13 contains 97949 members 
Mstep: Class 14 contains 79042 members 
Mstep: Class 15 contains 67982 members 
Mstep: Class 16 contains 32559 members 
Mstep: Class 18 contains 69536 members 
Mstep: Class 20 contains 22945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628396.000000 Penalty: 34085.648438
Iteration 41Q: 17 clusters Score -6.16284e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 76586 members 
Mstep: Class 4 contains 250 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 12 contains 31488 members 
Mstep: Class 13 contains 98293 members 
Mstep: Class 14 contains 80499 members 
Mstep: Class 15 contains 67945 members 
Mstep: Class 16 contains 32638 members 
Mstep: Class 18 contains 69364 members 
Mstep: Class 20 contains 22966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629924.000000 Penalty: 34085.648438
Iteration 42Q: 17 clusters Score -6.162992e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 74417 members 
Mstep: Class 4 contains 251 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 12 contains 31985 members 
Mstep: Class 13 contains 98574 members 
Mstep: Class 14 contains 81839 members 
Mstep: Class 15 contains 67823 members 
Mstep: Class 16 contains 32682 members 
Mstep: Class 18 contains 69215 members 
Mstep: Class 20 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630884.000000 Penalty: 34085.648438
Iteration 43Q: 17 clusters Score -6.163088e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 72580 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 12 contains 32668 members 
Mstep: Class 13 contains 98652 members 
Mstep: Class 14 contains 83018 members 
Mstep: Class 15 contains 67714 members 
Mstep: Class 16 contains 32709 members 
Mstep: Class 18 contains 69059 members 
Mstep: Class 20 contains 22989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631256.000000 Penalty: 34085.648438
Iteration 44Q: 17 clusters Score -6.163126e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 71022 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 12 contains 33306 members 
Mstep: Class 13 contains 98715 members 
Mstep: Class 14 contains 84009 members 
Mstep: Class 15 contains 67636 members 
Mstep: Class 16 contains 32721 members 
Mstep: Class 18 contains 68910 members 
Mstep: Class 20 contains 22978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631740.000000 Penalty: 34085.648438
Iteration 45Q: 17 clusters Score -6.163174e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 69670 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 8 contains 5079 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 12 contains 33891 members 
Mstep: Class 13 contains 98743 members 
Mstep: Class 14 contains 84927 members 
Mstep: Class 15 contains 67539 members 
Mstep: Class 16 contains 32699 members 
Mstep: Class 18 contains 68774 members 
Mstep: Class 20 contains 22979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 46Q: 17 clusters Score -6.163188e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 68524 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 12 contains 34337 members 
Mstep: Class 13 contains 98728 members 
Mstep: Class 14 contains 85790 members 
Mstep: Class 15 contains 67458 members 
Mstep: Class 16 contains 32693 members 
Mstep: Class 18 contains 68653 members 
Mstep: Class 20 contains 22971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632092.000000 Penalty: 34085.648438
Iteration 47Q: 17 clusters Score -6.163209e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 67687 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 12 contains 34732 members 
Mstep: Class 13 contains 98685 members 
Mstep: Class 14 contains 86480 members 
Mstep: Class 15 contains 67373 members 
Mstep: Class 16 contains 32663 members 
Mstep: Class 18 contains 68526 members 
Mstep: Class 20 contains 22972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632352.000000 Penalty: 34085.648438
Iteration 48Q: 17 clusters Score -6.163235e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 66982 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 1106 members 
Mstep: Class 12 contains 35078 members 
Mstep: Class 13 contains 98568 members 
Mstep: Class 14 contains 87108 members 
Mstep: Class 15 contains 67331 members 
Mstep: Class 16 contains 32628 members 
Mstep: Class 18 contains 68427 members 
Mstep: Class 20 contains 22970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632292.000000 Penalty: 34085.648438
Iteration 49Q: 17 clusters Score -6.163229e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 66387 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 12 contains 35356 members 
Mstep: Class 13 contains 98436 members 
Mstep: Class 14 contains 87669 members 
Mstep: Class 15 contains 67295 members 
Mstep: Class 16 contains 32576 members 
Mstep: Class 18 contains 68374 members 
Mstep: Class 20 contains 22973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632312.000000 Penalty: 34085.648438
Iteration 50Q: 17 clusters Score -6.163231e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4051 members 
Mstep: Class 3 contains 65898 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 12 contains 35557 members 
Mstep: Class 13 contains 98318 members 
Mstep: Class 14 contains 88174 members 
Mstep: Class 15 contains 67262 members 
Mstep: Class 16 contains 32526 members 
Mstep: Class 18 contains 68326 members 
Mstep: Class 20 contains 22977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632028.000000 Penalty: 34085.648438
Iteration 51Q: 17 clusters Score -6.163203e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 65458 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 1075 members 
Mstep: Class 12 contains 35718 members 
Mstep: Class 13 contains 98212 members 
Mstep: Class 14 contains 88629 members 
Mstep: Class 15 contains 67221 members 
Mstep: Class 16 contains 32499 members 
Mstep: Class 18 contains 68300 members 
Mstep: Class 20 contains 22980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632004.000000 Penalty: 34085.648438
Iteration 52Q: 17 clusters Score -6.1632e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 65134 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 12 contains 35825 members 
Mstep: Class 13 contains 98095 members 
Mstep: Class 14 contains 88939 members 
Mstep: Class 15 contains 67203 members 
Mstep: Class 16 contains 32494 members 
Mstep: Class 18 contains 68308 members 
Mstep: Class 20 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631988.000000 Penalty: 34085.648438
Iteration 53Q: 17 clusters Score -6.163199e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 64895 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 1063 members 
Mstep: Class 12 contains 35931 members 
Mstep: Class 13 contains 98000 members 
Mstep: Class 14 contains 89170 members 
Mstep: Class 15 contains 67194 members 
Mstep: Class 16 contains 32479 members 
Mstep: Class 18 contains 68314 members 
Mstep: Class 20 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632028.000000 Penalty: 34085.648438
Iteration 54Q: 17 clusters Score -6.163203e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 64676 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 12 contains 36005 members 
Mstep: Class 13 contains 97967 members 
Mstep: Class 14 contains 89333 members 
Mstep: Class 15 contains 67186 members 
Mstep: Class 16 contains 32478 members 
Mstep: Class 18 contains 68321 members 
Mstep: Class 20 contains 22998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632032.000000 Penalty: 34085.648438
Iteration 55Q: 17 clusters Score -6.163203e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 64497 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 12 contains 36083 members 
Mstep: Class 13 contains 97916 members 
Mstep: Class 14 contains 89474 members 
Mstep: Class 15 contains 67179 members 
Mstep: Class 16 contains 32468 members 
Mstep: Class 18 contains 68338 members 
Mstep: Class 20 contains 23008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632016.000000 Penalty: 34085.648438
Iteration 56Q: 17 clusters Score -6.163202e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 64329 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 12 contains 36133 members 
Mstep: Class 13 contains 97856 members 
Mstep: Class 14 contains 89612 members 
Mstep: Class 15 contains 67175 members 
Mstep: Class 16 contains 32470 members 
Mstep: Class 18 contains 68369 members 
Mstep: Class 20 contains 23010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631916.000000 Penalty: 34085.648438
Iteration 57Q: 17 clusters Score -6.163192e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 64180 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 12 contains 36158 members 
Mstep: Class 13 contains 97811 members 
Mstep: Class 14 contains 89739 members 
Mstep: Class 15 contains 67177 members 
Mstep: Class 16 contains 32481 members 
Mstep: Class 18 contains 68381 members 
Mstep: Class 20 contains 23016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631904.000000 Penalty: 34085.648438
Iteration 58Q: 17 clusters Score -6.16319e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 64050 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 12 contains 36195 members 
Mstep: Class 13 contains 97773 members 
Mstep: Class 14 contains 89862 members 
Mstep: Class 15 contains 67169 members 
Mstep: Class 16 contains 32483 members 
Mstep: Class 18 contains 68391 members 
Mstep: Class 20 contains 23016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631788.000000 Penalty: 34085.648438
Iteration 59Q: 17 clusters Score -6.163179e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 63946 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 12 contains 36216 members 
Mstep: Class 13 contains 97759 members 
Mstep: Class 14 contains 89952 members 
Mstep: Class 15 contains 67168 members 
Mstep: Class 16 contains 32490 members 
Mstep: Class 18 contains 68394 members 
Mstep: Class 20 contains 23012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632020.000000 Penalty: 34085.648438
Iteration 60F: 17 clusters Score -6.163202e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 63820 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 2270 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 12 contains 36243 members 
Mstep: Class 13 contains 97736 members 
Mstep: Class 14 contains 90043 members 
Mstep: Class 15 contains 67173 members 
Mstep: Class 16 contains 32510 members 
Mstep: Class 18 contains 68404 members 
Mstep: Class 20 contains 23004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632076.000000 Penalty: 34085.648438
Iteration 61Q: 17 clusters Score -6.163208e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 63728 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 12 contains 36275 members 
Mstep: Class 13 contains 97718 members 
Mstep: Class 14 contains 90096 members 
Mstep: Class 15 contains 67197 members 
Mstep: Class 16 contains 32514 members 
Mstep: Class 18 contains 68420 members 
Mstep: Class 20 contains 22997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632116.000000 Penalty: 34085.648438
Iteration 62Q: 17 clusters Score -6.163212e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 63650 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 12 contains 36307 members 
Mstep: Class 13 contains 97694 members 
Mstep: Class 14 contains 90152 members 
Mstep: Class 15 contains 67205 members 
Mstep: Class 16 contains 32523 members 
Mstep: Class 18 contains 68435 members 
Mstep: Class 20 contains 22993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631948.000000 Penalty: 34085.648438
Iteration 63Q: 17 clusters Score -6.163195e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 63581 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 12 contains 36328 members 
Mstep: Class 13 contains 97666 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 67217 members 
Mstep: Class 16 contains 32529 members 
Mstep: Class 18 contains 68448 members 
Mstep: Class 20 contains 22994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631968.000000 Penalty: 34085.648438
Iteration 64Q: 17 clusters Score -6.163197e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 63518 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 12 contains 36349 members 
Mstep: Class 13 contains 97649 members 
Mstep: Class 14 contains 90249 members 
Mstep: Class 15 contains 67222 members 
Mstep: Class 16 contains 32529 members 
Mstep: Class 18 contains 68460 members 
Mstep: Class 20 contains 22989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631888.000000 Penalty: 34085.648438
Iteration 65Q: 17 clusters Score -6.163189e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 63456 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 12 contains 36368 members 
Mstep: Class 13 contains 97636 members 
Mstep: Class 14 contains 90282 members 
Mstep: Class 15 contains 67231 members 
Mstep: Class 16 contains 32537 members 
Mstep: Class 18 contains 68473 members 
Mstep: Class 20 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631872.000000 Penalty: 34085.648438
Iteration 66Q: 17 clusters Score -6.163187e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 63393 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36379 members 
Mstep: Class 13 contains 97611 members 
Mstep: Class 14 contains 90320 members 
Mstep: Class 15 contains 67252 members 
Mstep: Class 16 contains 32545 members 
Mstep: Class 18 contains 68486 members 
Mstep: Class 20 contains 22988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631824.000000 Penalty: 34085.648438
Iteration 67Q: 17 clusters Score -6.163182e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 63324 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36383 members 
Mstep: Class 13 contains 97593 members 
Mstep: Class 14 contains 90363 members 
Mstep: Class 15 contains 67264 members 
Mstep: Class 16 contains 32547 members 
Mstep: Class 18 contains 68510 members 
Mstep: Class 20 contains 22990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631832.000000 Penalty: 34085.648438
Iteration 68Q: 17 clusters Score -6.163183e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 63267 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36387 members 
Mstep: Class 13 contains 97589 members 
Mstep: Class 14 contains 90393 members 
Mstep: Class 15 contains 67269 members 
Mstep: Class 16 contains 32552 members 
Mstep: Class 18 contains 68525 members 
Mstep: Class 20 contains 22993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631868.000000 Penalty: 34085.648438
Iteration 69Q: 17 clusters Score -6.163187e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 63222 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 97586 members 
Mstep: Class 14 contains 90415 members 
Mstep: Class 15 contains 67272 members 
Mstep: Class 16 contains 32554 members 
Mstep: Class 18 contains 68538 members 
Mstep: Class 20 contains 22995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631888.000000 Penalty: 34085.648438
Iteration 70Q: 17 clusters Score -6.163189e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 63186 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36394 members 
Mstep: Class 13 contains 97572 members 
Mstep: Class 14 contains 90435 members 
Mstep: Class 15 contains 67280 members 
Mstep: Class 16 contains 32560 members 
Mstep: Class 18 contains 68545 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 71Q: 17 clusters Score -6.163188e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 63157 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36398 members 
Mstep: Class 13 contains 97566 members 
Mstep: Class 14 contains 90459 members 
Mstep: Class 15 contains 67284 members 
Mstep: Class 16 contains 32566 members 
Mstep: Class 18 contains 68542 members 
Mstep: Class 20 contains 23000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631896.000000 Penalty: 34085.648438
Iteration 72Q: 17 clusters Score -6.16319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 63128 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36400 members 
Mstep: Class 13 contains 97565 members 
Mstep: Class 14 contains 90470 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32572 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631868.000000 Penalty: 34085.648438
Iteration 73Q: 17 clusters Score -6.163187e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 63108 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36402 members 
Mstep: Class 13 contains 97565 members 
Mstep: Class 14 contains 90481 members 
Mstep: Class 15 contains 67290 members 
Mstep: Class 16 contains 32574 members 
Mstep: Class 18 contains 68551 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 74Q: 17 clusters Score -6.163188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63091 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36403 members 
Mstep: Class 13 contains 97564 members 
Mstep: Class 14 contains 90496 members 
Mstep: Class 15 contains 67291 members 
Mstep: Class 16 contains 32576 members 
Mstep: Class 18 contains 68549 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631852.000000 Penalty: 34085.648438
Iteration 75Q: 17 clusters Score -6.163185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63076 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36404 members 
Mstep: Class 13 contains 97566 members 
Mstep: Class 14 contains 90511 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32576 members 
Mstep: Class 18 contains 68545 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 76Q: 17 clusters Score -6.163188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63069 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36407 members 
Mstep: Class 13 contains 97563 members 
Mstep: Class 14 contains 90519 members 
Mstep: Class 15 contains 67291 members 
Mstep: Class 16 contains 32578 members 
Mstep: Class 18 contains 68543 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 34085.648438
Iteration 77Q: 17 clusters Score -6.163186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36409 members 
Mstep: Class 13 contains 97558 members 
Mstep: Class 14 contains 90518 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32581 members 
Mstep: Class 18 contains 68546 members 
Mstep: Class 20 contains 23002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631884.000000 Penalty: 34085.648438
Iteration 78Q: 17 clusters Score -6.163188e+07 nChanged 29
Entering ConstructFrom: 
Score: -61631884.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -50559.800781 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -50559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49628.480469 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -49628.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49932.160156 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -49932.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50079.019531 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -50079.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50164.410156 Penalty: 2020.396973
	Iteration 3F: 3 clusters Score -50164.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50241.078125 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -50241.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50269.332031 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -50269.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50294.765625 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -50294.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50307.781250 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -50307.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50307.781250 Penalty: 2020.396973
	Iteration 8F: 3 clusters Score -50307.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -490957.812500 Penalty: 1355.246460
	Iteration 0F: 2 clusters Score -490957.8 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 2108 members 
Entering Unmasked Estep 
Score: -487478.406250 Penalty: 2710.492920
	Iteration 0F: 3 clusters Score -487478.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -488510.937500 Penalty: 2710.492920
	Iteration 1F: 3 clusters Score -488510.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -488722.093750 Penalty: 2710.492920
	Iteration 2F: 3 clusters Score -488722.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -488865.125000 Penalty: 2710.492920
	Iteration 3F: 3 clusters Score -488865.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -488975.218750 Penalty: 2710.492920
	Iteration 4Q: 3 clusters Score -488975.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -489099.187500 Penalty: 2710.492920
	Iteration 5Q: 3 clusters Score -489099.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -489232.968750 Penalty: 2710.492920
	Iteration 6Q: 3 clusters Score -489233 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -489351.218750 Penalty: 2710.492920
	Iteration 7Q: 3 clusters Score -489351.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -489477.062500 Penalty: 2710.492920
	Iteration 8Q: 3 clusters Score -489477.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -489590.968750 Penalty: 2710.492920
	Iteration 9Q: 3 clusters Score -489591 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -489694.187500 Penalty: 2710.492920
	Iteration 10Q: 3 clusters Score -489694.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -489760.312500 Penalty: 2710.492920
	Iteration 11Q: 3 clusters Score -489760.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -489814.343750 Penalty: 2710.492920
	Iteration 12Q: 3 clusters Score -489814.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -489872.062500 Penalty: 2710.492920
	Iteration 13Q: 3 clusters Score -489872.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -489912.500000 Penalty: 2710.492920
	Iteration 14Q: 3 clusters Score -489912.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -489945.343750 Penalty: 2710.492920
	Iteration 15Q: 3 clusters Score -489945.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -489971.187500 Penalty: 2710.492920
	Iteration 16Q: 3 clusters Score -489971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -489994.250000 Penalty: 2710.492920
	Iteration 17Q: 3 clusters Score -489994.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -490010.312500 Penalty: 2710.492920
	Iteration 18Q: 3 clusters Score -490010.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -490016.093750 Penalty: 2710.492920
	Iteration 19Q: 3 clusters Score -490016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490020.500000 Penalty: 2710.492920
	Iteration 20F: 3 clusters Score -490020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -490027.031250 Penalty: 2710.492920
	Iteration 21Q: 3 clusters Score -490027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -490032.281250 Penalty: 2710.492920
	Iteration 22Q: 3 clusters Score -490032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -490035.000000 Penalty: 2710.492920
	Iteration 23Q: 3 clusters Score -490035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -490038.781250 Penalty: 2710.492920
	Iteration 24Q: 3 clusters Score -490038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -490041.593750 Penalty: 2710.492920
	Iteration 25Q: 3 clusters Score -490041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -490045.781250 Penalty: 2710.492920
	Iteration 26Q: 3 clusters Score -490045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -490045.812500 Penalty: 2710.492920
	Iteration 27Q: 3 clusters Score -490045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -490045.812500 Penalty: 2710.492920
	Iteration 28F: 3 clusters Score -490045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Entering Unmasked Estep 
Score: -8077643.000000 Penalty: 1795.911377
	Iteration 0F: 2 clusters Score -8077643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -8036146.000000 Penalty: 3591.822754
	Iteration 0F: 3 clusters Score -8036146 nChanged 29679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8053345.500000 Penalty: 3591.822754
	Iteration 1F: 3 clusters Score -8053346 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -8054315.000000 Penalty: 3591.822754
	Iteration 2Q: 3 clusters Score -8054315 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -8055916.500000 Penalty: 3591.822754
	Iteration 3F: 3 clusters Score -8055916 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -8058835.500000 Penalty: 3591.822754
	Iteration 4F: 3 clusters Score -8058836 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -8063368.000000 Penalty: 3591.822754
	Iteration 5F: 3 clusters Score -8063368 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8068634.000000 Penalty: 3591.822754
	Iteration 6F: 3 clusters Score -8068634 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8072392.000000 Penalty: 3591.822754
	Iteration 7F: 3 clusters Score -8072392 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -8073904.000000 Penalty: 3591.822754
	Iteration 8Q: 3 clusters Score -8073904 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -8074497.000000 Penalty: 3591.822754
	Iteration 9Q: 3 clusters Score -8074497 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -8074797.500000 Penalty: 3591.822754
	Iteration 10Q: 3 clusters Score -8074798 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -8075022.500000 Penalty: 3591.822754
	Iteration 11Q: 3 clusters Score -8075022 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -8075186.000000 Penalty: 3591.822754
	Iteration 12Q: 3 clusters Score -8075186 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -8075355.000000 Penalty: 3591.822754
	Iteration 13Q: 3 clusters Score -8075355 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -8075476.000000 Penalty: 3591.822754
	Iteration 14Q: 3 clusters Score -8075476 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -8075595.000000 Penalty: 3591.822754
	Iteration 15Q: 3 clusters Score -8075595 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -8075679.500000 Penalty: 3591.822754
	Iteration 16Q: 3 clusters Score -8075680 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -8075736.000000 Penalty: 3591.822754
	Iteration 17Q: 3 clusters Score -8075736 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -8075792.500000 Penalty: 3591.822754
	Iteration 18Q: 3 clusters Score -8075792 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -8075830.000000 Penalty: 3591.822754
	Iteration 19Q: 3 clusters Score -8075830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -8075896.500000 Penalty: 3591.822754
	Iteration 20F: 3 clusters Score -8075896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -8075923.500000 Penalty: 3591.822754
	Iteration 21Q: 3 clusters Score -8075924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -8075963.000000 Penalty: 3591.822754
	Iteration 22Q: 3 clusters Score -8075963 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -8075992.500000 Penalty: 3591.822754
	Iteration 23Q: 3 clusters Score -8075992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -8076032.500000 Penalty: 3591.822754
	Iteration 24Q: 3 clusters Score -8076032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -8076043.000000 Penalty: 3591.822754
	Iteration 25Q: 3 clusters Score -8076043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -8076091.000000 Penalty: 3591.822754
	Iteration 26Q: 3 clusters Score -8076091 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -8076126.500000 Penalty: 3591.822754
	Iteration 27Q: 3 clusters Score -8076126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -8076131.000000 Penalty: 3591.822754
	Iteration 28Q: 3 clusters Score -8076131 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -8076161.000000 Penalty: 3591.822754
	Iteration 29Q: 3 clusters Score -8076161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -8076170.000000 Penalty: 3591.822754
	Iteration 30Q: 3 clusters Score -8076170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -8076196.500000 Penalty: 3591.822754
	Iteration 31Q: 3 clusters Score -8076196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -8076177.000000 Penalty: 3591.822754
	Iteration 32Q: 3 clusters Score -8076177 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -8076190.500000 Penalty: 3591.822754
	Iteration 33Q: 3 clusters Score -8076190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -8076194.000000 Penalty: 3591.822754
	Iteration 34Q: 3 clusters Score -8076194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -8076190.000000 Penalty: 3591.822754
	Iteration 35Q: 3 clusters Score -8076190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -8076200.000000 Penalty: 3591.822754
	Iteration 36Q: 3 clusters Score -8076200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -8076211.000000 Penalty: 3591.822754
	Iteration 37Q: 3 clusters Score -8076211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -8076215.500000 Penalty: 3591.822754
	Iteration 38Q: 3 clusters Score -8076216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -8076237.000000 Penalty: 3591.822754
	Iteration 39Q: 3 clusters Score -8076237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -8076257.500000 Penalty: 3591.822754
	Iteration 40F: 3 clusters Score -8076258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -8076257.500000 Penalty: 3591.822754
	Iteration 41Q: 3 clusters Score -8076258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -8076273.000000 Penalty: 3591.822754
	Iteration 42Q: 3 clusters Score -8076273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -8076273.000000 Penalty: 3591.822754
	Iteration 43Q: 3 clusters Score -8076273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -8076297.000000 Penalty: 3591.822754
	Iteration 44Q: 3 clusters Score -8076297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -8076320.000000 Penalty: 3591.822754
	Iteration 45Q: 3 clusters Score -8076320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -8076326.000000 Penalty: 3591.822754
	Iteration 46Q: 3 clusters Score -8076326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -8076342.500000 Penalty: 3591.822754
	Iteration 47Q: 3 clusters Score -8076342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -8076358.500000 Penalty: 3591.822754
	Iteration 48Q: 3 clusters Score -8076358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -8076360.000000 Penalty: 3591.822754
	Iteration 49Q: 3 clusters Score -8076360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -8076354.500000 Penalty: 3591.822754
	Iteration 50Q: 3 clusters Score -8076354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -8076361.500000 Penalty: 3591.822754
	Iteration 51Q: 3 clusters Score -8076362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -8076380.000000 Penalty: 3591.822754
	Iteration 52Q: 3 clusters Score -8076380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -8076376.500000 Penalty: 3591.822754
	Iteration 53Q: 3 clusters Score -8076376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -8076353.500000 Penalty: 3591.822754
	Iteration 54Q: 3 clusters Score -8076354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -8076363.000000 Penalty: 3591.822754
	Iteration 55Q: 3 clusters Score -8076363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -8076373.000000 Penalty: 3591.822754
	Iteration 56Q: 3 clusters Score -8076373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -8076374.000000 Penalty: 3591.822754
	Iteration 57Q: 3 clusters Score -8076374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -8076365.000000 Penalty: 3591.822754
	Iteration 58Q: 3 clusters Score -8076365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -8076374.500000 Penalty: 3591.822754
	Iteration 59Q: 3 clusters Score -8076374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -8076375.500000 Penalty: 3591.822754
	Iteration 60F: 3 clusters Score -8076376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -8076388.000000 Penalty: 3591.822754
	Iteration 61Q: 3 clusters Score -8076388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8076381.000000 Penalty: 3591.822754
	Iteration 62Q: 3 clusters Score -8076381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -8076377.000000 Penalty: 3591.822754
	Iteration 63Q: 3 clusters Score -8076377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -8076365.500000 Penalty: 3591.822754
	Iteration 64Q: 3 clusters Score -8076366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -8076373.500000 Penalty: 3591.822754
	Iteration 65Q: 3 clusters Score -8076374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -8076378.000000 Penalty: 3591.822754
	Iteration 66Q: 3 clusters Score -8076378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -8076382.500000 Penalty: 3591.822754
	Iteration 67Q: 3 clusters Score -8076382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -8076387.500000 Penalty: 3591.822754
	Iteration 68Q: 3 clusters Score -8076388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -8076393.000000 Penalty: 3591.822754
	Iteration 69Q: 3 clusters Score -8076393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -8076406.500000 Penalty: 3591.822754
	Iteration 70Q: 3 clusters Score -8076406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -8076402.500000 Penalty: 3591.822754
	Iteration 71Q: 3 clusters Score -8076402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -8076417.500000 Penalty: 3591.822754
	Iteration 72Q: 3 clusters Score -8076418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -8076425.500000 Penalty: 3591.822754
	Iteration 73Q: 3 clusters Score -8076426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -8076430.000000 Penalty: 3591.822754
	Iteration 74Q: 3 clusters Score -8076430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -8076420.500000 Penalty: 3591.822754
	Iteration 75Q: 3 clusters Score -8076420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -8076418.000000 Penalty: 3591.822754
	Iteration 76Q: 3 clusters Score -8076418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -8076416.000000 Penalty: 3591.822754
	Iteration 77Q: 3 clusters Score -8076416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8076428.000000 Penalty: 3591.822754
	Iteration 78Q: 3 clusters Score -8076428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -8076421.500000 Penalty: 3591.822754
	Iteration 79Q: 3 clusters Score -8076422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -8076432.500000 Penalty: 3591.822754
	Iteration 80F: 3 clusters Score -8076432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -8076421.500000 Penalty: 3591.822754
	Iteration 81Q: 3 clusters Score -8076422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -8076426.000000 Penalty: 3591.822754
	Iteration 82Q: 3 clusters Score -8076426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -8076421.000000 Penalty: 3591.822754
	Iteration 83Q: 3 clusters Score -8076421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8076423.000000 Penalty: 3591.822754
	Iteration 84Q: 3 clusters Score -8076423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -8076423.000000 Penalty: 3591.822754
	Iteration 85Q: 3 clusters Score -8076423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -8076430.000000 Penalty: 3591.822754
	Iteration 86Q: 3 clusters Score -8076430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -8076434.000000 Penalty: 3591.822754
	Iteration 87Q: 3 clusters Score -8076434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -8076428.500000 Penalty: 3591.822754
	Iteration 88Q: 3 clusters Score -8076428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -8076429.000000 Penalty: 3591.822754
	Iteration 89Q: 3 clusters Score -8076429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -8076438.000000 Penalty: 3591.822754
	Iteration 90Q: 3 clusters Score -8076438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -8076438.500000 Penalty: 3591.822754
	Iteration 91Q: 3 clusters Score -8076438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -8076435.500000 Penalty: 3591.822754
	Iteration 92Q: 3 clusters Score -8076436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -8076431.000000 Penalty: 3591.822754
	Iteration 93Q: 3 clusters Score -8076431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -8076429.500000 Penalty: 3591.822754
	Iteration 94Q: 3 clusters Score -8076430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -8076434.500000 Penalty: 3591.822754
	Iteration 95Q: 3 clusters Score -8076434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -8076438.500000 Penalty: 3591.822754
	Iteration 96Q: 3 clusters Score -8076438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -8076445.000000 Penalty: 3591.822754
	Iteration 97Q: 3 clusters Score -8076445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -8076444.000000 Penalty: 3591.822754
	Iteration 98Q: 3 clusters Score -8076444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -8076442.500000 Penalty: 3591.822754
	Iteration 99Q: 3 clusters Score -8076442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -8076455.000000 Penalty: 3591.822754
	Iteration 100F: 3 clusters Score -8076455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -8076447.000000 Penalty: 3591.822754
	Iteration 101Q: 3 clusters Score -8076447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -8076459.000000 Penalty: 3591.822754
	Iteration 102Q: 3 clusters Score -8076459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -8076447.000000 Penalty: 3591.822754
	Iteration 103Q: 3 clusters Score -8076447 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8076447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -8076451.000000 Penalty: 3591.822754
	Iteration 105Q: 3 clusters Score -8076451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -8076451.500000 Penalty: 3591.822754
	Iteration 106Q: 3 clusters Score -8076452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -8076446.000000 Penalty: 3591.822754
	Iteration 107Q: 3 clusters Score -8076446 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3044 members 
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Entering Unmasked Estep 
Score: -8076443.500000 Penalty: 3591.822754
	Iteration 108Q: 3 clusters Score -8076444 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -8076443.500000 Penalty: 3591.822754
	Iteration 109F: 3 clusters Score -8076444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -17727.181641 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -17727.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17135.126953 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -17135.13 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17548.470703 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -17548.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17729.470703 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -17729.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17797.654297 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -17797.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17852.070312 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -17852.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17853.677734 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -17853.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17853.677734 Penalty: 1791.864380
	Iteration 6F: 3 clusters Score -17853.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63055 members 
Mstep: Class 4 contains 154 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 97564 members 
Mstep: Class 14 contains 90517 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
Score: -61630756.000000 Penalty: 36216.003906
Splitting cluster 4 changes total score from -61631884.000000 to -61630756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -40857.570312 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -40857.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39974.777344 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -39974.78 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40413.335938 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -40413.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40577.652344 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -40577.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40695.867188 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -40695.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40758.250000 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -40758.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40809.992188 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -40809.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40831.230469 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -40831.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40858.195312 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -40858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40862.656250 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -40862.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40865.195312 Penalty: 1982.603638
	Iteration 9Q: 3 clusters Score -40865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40866.386719 Penalty: 1982.603638
	Iteration 10Q: 3 clusters Score -40866.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40882.367188 Penalty: 1982.603638
	Iteration 11F: 3 clusters Score -40882.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40946.632812 Penalty: 1982.603638
	Iteration 12Q: 3 clusters Score -40946.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41027.125000 Penalty: 1982.603638
	Iteration 13Q: 3 clusters Score -41027.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41033.175781 Penalty: 1982.603638
	Iteration 14Q: 3 clusters Score -41033.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41033.175781 Penalty: 1982.603638
	Iteration 15F: 3 clusters Score -41033.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63055 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 97564 members 
Mstep: Class 14 contains 90517 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
Score: -61630904.000000 Penalty: 36216.003906
Splitting cluster 5 changes total score from -61631884.000000 to -61630904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -118230.703125 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -118230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116808.710938 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -116808.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117045.562500 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -117045.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117112.398438 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -117112.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117134.968750 Penalty: 2227.665283
	Iteration 3Q: 3 clusters Score -117135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117149.921875 Penalty: 2227.665283
	Iteration 4Q: 3 clusters Score -117149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117161.023438 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -117161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117167.984375 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -117168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117172.304688 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -117172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117174.585938 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -117174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117176.132812 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -117176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117177.140625 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -117177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117177.140625 Penalty: 2227.665283
	Iteration 11F: 3 clusters Score -117177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -637835.437500 Penalty: 1386.014404
	Iteration 0F: 2 clusters Score -637835.4 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 2527 members 
Entering Unmasked Estep 
Score: -633811.437500 Penalty: 2772.028809
	Iteration 0F: 3 clusters Score -633811.4 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -635014.937500 Penalty: 2772.028809
	Iteration 1F: 3 clusters Score -635014.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -635236.312500 Penalty: 2772.028809
	Iteration 2F: 3 clusters Score -635236.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -635406.437500 Penalty: 2772.028809
	Iteration 3F: 3 clusters Score -635406.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -635563.562500 Penalty: 2772.028809
	Iteration 4F: 3 clusters Score -635563.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -635717.812500 Penalty: 2772.028809
	Iteration 5Q: 3 clusters Score -635717.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -635884.500000 Penalty: 2772.028809
	Iteration 6Q: 3 clusters Score -635884.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -636073.500000 Penalty: 2772.028809
	Iteration 7F: 3 clusters Score -636073.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -636241.125000 Penalty: 2772.028809
	Iteration 8Q: 3 clusters Score -636241.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -636356.312500 Penalty: 2772.028809
	Iteration 9Q: 3 clusters Score -636356.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -636441.375000 Penalty: 2772.028809
	Iteration 10Q: 3 clusters Score -636441.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -636504.937500 Penalty: 2772.028809
	Iteration 11Q: 3 clusters Score -636504.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -636556.125000 Penalty: 2772.028809
	Iteration 12Q: 3 clusters Score -636556.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -636597.437500 Penalty: 2772.028809
	Iteration 13Q: 3 clusters Score -636597.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -636627.625000 Penalty: 2772.028809
	Iteration 14Q: 3 clusters Score -636627.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -636653.312500 Penalty: 2772.028809
	Iteration 15Q: 3 clusters Score -636653.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -636685.812500 Penalty: 2772.028809
	Iteration 16Q: 3 clusters Score -636685.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -636706.187500 Penalty: 2772.028809
	Iteration 17Q: 3 clusters Score -636706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -636722.187500 Penalty: 2772.028809
	Iteration 18Q: 3 clusters Score -636722.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -636736.625000 Penalty: 2772.028809
	Iteration 19Q: 3 clusters Score -636736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -636745.750000 Penalty: 2772.028809
	Iteration 20F: 3 clusters Score -636745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -636752.062500 Penalty: 2772.028809
	Iteration 21Q: 3 clusters Score -636752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -636756.875000 Penalty: 2772.028809
	Iteration 22Q: 3 clusters Score -636756.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -636759.812500 Penalty: 2772.028809
	Iteration 23Q: 3 clusters Score -636759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -636761.812500 Penalty: 2772.028809
	Iteration 24Q: 3 clusters Score -636761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -636762.625000 Penalty: 2772.028809
	Iteration 25Q: 3 clusters Score -636762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -636764.000000 Penalty: 2772.028809
	Iteration 26Q: 3 clusters Score -636764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -636765.437500 Penalty: 2772.028809
	Iteration 27Q: 3 clusters Score -636765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -636765.937500 Penalty: 2772.028809
	Iteration 28Q: 3 clusters Score -636765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -636766.625000 Penalty: 2772.028809
	Iteration 29Q: 3 clusters Score -636766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -636768.187500 Penalty: 2772.028809
	Iteration 30Q: 3 clusters Score -636768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -636768.312500 Penalty: 2772.028809
	Iteration 31Q: 3 clusters Score -636768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -636771.312500 Penalty: 2772.028809
	Iteration 32Q: 3 clusters Score -636771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -636772.125000 Penalty: 2772.028809
	Iteration 33Q: 3 clusters Score -636772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -636772.687500 Penalty: 2772.028809
	Iteration 34Q: 3 clusters Score -636772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -636772.687500 Penalty: 2772.028809
	Iteration 35F: 3 clusters Score -636772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -290285.531250 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -290285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288000.906250 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -288000.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288529.718750 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -288529.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288629.593750 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -288629.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288683.218750 Penalty: 2512.306885
	Iteration 3Q: 3 clusters Score -288683.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288719.000000 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -288719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288740.937500 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -288740.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -288752.343750 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -288752.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288762.000000 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -288762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288766.218750 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -288766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288771.843750 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -288771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288777.156250 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -288777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288780.812500 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -288780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288785.937500 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -288785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288790.000000 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -288790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288791.000000 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -288791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288792.593750 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -288792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288793.250000 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -288793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288795.906250 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -288795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288798.968750 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -288799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288799.843750 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -288799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288800.437500 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -288800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288800.656250 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -288800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288802.062500 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -288802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288802.937500 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -288802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288803.187500 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -288803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288803.468750 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -288803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288804.281250 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -288804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288804.281250 Penalty: 2512.306885
	Iteration 27F: 3 clusters Score -288804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -116059.242188 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -116059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114627.898438 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -114627.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114927.281250 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -114927.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115061.539062 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -115061.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115164.242188 Penalty: 2249.859131
	Iteration 3F: 3 clusters Score -115164.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115270.195312 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -115270.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115348.140625 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -115348.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115402.093750 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -115402.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115471.289062 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -115471.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115564.062500 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -115564.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115611.890625 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -115611.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115642.953125 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -115643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115671.179688 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -115671.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115720.492188 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -115720.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115786.101562 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -115786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115836.031250 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -115836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115885.148438 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -115885.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115930.335938 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -115930.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115960.156250 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -115960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115974.265625 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -115974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115986.101562 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -115986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115997.265625 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -115997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -116013.726562 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -116013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116021.046875 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -116021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116025.867188 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -116025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116035.921875 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -116035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116057.234375 Penalty: 2249.859131
	Iteration 25Q: 3 clusters Score -116057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116106.679688 Penalty: 2249.859131
	Iteration 26Q: 3 clusters Score -116106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116127.726562 Penalty: 2249.859131
	Iteration 27Q: 3 clusters Score -116127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116128.992188 Penalty: 2249.859131
	Iteration 28Q: 3 clusters Score -116129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116128.992188 Penalty: 2249.859131
	Iteration 29F: 3 clusters Score -116129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63055 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 97564 members 
Mstep: Class 14 contains 90517 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
Score: -61630940.000000 Penalty: 36216.003906
Splitting cluster 10 changes total score from -61631884.000000 to -61630940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (36410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Entering Unmasked Estep 
Score: -4446886.500000 Penalty: 1706.672241
	Iteration 0F: 2 clusters Score -4446886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4422430.000000 Penalty: 3413.344482
	Iteration 0F: 3 clusters Score -4422430 nChanged 16933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4432300.500000 Penalty: 3413.344482
	Iteration 1F: 3 clusters Score -4432300 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4432914.500000 Penalty: 3413.344482
	Iteration 2Q: 3 clusters Score -4432914 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4433605.000000 Penalty: 3413.344482
	Iteration 3Q: 3 clusters Score -4433605 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4434543.500000 Penalty: 3413.344482
	Iteration 4F: 3 clusters Score -4434544 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4435793.500000 Penalty: 3413.344482
	Iteration 5F: 3 clusters Score -4435794 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4437507.500000 Penalty: 3413.344482
	Iteration 6F: 3 clusters Score -4437508 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4439516.500000 Penalty: 3413.344482
	Iteration 7F: 3 clusters Score -4439516 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4441534.000000 Penalty: 3413.344482
	Iteration 8F: 3 clusters Score -4441534 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -4443170.000000 Penalty: 3413.344482
	Iteration 9Q: 3 clusters Score -4443170 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4444216.000000 Penalty: 3413.344482
	Iteration 10Q: 3 clusters Score -4444216 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4444781.500000 Penalty: 3413.344482
	Iteration 11Q: 3 clusters Score -4444782 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4445055.000000 Penalty: 3413.344482
	Iteration 12Q: 3 clusters Score -4445055 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4445204.000000 Penalty: 3413.344482
	Iteration 13Q: 3 clusters Score -4445204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4445286.000000 Penalty: 3413.344482
	Iteration 14Q: 3 clusters Score -4445286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4445331.000000 Penalty: 3413.344482
	Iteration 15Q: 3 clusters Score -4445331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4445363.500000 Penalty: 3413.344482
	Iteration 16Q: 3 clusters Score -4445364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4445382.500000 Penalty: 3413.344482
	Iteration 17Q: 3 clusters Score -4445382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4445393.000000 Penalty: 3413.344482
	Iteration 18Q: 3 clusters Score -4445393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4445399.500000 Penalty: 3413.344482
	Iteration 19Q: 3 clusters Score -4445400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4445405.000000 Penalty: 3413.344482
	Iteration 20F: 3 clusters Score -4445405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4445405.000000 Penalty: 3413.344482
	Iteration 21Q: 3 clusters Score -4445405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4445408.500000 Penalty: 3413.344482
	Iteration 22Q: 3 clusters Score -4445408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4445409.500000 Penalty: 3413.344482
	Iteration 23Q: 3 clusters Score -4445410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4445423.500000 Penalty: 3413.344482
	Iteration 24Q: 3 clusters Score -4445424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4445424.500000 Penalty: 3413.344482
	Iteration 25Q: 3 clusters Score -4445424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4445431.000000 Penalty: 3413.344482
	Iteration 26Q: 3 clusters Score -4445431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4445431.000000 Penalty: 3413.344482
	Iteration 27F: 3 clusters Score -4445431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Entering Unmasked Estep 
Score: -12402048.000000 Penalty: 1866.842896
	Iteration 0F: 2 clusters Score -1.240205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -12341884.000000 Penalty: 3733.685791
	Iteration 0F: 3 clusters Score -1.234188e+07 nChanged 46437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -12368260.000000 Penalty: 3733.685791
	Iteration 1F: 3 clusters Score -1.236826e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -12369193.000000 Penalty: 3733.685791
	Iteration 2Q: 3 clusters Score -1.236919e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -12370869.000000 Penalty: 3733.685791
	Iteration 3Q: 3 clusters Score -1.237087e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -12374309.000000 Penalty: 3733.685791
	Iteration 4F: 3 clusters Score -1.237431e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -12379971.000000 Penalty: 3733.685791
	Iteration 5F: 3 clusters Score -1.237997e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -12387168.000000 Penalty: 3733.685791
	Iteration 6F: 3 clusters Score -1.238717e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -12393756.000000 Penalty: 3733.685791
	Iteration 7F: 3 clusters Score -1.239376e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -12397562.000000 Penalty: 3733.685791
	Iteration 8Q: 3 clusters Score -1.239756e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -12399101.000000 Penalty: 3733.685791
	Iteration 9Q: 3 clusters Score -1.23991e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -12399746.000000 Penalty: 3733.685791
	Iteration 10Q: 3 clusters Score -1.239975e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -12400045.000000 Penalty: 3733.685791
	Iteration 11Q: 3 clusters Score -1.240004e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 97224 members 
Entering Unmasked Estep 
Score: -12400175.000000 Penalty: 3733.685791
	Iteration 12Q: 3 clusters Score -1.240018e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -12400241.000000 Penalty: 3733.685791
	Iteration 13Q: 3 clusters Score -1.240024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -12400295.000000 Penalty: 3733.685791
	Iteration 14Q: 3 clusters Score -1.24003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -12400316.000000 Penalty: 3733.685791
	Iteration 15Q: 3 clusters Score -1.240032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -12400341.000000 Penalty: 3733.685791
	Iteration 16Q: 3 clusters Score -1.240034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -12400366.000000 Penalty: 3733.685791
	Iteration 17Q: 3 clusters Score -1.240037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -12400369.000000 Penalty: 3733.685791
	Iteration 18Q: 3 clusters Score -1.240037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -12400392.000000 Penalty: 3733.685791
	Iteration 19Q: 3 clusters Score -1.240039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -12400382.000000 Penalty: 3733.685791
	Iteration 20F: 3 clusters Score -1.240038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -12400385.000000 Penalty: 3733.685791
	Iteration 21Q: 3 clusters Score -1.240038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -12400385.000000 Penalty: 3733.685791
	Iteration 22F: 3 clusters Score -1.240038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Entering Unmasked Estep 
Score: -11575116.000000 Penalty: 1854.660034
	Iteration 0F: 2 clusters Score -1.157512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -11517522.000000 Penalty: 3709.320068
	Iteration 0F: 3 clusters Score -1.151752e+07 nChanged 43327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -11542530.000000 Penalty: 3709.320068
	Iteration 1F: 3 clusters Score -1.154253e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -11543321.000000 Penalty: 3709.320068
	Iteration 2Q: 3 clusters Score -1.154332e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -11544235.000000 Penalty: 3709.320068
	Iteration 3Q: 3 clusters Score -1.154424e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -11545753.000000 Penalty: 3709.320068
	Iteration 4Q: 3 clusters Score -1.154575e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -11548126.000000 Penalty: 3709.320068
	Iteration 5F: 3 clusters Score -1.154813e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -11551703.000000 Penalty: 3709.320068
	Iteration 6F: 3 clusters Score -1.15517e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11556659.000000 Penalty: 3709.320068
	Iteration 7F: 3 clusters Score -1.155666e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -11562403.000000 Penalty: 3709.320068
	Iteration 8F: 3 clusters Score -1.15624e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -11566694.000000 Penalty: 3709.320068
	Iteration 9F: 3 clusters Score -1.156669e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -11568832.000000 Penalty: 3709.320068
	Iteration 10Q: 3 clusters Score -1.156883e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -11569746.000000 Penalty: 3709.320068
	Iteration 11Q: 3 clusters Score -1.156975e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -11570366.000000 Penalty: 3709.320068
	Iteration 12Q: 3 clusters Score -1.157037e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -11570958.000000 Penalty: 3709.320068
	Iteration 13Q: 3 clusters Score -1.157096e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -11571451.000000 Penalty: 3709.320068
	Iteration 14Q: 3 clusters Score -1.157145e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -11571912.000000 Penalty: 3709.320068
	Iteration 15Q: 3 clusters Score -1.157191e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -11572278.000000 Penalty: 3709.320068
	Iteration 16Q: 3 clusters Score -1.157228e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -11572616.000000 Penalty: 3709.320068
	Iteration 17Q: 3 clusters Score -1.157262e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -11572855.000000 Penalty: 3709.320068
	Iteration 18Q: 3 clusters Score -1.157286e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -11573094.000000 Penalty: 3709.320068
	Iteration 19Q: 3 clusters Score -1.157309e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -11573274.000000 Penalty: 3709.320068
	Iteration 20F: 3 clusters Score -1.157327e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -11573463.000000 Penalty: 3709.320068
	Iteration 21Q: 3 clusters Score -1.157346e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -11573652.000000 Penalty: 3709.320068
	Iteration 22Q: 3 clusters Score -1.157365e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -11573792.000000 Penalty: 3709.320068
	Iteration 23Q: 3 clusters Score -1.157379e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -11573879.000000 Penalty: 3709.320068
	Iteration 24Q: 3 clusters Score -1.157388e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -11573915.000000 Penalty: 3709.320068
	Iteration 25Q: 3 clusters Score -1.157392e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -11573990.000000 Penalty: 3709.320068
	Iteration 26Q: 3 clusters Score -1.157399e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -11574096.000000 Penalty: 3709.320068
	Iteration 27Q: 3 clusters Score -1.15741e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -11574116.000000 Penalty: 3709.320068
	Iteration 28Q: 3 clusters Score -1.157412e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -11574177.000000 Penalty: 3709.320068
	Iteration 29Q: 3 clusters Score -1.157418e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -11574184.000000 Penalty: 3709.320068
	Iteration 30Q: 3 clusters Score -1.157418e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -11574211.000000 Penalty: 3709.320068
	Iteration 31Q: 3 clusters Score -1.157421e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -11574200.000000 Penalty: 3709.320068
	Iteration 32Q: 3 clusters Score -1.15742e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -11574244.000000 Penalty: 3709.320068
	Iteration 33Q: 3 clusters Score -1.157424e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -11574259.000000 Penalty: 3709.320068
	Iteration 34Q: 3 clusters Score -1.157426e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -11574259.000000 Penalty: 3709.320068
	Iteration 35Q: 3 clusters Score -1.157426e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -11574291.000000 Penalty: 3709.320068
	Iteration 36Q: 3 clusters Score -1.157429e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -11574314.000000 Penalty: 3709.320068
	Iteration 37Q: 3 clusters Score -1.157431e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -11574325.000000 Penalty: 3709.320068
	Iteration 38Q: 3 clusters Score -1.157432e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -11574355.000000 Penalty: 3709.320068
	Iteration 39Q: 3 clusters Score -1.157436e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -11574367.000000 Penalty: 3709.320068
	Iteration 40F: 3 clusters Score -1.157437e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -11574376.000000 Penalty: 3709.320068
	Iteration 41Q: 3 clusters Score -1.157438e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -11574372.000000 Penalty: 3709.320068
	Iteration 42Q: 3 clusters Score -1.157437e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -11574377.000000 Penalty: 3709.320068
	Iteration 43Q: 3 clusters Score -1.157438e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -11574385.000000 Penalty: 3709.320068
	Iteration 44Q: 3 clusters Score -1.157438e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -11574387.000000 Penalty: 3709.320068
	Iteration 45Q: 3 clusters Score -1.157439e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -11574378.000000 Penalty: 3709.320068
	Iteration 46Q: 3 clusters Score -1.157438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -11574388.000000 Penalty: 3709.320068
	Iteration 47Q: 3 clusters Score -1.157439e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -11574421.000000 Penalty: 3709.320068
	Iteration 48Q: 3 clusters Score -1.157442e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -11574401.000000 Penalty: 3709.320068
	Iteration 49Q: 3 clusters Score -1.15744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -11574410.000000 Penalty: 3709.320068
	Iteration 50Q: 3 clusters Score -1.157441e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11574405.000000 Penalty: 3709.320068
	Iteration 51Q: 3 clusters Score -1.15744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -11574385.000000 Penalty: 3709.320068
	Iteration 52Q: 3 clusters Score -1.157438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -11574370.000000 Penalty: 3709.320068
	Iteration 53Q: 3 clusters Score -1.157437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -11574370.000000 Penalty: 3709.320068
	Iteration 54Q: 3 clusters Score -1.157437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -11574360.000000 Penalty: 3709.320068
	Iteration 55Q: 3 clusters Score -1.157436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11574340.000000 Penalty: 3709.320068
	Iteration 56Q: 3 clusters Score -1.157434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -11574350.000000 Penalty: 3709.320068
	Iteration 57Q: 3 clusters Score -1.157435e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -11574332.000000 Penalty: 3709.320068
	Iteration 58Q: 3 clusters Score -1.157433e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11574315.000000 Penalty: 3709.320068
	Iteration 59Q: 3 clusters Score -1.157432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11574328.000000 Penalty: 3709.320068
	Iteration 60F: 3 clusters Score -1.157433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -11574310.000000 Penalty: 3709.320068
	Iteration 61Q: 3 clusters Score -1.157431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -11574305.000000 Penalty: 3709.320068
	Iteration 62Q: 3 clusters Score -1.15743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -11574306.000000 Penalty: 3709.320068
	Iteration 63Q: 3 clusters Score -1.157431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -11574301.000000 Penalty: 3709.320068
	Iteration 64Q: 3 clusters Score -1.15743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -11574295.000000 Penalty: 3709.320068
	Iteration 65Q: 3 clusters Score -1.15743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -11574303.000000 Penalty: 3709.320068
	Iteration 66Q: 3 clusters Score -1.15743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -11574301.000000 Penalty: 3709.320068
	Iteration 67Q: 3 clusters Score -1.15743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -11574301.000000 Penalty: 3709.320068
	Iteration 68F: 3 clusters Score -1.15743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Entering Unmasked Estep 
Score: -8572193.000000 Penalty: 1806.479370
	Iteration 0F: 2 clusters Score -8572193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -8527504.000000 Penalty: 3612.958740
	Iteration 0F: 3 clusters Score -8527504 nChanged 31946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -8545514.000000 Penalty: 3612.958740
	Iteration 1F: 3 clusters Score -8545514 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -8545890.000000 Penalty: 3612.958740
	Iteration 2Q: 3 clusters Score -8545890 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8546233.000000 Penalty: 3612.958740
	Iteration 3Q: 3 clusters Score -8546233 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -8546566.000000 Penalty: 3612.958740
	Iteration 4Q: 3 clusters Score -8546566 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8546910.000000 Penalty: 3612.958740
	Iteration 5Q: 3 clusters Score -8546910 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8547297.000000 Penalty: 3612.958740
	Iteration 6Q: 3 clusters Score -8547297 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -8547740.000000 Penalty: 3612.958740
	Iteration 7Q: 3 clusters Score -8547740 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -8548302.000000 Penalty: 3612.958740
	Iteration 8Q: 3 clusters Score -8548302 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8549009.000000 Penalty: 3612.958740
	Iteration 9Q: 3 clusters Score -8549009 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -8549859.000000 Penalty: 3612.958740
	Iteration 10Q: 3 clusters Score -8549859 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8551084.000000 Penalty: 3612.958740
	Iteration 11Q: 3 clusters Score -8551084 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8552761.000000 Penalty: 3612.958740
	Iteration 12Q: 3 clusters Score -8552761 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -8555177.000000 Penalty: 3612.958740
	Iteration 13F: 3 clusters Score -8555177 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -8558166.000000 Penalty: 3612.958740
	Iteration 14F: 3 clusters Score -8558166 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -8561304.000000 Penalty: 3612.958740
	Iteration 15F: 3 clusters Score -8561304 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -8563903.000000 Penalty: 3612.958740
	Iteration 16Q: 3 clusters Score -8563903 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 3612.958740
	Iteration 17Q: 3 clusters Score -8565741 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -8567072.000000 Penalty: 3612.958740
	Iteration 18Q: 3 clusters Score -8567072 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -8568074.000000 Penalty: 3612.958740
	Iteration 19Q: 3 clusters Score -8568074 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -8568915.000000 Penalty: 3612.958740
	Iteration 20F: 3 clusters Score -8568915 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -8569498.000000 Penalty: 3612.958740
	Iteration 21Q: 3 clusters Score -8569498 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8569934.000000 Penalty: 3612.958740
	Iteration 22Q: 3 clusters Score -8569934 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -8570213.000000 Penalty: 3612.958740
	Iteration 23Q: 3 clusters Score -8570213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -8570366.000000 Penalty: 3612.958740
	Iteration 24Q: 3 clusters Score -8570366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -8570451.000000 Penalty: 3612.958740
	Iteration 25Q: 3 clusters Score -8570451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8570516.000000 Penalty: 3612.958740
	Iteration 26Q: 3 clusters Score -8570516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -8570576.000000 Penalty: 3612.958740
	Iteration 27Q: 3 clusters Score -8570576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8570596.000000 Penalty: 3612.958740
	Iteration 28Q: 3 clusters Score -8570596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -8570622.000000 Penalty: 3612.958740
	Iteration 29Q: 3 clusters Score -8570622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -8570631.000000 Penalty: 3612.958740
	Iteration 30Q: 3 clusters Score -8570631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8570637.000000 Penalty: 3612.958740
	Iteration 31Q: 3 clusters Score -8570637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -8570647.000000 Penalty: 3612.958740
	Iteration 32Q: 3 clusters Score -8570647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -8570643.000000 Penalty: 3612.958740
	Iteration 33Q: 3 clusters Score -8570643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -8570647.000000 Penalty: 3612.958740
	Iteration 34Q: 3 clusters Score -8570647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -8570646.000000 Penalty: 3612.958740
	Iteration 35Q: 3 clusters Score -8570646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -8570653.000000 Penalty: 3612.958740
	Iteration 36Q: 3 clusters Score -8570653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -8570652.000000 Penalty: 3612.958740
	Iteration 37Q: 3 clusters Score -8570652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -8570655.000000 Penalty: 3612.958740
	Iteration 38Q: 3 clusters Score -8570655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -8570655.000000 Penalty: 3612.958740
	Iteration 39F: 3 clusters Score -8570655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Entering Unmasked Estep 
Score: -4150534.500000 Penalty: 1688.631226
	Iteration 0F: 2 clusters Score -4150534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4128618.000000 Penalty: 3377.262451
	Iteration 0F: 3 clusters Score -4128618 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4137140.250000 Penalty: 3377.262451
	Iteration 1F: 3 clusters Score -4137140 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4137733.500000 Penalty: 3377.262451
	Iteration 2Q: 3 clusters Score -4137734 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4138563.000000 Penalty: 3377.262451
	Iteration 3F: 3 clusters Score -4138563 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4139772.750000 Penalty: 3377.262451
	Iteration 4F: 3 clusters Score -4139773 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4141458.000000 Penalty: 3377.262451
	Iteration 5F: 3 clusters Score -4141458 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4143602.500000 Penalty: 3377.262451
	Iteration 6F: 3 clusters Score -4143602 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4145712.500000 Penalty: 3377.262451
	Iteration 7F: 3 clusters Score -4145712 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4147285.500000 Penalty: 3377.262451
	Iteration 8F: 3 clusters Score -4147286 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4148174.250000 Penalty: 3377.262451
	Iteration 9Q: 3 clusters Score -4148174 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4148601.750000 Penalty: 3377.262451
	Iteration 10Q: 3 clusters Score -4148602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4148784.500000 Penalty: 3377.262451
	Iteration 11Q: 3 clusters Score -4148784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4148911.000000 Penalty: 3377.262451
	Iteration 12Q: 3 clusters Score -4148911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4148995.500000 Penalty: 3377.262451
	Iteration 13Q: 3 clusters Score -4148996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4149047.250000 Penalty: 3377.262451
	Iteration 14Q: 3 clusters Score -4149047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4149085.750000 Penalty: 3377.262451
	Iteration 15Q: 3 clusters Score -4149086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4149110.750000 Penalty: 3377.262451
	Iteration 16Q: 3 clusters Score -4149111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4149115.000000 Penalty: 3377.262451
	Iteration 17Q: 3 clusters Score -4149115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4149122.500000 Penalty: 3377.262451
	Iteration 18Q: 3 clusters Score -4149122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4149122.000000 Penalty: 3377.262451
	Iteration 19Q: 3 clusters Score -4149122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4149120.000000 Penalty: 3377.262451
	Iteration 20F: 3 clusters Score -4149120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4149125.500000 Penalty: 3377.262451
	Iteration 21Q: 3 clusters Score -4149126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4149130.000000 Penalty: 3377.262451
	Iteration 22Q: 3 clusters Score -4149130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4149131.000000 Penalty: 3377.262451
	Iteration 23Q: 3 clusters Score -4149131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4149128.000000 Penalty: 3377.262451
	Iteration 24Q: 3 clusters Score -4149128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4149138.750000 Penalty: 3377.262451
	Iteration 25Q: 3 clusters Score -4149139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4149141.250000 Penalty: 3377.262451
	Iteration 26Q: 3 clusters Score -4149141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4149139.000000 Penalty: 3377.262451
	Iteration 27Q: 3 clusters Score -4149139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4149144.500000 Penalty: 3377.262451
	Iteration 28Q: 3 clusters Score -4149144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4149146.500000 Penalty: 3377.262451
	Iteration 29Q: 3 clusters Score -4149146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4149144.500000 Penalty: 3377.262451
	Iteration 30Q: 3 clusters Score -4149144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4149146.000000 Penalty: 3377.262451
	Iteration 31Q: 3 clusters Score -4149146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4149146.000000 Penalty: 3377.262451
	Iteration 32F: 3 clusters Score -4149146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Entering Unmasked Estep 
Score: -8778277.000000 Penalty: 1809.482178
	Iteration 0F: 2 clusters Score -8778277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -8733288.000000 Penalty: 3618.964355
	Iteration 0F: 3 clusters Score -8733288 nChanged 32349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8751783.000000 Penalty: 3618.964355
	Iteration 1F: 3 clusters Score -8751783 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8752519.000000 Penalty: 3618.964355
	Iteration 2Q: 3 clusters Score -8752519 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -8753427.000000 Penalty: 3618.964355
	Iteration 3Q: 3 clusters Score -8753427 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -8754932.000000 Penalty: 3618.964355
	Iteration 4Q: 3 clusters Score -8754932 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8757463.000000 Penalty: 3618.964355
	Iteration 5F: 3 clusters Score -8757463 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -8761507.000000 Penalty: 3618.964355
	Iteration 6F: 3 clusters Score -8761507 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -8766227.000000 Penalty: 3618.964355
	Iteration 7F: 3 clusters Score -8766227 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -8770324.000000 Penalty: 3618.964355
	Iteration 8F: 3 clusters Score -8770324 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8772931.000000 Penalty: 3618.964355
	Iteration 9Q: 3 clusters Score -8772931 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8774527.000000 Penalty: 3618.964355
	Iteration 10Q: 3 clusters Score -8774527 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8775322.000000 Penalty: 3618.964355
	Iteration 11Q: 3 clusters Score -8775322 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8775712.000000 Penalty: 3618.964355
	Iteration 12Q: 3 clusters Score -8775712 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8776016.000000 Penalty: 3618.964355
	Iteration 13Q: 3 clusters Score -8776016 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8776181.000000 Penalty: 3618.964355
	Iteration 14Q: 3 clusters Score -8776181 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8776319.000000 Penalty: 3618.964355
	Iteration 15Q: 3 clusters Score -8776319 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8776403.000000 Penalty: 3618.964355
	Iteration 16Q: 3 clusters Score -8776403 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8776452.000000 Penalty: 3618.964355
	Iteration 17Q: 3 clusters Score -8776452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8776498.000000 Penalty: 3618.964355
	Iteration 18Q: 3 clusters Score -8776498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8776527.000000 Penalty: 3618.964355
	Iteration 19Q: 3 clusters Score -8776527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8776567.000000 Penalty: 3618.964355
	Iteration 20F: 3 clusters Score -8776567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8776620.000000 Penalty: 3618.964355
	Iteration 21Q: 3 clusters Score -8776620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8776633.000000 Penalty: 3618.964355
	Iteration 22Q: 3 clusters Score -8776633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8776661.000000 Penalty: 3618.964355
	Iteration 23Q: 3 clusters Score -8776661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8776669.000000 Penalty: 3618.964355
	Iteration 24Q: 3 clusters Score -8776669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8776698.000000 Penalty: 3618.964355
	Iteration 25Q: 3 clusters Score -8776698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8776704.000000 Penalty: 3618.964355
	Iteration 26Q: 3 clusters Score -8776704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8776709.000000 Penalty: 3618.964355
	Iteration 27Q: 3 clusters Score -8776709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8776717.000000 Penalty: 3618.964355
	Iteration 28Q: 3 clusters Score -8776717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8776714.000000 Penalty: 3618.964355
	Iteration 29Q: 3 clusters Score -8776714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8776713.000000 Penalty: 3618.964355
	Iteration 30Q: 3 clusters Score -8776713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8776714.000000 Penalty: 3618.964355
	Iteration 31Q: 3 clusters Score -8776714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8776716.000000 Penalty: 3618.964355
	Iteration 32Q: 3 clusters Score -8776716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8776716.000000 Penalty: 3618.964355
	Iteration 33Q: 3 clusters Score -8776716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8776714.000000 Penalty: 3618.964355
	Iteration 34Q: 3 clusters Score -8776714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8776714.000000 Penalty: 3618.964355
	Iteration 35F: 3 clusters Score -8776714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Entering Unmasked Estep 
Score: -2919807.750000 Penalty: 1632.049194
	Iteration 0F: 2 clusters Score -2919808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2904181.250000 Penalty: 3264.098389
	Iteration 0F: 3 clusters Score -2904181 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2909835.250000 Penalty: 3264.098389
	Iteration 1F: 3 clusters Score -2909835 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2910141.250000 Penalty: 3264.098389
	Iteration 2Q: 3 clusters Score -2910141 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2910430.250000 Penalty: 3264.098389
	Iteration 3Q: 3 clusters Score -2910430 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2910697.500000 Penalty: 3264.098389
	Iteration 4Q: 3 clusters Score -2910698 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2911020.500000 Penalty: 3264.098389
	Iteration 5Q: 3 clusters Score -2911020 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2911388.000000 Penalty: 3264.098389
	Iteration 6Q: 3 clusters Score -2911388 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2911912.750000 Penalty: 3264.098389
	Iteration 7Q: 3 clusters Score -2911913 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2912656.750000 Penalty: 3264.098389
	Iteration 8F: 3 clusters Score -2912657 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2913656.250000 Penalty: 3264.098389
	Iteration 9F: 3 clusters Score -2913656 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2914901.500000 Penalty: 3264.098389
	Iteration 10F: 3 clusters Score -2914902 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2916112.000000 Penalty: 3264.098389
	Iteration 11F: 3 clusters Score -2916112 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2917139.500000 Penalty: 3264.098389
	Iteration 12Q: 3 clusters Score -2917140 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2917710.750000 Penalty: 3264.098389
	Iteration 13Q: 3 clusters Score -2917711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2918040.500000 Penalty: 3264.098389
	Iteration 14Q: 3 clusters Score -2918040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2918191.500000 Penalty: 3264.098389
	Iteration 15Q: 3 clusters Score -2918192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2918267.750000 Penalty: 3264.098389
	Iteration 16Q: 3 clusters Score -2918268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2918312.500000 Penalty: 3264.098389
	Iteration 17Q: 3 clusters Score -2918312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2918333.750000 Penalty: 3264.098389
	Iteration 18Q: 3 clusters Score -2918334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2918354.250000 Penalty: 3264.098389
	Iteration 19Q: 3 clusters Score -2918354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2918363.000000 Penalty: 3264.098389
	Iteration 20F: 3 clusters Score -2918363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2918377.000000 Penalty: 3264.098389
	Iteration 21Q: 3 clusters Score -2918377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2918381.500000 Penalty: 3264.098389
	Iteration 22Q: 3 clusters Score -2918382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2918388.750000 Penalty: 3264.098389
	Iteration 23Q: 3 clusters Score -2918389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2918390.500000 Penalty: 3264.098389
	Iteration 24Q: 3 clusters Score -2918390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2918393.750000 Penalty: 3264.098389
	Iteration 25Q: 3 clusters Score -2918394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2918394.000000 Penalty: 3264.098389
	Iteration 26Q: 3 clusters Score -2918394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2918395.000000 Penalty: 3264.098389
	Iteration 27Q: 3 clusters Score -2918395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2918395.000000 Penalty: 3264.098389
	Iteration 28F: 3 clusters Score -2918395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63055 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 97564 members 
Mstep: Class 14 contains 90517 members 
Mstep: Class 15 contains 67292 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 79Q: 17 clusters Score -6.163188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63046 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97574 members 
Mstep: Class 14 contains 90512 members 
Mstep: Class 15 contains 67290 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 18 contains 68549 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631884.000000 Penalty: 34085.648438
Iteration 80F: 17 clusters Score -6.163188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63034 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36411 members 
Mstep: Class 13 contains 97582 members 
Mstep: Class 14 contains 90516 members 
Mstep: Class 15 contains 67291 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 18 contains 68550 members 
Mstep: Class 20 contains 23002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 34085.648438
Iteration 81Q: 17 clusters Score -6.163186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63024 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36412 members 
Mstep: Class 13 contains 97593 members 
Mstep: Class 14 contains 90512 members 
Mstep: Class 15 contains 67291 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 18 contains 68551 members 
Mstep: Class 20 contains 23003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631848.000000 Penalty: 34085.648438
Iteration 82Q: 17 clusters Score -6.163185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63017 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 97597 members 
Mstep: Class 14 contains 90507 members 
Mstep: Class 15 contains 67290 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631828.000000 Penalty: 34085.648438
Iteration 83Q: 17 clusters Score -6.163183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 63010 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36418 members 
Mstep: Class 13 contains 97599 members 
Mstep: Class 14 contains 90507 members 
Mstep: Class 15 contains 67291 members 
Mstep: Class 16 contains 32585 members 
Mstep: Class 18 contains 68555 members 
Mstep: Class 20 contains 23006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631792.000000 Penalty: 34085.648438
Iteration 84Q: 17 clusters Score -6.163179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 63005 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36415 members 
Mstep: Class 13 contains 97599 members 
Mstep: Class 14 contains 90512 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32587 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 20 contains 23006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631832.000000 Penalty: 34085.648438
Iteration 85Q: 17 clusters Score -6.163183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62999 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36415 members 
Mstep: Class 13 contains 97601 members 
Mstep: Class 14 contains 90513 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32588 members 
Mstep: Class 18 contains 68555 members 
Mstep: Class 20 contains 23008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631848.000000 Penalty: 34085.648438
Iteration 86Q: 17 clusters Score -6.163185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62992 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97606 members 
Mstep: Class 14 contains 90515 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32588 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 34085.648438
Iteration 87Q: 17 clusters Score -6.163186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62986 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97609 members 
Mstep: Class 14 contains 90517 members 
Mstep: Class 15 contains 67288 members 
Mstep: Class 16 contains 32590 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631836.000000 Penalty: 34085.648438
Iteration 88Q: 17 clusters Score -6.163184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62975 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36412 members 
Mstep: Class 13 contains 97616 members 
Mstep: Class 14 contains 90519 members 
Mstep: Class 15 contains 67287 members 
Mstep: Class 16 contains 32591 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 20 contains 23012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 34085.648438
Iteration 89Q: 17 clusters Score -6.163188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62967 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97616 members 
Mstep: Class 14 contains 90520 members 
Mstep: Class 15 contains 67287 members 
Mstep: Class 16 contains 32595 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 20 contains 23013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631852.000000 Penalty: 34085.648438
Iteration 90Q: 17 clusters Score -6.163185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62959 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 97622 members 
Mstep: Class 14 contains 90518 members 
Mstep: Class 15 contains 67287 members 
Mstep: Class 16 contains 32597 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 20 contains 23013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631868.000000 Penalty: 34085.648438
Iteration 91Q: 17 clusters Score -6.163187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62959 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 97625 members 
Mstep: Class 14 contains 90514 members 
Mstep: Class 15 contains 67286 members 
Mstep: Class 16 contains 32601 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 34085.648438
Iteration 92Q: 17 clusters Score -6.163186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62956 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97627 members 
Mstep: Class 14 contains 90513 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32604 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 34085.648438
Iteration 93Q: 17 clusters Score -6.163186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62951 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97629 members 
Mstep: Class 14 contains 90515 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 18 contains 68555 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631864.000000 Penalty: 34085.648438
Iteration 94Q: 17 clusters Score -6.163186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62947 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97629 members 
Mstep: Class 14 contains 90518 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631852.000000 Penalty: 34085.648438
Iteration 95Q: 17 clusters Score -6.163185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62946 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97631 members 
Mstep: Class 14 contains 90519 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 18 contains 68554 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 34085.648438
Iteration 96Q: 17 clusters Score -6.163186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62946 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97630 members 
Mstep: Class 14 contains 90521 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 18 contains 68553 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 34085.648438
Iteration 97Q: 17 clusters Score -6.163186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62947 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36414 members 
Mstep: Class 13 contains 97628 members 
Mstep: Class 14 contains 90522 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68552 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631904.000000 Penalty: 34085.648438
Iteration 98Q: 17 clusters Score -6.16319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 62944 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97628 members 
Mstep: Class 14 contains 90525 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 18 contains 68552 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631872.000000 Penalty: 34085.648438
Iteration 99Q: 17 clusters Score -6.163187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62943 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36412 members 
Mstep: Class 13 contains 97627 members 
Mstep: Class 14 contains 90527 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 18 contains 68552 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 34085.648438
Iteration 100F: 17 clusters Score -6.163186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62940 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36411 members 
Mstep: Class 13 contains 97627 members 
Mstep: Class 14 contains 90529 members 
Mstep: Class 15 contains 67286 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 18 contains 68553 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631852.000000 Penalty: 34085.648438
Iteration 101Q: 17 clusters Score -6.163185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62941 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36412 members 
Mstep: Class 13 contains 97627 members 
Mstep: Class 14 contains 90528 members 
Mstep: Class 15 contains 67288 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 18 contains 68550 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631844.000000 Penalty: 34085.648438
Iteration 102Q: 17 clusters Score -6.163184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62939 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90530 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 18 contains 68548 members 
Mstep: Class 20 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 34085.648438
Iteration 103Q: 17 clusters Score -6.163186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62938 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90532 members 
Mstep: Class 15 contains 67288 members 
Mstep: Class 16 contains 32607 members 
Mstep: Class 18 contains 68548 members 
Mstep: Class 20 contains 23016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631872.000000 Penalty: 34085.648438
Iteration 104Q: 17 clusters Score -6.163187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62938 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67288 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631848.000000 Penalty: 34085.648438
Iteration 105Q: 17 clusters Score -6.163185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62937 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67288 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 20 contains 23020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631836.000000 Penalty: 34085.648438
Iteration 106Q: 17 clusters Score -6.163184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62936 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68546 members 
Mstep: Class 20 contains 23021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631824.000000 Penalty: 34085.648438
Iteration 107Q: 17 clusters Score -6.163182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62936 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68546 members 
Mstep: Class 20 contains 23021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631824.000000 Penalty: 34085.648438
Iteration 108F: 17 clusters Score -6.163182e+07 nChanged 0
Entering ConstructFrom: 
Score: -61631824.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -50559.800781 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -50559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49570.339844 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -49570.34 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49892.253906 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -49892.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50075.667969 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -50075.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50213.683594 Penalty: 2020.396973
	Iteration 3F: 3 clusters Score -50213.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50342.312500 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -50342.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -50369.171875 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -50369.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -50377.000000 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -50377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -50377.000000 Penalty: 2020.396973
	Iteration 7F: 3 clusters Score -50377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -491436.625000 Penalty: 1355.401611
	Iteration 0F: 2 clusters Score -491436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -488009.406250 Penalty: 2710.803223
	Iteration 0F: 3 clusters Score -488009.4 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488972.093750 Penalty: 2710.803223
	Iteration 1F: 3 clusters Score -488972.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -489155.656250 Penalty: 2710.803223
	Iteration 2F: 3 clusters Score -489155.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -489314.312500 Penalty: 2710.803223
	Iteration 3F: 3 clusters Score -489314.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -489450.906250 Penalty: 2710.803223
	Iteration 4F: 3 clusters Score -489450.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -489570.156250 Penalty: 2710.803223
	Iteration 5Q: 3 clusters Score -489570.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -489701.156250 Penalty: 2710.803223
	Iteration 6Q: 3 clusters Score -489701.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -489836.906250 Penalty: 2710.803223
	Iteration 7Q: 3 clusters Score -489836.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -489972.906250 Penalty: 2710.803223
	Iteration 8Q: 3 clusters Score -489972.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -490110.687500 Penalty: 2710.803223
	Iteration 9Q: 3 clusters Score -490110.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -490235.906250 Penalty: 2710.803223
	Iteration 10Q: 3 clusters Score -490235.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -490341.218750 Penalty: 2710.803223
	Iteration 11Q: 3 clusters Score -490341.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -490422.218750 Penalty: 2710.803223
	Iteration 12Q: 3 clusters Score -490422.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -490469.312500 Penalty: 2710.803223
	Iteration 13Q: 3 clusters Score -490469.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -490495.625000 Penalty: 2710.803223
	Iteration 14Q: 3 clusters Score -490495.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -490507.468750 Penalty: 2710.803223
	Iteration 15Q: 3 clusters Score -490507.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -490512.937500 Penalty: 2710.803223
	Iteration 16Q: 3 clusters Score -490512.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -490517.687500 Penalty: 2710.803223
	Iteration 17Q: 3 clusters Score -490517.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -490520.000000 Penalty: 2710.803223
	Iteration 18Q: 3 clusters Score -490520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -490521.687500 Penalty: 2710.803223
	Iteration 19Q: 3 clusters Score -490521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -490523.500000 Penalty: 2710.803223
	Iteration 20F: 3 clusters Score -490523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -490524.281250 Penalty: 2710.803223
	Iteration 21Q: 3 clusters Score -490524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -490525.343750 Penalty: 2710.803223
	Iteration 22Q: 3 clusters Score -490525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -490525.343750 Penalty: 2710.803223
	Iteration 23F: 3 clusters Score -490525.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Entering Unmasked Estep 
Score: -8062412.500000 Penalty: 1795.604370
	Iteration 0F: 2 clusters Score -8062412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -8020778.000000 Penalty: 3591.208740
	Iteration 0F: 3 clusters Score -8020778 nChanged 29610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8037778.500000 Penalty: 3591.208740
	Iteration 1F: 3 clusters Score -8037778 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8038355.500000 Penalty: 3591.208740
	Iteration 2Q: 3 clusters Score -8038356 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -8039320.500000 Penalty: 3591.208740
	Iteration 3Q: 3 clusters Score -8039320 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8040802.000000 Penalty: 3591.208740
	Iteration 4F: 3 clusters Score -8040802 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8043493.500000 Penalty: 3591.208740
	Iteration 5F: 3 clusters Score -8043494 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -8047837.500000 Penalty: 3591.208740
	Iteration 6F: 3 clusters Score -8047838 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -8053216.500000 Penalty: 3591.208740
	Iteration 7F: 3 clusters Score -8053216 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -8057591.500000 Penalty: 3591.208740
	Iteration 8F: 3 clusters Score -8057592 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -8059797.500000 Penalty: 3591.208740
	Iteration 9Q: 3 clusters Score -8059798 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -8060499.000000 Penalty: 3591.208740
	Iteration 10Q: 3 clusters Score -8060499 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -8060711.500000 Penalty: 3591.208740
	Iteration 11Q: 3 clusters Score -8060712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -8060762.000000 Penalty: 3591.208740
	Iteration 12Q: 3 clusters Score -8060762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -8060777.500000 Penalty: 3591.208740
	Iteration 13Q: 3 clusters Score -8060778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -8060787.500000 Penalty: 3591.208740
	Iteration 14Q: 3 clusters Score -8060788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8060800.000000 Penalty: 3591.208740
	Iteration 15Q: 3 clusters Score -8060800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -8060825.500000 Penalty: 3591.208740
	Iteration 16Q: 3 clusters Score -8060826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8060832.000000 Penalty: 3591.208740
	Iteration 17Q: 3 clusters Score -8060832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -8060834.500000 Penalty: 3591.208740
	Iteration 18Q: 3 clusters Score -8060834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -8060843.500000 Penalty: 3591.208740
	Iteration 19Q: 3 clusters Score -8060844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8060852.500000 Penalty: 3591.208740
	Iteration 20F: 3 clusters Score -8060852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8060854.000000 Penalty: 3591.208740
	Iteration 21Q: 3 clusters Score -8060854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8060854.000000 Penalty: 3591.208740
	Iteration 22F: 3 clusters Score -8060854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -17727.181641 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -17727.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17099.199219 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -17099.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17315.343750 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -17315.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17435.968750 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -17435.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17552.339844 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -17552.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17617.150391 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -17617.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17656.933594 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -17656.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17701.666016 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -17701.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17706.765625 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -17706.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17706.765625 Penalty: 1791.864380
	Iteration 8F: 3 clusters Score -17706.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -40857.570312 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -40857.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40089.652344 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -40089.65 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40863.390625 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -40863.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41317.324219 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -41317.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41562.167969 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -41562.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41593.765625 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -41593.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41681.582031 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -41681.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41730.738281 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -41730.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41831.406250 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -41831.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41910.417969 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -41910.42 nChanged 8
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: -41979.265625 Penalty: 1982.603638
	Iteration 9Q: 3 clusters Score -41979.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41986.976562 Penalty: 1982.603638
	Iteration 10Q: 3 clusters Score -41986.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41986.976562 Penalty: 1982.603638
	Iteration 11F: 3 clusters Score -41986.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62936 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 227 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68546 members 
Mstep: Class 20 contains 23021 members 
Entering Unmasked Estep 
Score: -61631820.000000 Penalty: 36216.003906
Splitting cluster 5 changes total score from -61631824.000000 to -61631820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -118230.703125 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -118230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116855.179688 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -116855.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117086.656250 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -117086.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117151.687500 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -117151.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117180.000000 Penalty: 2227.665283
	Iteration 3Q: 3 clusters Score -117180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117198.945312 Penalty: 2227.665283
	Iteration 4Q: 3 clusters Score -117198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117215.140625 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -117215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117221.632812 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -117221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117225.968750 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -117226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117229.960938 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -117230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117231.593750 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -117231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117231.945312 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -117231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117232.500000 Penalty: 2227.665283
	Iteration 11Q: 3 clusters Score -117232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117232.500000 Penalty: 2227.665283
	Iteration 12F: 3 clusters Score -117232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -637707.687500 Penalty: 1385.982178
	Iteration 0F: 2 clusters Score -637707.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -633649.750000 Penalty: 2771.964355
	Iteration 0F: 3 clusters Score -633649.8 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -634780.062500 Penalty: 2771.964355
	Iteration 1F: 3 clusters Score -634780.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -634982.625000 Penalty: 2771.964355
	Iteration 2F: 3 clusters Score -634982.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -635137.687500 Penalty: 2771.964355
	Iteration 3F: 3 clusters Score -635137.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -635260.062500 Penalty: 2771.964355
	Iteration 4Q: 3 clusters Score -635260.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -635361.250000 Penalty: 2771.964355
	Iteration 5Q: 3 clusters Score -635361.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -635465.625000 Penalty: 2771.964355
	Iteration 6Q: 3 clusters Score -635465.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -635568.187500 Penalty: 2771.964355
	Iteration 7Q: 3 clusters Score -635568.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -635690.187500 Penalty: 2771.964355
	Iteration 8Q: 3 clusters Score -635690.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -635813.437500 Penalty: 2771.964355
	Iteration 9Q: 3 clusters Score -635813.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -635947.937500 Penalty: 2771.964355
	Iteration 10Q: 3 clusters Score -635947.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -636079.437500 Penalty: 2771.964355
	Iteration 11Q: 3 clusters Score -636079.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -636195.250000 Penalty: 2771.964355
	Iteration 12Q: 3 clusters Score -636195.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -636307.312500 Penalty: 2771.964355
	Iteration 13Q: 3 clusters Score -636307.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -636405.062500 Penalty: 2771.964355
	Iteration 14Q: 3 clusters Score -636405.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -636509.250000 Penalty: 2771.964355
	Iteration 15Q: 3 clusters Score -636509.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -636608.000000 Penalty: 2771.964355
	Iteration 16Q: 3 clusters Score -636608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -636692.812500 Penalty: 2771.964355
	Iteration 17Q: 3 clusters Score -636692.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -636777.750000 Penalty: 2771.964355
	Iteration 18Q: 3 clusters Score -636777.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -636846.250000 Penalty: 2771.964355
	Iteration 19Q: 3 clusters Score -636846.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -636885.750000 Penalty: 2771.964355
	Iteration 20F: 3 clusters Score -636885.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -636917.625000 Penalty: 2771.964355
	Iteration 21Q: 3 clusters Score -636917.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -636935.875000 Penalty: 2771.964355
	Iteration 22Q: 3 clusters Score -636935.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -636953.000000 Penalty: 2771.964355
	Iteration 23Q: 3 clusters Score -636953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -636963.312500 Penalty: 2771.964355
	Iteration 24Q: 3 clusters Score -636963.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -636969.500000 Penalty: 2771.964355
	Iteration 25Q: 3 clusters Score -636969.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -636974.562500 Penalty: 2771.964355
	Iteration 26Q: 3 clusters Score -636974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -636977.000000 Penalty: 2771.964355
	Iteration 27Q: 3 clusters Score -636977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -636981.000000 Penalty: 2771.964355
	Iteration 28Q: 3 clusters Score -636981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -636981.250000 Penalty: 2771.964355
	Iteration 29Q: 3 clusters Score -636981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -636983.375000 Penalty: 2771.964355
	Iteration 30Q: 3 clusters Score -636983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -636984.625000 Penalty: 2771.964355
	Iteration 31Q: 3 clusters Score -636984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -636984.875000 Penalty: 2771.964355
	Iteration 32Q: 3 clusters Score -636984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -636984.875000 Penalty: 2771.964355
	Iteration 33Q: 3 clusters Score -636984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -636984.875000 Penalty: 2771.964355
	Iteration 34Q: 3 clusters Score -636984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -636987.375000 Penalty: 2771.964355
	Iteration 35Q: 3 clusters Score -636987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -636988.375000 Penalty: 2771.964355
	Iteration 36Q: 3 clusters Score -636988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -636988.937500 Penalty: 2771.964355
	Iteration 37Q: 3 clusters Score -636988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -636988.562500 Penalty: 2771.964355
	Iteration 38Q: 3 clusters Score -636988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -636989.250000 Penalty: 2771.964355
	Iteration 39Q: 3 clusters Score -636989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -636989.000000 Penalty: 2771.964355
	Iteration 40F: 3 clusters Score -636989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -636989.500000 Penalty: 2771.964355
	Iteration 41Q: 3 clusters Score -636989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -636989.500000 Penalty: 2771.964355
	Iteration 42F: 3 clusters Score -636989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -290285.531250 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -290285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287998.468750 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -287998.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288461.156250 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -288461.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -288585.031250 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -288585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288659.562500 Penalty: 2512.306885
	Iteration 3Q: 3 clusters Score -288659.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288706.968750 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -288707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -288747.031250 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -288747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -288783.062500 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -288783.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288804.250000 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -288804.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288823.968750 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -288824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288848.687500 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -288848.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -288870.750000 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -288870.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288887.750000 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -288887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -288895.968750 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -288896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288903.250000 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -288903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288909.593750 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -288909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -288915.718750 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -288915.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -288924.125000 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -288924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -288932.875000 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -288932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288937.781250 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -288937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -288942.125000 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -288942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -288944.312500 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -288944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -288944.625000 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -288944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -288946.687500 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -288946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -288947.625000 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -288947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288949.593750 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -288949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -288950.125000 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -288950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -288951.218750 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -288951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288951.250000 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -288951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288951.250000 Penalty: 2512.306885
	Iteration 28F: 3 clusters Score -288951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -116177.171875 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -116177.2 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 503 members 
Entering Unmasked Estep 
Score: -114784.078125 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -114784.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115146.101562 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -115146.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115434.953125 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -115435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115651.835938 Penalty: 2250.179443
	Iteration 3F: 3 clusters Score -115651.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115806.687500 Penalty: 2250.179443
	Iteration 4F: 3 clusters Score -115806.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115938.460938 Penalty: 2250.179443
	Iteration 5F: 3 clusters Score -115938.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116048.367188 Penalty: 2250.179443
	Iteration 6F: 3 clusters Score -116048.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -116085.945312 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -116085.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116112.921875 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -116112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116156.117188 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -116156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -116197.703125 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -116197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116214.539062 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -116214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116218.828125 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -116218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116222.171875 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -116222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116224.148438 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -116224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116224.148438 Penalty: 2250.179443
	Iteration 15F: 3 clusters Score -116224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 62936 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 415 members 
Mstep: Class 12 contains 36413 members 
Mstep: Class 13 contains 97626 members 
Mstep: Class 14 contains 90531 members 
Mstep: Class 15 contains 67289 members 
Mstep: Class 16 contains 32606 members 
Mstep: Class 18 contains 68546 members 
Mstep: Class 20 contains 23021 members 
Entering Unmasked Estep 
Score: -61630856.000000 Penalty: 36216.003906
Splitting cluster 10 changes total score from -61631824.000000 to -61630856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (36413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Entering Unmasked Estep 
Score: -4447313.000000 Penalty: 1706.685669
	Iteration 0F: 2 clusters Score -4447313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4422882.000000 Penalty: 3413.371338
	Iteration 0F: 3 clusters Score -4422882 nChanged 16821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4432338.500000 Penalty: 3413.371338
	Iteration 1F: 3 clusters Score -4432338 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4432688.000000 Penalty: 3413.371338
	Iteration 2Q: 3 clusters Score -4432688 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4433022.000000 Penalty: 3413.371338
	Iteration 3Q: 3 clusters Score -4433022 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4433341.000000 Penalty: 3413.371338
	Iteration 4Q: 3 clusters Score -4433341 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4433628.000000 Penalty: 3413.371338
	Iteration 5Q: 3 clusters Score -4433628 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4433913.500000 Penalty: 3413.371338
	Iteration 6Q: 3 clusters Score -4433914 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4434198.500000 Penalty: 3413.371338
	Iteration 7Q: 3 clusters Score -4434198 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4434549.000000 Penalty: 3413.371338
	Iteration 8Q: 3 clusters Score -4434549 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4434980.500000 Penalty: 3413.371338
	Iteration 9Q: 3 clusters Score -4434980 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4435589.500000 Penalty: 3413.371338
	Iteration 10Q: 3 clusters Score -4435590 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4436333.500000 Penalty: 3413.371338
	Iteration 11Q: 3 clusters Score -4436334 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4437201.500000 Penalty: 3413.371338
	Iteration 12Q: 3 clusters Score -4437202 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4438192.000000 Penalty: 3413.371338
	Iteration 13Q: 3 clusters Score -4438192 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4439086.000000 Penalty: 3413.371338
	Iteration 14Q: 3 clusters Score -4439086 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4439605.000000 Penalty: 3413.371338
	Iteration 15Q: 3 clusters Score -4439605 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4439867.500000 Penalty: 3413.371338
	Iteration 16Q: 3 clusters Score -4439868 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4440019.000000 Penalty: 3413.371338
	Iteration 17Q: 3 clusters Score -4440019 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4440123.000000 Penalty: 3413.371338
	Iteration 18Q: 3 clusters Score -4440123 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4440202.500000 Penalty: 3413.371338
	Iteration 19Q: 3 clusters Score -4440202 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4440325.500000 Penalty: 3413.371338
	Iteration 20F: 3 clusters Score -4440326 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -4440417.000000 Penalty: 3413.371338
	Iteration 21Q: 3 clusters Score -4440417 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4440516.500000 Penalty: 3413.371338
	Iteration 22Q: 3 clusters Score -4440516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4440638.000000 Penalty: 3413.371338
	Iteration 23Q: 3 clusters Score -4440638 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4440782.500000 Penalty: 3413.371338
	Iteration 24Q: 3 clusters Score -4440782 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4440927.500000 Penalty: 3413.371338
	Iteration 25Q: 3 clusters Score -4440928 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4441083.000000 Penalty: 3413.371338
	Iteration 26Q: 3 clusters Score -4441083 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4441275.000000 Penalty: 3413.371338
	Iteration 27Q: 3 clusters Score -4441275 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4441485.500000 Penalty: 3413.371338
	Iteration 28Q: 3 clusters Score -4441486 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4441735.000000 Penalty: 3413.371338
	Iteration 29Q: 3 clusters Score -4441735 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4441959.000000 Penalty: 3413.371338
	Iteration 30Q: 3 clusters Score -4441959 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4442231.000000 Penalty: 3413.371338
	Iteration 31Q: 3 clusters Score -4442231 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4442458.500000 Penalty: 3413.371338
	Iteration 32Q: 3 clusters Score -4442458 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4442674.500000 Penalty: 3413.371338
	Iteration 33Q: 3 clusters Score -4442674 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4442905.500000 Penalty: 3413.371338
	Iteration 34Q: 3 clusters Score -4442906 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4443160.000000 Penalty: 3413.371338
	Iteration 35Q: 3 clusters Score -4443160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4443402.000000 Penalty: 3413.371338
	Iteration 36Q: 3 clusters Score -4443402 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4443664.500000 Penalty: 3413.371338
	Iteration 37Q: 3 clusters Score -4443664 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4443906.000000 Penalty: 3413.371338
	Iteration 38Q: 3 clusters Score -4443906 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4444149.500000 Penalty: 3413.371338
	Iteration 39Q: 3 clusters Score -4444150 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4444401.000000 Penalty: 3413.371338
	Iteration 40F: 3 clusters Score -4444401 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4444634.000000 Penalty: 3413.371338
	Iteration 41Q: 3 clusters Score -4444634 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4444875.000000 Penalty: 3413.371338
	Iteration 42Q: 3 clusters Score -4444875 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4445046.000000 Penalty: 3413.371338
	Iteration 43Q: 3 clusters Score -4445046 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4445234.000000 Penalty: 3413.371338
	Iteration 44Q: 3 clusters Score -4445234 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4445411.000000 Penalty: 3413.371338
	Iteration 45Q: 3 clusters Score -4445411 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4445589.000000 Penalty: 3413.371338
	Iteration 46Q: 3 clusters Score -4445589 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4445743.500000 Penalty: 3413.371338
	Iteration 47Q: 3 clusters Score -4445744 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4445839.000000 Penalty: 3413.371338
	Iteration 48Q: 3 clusters Score -4445839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4445892.500000 Penalty: 3413.371338
	Iteration 49Q: 3 clusters Score -4445892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4445930.500000 Penalty: 3413.371338
	Iteration 50Q: 3 clusters Score -4445930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4445961.500000 Penalty: 3413.371338
	Iteration 51Q: 3 clusters Score -4445962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4445983.000000 Penalty: 3413.371338
	Iteration 52Q: 3 clusters Score -4445983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4445996.000000 Penalty: 3413.371338
	Iteration 53Q: 3 clusters Score -4445996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4446012.000000 Penalty: 3413.371338
	Iteration 54Q: 3 clusters Score -4446012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4446018.000000 Penalty: 3413.371338
	Iteration 55Q: 3 clusters Score -4446018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4446025.500000 Penalty: 3413.371338
	Iteration 56Q: 3 clusters Score -4446026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4446024.500000 Penalty: 3413.371338
	Iteration 57Q: 3 clusters Score -4446024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4446028.500000 Penalty: 3413.371338
	Iteration 58Q: 3 clusters Score -4446028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4446028.000000 Penalty: 3413.371338
	Iteration 59Q: 3 clusters Score -4446028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4446028.000000 Penalty: 3413.371338
	Iteration 60F: 3 clusters Score -4446028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Entering Unmasked Estep 
Score: -12409933.000000 Penalty: 1866.946167
	Iteration 0F: 2 clusters Score -1.240993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -12349533.000000 Penalty: 3733.892334
	Iteration 0F: 3 clusters Score -1.234953e+07 nChanged 46648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -12376640.000000 Penalty: 3733.892334
	Iteration 1F: 3 clusters Score -1.237664e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -12377509.000000 Penalty: 3733.892334
	Iteration 2Q: 3 clusters Score -1.237751e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -12378535.000000 Penalty: 3733.892334
	Iteration 3Q: 3 clusters Score -1.237854e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -12380032.000000 Penalty: 3733.892334
	Iteration 4Q: 3 clusters Score -1.238003e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -12382482.000000 Penalty: 3733.892334
	Iteration 5F: 3 clusters Score -1.238248e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -12385894.000000 Penalty: 3733.892334
	Iteration 6F: 3 clusters Score -1.238589e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -12390607.000000 Penalty: 3733.892334
	Iteration 7F: 3 clusters Score -1.239061e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -12396004.000000 Penalty: 3733.892334
	Iteration 8F: 3 clusters Score -1.2396e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -12401097.000000 Penalty: 3733.892334
	Iteration 9F: 3 clusters Score -1.24011e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -12404550.000000 Penalty: 3733.892334
	Iteration 10Q: 3 clusters Score -1.240455e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12406545.000000 Penalty: 3733.892334
	Iteration 11Q: 3 clusters Score -1.240654e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12407433.000000 Penalty: 3733.892334
	Iteration 12Q: 3 clusters Score -1.240743e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12407887.000000 Penalty: 3733.892334
	Iteration 13Q: 3 clusters Score -1.240789e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12408050.000000 Penalty: 3733.892334
	Iteration 14Q: 3 clusters Score -1.240805e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12408136.000000 Penalty: 3733.892334
	Iteration 15Q: 3 clusters Score -1.240814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12408200.000000 Penalty: 3733.892334
	Iteration 16Q: 3 clusters Score -1.24082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12408248.000000 Penalty: 3733.892334
	Iteration 17Q: 3 clusters Score -1.240825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12408259.000000 Penalty: 3733.892334
	Iteration 18Q: 3 clusters Score -1.240826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12408265.000000 Penalty: 3733.892334
	Iteration 19Q: 3 clusters Score -1.240826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12408287.000000 Penalty: 3733.892334
	Iteration 20F: 3 clusters Score -1.240829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12408292.000000 Penalty: 3733.892334
	Iteration 21Q: 3 clusters Score -1.240829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12408288.000000 Penalty: 3733.892334
	Iteration 22Q: 3 clusters Score -1.240829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12408295.000000 Penalty: 3733.892334
	Iteration 23Q: 3 clusters Score -1.24083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12408308.000000 Penalty: 3733.892334
	Iteration 24Q: 3 clusters Score -1.240831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12408310.000000 Penalty: 3733.892334
	Iteration 25Q: 3 clusters Score -1.240831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12408314.000000 Penalty: 3733.892334
	Iteration 26Q: 3 clusters Score -1.240831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12408309.000000 Penalty: 3733.892334
	Iteration 27Q: 3 clusters Score -1.240831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12408315.000000 Penalty: 3733.892334
	Iteration 28Q: 3 clusters Score -1.240832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12408320.000000 Penalty: 3733.892334
	Iteration 29Q: 3 clusters Score -1.240832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12408323.000000 Penalty: 3733.892334
	Iteration 30Q: 3 clusters Score -1.240832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12408323.000000 Penalty: 3733.892334
	Iteration 31F: 3 clusters Score -1.240832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Entering Unmasked Estep 
Score: -11576985.000000 Penalty: 1854.685181
	Iteration 0F: 2 clusters Score -1.157698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -11519401.000000 Penalty: 3709.370361
	Iteration 0F: 3 clusters Score -1.15194e+07 nChanged 43099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -11543802.000000 Penalty: 3709.370361
	Iteration 1F: 3 clusters Score -1.15438e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -11544289.000000 Penalty: 3709.370361
	Iteration 2Q: 3 clusters Score -1.154429e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -11544888.000000 Penalty: 3709.370361
	Iteration 3Q: 3 clusters Score -1.154489e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -11545848.000000 Penalty: 3709.370361
	Iteration 4Q: 3 clusters Score -1.154585e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -11547093.000000 Penalty: 3709.370361
	Iteration 5Q: 3 clusters Score -1.154709e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -11549119.000000 Penalty: 3709.370361
	Iteration 6Q: 3 clusters Score -1.154912e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -11552569.000000 Penalty: 3709.370361
	Iteration 7F: 3 clusters Score -1.155257e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -11557246.000000 Penalty: 3709.370361
	Iteration 8F: 3 clusters Score -1.155725e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -11562554.000000 Penalty: 3709.370361
	Iteration 9F: 3 clusters Score -1.156255e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -11566828.000000 Penalty: 3709.370361
	Iteration 10F: 3 clusters Score -1.156683e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -11569633.000000 Penalty: 3709.370361
	Iteration 11Q: 3 clusters Score -1.156963e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -11571287.000000 Penalty: 3709.370361
	Iteration 12Q: 3 clusters Score -1.157129e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -11572355.000000 Penalty: 3709.370361
	Iteration 13Q: 3 clusters Score -1.157236e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -11573089.000000 Penalty: 3709.370361
	Iteration 14Q: 3 clusters Score -1.157309e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -11573611.000000 Penalty: 3709.370361
	Iteration 15Q: 3 clusters Score -1.157361e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -11573959.000000 Penalty: 3709.370361
	Iteration 16Q: 3 clusters Score -1.157396e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -11574271.000000 Penalty: 3709.370361
	Iteration 17Q: 3 clusters Score -1.157427e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -11574481.000000 Penalty: 3709.370361
	Iteration 18Q: 3 clusters Score -1.157448e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -11574648.000000 Penalty: 3709.370361
	Iteration 19Q: 3 clusters Score -1.157465e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11574798.000000 Penalty: 3709.370361
	Iteration 20F: 3 clusters Score -1.15748e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -11574908.000000 Penalty: 3709.370361
	Iteration 21Q: 3 clusters Score -1.157491e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -11574987.000000 Penalty: 3709.370361
	Iteration 22Q: 3 clusters Score -1.157499e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -11575052.000000 Penalty: 3709.370361
	Iteration 23Q: 3 clusters Score -1.157505e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -11575107.000000 Penalty: 3709.370361
	Iteration 24Q: 3 clusters Score -1.157511e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -11575154.000000 Penalty: 3709.370361
	Iteration 25Q: 3 clusters Score -1.157515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -11575175.000000 Penalty: 3709.370361
	Iteration 26Q: 3 clusters Score -1.157518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -11575196.000000 Penalty: 3709.370361
	Iteration 27Q: 3 clusters Score -1.15752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -11575240.000000 Penalty: 3709.370361
	Iteration 28Q: 3 clusters Score -1.157524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11575240.000000 Penalty: 3709.370361
	Iteration 29Q: 3 clusters Score -1.157524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -11575254.000000 Penalty: 3709.370361
	Iteration 30Q: 3 clusters Score -1.157525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -11575255.000000 Penalty: 3709.370361
	Iteration 31Q: 3 clusters Score -1.157526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -11575261.000000 Penalty: 3709.370361
	Iteration 32Q: 3 clusters Score -1.157526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -11575271.000000 Penalty: 3709.370361
	Iteration 33Q: 3 clusters Score -1.157527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -11575277.000000 Penalty: 3709.370361
	Iteration 34Q: 3 clusters Score -1.157528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -11575284.000000 Penalty: 3709.370361
	Iteration 35Q: 3 clusters Score -1.157528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11575288.000000 Penalty: 3709.370361
	Iteration 36Q: 3 clusters Score -1.157529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -11575293.000000 Penalty: 3709.370361
	Iteration 37Q: 3 clusters Score -1.157529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -11575299.000000 Penalty: 3709.370361
	Iteration 38Q: 3 clusters Score -1.15753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -11575320.000000 Penalty: 3709.370361
	Iteration 39Q: 3 clusters Score -1.157532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -11575329.000000 Penalty: 3709.370361
	Iteration 40F: 3 clusters Score -1.157533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -11575331.000000 Penalty: 3709.370361
	Iteration 41Q: 3 clusters Score -1.157533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -11575326.000000 Penalty: 3709.370361
	Iteration 42Q: 3 clusters Score -1.157533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -11575331.000000 Penalty: 3709.370361
	Iteration 43Q: 3 clusters Score -1.157533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -11575342.000000 Penalty: 3709.370361
	Iteration 44Q: 3 clusters Score -1.157534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -11575326.000000 Penalty: 3709.370361
	Iteration 45Q: 3 clusters Score -1.157533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -11575336.000000 Penalty: 3709.370361
	Iteration 46Q: 3 clusters Score -1.157534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -11575335.000000 Penalty: 3709.370361
	Iteration 47Q: 3 clusters Score -1.157534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -11575341.000000 Penalty: 3709.370361
	Iteration 48Q: 3 clusters Score -1.157534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -11575341.000000 Penalty: 3709.370361
	Iteration 49F: 3 clusters Score -1.157534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Entering Unmasked Estep 
Score: -8571800.000000 Penalty: 1806.472168
	Iteration 0F: 2 clusters Score -8571800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -8527239.000000 Penalty: 3612.944336
	Iteration 0F: 3 clusters Score -8527239 nChanged 31745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8545284.000000 Penalty: 3612.944336
	Iteration 1F: 3 clusters Score -8545284 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -8545700.000000 Penalty: 3612.944336
	Iteration 2Q: 3 clusters Score -8545700 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -8546043.000000 Penalty: 3612.944336
	Iteration 3Q: 3 clusters Score -8546043 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -8546504.000000 Penalty: 3612.944336
	Iteration 4Q: 3 clusters Score -8546504 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -8547075.000000 Penalty: 3612.944336
	Iteration 5Q: 3 clusters Score -8547075 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -8547895.000000 Penalty: 3612.944336
	Iteration 6Q: 3 clusters Score -8547895 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8549167.000000 Penalty: 3612.944336
	Iteration 7Q: 3 clusters Score -8549167 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8551339.000000 Penalty: 3612.944336
	Iteration 8F: 3 clusters Score -8551339 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -8554767.000000 Penalty: 3612.944336
	Iteration 9F: 3 clusters Score -8554767 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8558939.000000 Penalty: 3612.944336
	Iteration 10F: 3 clusters Score -8558939 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8563022.000000 Penalty: 3612.944336
	Iteration 11F: 3 clusters Score -8563022 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8566026.000000 Penalty: 3612.944336
	Iteration 12Q: 3 clusters Score -8566026 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8567956.000000 Penalty: 3612.944336
	Iteration 13Q: 3 clusters Score -8567956 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8569135.000000 Penalty: 3612.944336
	Iteration 14Q: 3 clusters Score -8569135 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8569663.000000 Penalty: 3612.944336
	Iteration 15Q: 3 clusters Score -8569663 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8569897.000000 Penalty: 3612.944336
	Iteration 16Q: 3 clusters Score -8569897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8570012.000000 Penalty: 3612.944336
	Iteration 17Q: 3 clusters Score -8570012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8570098.000000 Penalty: 3612.944336
	Iteration 18Q: 3 clusters Score -8570098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8570126.000000 Penalty: 3612.944336
	Iteration 19Q: 3 clusters Score -8570126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8570149.000000 Penalty: 3612.944336
	Iteration 20F: 3 clusters Score -8570149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8570156.000000 Penalty: 3612.944336
	Iteration 21Q: 3 clusters Score -8570156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8570170.000000 Penalty: 3612.944336
	Iteration 22Q: 3 clusters Score -8570170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8570177.000000 Penalty: 3612.944336
	Iteration 23Q: 3 clusters Score -8570177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8570179.000000 Penalty: 3612.944336
	Iteration 24Q: 3 clusters Score -8570179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8570176.000000 Penalty: 3612.944336
	Iteration 25Q: 3 clusters Score -8570176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8570187.000000 Penalty: 3612.944336
	Iteration 26Q: 3 clusters Score -8570187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8570183.000000 Penalty: 3612.944336
	Iteration 27Q: 3 clusters Score -8570183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8570188.000000 Penalty: 3612.944336
	Iteration 28Q: 3 clusters Score -8570188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8570189.000000 Penalty: 3612.944336
	Iteration 29Q: 3 clusters Score -8570189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8570199.000000 Penalty: 3612.944336
	Iteration 30Q: 3 clusters Score -8570199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8570201.000000 Penalty: 3612.944336
	Iteration 31Q: 3 clusters Score -8570201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8570214.000000 Penalty: 3612.944336
	Iteration 32Q: 3 clusters Score -8570214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8570219.000000 Penalty: 3612.944336
	Iteration 33Q: 3 clusters Score -8570219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8570225.000000 Penalty: 3612.944336
	Iteration 34Q: 3 clusters Score -8570225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8570229.000000 Penalty: 3612.944336
	Iteration 35Q: 3 clusters Score -8570229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8570225.000000 Penalty: 3612.944336
	Iteration 36Q: 3 clusters Score -8570225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8570233.000000 Penalty: 3612.944336
	Iteration 37Q: 3 clusters Score -8570233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8570230.000000 Penalty: 3612.944336
	Iteration 38Q: 3 clusters Score -8570230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8570230.000000 Penalty: 3612.944336
	Iteration 39Q: 3 clusters Score -8570230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8570230.000000 Penalty: 3612.944336
	Iteration 40F: 3 clusters Score -8570230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Entering Unmasked Estep 
Score: -4153326.750000 Penalty: 1688.740967
	Iteration 0F: 2 clusters Score -4153327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4131561.750000 Penalty: 3377.481934
	Iteration 0F: 3 clusters Score -4131562 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4139916.500000 Penalty: 3377.481934
	Iteration 1F: 3 clusters Score -4139916 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4140383.250000 Penalty: 3377.481934
	Iteration 2Q: 3 clusters Score -4140383 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4140924.500000 Penalty: 3377.481934
	Iteration 3Q: 3 clusters Score -4140924 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4141592.500000 Penalty: 3377.481934
	Iteration 4Q: 3 clusters Score -4141592 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4142598.250000 Penalty: 3377.481934
	Iteration 5F: 3 clusters Score -4142598 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4144060.750000 Penalty: 3377.481934
	Iteration 6F: 3 clusters Score -4144061 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -4145976.000000 Penalty: 3377.481934
	Iteration 7F: 3 clusters Score -4145976 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4148104.500000 Penalty: 3377.481934
	Iteration 8F: 3 clusters Score -4148104 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4149903.000000 Penalty: 3377.481934
	Iteration 9F: 3 clusters Score -4149903 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4150990.500000 Penalty: 3377.481934
	Iteration 10Q: 3 clusters Score -4150990 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4151480.250000 Penalty: 3377.481934
	Iteration 11Q: 3 clusters Score -4151480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4151694.000000 Penalty: 3377.481934
	Iteration 12Q: 3 clusters Score -4151694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4151793.000000 Penalty: 3377.481934
	Iteration 13Q: 3 clusters Score -4151793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4151823.750000 Penalty: 3377.481934
	Iteration 14Q: 3 clusters Score -4151824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4151839.500000 Penalty: 3377.481934
	Iteration 15Q: 3 clusters Score -4151840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4151853.500000 Penalty: 3377.481934
	Iteration 16Q: 3 clusters Score -4151854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4151855.000000 Penalty: 3377.481934
	Iteration 17Q: 3 clusters Score -4151855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4151855.250000 Penalty: 3377.481934
	Iteration 18Q: 3 clusters Score -4151855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4151863.500000 Penalty: 3377.481934
	Iteration 19Q: 3 clusters Score -4151864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4151865.750000 Penalty: 3377.481934
	Iteration 20F: 3 clusters Score -4151866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Entering Unmasked Estep 
Score: -8778148.000000 Penalty: 1809.479858
	Iteration 0F: 2 clusters Score -8778148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8732945.000000 Penalty: 3618.959717
	Iteration 0F: 3 clusters Score -8732945 nChanged 32649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8751623.000000 Penalty: 3618.959717
	Iteration 1F: 3 clusters Score -8751623 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8752328.000000 Penalty: 3618.959717
	Iteration 2Q: 3 clusters Score -8752328 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -8753196.000000 Penalty: 3618.959717
	Iteration 3Q: 3 clusters Score -8753196 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8754555.000000 Penalty: 3618.959717
	Iteration 4Q: 3 clusters Score -8754555 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8756858.000000 Penalty: 3618.959717
	Iteration 5F: 3 clusters Score -8756858 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -8760334.000000 Penalty: 3618.959717
	Iteration 6F: 3 clusters Score -8760334 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -8764564.000000 Penalty: 3618.959717
	Iteration 7F: 3 clusters Score -8764564 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -8768341.000000 Penalty: 3618.959717
	Iteration 8F: 3 clusters Score -8768341 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -8771148.000000 Penalty: 3618.959717
	Iteration 9Q: 3 clusters Score -8771148 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8772859.000000 Penalty: 3618.959717
	Iteration 10Q: 3 clusters Score -8772859 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8774021.000000 Penalty: 3618.959717
	Iteration 11Q: 3 clusters Score -8774021 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -8774783.000000 Penalty: 3618.959717
	Iteration 12Q: 3 clusters Score -8774783 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -8775319.000000 Penalty: 3618.959717
	Iteration 13Q: 3 clusters Score -8775319 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -8775712.000000 Penalty: 3618.959717
	Iteration 14Q: 3 clusters Score -8775712 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -8776026.000000 Penalty: 3618.959717
	Iteration 15Q: 3 clusters Score -8776026 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -8776218.000000 Penalty: 3618.959717
	Iteration 16Q: 3 clusters Score -8776218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -8776343.000000 Penalty: 3618.959717
	Iteration 17Q: 3 clusters Score -8776343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -8776412.000000 Penalty: 3618.959717
	Iteration 18Q: 3 clusters Score -8776412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -8776461.000000 Penalty: 3618.959717
	Iteration 19Q: 3 clusters Score -8776461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -8776512.000000 Penalty: 3618.959717
	Iteration 20F: 3 clusters Score -8776512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -8776539.000000 Penalty: 3618.959717
	Iteration 21Q: 3 clusters Score -8776539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -8776548.000000 Penalty: 3618.959717
	Iteration 22Q: 3 clusters Score -8776548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8776569.000000 Penalty: 3618.959717
	Iteration 23Q: 3 clusters Score -8776569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -8776582.000000 Penalty: 3618.959717
	Iteration 24Q: 3 clusters Score -8776582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -8776578.000000 Penalty: 3618.959717
	Iteration 25Q: 3 clusters Score -8776578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -8776583.000000 Penalty: 3618.959717
	Iteration 26Q: 3 clusters Score -8776583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -8776583.000000 Penalty: 3618.959717
	Iteration 27F: 3 clusters Score -8776583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Entering Unmasked Estep 
Score: -2922122.500000 Penalty: 1632.176270
	Iteration 0F: 2 clusters Score -2922122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2906456.000000 Penalty: 3264.352539
	Iteration 0F: 3 clusters Score -2906456 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2912290.000000 Penalty: 3264.352539
	Iteration 1F: 3 clusters Score -2912290 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2912714.750000 Penalty: 3264.352539
	Iteration 2F: 3 clusters Score -2912715 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2913279.500000 Penalty: 3264.352539
	Iteration 3F: 3 clusters Score -2913280 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2914131.750000 Penalty: 3264.352539
	Iteration 4F: 3 clusters Score -2914132 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2915362.500000 Penalty: 3264.352539
	Iteration 5F: 3 clusters Score -2915362 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2916927.000000 Penalty: 3264.352539
	Iteration 6F: 3 clusters Score -2916927 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2918539.500000 Penalty: 3264.352539
	Iteration 7F: 3 clusters Score -2918540 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2919671.000000 Penalty: 3264.352539
	Iteration 8F: 3 clusters Score -2919671 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2920235.750000 Penalty: 3264.352539
	Iteration 9Q: 3 clusters Score -2920236 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2920489.250000 Penalty: 3264.352539
	Iteration 10Q: 3 clusters Score -2920489 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2920583.000000 Penalty: 3264.352539
	Iteration 11Q: 3 clusters Score -2920583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2920627.500000 Penalty: 3264.352539
	Iteration 12Q: 3 clusters Score -2920628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2920651.000000 Penalty: 3264.352539
	Iteration 13Q: 3 clusters Score -2920651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2920675.250000 Penalty: 3264.352539
	Iteration 14Q: 3 clusters Score -2920675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2920681.500000 Penalty: 3264.352539
	Iteration 15Q: 3 clusters Score -2920682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2920698.250000 Penalty: 3264.352539
	Iteration 16Q: 3 clusters Score -2920698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2920698.250000 Penalty: 3264.352539
	Iteration 17Q: 3 clusters Score -2920698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2920704.000000 Penalty: 3264.352539
	Iteration 18Q: 3 clusters Score -2920704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2920706.000000 Penalty: 3264.352539
	Iteration 19Q: 3 clusters Score -2920706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2920712.750000 Penalty: 3264.352539
	Iteration 20F: 3 clusters Score -2920713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2920715.000000 Penalty: 3264.352539
	Iteration 21Q: 3 clusters Score -2920715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2920718.750000 Penalty: 3264.352539
	Iteration 22Q: 3 clusters Score -2920719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2920722.750000 Penalty: 3264.352539
	Iteration 23Q: 3 clusters Score -2920723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2920737.500000 Penalty: 3264.352539
	Iteration 24Q: 3 clusters Score -2920738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2920740.500000 Penalty: 3264.352539
	Iteration 25Q: 3 clusters Score -2920740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2920740.500000 Penalty: 3264.352539
	Iteration 26F: 3 clusters Score -2920740 nChanged 0
21->17 Clusters: Score -61631824.000000, best is -61629192.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 23650 members 
Mstep: Class 3 contains 23785 members 
Mstep: Class 4 contains 23617 members 
Mstep: Class 5 contains 23497 members 
Mstep: Class 6 contains 23388 members 
Mstep: Class 7 contains 23373 members 
Mstep: Class 8 contains 23360 members 
Mstep: Class 9 contains 23375 members 
Mstep: Class 10 contains 23667 members 
Mstep: Class 11 contains 23510 members 
Mstep: Class 12 contains 23640 members 
Mstep: Class 13 contains 23580 members 
Mstep: Class 14 contains 23399 members 
Mstep: Class 15 contains 23664 members 
Mstep: Class 16 contains 23425 members 
Mstep: Class 17 contains 23796 members 
Mstep: Class 18 contains 23284 members 
Mstep: Class 19 contains 23387 members 
Mstep: Class 20 contains 23367 members 
Mstep: Class 21 contains 23448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 679.557495 but Gain 2130.351562
Score: -59516960.000000 Penalty: 42607.062500
Iteration 0F: 21 clusters Score -5.951696e+07 nChanged 470128
Entering Unmasked Mstep 
Mstep: Class 0 contains 638 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 20396 members 
Mstep: Class 3 contains 23789 members 
Mstep: Class 4 contains 37259 members 
Mstep: Class 5 contains 41658 members 
Mstep: Class 6 contains 14558 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 22004 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 23537 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 15 contains 3861 members 
Mstep: Class 16 contains 57060 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 67848 members 
Mstep: Class 19 contains 135801 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 25511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1417.354370 but Gain 2130.355469
Score: -61042836.000000 Penalty: 40476.707031
Iteration 1F: 20 clusters Score -6.104284e+07 nChanged 154736
Entering Unmasked Mstep 
Mstep: Class 0 contains 514 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15129 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 37935 members 
Mstep: Class 6 contains 11663 members 
Mstep: Class 7 contains 851 members 
Mstep: Class 8 contains 14929 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 18075 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 53126 members 
Mstep: Class 18 contains 85163 members 
Mstep: Class 19 contains 166674 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 22624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1711.124512 but Gain 2130.351562
Score: -61126852.000000 Penalty: 38346.355469
Iteration 2F: 19 clusters Score -6.112685e+07 nChanged 111442
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 18666 members 
Mstep: Class 4 contains 32971 members 
Mstep: Class 5 contains 36258 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 21129 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 58298 members 
Mstep: Class 18 contains 114542 members 
Mstep: Class 19 contains 140092 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 22352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61250216.000000 Penalty: 38346.355469
Iteration 3F: 19 clusters Score -6.125022e+07 nChanged 86121
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 18472 members 
Mstep: Class 4 contains 31864 members 
Mstep: Class 5 contains 30908 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 9120 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 25417 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 61416 members 
Mstep: Class 18 contains 143108 members 
Mstep: Class 19 contains 116670 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 20897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61313172.000000 Penalty: 38346.355469
Iteration 4F: 19 clusters Score -6.131317e+07 nChanged 85092
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 19302 members 
Mstep: Class 4 contains 31807 members 
Mstep: Class 5 contains 25766 members 
Mstep: Class 6 contains 13144 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 29081 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 66907 members 
Mstep: Class 18 contains 150978 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 225 members 
Mstep: Class 21 contains 21307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61361380.000000 Penalty: 38346.355469
Iteration 5F: 19 clusters Score -6.136138e+07 nChanged 71629
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10837 members 
Mstep: Class 3 contains 21490 members 
Mstep: Class 4 contains 32862 members 
Mstep: Class 5 contains 20615 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 8 contains 6744 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 32093 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 70969 members 
Mstep: Class 18 contains 139616 members 
Mstep: Class 19 contains 108084 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 22774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61403520.000000 Penalty: 38346.355469
Iteration 6F: 19 clusters Score -6.140352e+07 nChanged 52735
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9949 members 
Mstep: Class 3 contains 24002 members 
Mstep: Class 4 contains 34559 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 16449 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 34354 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 75884 members 
Mstep: Class 18 contains 131597 members 
Mstep: Class 19 contains 107163 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 24932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61439628.000000 Penalty: 38346.355469
Iteration 7F: 19 clusters Score -6.143963e+07 nChanged 46632
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8836 members 
Mstep: Class 3 contains 26261 members 
Mstep: Class 4 contains 36291 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 311 members 
Mstep: Class 11 contains 36070 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 80745 members 
Mstep: Class 18 contains 127623 members 
Mstep: Class 19 contains 102706 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 27307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61468692.000000 Penalty: 38346.355469
Iteration 8F: 19 clusters Score -6.146869e+07 nChanged 41410
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7601 members 
Mstep: Class 3 contains 28264 members 
Mstep: Class 4 contains 38116 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 17055 members 
Mstep: Class 7 contains 204 members 
Mstep: Class 8 contains 5936 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 282 members 
Mstep: Class 11 contains 37472 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 84292 members 
Mstep: Class 18 contains 125311 members 
Mstep: Class 19 contains 98056 members 
Mstep: Class 20 contains 248 members 
Mstep: Class 21 contains 29864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61490324.000000 Penalty: 38346.355469
Iteration 9F: 19 clusters Score -6.149032e+07 nChanged 35980
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 30268 members 
Mstep: Class 4 contains 40150 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 16863 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 38578 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 15 contains 918 members 
Mstep: Class 16 contains 87225 members 
Mstep: Class 18 contains 123060 members 
Mstep: Class 19 contains 92985 members 
Mstep: Class 20 contains 256 members 
Mstep: Class 21 contains 32882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61508352.000000 Penalty: 38346.355469
Iteration 10F: 19 clusters Score -6.150835e+07 nChanged 30727
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 42735 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 16543 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 39496 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 89187 members 
Mstep: Class 18 contains 120550 members 
Mstep: Class 19 contains 87807 members 
Mstep: Class 20 contains 263 members 
Mstep: Class 21 contains 36155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61522216.000000 Penalty: 38346.355469
Iteration 11F: 19 clusters Score -6.152222e+07 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 34063 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 13 contains 6893 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 89578 members 
Mstep: Class 18 contains 117979 members 
Mstep: Class 19 contains 82945 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 39460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61532928.000000 Penalty: 38346.355469
Iteration 12F: 19 clusters Score -6.153293e+07 nChanged 22774
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 35793 members 
Mstep: Class 4 contains 50076 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 15947 members 
Mstep: Class 7 contains 189 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 41097 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 88592 members 
Mstep: Class 18 contains 115309 members 
Mstep: Class 19 contains 78182 members 
Mstep: Class 20 contains 268 members 
Mstep: Class 21 contains 42782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61542516.000000 Penalty: 38346.355469
Iteration 13Q: 19 clusters Score -6.154252e+07 nChanged 20775
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 37505 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 15716 members 
Mstep: Class 7 contains 184 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 41645 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 16 contains 86461 members 
Mstep: Class 18 contains 112628 members 
Mstep: Class 19 contains 73665 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 46060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61552284.000000 Penalty: 38346.355469
Iteration 14Q: 19 clusters Score -6.155228e+07 nChanged 19145
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 39088 members 
Mstep: Class 4 contains 60213 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 15590 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 42024 members 
Mstep: Class 13 contains 7098 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 83419 members 
Mstep: Class 18 contains 110035 members 
Mstep: Class 19 contains 69699 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 49047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61560728.000000 Penalty: 38346.355469
Iteration 15Q: 19 clusters Score -6.156073e+07 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 40538 members 
Mstep: Class 4 contains 65892 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 15645 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 13 contains 7204 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 79309 members 
Mstep: Class 18 contains 107828 members 
Mstep: Class 19 contains 66244 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 51748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61567724.000000 Penalty: 38346.355469
Iteration 16Q: 19 clusters Score -6.156772e+07 nChanged 18058
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 41862 members 
Mstep: Class 4 contains 72073 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 16047 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 221 members 
Mstep: Class 11 contains 42257 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 74596 members 
Mstep: Class 18 contains 105525 members 
Mstep: Class 19 contains 63187 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 54078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2098.075928 but Gain 2130.351562
Score: -61573256.000000 Penalty: 36216.003906
Iteration 17Q: 18 clusters Score -6.157326e+07 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 43407 members 
Mstep: Class 4 contains 78846 members 
Mstep: Class 6 contains 16812 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 69898 members 
Mstep: Class 18 contains 103628 members 
Mstep: Class 19 contains 60436 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 56045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61580608.000000 Penalty: 36216.003906
Iteration 18Q: 18 clusters Score -6.158061e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 44773 members 
Mstep: Class 4 contains 85209 members 
Mstep: Class 6 contains 17491 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 41986 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 65326 members 
Mstep: Class 18 contains 101084 members 
Mstep: Class 19 contains 57567 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 57694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585348.000000 Penalty: 36216.003906
Iteration 19Q: 18 clusters Score -6.158535e+07 nChanged 15365
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 4 contains 91317 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 41736 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 61476 members 
Mstep: Class 18 contains 98128 members 
Mstep: Class 19 contains 54971 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 59121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588988.000000 Penalty: 36216.003906
Iteration 20F: 18 clusters Score -6.158899e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 47304 members 
Mstep: Class 4 contains 97103 members 
Mstep: Class 6 contains 18926 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 220 members 
Mstep: Class 11 contains 41424 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 58488 members 
Mstep: Class 18 contains 94909 members 
Mstep: Class 19 contains 52489 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 60282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61591696.000000 Penalty: 36216.003906
Iteration 21Q: 18 clusters Score -6.15917e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 48393 members 
Mstep: Class 4 contains 102241 members 
Mstep: Class 6 contains 19680 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 41076 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 56368 members 
Mstep: Class 18 contains 91715 members 
Mstep: Class 19 contains 50049 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 61320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61594644.000000 Penalty: 36216.003906
Iteration 22Q: 18 clusters Score -6.159464e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 49409 members 
Mstep: Class 4 contains 106574 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 215 members 
Mstep: Class 11 contains 40738 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 55083 members 
Mstep: Class 18 contains 88723 members 
Mstep: Class 19 contains 47615 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 62265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61597264.000000 Penalty: 36216.003906
Iteration 23Q: 18 clusters Score -6.159726e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 50213 members 
Mstep: Class 4 contains 110978 members 
Mstep: Class 6 contains 20925 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 213 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 13 contains 9547 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 18 contains 85625 members 
Mstep: Class 19 contains 44897 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 63133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61599660.000000 Penalty: 36216.003906
Iteration 24Q: 18 clusters Score -6.159966e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 50731 members 
Mstep: Class 4 contains 115828 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 212 members 
Mstep: Class 11 contains 39897 members 
Mstep: Class 13 contains 9923 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 54507 members 
Mstep: Class 18 contains 82286 members 
Mstep: Class 19 contains 41795 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 63845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61598732.000000 Penalty: 36216.003906
Iteration 25Q: 18 clusters Score -6.159873e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 51297 members 
Mstep: Class 4 contains 119554 members 
Mstep: Class 6 contains 22151 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 212 members 
Mstep: Class 11 contains 39564 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 54968 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 38713 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 64560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61595852.000000 Penalty: 36216.003906
Iteration 26Q: 18 clusters Score -6.159585e+07 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 52105 members 
Mstep: Class 4 contains 121022 members 
Mstep: Class 6 contains 22880 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 212 members 
Mstep: Class 11 contains 39390 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 55720 members 
Mstep: Class 18 contains 77378 members 
Mstep: Class 19 contains 35931 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 65396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61594032.000000 Penalty: 36216.003906
Iteration 27Q: 18 clusters Score -6.159403e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5292 members 
Mstep: Class 3 contains 53204 members 
Mstep: Class 4 contains 120905 members 
Mstep: Class 6 contains 23540 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 212 members 
Mstep: Class 11 contains 39303 members 
Mstep: Class 13 contains 11374 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 56580 members 
Mstep: Class 18 contains 76217 members 
Mstep: Class 19 contains 33405 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 66234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61594236.000000 Penalty: 36216.003906
Iteration 28Q: 18 clusters Score -6.159424e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5288 members 
Mstep: Class 3 contains 54478 members 
Mstep: Class 4 contains 120194 members 
Mstep: Class 6 contains 24120 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 39229 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 57496 members 
Mstep: Class 18 contains 75307 members 
Mstep: Class 19 contains 31085 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 66958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61595396.000000 Penalty: 36216.003906
Iteration 29Q: 18 clusters Score -6.15954e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 55695 members 
Mstep: Class 4 contains 119425 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 39102 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 58472 members 
Mstep: Class 18 contains 74509 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 67596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61596616.000000 Penalty: 36216.003906
Iteration 30Q: 18 clusters Score -6.159662e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 56842 members 
Mstep: Class 4 contains 118763 members 
Mstep: Class 6 contains 25119 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 39024 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 59391 members 
Mstep: Class 18 contains 73776 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 68091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61597776.000000 Penalty: 36216.003906
Iteration 31Q: 18 clusters Score -6.159778e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5271 members 
Mstep: Class 3 contains 57902 members 
Mstep: Class 4 contains 118190 members 
Mstep: Class 6 contains 25577 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38936 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 60332 members 
Mstep: Class 18 contains 73060 members 
Mstep: Class 19 contains 24419 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 68489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61599040.000000 Penalty: 36216.003906
Iteration 32Q: 18 clusters Score -6.159904e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5256 members 
Mstep: Class 3 contains 58837 members 
Mstep: Class 4 contains 117674 members 
Mstep: Class 6 contains 25994 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38852 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 61229 members 
Mstep: Class 18 contains 72379 members 
Mstep: Class 19 contains 22400 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 68833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61600028.000000 Penalty: 36216.003906
Iteration 33Q: 18 clusters Score -6.160003e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 59675 members 
Mstep: Class 4 contains 117270 members 
Mstep: Class 6 contains 26379 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38788 members 
Mstep: Class 13 contains 15734 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 62072 members 
Mstep: Class 18 contains 71724 members 
Mstep: Class 19 contains 20416 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601252.000000 Penalty: 36216.003906
Iteration 34Q: 18 clusters Score -6.160125e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 60406 members 
Mstep: Class 4 contains 116979 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38719 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 62870 members 
Mstep: Class 18 contains 71053 members 
Mstep: Class 19 contains 18593 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602152.000000 Penalty: 36216.003906
Iteration 35Q: 18 clusters Score -6.160215e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 61060 members 
Mstep: Class 4 contains 116745 members 
Mstep: Class 6 contains 27157 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 575 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38641 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 63613 members 
Mstep: Class 18 contains 70273 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61603544.000000 Penalty: 36216.003906
Iteration 36Q: 18 clusters Score -6.160354e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 61667 members 
Mstep: Class 4 contains 116583 members 
Mstep: Class 6 contains 27600 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 64334 members 
Mstep: Class 18 contains 69425 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61604208.000000 Penalty: 36216.003906
Iteration 37Q: 18 clusters Score -6.160421e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 62271 members 
Mstep: Class 4 contains 116386 members 
Mstep: Class 6 contains 28084 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 541 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38518 members 
Mstep: Class 13 contains 18537 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 65017 members 
Mstep: Class 18 contains 68504 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61605100.000000 Penalty: 36216.003906
Iteration 38Q: 18 clusters Score -6.16051e+07 nChanged 3663
Entering ConstructFrom: 
Score: -61605100.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -553877.375000 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -553877.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -550130.250000 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -550130.2 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -551306.625000 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -551306.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -551596.875000 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -551596.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -551855.187500 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -551855.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -552117.250000 Penalty: 2750.046143
	Iteration 4F: 3 clusters Score -552117.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -552318.687500 Penalty: 2750.046143
	Iteration 5F: 3 clusters Score -552318.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -552468.687500 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -552468.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -552591.375000 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -552591.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -552653.187500 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -552653.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -552709.750000 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -552709.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -552767.812500 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -552767.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -552819.937500 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -552819.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -552861.375000 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -552861.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -552892.000000 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -552892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -552925.125000 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -552925.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -552953.250000 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -552953.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -552970.687500 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -552970.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -552987.437500 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -552987.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -553002.625000 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -553002.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -553013.937500 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -553013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -553018.000000 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -553018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -553022.000000 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -553022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -553027.375000 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -553027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -553031.625000 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -553031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -553034.312500 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -553034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -553036.000000 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -553036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -553036.062500 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -553036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -553036.812500 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -553036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -553037.687500 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -553037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -553037.687500 Penalty: 2750.046143
	Iteration 29F: 3 clusters Score -553037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -646228.875000 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -646228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -642156.437500 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -642156.4 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -643377.812500 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -643377.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -643630.500000 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -643630.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -643856.312500 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -643856.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -644073.812500 Penalty: 2776.239746
	Iteration 4F: 3 clusters Score -644073.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -644238.312500 Penalty: 2776.239746
	Iteration 5F: 3 clusters Score -644238.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -644382.000000 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -644382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -644507.125000 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -644507.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -644601.437500 Penalty: 2776.239746
	Iteration 8Q: 3 clusters Score -644601.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -644676.625000 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -644676.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -644736.187500 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -644736.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -644785.062500 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -644785.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -644806.437500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -644806.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -644829.437500 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -644829.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -644847.687500 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -644847.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -644863.750000 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -644863.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -644873.187500 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -644873.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -644880.375000 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -644880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -644886.062500 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -644886.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -644893.187500 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -644893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -644894.812500 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -644894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -644898.812500 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -644898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -644900.937500 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -644900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -644904.187500 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -644904.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -644909.000000 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -644909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -644913.562500 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -644913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -644917.687500 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -644917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -644919.312500 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -644919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -644921.062500 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -644921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -644921.375000 Penalty: 2776.239746
	Iteration 29Q: 3 clusters Score -644921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -644923.500000 Penalty: 2776.239746
	Iteration 30Q: 3 clusters Score -644923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -644923.312500 Penalty: 2776.239746
	Iteration 31Q: 3 clusters Score -644923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -644924.125000 Penalty: 2776.239746
	Iteration 32Q: 3 clusters Score -644924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -644923.500000 Penalty: 2776.239746
	Iteration 33Q: 3 clusters Score -644923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -644925.562500 Penalty: 2776.239746
	Iteration 34Q: 3 clusters Score -644925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -644924.625000 Penalty: 2776.239746
	Iteration 35Q: 3 clusters Score -644924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -644924.937500 Penalty: 2776.239746
	Iteration 36Q: 3 clusters Score -644924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -644924.937500 Penalty: 2776.239746
	Iteration 37F: 3 clusters Score -644924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Entering Unmasked Estep 
Score: -8044939.500000 Penalty: 1795.234863
	Iteration 0F: 2 clusters Score -8044940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -8003254.000000 Penalty: 3590.469727
	Iteration 0F: 3 clusters Score -8003254 nChanged 29662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -8020211.000000 Penalty: 3590.469727
	Iteration 1F: 3 clusters Score -8020211 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -8020749.500000 Penalty: 3590.469727
	Iteration 2Q: 3 clusters Score -8020750 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8021392.500000 Penalty: 3590.469727
	Iteration 3Q: 3 clusters Score -8021392 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -8022350.000000 Penalty: 3590.469727
	Iteration 4Q: 3 clusters Score -8022350 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -8023808.500000 Penalty: 3590.469727
	Iteration 5Q: 3 clusters Score -8023808 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8026059.500000 Penalty: 3590.469727
	Iteration 6Q: 3 clusters Score -8026060 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -8028909.500000 Penalty: 3590.469727
	Iteration 7F: 3 clusters Score -8028910 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8031680.000000 Penalty: 3590.469727
	Iteration 8F: 3 clusters Score -8031680 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8034143.500000 Penalty: 3590.469727
	Iteration 9F: 3 clusters Score -8034144 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8036015.000000 Penalty: 3590.469727
	Iteration 10F: 3 clusters Score -8036015 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8037231.000000 Penalty: 3590.469727
	Iteration 11Q: 3 clusters Score -8037231 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8037982.500000 Penalty: 3590.469727
	Iteration 12Q: 3 clusters Score -8037982 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8038311.000000 Penalty: 3590.469727
	Iteration 13Q: 3 clusters Score -8038311 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -8038497.500000 Penalty: 3590.469727
	Iteration 14Q: 3 clusters Score -8038498 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8038577.000000 Penalty: 3590.469727
	Iteration 15Q: 3 clusters Score -8038577 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -8038651.500000 Penalty: 3590.469727
	Iteration 16Q: 3 clusters Score -8038652 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -8038703.000000 Penalty: 3590.469727
	Iteration 17Q: 3 clusters Score -8038703 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8038762.500000 Penalty: 3590.469727
	Iteration 18Q: 3 clusters Score -8038762 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8038802.000000 Penalty: 3590.469727
	Iteration 19Q: 3 clusters Score -8038802 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8038844.000000 Penalty: 3590.469727
	Iteration 20F: 3 clusters Score -8038844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -8038872.500000 Penalty: 3590.469727
	Iteration 21Q: 3 clusters Score -8038872 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -8038940.500000 Penalty: 3590.469727
	Iteration 22Q: 3 clusters Score -8038940 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -8038959.500000 Penalty: 3590.469727
	Iteration 23Q: 3 clusters Score -8038960 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8039001.500000 Penalty: 3590.469727
	Iteration 24Q: 3 clusters Score -8039002 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -8039017.000000 Penalty: 3590.469727
	Iteration 25Q: 3 clusters Score -8039017 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8039014.000000 Penalty: 3590.469727
	Iteration 26Q: 3 clusters Score -8039014 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -8039057.000000 Penalty: 3590.469727
	Iteration 27Q: 3 clusters Score -8039057 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -8039081.500000 Penalty: 3590.469727
	Iteration 28Q: 3 clusters Score -8039082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8039088.000000 Penalty: 3590.469727
	Iteration 29Q: 3 clusters Score -8039088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8039123.000000 Penalty: 3590.469727
	Iteration 30Q: 3 clusters Score -8039123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -8039144.500000 Penalty: 3590.469727
	Iteration 31Q: 3 clusters Score -8039144 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8039174.500000 Penalty: 3590.469727
	Iteration 32Q: 3 clusters Score -8039174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -8039188.000000 Penalty: 3590.469727
	Iteration 33Q: 3 clusters Score -8039188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -8039214.000000 Penalty: 3590.469727
	Iteration 34Q: 3 clusters Score -8039214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8039218.000000 Penalty: 3590.469727
	Iteration 35Q: 3 clusters Score -8039218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8039227.000000 Penalty: 3590.469727
	Iteration 36Q: 3 clusters Score -8039227 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -8039225.000000 Penalty: 3590.469727
	Iteration 37Q: 3 clusters Score -8039225 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8039223.000000 Penalty: 3590.469727
	Iteration 38Q: 3 clusters Score -8039223 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8039228.500000 Penalty: 3590.469727
	Iteration 39Q: 3 clusters Score -8039228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -8039241.000000 Penalty: 3590.469727
	Iteration 40F: 3 clusters Score -8039241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8039251 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8039278 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8039282 nChanged 145
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Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8039286 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8039329 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8039328 nChanged 131
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Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8039332 nChanged 124
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Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8039354 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8039357 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8039371 nChanged 106
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Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8039369 nChanged 106
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Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8039384 nChanged 107
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Mstep: Class 1 contains 38409 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8039388 nChanged 118
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Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8039398 nChanged 113
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Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8039400 nChanged 113
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Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8039414 nChanged 115
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Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -8039423.500000 Penalty: 3590.469727
	Iteration 57Q: 3 clusters Score -8039424 nChanged 144
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Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8039431.000000 Penalty: 3590.469727
	Iteration 58Q: 3 clusters Score -8039431 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8039432 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8039418.000000 Penalty: 3590.469727
	Iteration 60F: 3 clusters Score -8039418 nChanged 78
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Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8039426.500000 Penalty: 3590.469727
	Iteration 61Q: 3 clusters Score -8039426 nChanged 78
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Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8039441.500000 Penalty: 3590.469727
	Iteration 62Q: 3 clusters Score -8039442 nChanged 68
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Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8039432 nChanged 75
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Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8039442 nChanged 67
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8039442 nChanged 83
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Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8039446 nChanged 81
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Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8039464 nChanged 58
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Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8039470 nChanged 55
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Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8039469 nChanged 66
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Mstep: Class 1 contains 39411 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8039472 nChanged 58
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Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8039470 nChanged 64
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Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8039470 nChanged 74
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Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8039471 nChanged 89
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Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8039468 nChanged 70
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Mstep: Class 1 contains 39514 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8039486 nChanged 58
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Mstep: Class 1 contains 39532 members 
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	Iteration 76Q: 3 clusters Score -8039506 nChanged 68
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	Iteration 77Q: 3 clusters Score -8039498 nChanged 74
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8039502 nChanged 75
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Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8039495 nChanged 85
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Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8039490 nChanged 65
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Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8039508 nChanged 78
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Mstep: Class 1 contains 39731 members 
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	Iteration 82Q: 3 clusters Score -8039506 nChanged 80
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Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 23018 members 
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	Iteration 83Q: 3 clusters Score -8039497 nChanged 81
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Mstep: Class 1 contains 39830 members 
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	Iteration 84Q: 3 clusters Score -8039512 nChanged 78
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Mstep: Class 1 contains 39880 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8039528 nChanged 90
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Mstep: Class 1 contains 39942 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8039540 nChanged 87
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Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8039546 nChanged 80
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Mstep: Class 1 contains 40017 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8039560 nChanged 73
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Mstep: Class 1 contains 40068 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8039552 nChanged 61
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Mstep: Class 1 contains 40101 members 
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	Iteration 90Q: 3 clusters Score -8039558 nChanged 42
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Mstep: Class 1 contains 40129 members 
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	Iteration 91Q: 3 clusters Score -8039562 nChanged 59
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Mstep: Class 1 contains 40172 members 
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	Iteration 92Q: 3 clusters Score -8039563 nChanged 71
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	Iteration 93Q: 3 clusters Score -8039546 nChanged 59
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Mstep: Class 1 contains 40268 members 
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	Iteration 94Q: 3 clusters Score -8039551 nChanged 61
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Mstep: Class 1 contains 40305 members 
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	Iteration 95Q: 3 clusters Score -8039554 nChanged 53
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Mstep: Class 1 contains 40344 members 
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	Iteration 96Q: 3 clusters Score -8039564 nChanged 60
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8039560 nChanged 57
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Mstep: Class 1 contains 40433 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8039566 nChanged 60
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Mstep: Class 1 contains 40483 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8039570 nChanged 65
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Mstep: Class 1 contains 40536 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8039572 nChanged 75
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Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 22196 members 
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	Iteration 101Q: 3 clusters Score -8039572 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40658 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8039556 nChanged 87
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Mstep: Class 1 contains 40725 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8039562 nChanged 91
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Mstep: Class 1 contains 40792 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8039556 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40859 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8039558 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40939 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8039551 nChanged 90
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Mstep: Class 1 contains 41027 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8039562 nChanged 98
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	Iteration 108Q: 3 clusters Score -8039564 nChanged 91
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	Iteration 109Q: 3 clusters Score -8039574 nChanged 86
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	Iteration 110Q: 3 clusters Score -8039576 nChanged 87
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Mstep: Class 1 contains 41377 members 
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	Iteration 111Q: 3 clusters Score -8039580 nChanged 100
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Mstep: Class 1 contains 41475 members 
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	Iteration 112Q: 3 clusters Score -8039598 nChanged 91
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	Iteration 113Q: 3 clusters Score -8039600 nChanged 84
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	Iteration 114Q: 3 clusters Score -8039600 nChanged 86
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	Iteration 115Q: 3 clusters Score -8039594 nChanged 83
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	Iteration 116Q: 3 clusters Score -8039606 nChanged 95
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	Iteration 117Q: 3 clusters Score -8039634 nChanged 116
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	Iteration 118Q: 3 clusters Score -8039651 nChanged 102
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	Iteration 119Q: 3 clusters Score -8039648 nChanged 101
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	Iteration 120F: 3 clusters Score -8039664 nChanged 101
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	Iteration 121Q: 3 clusters Score -8039658 nChanged 109
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	Iteration 122Q: 3 clusters Score -8039652 nChanged 106
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	Iteration 123Q: 3 clusters Score -8039660 nChanged 106
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	Iteration 124Q: 3 clusters Score -8039667 nChanged 111
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	Iteration 125Q: 3 clusters Score -8039660 nChanged 122
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	Iteration 126Q: 3 clusters Score -8039698 nChanged 128
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8039723 nChanged 116
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Mstep: Class 1 contains 43040 members 
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	Iteration 128Q: 3 clusters Score -8039732 nChanged 113
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	Iteration 129Q: 3 clusters Score -8039718 nChanged 112
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	Iteration 130Q: 3 clusters Score -8039726 nChanged 135
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	Iteration 131Q: 3 clusters Score -8039719 nChanged 133
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	Iteration 132Q: 3 clusters Score -8039749 nChanged 126
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Score: -8039756.000000 Penalty: 3590.469727
	Iteration 133Q: 3 clusters Score -8039756 nChanged 116
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Mstep: Class 2 contains 18827 members 
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	Iteration 138Q: 3 clusters Score -8039766 nChanged 108
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	Iteration 139Q: 3 clusters Score -8039760 nChanged 101
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	Iteration 140F: 3 clusters Score -8039769 nChanged 95
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	Iteration 143Q: 3 clusters Score -8039793 nChanged 57
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	Iteration 146Q: 3 clusters Score -8039813 nChanged 53
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Mstep: Class 2 contains 17840 members 
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	Iteration 180F: 3 clusters Score -8040858 nChanged 415
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	Iteration 197Q: 3 clusters Score -8042718 nChanged 319
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	Iteration 199Q: 3 clusters Score -8042922 nChanged 240
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	Iteration 200F: 3 clusters Score -8043007 nChanged 209
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	Iteration 202Q: 3 clusters Score -8043112 nChanged 157
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	Iteration 203Q: 3 clusters Score -8043160 nChanged 139
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	Iteration 204Q: 3 clusters Score -8043188 nChanged 108
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	Iteration 205Q: 3 clusters Score -8043230 nChanged 111
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	Iteration 206Q: 3 clusters Score -8043262 nChanged 84
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	Iteration 208Q: 3 clusters Score -8043326 nChanged 89
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	Iteration 209Q: 3 clusters Score -8043344 nChanged 62
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	Iteration 210Q: 3 clusters Score -8043364 nChanged 52
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	Iteration 211Q: 3 clusters Score -8043365 nChanged 48
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	Iteration 212Q: 3 clusters Score -8043376 nChanged 48
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	Iteration 213Q: 3 clusters Score -8043388 nChanged 61
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	Iteration 214Q: 3 clusters Score -8043420 nChanged 53
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	Iteration 215Q: 3 clusters Score -8043429 nChanged 41
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	Iteration 216Q: 3 clusters Score -8043439 nChanged 41
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	Iteration 217Q: 3 clusters Score -8043454 nChanged 35
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	Iteration 218Q: 3 clusters Score -8043455 nChanged 31
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	Iteration 219Q: 3 clusters Score -8043466 nChanged 19
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	Iteration 220F: 3 clusters Score -8043479 nChanged 20
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	Iteration 222Q: 3 clusters Score -8043492 nChanged 12
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	Iteration 223Q: 3 clusters Score -8043494 nChanged 10
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	Iteration 224Q: 3 clusters Score -8043496 nChanged 7
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	Iteration 225Q: 3 clusters Score -8043488 nChanged 4
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	Iteration 226Q: 3 clusters Score -8043488 nChanged 4
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	Iteration 227Q: 3 clusters Score -8043501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8043504.000000 Penalty: 3590.469727
	Iteration 228Q: 3 clusters Score -8043504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8043500.000000 Penalty: 3590.469727
	Iteration 229Q: 3 clusters Score -8043500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8043502.000000 Penalty: 3590.469727
	Iteration 230Q: 3 clusters Score -8043502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8043501.500000 Penalty: 3590.469727
	Iteration 231Q: 3 clusters Score -8043502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8043501.500000 Penalty: 3590.469727
	Iteration 232Q: 3 clusters Score -8043502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8043500.500000 Penalty: 3590.469727
	Iteration 233Q: 3 clusters Score -8043500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8043497.500000 Penalty: 3590.469727
	Iteration 234Q: 3 clusters Score -8043498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8043496.500000 Penalty: 3590.469727
	Iteration 235Q: 3 clusters Score -8043496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8043496.500000 Penalty: 3590.469727
	Iteration 236F: 3 clusters Score -8043496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Entering Unmasked Estep 
Score: -14805583.000000 Penalty: 1895.398071
	Iteration 0F: 2 clusters Score -1.480558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -14740645.000000 Penalty: 3790.796143
	Iteration 0F: 3 clusters Score -1.474064e+07 nChanged 56105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -14773600.000000 Penalty: 3790.796143
	Iteration 1F: 3 clusters Score -1.47736e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -14774844.000000 Penalty: 3790.796143
	Iteration 2Q: 3 clusters Score -1.477484e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -14776620.000000 Penalty: 3790.796143
	Iteration 3Q: 3 clusters Score -1.477662e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -14779320.000000 Penalty: 3790.796143
	Iteration 4F: 3 clusters Score -1.477932e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -14783092.000000 Penalty: 3790.796143
	Iteration 5F: 3 clusters Score -1.478309e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -14787928.000000 Penalty: 3790.796143
	Iteration 6F: 3 clusters Score -1.478793e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -14793369.000000 Penalty: 3790.796143
	Iteration 7F: 3 clusters Score -1.479337e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -14797809.000000 Penalty: 3790.796143
	Iteration 8F: 3 clusters Score -1.479781e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -14800809.000000 Penalty: 3790.796143
	Iteration 9Q: 3 clusters Score -1.480081e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -14802436.000000 Penalty: 3790.796143
	Iteration 10Q: 3 clusters Score -1.480244e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -14803031.000000 Penalty: 3790.796143
	Iteration 11Q: 3 clusters Score -1.480303e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -14803370.000000 Penalty: 3790.796143
	Iteration 12Q: 3 clusters Score -1.480337e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -14803552.000000 Penalty: 3790.796143
	Iteration 13Q: 3 clusters Score -1.480355e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -14803773.000000 Penalty: 3790.796143
	Iteration 14Q: 3 clusters Score -1.480377e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -14804012.000000 Penalty: 3790.796143
	Iteration 15Q: 3 clusters Score -1.480401e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102436 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -14804247.000000 Penalty: 3790.796143
	Iteration 16Q: 3 clusters Score -1.480425e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -14804474.000000 Penalty: 3790.796143
	Iteration 17Q: 3 clusters Score -1.480447e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -14804658.000000 Penalty: 3790.796143
	Iteration 18Q: 3 clusters Score -1.480466e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -14804840.000000 Penalty: 3790.796143
	Iteration 19Q: 3 clusters Score -1.480484e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -14805369.000000 Penalty: 3790.796143
	Iteration 20F: 3 clusters Score -1.480537e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -14805811.000000 Penalty: 3790.796143
	Iteration 21Q: 3 clusters Score -1.480581e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -14806279.000000 Penalty: 3790.796143
	Iteration 22Q: 3 clusters Score -1.480628e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -14806747.000000 Penalty: 3790.796143
	Iteration 23Q: 3 clusters Score -1.480675e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -14807126.000000 Penalty: 3790.796143
	Iteration 24Q: 3 clusters Score -1.480713e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -14807344.000000 Penalty: 3790.796143
	Iteration 25Q: 3 clusters Score -1.480734e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -14807444.000000 Penalty: 3790.796143
	Iteration 26Q: 3 clusters Score -1.480744e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -14807411.000000 Penalty: 3790.796143
	Iteration 27Q: 3 clusters Score -1.480741e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -14807300.000000 Penalty: 3790.796143
	Iteration 28Q: 3 clusters Score -1.48073e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111782 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -14807111.000000 Penalty: 3790.796143
	Iteration 29Q: 3 clusters Score -1.480711e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -14806908.000000 Penalty: 3790.796143
	Iteration 30Q: 3 clusters Score -1.480691e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -14806686.000000 Penalty: 3790.796143
	Iteration 31Q: 3 clusters Score -1.480669e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14806418.000000 Penalty: 3790.796143
	Iteration 32Q: 3 clusters Score -1.480642e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -14806141.000000 Penalty: 3790.796143
	Iteration 33Q: 3 clusters Score -1.480614e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14805925.000000 Penalty: 3790.796143
	Iteration 34Q: 3 clusters Score -1.480592e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14805643.000000 Penalty: 3790.796143
	Iteration 35Q: 3 clusters Score -1.480564e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14805538.000000 Penalty: 3790.796143
	Iteration 36Q: 3 clusters Score -1.480554e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14805453.000000 Penalty: 3790.796143
	Iteration 37Q: 3 clusters Score -1.480545e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14805337.000000 Penalty: 3790.796143
	Iteration 38Q: 3 clusters Score -1.480534e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14805224.000000 Penalty: 3790.796143
	Iteration 39Q: 3 clusters Score -1.480522e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14805136.000000 Penalty: 3790.796143
	Iteration 40F: 3 clusters Score -1.480514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14805070.000000 Penalty: 3790.796143
	Iteration 41Q: 3 clusters Score -1.480507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14805039.000000 Penalty: 3790.796143
	Iteration 42Q: 3 clusters Score -1.480504e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14805004.000000 Penalty: 3790.796143
	Iteration 43Q: 3 clusters Score -1.4805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14804987.000000 Penalty: 3790.796143
	Iteration 44Q: 3 clusters Score -1.480499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14804950.000000 Penalty: 3790.796143
	Iteration 45Q: 3 clusters Score -1.480495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14804953.000000 Penalty: 3790.796143
	Iteration 46Q: 3 clusters Score -1.480495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14804942.000000 Penalty: 3790.796143
	Iteration 47Q: 3 clusters Score -1.480494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14804927.000000 Penalty: 3790.796143
	Iteration 48Q: 3 clusters Score -1.480493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115752 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14804887.000000 Penalty: 3790.796143
	Iteration 49Q: 3 clusters Score -1.480489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14804885.000000 Penalty: 3790.796143
	Iteration 50Q: 3 clusters Score -1.480488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115771 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14804881.000000 Penalty: 3790.796143
	Iteration 51Q: 3 clusters Score -1.480488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14804878.000000 Penalty: 3790.796143
	Iteration 52Q: 3 clusters Score -1.480488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14804854.000000 Penalty: 3790.796143
	Iteration 53Q: 3 clusters Score -1.480485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14804862.000000 Penalty: 3790.796143
	Iteration 54Q: 3 clusters Score -1.480486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14804860.000000 Penalty: 3790.796143
	Iteration 55Q: 3 clusters Score -1.480486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115805 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14804861.000000 Penalty: 3790.796143
	Iteration 56Q: 3 clusters Score -1.480486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14804845.000000 Penalty: 3790.796143
	Iteration 57Q: 3 clusters Score -1.480484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14804850.000000 Penalty: 3790.796143
	Iteration 58Q: 3 clusters Score -1.480485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115813 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14804846.000000 Penalty: 3790.796143
	Iteration 59Q: 3 clusters Score -1.480485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14804842.000000 Penalty: 3790.796143
	Iteration 60F: 3 clusters Score -1.480484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Entering Unmasked Estep 
Score: -3656170.250000 Penalty: 1667.285400
	Iteration 0F: 2 clusters Score -3656170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3636853.000000 Penalty: 3334.570801
	Iteration 0F: 3 clusters Score -3636853 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3644218.750000 Penalty: 3334.570801
	Iteration 1F: 3 clusters Score -3644219 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3644820.500000 Penalty: 3334.570801
	Iteration 2F: 3 clusters Score -3644820 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3645628.500000 Penalty: 3334.570801
	Iteration 3F: 3 clusters Score -3645628 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3646836.500000 Penalty: 3334.570801
	Iteration 4F: 3 clusters Score -3646836 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3648392.000000 Penalty: 3334.570801
	Iteration 5F: 3 clusters Score -3648392 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3650124.500000 Penalty: 3334.570801
	Iteration 6F: 3 clusters Score -3650124 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3651738.500000 Penalty: 3334.570801
	Iteration 7F: 3 clusters Score -3651738 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3652863.250000 Penalty: 3334.570801
	Iteration 8Q: 3 clusters Score -3652863 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3653405.750000 Penalty: 3334.570801
	Iteration 9Q: 3 clusters Score -3653406 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3653708.500000 Penalty: 3334.570801
	Iteration 10Q: 3 clusters Score -3653708 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3653892.750000 Penalty: 3334.570801
	Iteration 11Q: 3 clusters Score -3653893 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3654018.250000 Penalty: 3334.570801
	Iteration 12Q: 3 clusters Score -3654018 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3654109.750000 Penalty: 3334.570801
	Iteration 13Q: 3 clusters Score -3654110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3654183.750000 Penalty: 3334.570801
	Iteration 14Q: 3 clusters Score -3654184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3654275.500000 Penalty: 3334.570801
	Iteration 15Q: 3 clusters Score -3654276 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3654336.500000 Penalty: 3334.570801
	Iteration 16Q: 3 clusters Score -3654336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3654407.000000 Penalty: 3334.570801
	Iteration 17Q: 3 clusters Score -3654407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3654473.500000 Penalty: 3334.570801
	Iteration 18Q: 3 clusters Score -3654474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3654523.250000 Penalty: 3334.570801
	Iteration 19Q: 3 clusters Score -3654523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3654570.750000 Penalty: 3334.570801
	Iteration 20F: 3 clusters Score -3654571 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3654613.750000 Penalty: 3334.570801
	Iteration 21Q: 3 clusters Score -3654614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3654643.250000 Penalty: 3334.570801
	Iteration 22Q: 3 clusters Score -3654643 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3654666.500000 Penalty: 3334.570801
	Iteration 23Q: 3 clusters Score -3654666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3654684.250000 Penalty: 3334.570801
	Iteration 24Q: 3 clusters Score -3654684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3654703.750000 Penalty: 3334.570801
	Iteration 25Q: 3 clusters Score -3654704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3654718.250000 Penalty: 3334.570801
	Iteration 26Q: 3 clusters Score -3654718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3654722.500000 Penalty: 3334.570801
	Iteration 27Q: 3 clusters Score -3654722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3654732.500000 Penalty: 3334.570801
	Iteration 28Q: 3 clusters Score -3654732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3654745.250000 Penalty: 3334.570801
	Iteration 29Q: 3 clusters Score -3654745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3654756.500000 Penalty: 3334.570801
	Iteration 30Q: 3 clusters Score -3654756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3654763.250000 Penalty: 3334.570801
	Iteration 31Q: 3 clusters Score -3654763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3654781.250000 Penalty: 3334.570801
	Iteration 32Q: 3 clusters Score -3654781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3654795.750000 Penalty: 3334.570801
	Iteration 33Q: 3 clusters Score -3654796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3654808.500000 Penalty: 3334.570801
	Iteration 34Q: 3 clusters Score -3654808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3654814.500000 Penalty: 3334.570801
	Iteration 35Q: 3 clusters Score -3654814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3654830.250000 Penalty: 3334.570801
	Iteration 36Q: 3 clusters Score -3654830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3654843.750000 Penalty: 3334.570801
	Iteration 37Q: 3 clusters Score -3654844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3654843.250000 Penalty: 3334.570801
	Iteration 38Q: 3 clusters Score -3654843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3654854.500000 Penalty: 3334.570801
	Iteration 39Q: 3 clusters Score -3654854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3654863.000000 Penalty: 3334.570801
	Iteration 40F: 3 clusters Score -3654863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3654869.250000 Penalty: 3334.570801
	Iteration 41Q: 3 clusters Score -3654869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3654868.000000 Penalty: 3334.570801
	Iteration 42Q: 3 clusters Score -3654868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3654881.000000 Penalty: 3334.570801
	Iteration 43Q: 3 clusters Score -3654881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3654893.250000 Penalty: 3334.570801
	Iteration 44Q: 3 clusters Score -3654893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3654895.500000 Penalty: 3334.570801
	Iteration 45Q: 3 clusters Score -3654896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3654904.250000 Penalty: 3334.570801
	Iteration 46Q: 3 clusters Score -3654904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3654917.000000 Penalty: 3334.570801
	Iteration 47Q: 3 clusters Score -3654917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3654918.000000 Penalty: 3334.570801
	Iteration 48Q: 3 clusters Score -3654918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3654925.500000 Penalty: 3334.570801
	Iteration 49Q: 3 clusters Score -3654926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3654932.750000 Penalty: 3334.570801
	Iteration 50Q: 3 clusters Score -3654933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3654939.500000 Penalty: 3334.570801
	Iteration 51Q: 3 clusters Score -3654940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3654938.500000 Penalty: 3334.570801
	Iteration 52Q: 3 clusters Score -3654938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3654947.250000 Penalty: 3334.570801
	Iteration 53Q: 3 clusters Score -3654947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3654953.000000 Penalty: 3334.570801
	Iteration 54Q: 3 clusters Score -3654953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3654964.750000 Penalty: 3334.570801
	Iteration 55Q: 3 clusters Score -3654965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3654967.000000 Penalty: 3334.570801
	Iteration 56Q: 3 clusters Score -3654967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3654970.000000 Penalty: 3334.570801
	Iteration 57Q: 3 clusters Score -3654970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3654964.750000 Penalty: 3334.570801
	Iteration 58Q: 3 clusters Score -3654965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3654965.750000 Penalty: 3334.570801
	Iteration 59Q: 3 clusters Score -3654966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3654970.000000 Penalty: 3334.570801
	Iteration 60F: 3 clusters Score -3654970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3654968.500000 Penalty: 3334.570801
	Iteration 61Q: 3 clusters Score -3654968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3654970.750000 Penalty: 3334.570801
	Iteration 62Q: 3 clusters Score -3654971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3654967.750000 Penalty: 3334.570801
	Iteration 63Q: 3 clusters Score -3654968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3654966.000000 Penalty: 3334.570801
	Iteration 64Q: 3 clusters Score -3654966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3654969.250000 Penalty: 3334.570801
	Iteration 65Q: 3 clusters Score -3654969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3654971.750000 Penalty: 3334.570801
	Iteration 66Q: 3 clusters Score -3654972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3654973.000000 Penalty: 3334.570801
	Iteration 67Q: 3 clusters Score -3654973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3654972.500000 Penalty: 3334.570801
	Iteration 68Q: 3 clusters Score -3654972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3654972.000000 Penalty: 3334.570801
	Iteration 69Q: 3 clusters Score -3654972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3654975.000000 Penalty: 3334.570801
	Iteration 70Q: 3 clusters Score -3654975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3654974.750000 Penalty: 3334.570801
	Iteration 71Q: 3 clusters Score -3654975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3654968.000000 Penalty: 3334.570801
	Iteration 72Q: 3 clusters Score -3654968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3654970.250000 Penalty: 3334.570801
	Iteration 73Q: 3 clusters Score -3654970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3654970.250000 Penalty: 3334.570801
	Iteration 74F: 3 clusters Score -3654970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -15581.279297 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -15581.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15102.555664 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -15102.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15250.785156 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -15250.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15339.821289 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -15339.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15377.182617 Penalty: 1676.692993
	Iteration 3F: 3 clusters Score -15377.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15396.761719 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -15396.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15414.274414 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -15414.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15414.274414 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -15414.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -68230.203125 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -68230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67138.265625 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -67138.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67326.015625 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -67326.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67357.789062 Penalty: 2048.945801
	Iteration 2Q: 3 clusters Score -67357.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67372.875000 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -67372.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67379.976562 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -67379.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67379.976562 Penalty: 2048.945801
	Iteration 5F: 3 clusters Score -67379.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -47032.214844 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -47032.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46183.914062 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -46183.91 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46416.667969 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -46416.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46553.121094 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -46553.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46664.964844 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -46664.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46756.527344 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -46756.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46797.484375 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -46797.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46886.707031 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -46886.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47042.949219 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -47042.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47127.222656 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -47127.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47222.023438 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -47222.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47286.808594 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -47286.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47301.996094 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -47302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47364.593750 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -47364.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47406.394531 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -47406.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47408.253906 Penalty: 2007.831909
	Iteration 14Q: 3 clusters Score -47408.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47409.671875 Penalty: 2007.831909
	Iteration 15Q: 3 clusters Score -47409.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47434.007812 Penalty: 2007.831909
	Iteration 16F: 3 clusters Score -47434.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47475.742188 Penalty: 2007.831909
	Iteration 17Q: 3 clusters Score -47475.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47475.742188 Penalty: 2007.831909
	Iteration 18F: 3 clusters Score -47475.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 62793 members 
Mstep: Class 4 contains 116307 members 
Mstep: Class 5 contains 377 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 105 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38455 members 
Mstep: Class 13 contains 19066 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 65671 members 
Mstep: Class 18 contains 67509 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69685 members 
Entering Unmasked Estep 
Score: -61604868.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61605100.000000 to -61604868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -17225.695312 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -17225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16646.466797 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -16646.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16920.453125 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -16920.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17011.011719 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -17011.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17119.775391 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -17119.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17143.917969 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -17143.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17167.652344 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -17167.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17173.091797 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -17173.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17173.091797 Penalty: 1739.353882
	Iteration 7F: 3 clusters Score -17173.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Entering Unmasked Estep 
Score: -4704410.500000 Penalty: 1715.552246
	Iteration 0F: 2 clusters Score -4704410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4678719.000000 Penalty: 3431.104492
	Iteration 0F: 3 clusters Score -4678719 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4688680.500000 Penalty: 3431.104492
	Iteration 1F: 3 clusters Score -4688680 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4689288.500000 Penalty: 3431.104492
	Iteration 2Q: 3 clusters Score -4689288 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4690002.500000 Penalty: 3431.104492
	Iteration 3Q: 3 clusters Score -4690002 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4690855.500000 Penalty: 3431.104492
	Iteration 4F: 3 clusters Score -4690856 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4692048.500000 Penalty: 3431.104492
	Iteration 5F: 3 clusters Score -4692048 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4693715.500000 Penalty: 3431.104492
	Iteration 6F: 3 clusters Score -4693716 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4695763.500000 Penalty: 3431.104492
	Iteration 7F: 3 clusters Score -4695764 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4697952.000000 Penalty: 3431.104492
	Iteration 8F: 3 clusters Score -4697952 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4699872.000000 Penalty: 3431.104492
	Iteration 9F: 3 clusters Score -4699872 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4701307.500000 Penalty: 3431.104492
	Iteration 10Q: 3 clusters Score -4701308 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4702094.500000 Penalty: 3431.104492
	Iteration 11Q: 3 clusters Score -4702094 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4702518.000000 Penalty: 3431.104492
	Iteration 12Q: 3 clusters Score -4702518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4702719.000000 Penalty: 3431.104492
	Iteration 13Q: 3 clusters Score -4702719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4702797.000000 Penalty: 3431.104492
	Iteration 14Q: 3 clusters Score -4702797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4702831.500000 Penalty: 3431.104492
	Iteration 15Q: 3 clusters Score -4702832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4702866.500000 Penalty: 3431.104492
	Iteration 16Q: 3 clusters Score -4702866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4702884.000000 Penalty: 3431.104492
	Iteration 17Q: 3 clusters Score -4702884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -4702898.000000 Penalty: 3431.104492
	Iteration 18Q: 3 clusters Score -4702898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4702919.500000 Penalty: 3431.104492
	Iteration 19Q: 3 clusters Score -4702920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4702928.000000 Penalty: 3431.104492
	Iteration 20F: 3 clusters Score -4702928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4702943.500000 Penalty: 3431.104492
	Iteration 21Q: 3 clusters Score -4702944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4702949.000000 Penalty: 3431.104492
	Iteration 22Q: 3 clusters Score -4702949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4702966.500000 Penalty: 3431.104492
	Iteration 23Q: 3 clusters Score -4702966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4702978.000000 Penalty: 3431.104492
	Iteration 24Q: 3 clusters Score -4702978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4702983.000000 Penalty: 3431.104492
	Iteration 25Q: 3 clusters Score -4702983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4702984.500000 Penalty: 3431.104492
	Iteration 26Q: 3 clusters Score -4702984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4702986.500000 Penalty: 3431.104492
	Iteration 27Q: 3 clusters Score -4702986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4702986.500000 Penalty: 3431.104492
	Iteration 28F: 3 clusters Score -4702986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2411443.000000 Penalty: 1601.545166
	Iteration 0F: 2 clusters Score -2411443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2398431.250000 Penalty: 3203.090332
	Iteration 0F: 3 clusters Score -2398431 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2403018.250000 Penalty: 3203.090332
	Iteration 1F: 3 clusters Score -2403018 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2403322.500000 Penalty: 3203.090332
	Iteration 2Q: 3 clusters Score -2403322 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2403596.250000 Penalty: 3203.090332
	Iteration 3Q: 3 clusters Score -2403596 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2403845.000000 Penalty: 3203.090332
	Iteration 4Q: 3 clusters Score -2403845 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2404177.000000 Penalty: 3203.090332
	Iteration 5Q: 3 clusters Score -2404177 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2404643.000000 Penalty: 3203.090332
	Iteration 6Q: 3 clusters Score -2404643 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2405351.250000 Penalty: 3203.090332
	Iteration 7F: 3 clusters Score -2405351 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2406372.750000 Penalty: 3203.090332
	Iteration 8F: 3 clusters Score -2406373 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2407559.750000 Penalty: 3203.090332
	Iteration 9F: 3 clusters Score -2407560 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2408694.000000 Penalty: 3203.090332
	Iteration 10F: 3 clusters Score -2408694 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2409490.000000 Penalty: 3203.090332
	Iteration 11Q: 3 clusters Score -2409490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2409939.000000 Penalty: 3203.090332
	Iteration 12Q: 3 clusters Score -2409939 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2410142.500000 Penalty: 3203.090332
	Iteration 13Q: 3 clusters Score -2410142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2410247.500000 Penalty: 3203.090332
	Iteration 14Q: 3 clusters Score -2410248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2410309.000000 Penalty: 3203.090332
	Iteration 15Q: 3 clusters Score -2410309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2410340.250000 Penalty: 3203.090332
	Iteration 16Q: 3 clusters Score -2410340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2410347.000000 Penalty: 3203.090332
	Iteration 17Q: 3 clusters Score -2410347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2410358.250000 Penalty: 3203.090332
	Iteration 18Q: 3 clusters Score -2410358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2410371.500000 Penalty: 3203.090332
	Iteration 19Q: 3 clusters Score -2410372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2410377.500000 Penalty: 3203.090332
	Iteration 20F: 3 clusters Score -2410378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2410382.500000 Penalty: 3203.090332
	Iteration 21Q: 3 clusters Score -2410382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2410388.000000 Penalty: 3203.090332
	Iteration 22Q: 3 clusters Score -2410388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2410387.750000 Penalty: 3203.090332
	Iteration 23Q: 3 clusters Score -2410388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2410391.000000 Penalty: 3203.090332
	Iteration 24Q: 3 clusters Score -2410391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2410392.000000 Penalty: 3203.090332
	Iteration 25Q: 3 clusters Score -2410392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2410392.000000 Penalty: 3203.090332
	Iteration 26F: 3 clusters Score -2410392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -81438.117188 Penalty: 1068.449829
	Iteration 0F: 2 clusters Score -81438.12 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 360 members 
Entering Unmasked Estep 
Score: -80213.562500 Penalty: 2136.899658
	Iteration 0F: 3 clusters Score -80213.56 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80451.578125 Penalty: 2136.899658
	Iteration 1F: 3 clusters Score -80451.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80516.640625 Penalty: 2136.899658
	Iteration 2F: 3 clusters Score -80516.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80556.093750 Penalty: 2136.899658
	Iteration 3Q: 3 clusters Score -80556.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80584.578125 Penalty: 2136.899658
	Iteration 4Q: 3 clusters Score -80584.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80597.242188 Penalty: 2136.899658
	Iteration 5Q: 3 clusters Score -80597.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80606.492188 Penalty: 2136.899658
	Iteration 6Q: 3 clusters Score -80606.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80625.007812 Penalty: 2136.899658
	Iteration 7Q: 3 clusters Score -80625.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80639.984375 Penalty: 2136.899658
	Iteration 8Q: 3 clusters Score -80639.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80671.351562 Penalty: 2136.899658
	Iteration 9Q: 3 clusters Score -80671.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80723.601562 Penalty: 2136.899658
	Iteration 10Q: 3 clusters Score -80723.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80767.820312 Penalty: 2136.899658
	Iteration 11Q: 3 clusters Score -80767.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80800.148438 Penalty: 2136.899658
	Iteration 12Q: 3 clusters Score -80800.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80809.039062 Penalty: 2136.899658
	Iteration 13Q: 3 clusters Score -80809.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80823.226562 Penalty: 2136.899658
	Iteration 14Q: 3 clusters Score -80823.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80835.187500 Penalty: 2136.899658
	Iteration 15Q: 3 clusters Score -80835.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80843.460938 Penalty: 2136.899658
	Iteration 16Q: 3 clusters Score -80843.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80853.437500 Penalty: 2136.899658
	Iteration 17Q: 3 clusters Score -80853.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80857.593750 Penalty: 2136.899658
	Iteration 18Q: 3 clusters Score -80857.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80867.609375 Penalty: 2136.899658
	Iteration 19Q: 3 clusters Score -80867.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80872.093750 Penalty: 2136.899658
	Iteration 20F: 3 clusters Score -80872.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80873.796875 Penalty: 2136.899658
	Iteration 21Q: 3 clusters Score -80873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80875.750000 Penalty: 2136.899658
	Iteration 22Q: 3 clusters Score -80875.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80878.554688 Penalty: 2136.899658
	Iteration 23Q: 3 clusters Score -80878.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80879.562500 Penalty: 2136.899658
	Iteration 24Q: 3 clusters Score -80879.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80880.164062 Penalty: 2136.899658
	Iteration 25Q: 3 clusters Score -80880.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80880.164062 Penalty: 2136.899658
	Iteration 26F: 3 clusters Score -80880.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Entering Unmasked Estep 
Score: -8401691.000000 Penalty: 1802.517090
	Iteration 0F: 2 clusters Score -8401691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8358578.500000 Penalty: 3605.034180
	Iteration 0F: 3 clusters Score -8358578 nChanged 31049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -8376272.500000 Penalty: 3605.034180
	Iteration 1F: 3 clusters Score -8376272 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -8376961.500000 Penalty: 3605.034180
	Iteration 2Q: 3 clusters Score -8376962 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -8377936.500000 Penalty: 3605.034180
	Iteration 3Q: 3 clusters Score -8377936 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -8379296.500000 Penalty: 3605.034180
	Iteration 4Q: 3 clusters Score -8379296 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8381644.000000 Penalty: 3605.034180
	Iteration 5F: 3 clusters Score -8381644 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -8385187.000000 Penalty: 3605.034180
	Iteration 6F: 3 clusters Score -8385187 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -8389663.000000 Penalty: 3605.034180
	Iteration 7F: 3 clusters Score -8389663 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8393883.000000 Penalty: 3605.034180
	Iteration 8F: 3 clusters Score -8393883 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8396695.000000 Penalty: 3605.034180
	Iteration 9Q: 3 clusters Score -8396695 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8398298.000000 Penalty: 3605.034180
	Iteration 10Q: 3 clusters Score -8398298 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8399157.000000 Penalty: 3605.034180
	Iteration 11Q: 3 clusters Score -8399157 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8399600.000000 Penalty: 3605.034180
	Iteration 12Q: 3 clusters Score -8399600 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8399836.000000 Penalty: 3605.034180
	Iteration 13Q: 3 clusters Score -8399836 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8399973.000000 Penalty: 3605.034180
	Iteration 14Q: 3 clusters Score -8399973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8400048.000000 Penalty: 3605.034180
	Iteration 15Q: 3 clusters Score -8400048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8400097.000000 Penalty: 3605.034180
	Iteration 16Q: 3 clusters Score -8400097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8400137.000000 Penalty: 3605.034180
	Iteration 17Q: 3 clusters Score -8400137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8400146.000000 Penalty: 3605.034180
	Iteration 18Q: 3 clusters Score -8400146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8400160.000000 Penalty: 3605.034180
	Iteration 19Q: 3 clusters Score -8400160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8400167.000000 Penalty: 3605.034180
	Iteration 20F: 3 clusters Score -8400167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 3605.034180
	Iteration 21Q: 3 clusters Score -8400181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8400187.000000 Penalty: 3605.034180
	Iteration 22Q: 3 clusters Score -8400187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8400193.000000 Penalty: 3605.034180
	Iteration 23Q: 3 clusters Score -8400193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8400198.000000 Penalty: 3605.034180
	Iteration 24Q: 3 clusters Score -8400198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8400202.000000 Penalty: 3605.034180
	Iteration 25Q: 3 clusters Score -8400202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8400210.000000 Penalty: 3605.034180
	Iteration 26Q: 3 clusters Score -8400210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8400224.000000 Penalty: 3605.034180
	Iteration 27Q: 3 clusters Score -8400224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8400218.000000 Penalty: 3605.034180
	Iteration 28Q: 3 clusters Score -8400218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8400228.000000 Penalty: 3605.034180
	Iteration 29Q: 3 clusters Score -8400228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8400233.000000 Penalty: 3605.034180
	Iteration 30Q: 3 clusters Score -8400233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8400240.000000 Penalty: 3605.034180
	Iteration 31Q: 3 clusters Score -8400240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8400243.000000 Penalty: 3605.034180
	Iteration 32Q: 3 clusters Score -8400243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8400247.000000 Penalty: 3605.034180
	Iteration 33Q: 3 clusters Score -8400247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8400247.000000 Penalty: 3605.034180
	Iteration 34Q: 3 clusters Score -8400247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8400252.000000 Penalty: 3605.034180
	Iteration 35Q: 3 clusters Score -8400252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8400251.000000 Penalty: 3605.034180
	Iteration 36Q: 3 clusters Score -8400251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8400249.000000 Penalty: 3605.034180
	Iteration 37Q: 3 clusters Score -8400249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8400254.000000 Penalty: 3605.034180
	Iteration 38Q: 3 clusters Score -8400254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8400253.000000 Penalty: 3605.034180
	Iteration 39Q: 3 clusters Score -8400253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8400253.000000 Penalty: 3605.034180
	Iteration 40F: 3 clusters Score -8400253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Entering Unmasked Estep 
Score: -8574304.000000 Penalty: 1807.002563
	Iteration 0F: 2 clusters Score -8574304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8529276.000000 Penalty: 3614.005127
	Iteration 0F: 3 clusters Score -8529276 nChanged 32151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -8547508.000000 Penalty: 3614.005127
	Iteration 1F: 3 clusters Score -8547508 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -8548194.000000 Penalty: 3614.005127
	Iteration 2Q: 3 clusters Score -8548194 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -8549183.000000 Penalty: 3614.005127
	Iteration 3Q: 3 clusters Score -8549183 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8550751.000000 Penalty: 3614.005127
	Iteration 4Q: 3 clusters Score -8550751 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8553188.000000 Penalty: 3614.005127
	Iteration 5F: 3 clusters Score -8553188 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -8557067.000000 Penalty: 3614.005127
	Iteration 6F: 3 clusters Score -8557067 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -8562197.000000 Penalty: 3614.005127
	Iteration 7F: 3 clusters Score -8562197 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8567003.000000 Penalty: 3614.005127
	Iteration 8F: 3 clusters Score -8567003 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8570199.000000 Penalty: 3614.005127
	Iteration 9F: 3 clusters Score -8570199 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8571759.000000 Penalty: 3614.005127
	Iteration 10Q: 3 clusters Score -8571759 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8572357.000000 Penalty: 3614.005127
	Iteration 11Q: 3 clusters Score -8572357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8572556.000000 Penalty: 3614.005127
	Iteration 12Q: 3 clusters Score -8572556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8572625.000000 Penalty: 3614.005127
	Iteration 13Q: 3 clusters Score -8572625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8572667.000000 Penalty: 3614.005127
	Iteration 14Q: 3 clusters Score -8572667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8572693.000000 Penalty: 3614.005127
	Iteration 15Q: 3 clusters Score -8572693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8572696.000000 Penalty: 3614.005127
	Iteration 16Q: 3 clusters Score -8572696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8572705.000000 Penalty: 3614.005127
	Iteration 17Q: 3 clusters Score -8572705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8572708.000000 Penalty: 3614.005127
	Iteration 18Q: 3 clusters Score -8572708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8572709.000000 Penalty: 3614.005127
	Iteration 19Q: 3 clusters Score -8572709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8572716.000000 Penalty: 3614.005127
	Iteration 20F: 3 clusters Score -8572716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8572721.000000 Penalty: 3614.005127
	Iteration 21Q: 3 clusters Score -8572721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8572725.000000 Penalty: 3614.005127
	Iteration 22Q: 3 clusters Score -8572725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8572725.000000 Penalty: 3614.005127
	Iteration 23F: 3 clusters Score -8572725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Entering Unmasked Estep 
Score: -1739899.625000 Penalty: 1543.095215
	Iteration 0F: 2 clusters Score -1739900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1730588.125000 Penalty: 3086.190430
	Iteration 0F: 3 clusters Score -1730588 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1733736.125000 Penalty: 3086.190430
	Iteration 1F: 3 clusters Score -1733736 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1734039.500000 Penalty: 3086.190430
	Iteration 2F: 3 clusters Score -1734040 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1734341.250000 Penalty: 3086.190430
	Iteration 3Q: 3 clusters Score -1734341 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1734696.750000 Penalty: 3086.190430
	Iteration 4Q: 3 clusters Score -1734697 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1735143.625000 Penalty: 3086.190430
	Iteration 5F: 3 clusters Score -1735144 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1735714.750000 Penalty: 3086.190430
	Iteration 6F: 3 clusters Score -1735715 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1736415.875000 Penalty: 3086.190430
	Iteration 7F: 3 clusters Score -1736416 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1737150.250000 Penalty: 3086.190430
	Iteration 8F: 3 clusters Score -1737150 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1737693.875000 Penalty: 3086.190430
	Iteration 9Q: 3 clusters Score -1737694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1738025.500000 Penalty: 3086.190430
	Iteration 10Q: 3 clusters Score -1738026 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1738204.750000 Penalty: 3086.190430
	Iteration 11Q: 3 clusters Score -1738205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1738321.750000 Penalty: 3086.190430
	Iteration 12Q: 3 clusters Score -1738322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1738413.875000 Penalty: 3086.190430
	Iteration 13Q: 3 clusters Score -1738414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1738461.125000 Penalty: 3086.190430
	Iteration 14Q: 3 clusters Score -1738461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1738499.625000 Penalty: 3086.190430
	Iteration 15Q: 3 clusters Score -1738500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1738522.375000 Penalty: 3086.190430
	Iteration 16Q: 3 clusters Score -1738522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1738536.875000 Penalty: 3086.190430
	Iteration 17Q: 3 clusters Score -1738537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1738547.250000 Penalty: 3086.190430
	Iteration 18Q: 3 clusters Score -1738547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1738550.375000 Penalty: 3086.190430
	Iteration 19Q: 3 clusters Score -1738550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1738550.375000 Penalty: 3086.190430
	Iteration 20F: 3 clusters Score -1738550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27462.375000 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27462.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26744.304688 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26744.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26940.970703 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -26940.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27000.062500 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27000.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27023.287109 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27023.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27028.841797 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27028.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27029.546875 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27029.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27029.546875 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -27029.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Entering Unmasked Estep 
Score: -8876407.000000 Penalty: 1812.157715
	Iteration 0F: 2 clusters Score -8876407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -8830506.000000 Penalty: 3624.315430
	Iteration 0F: 3 clusters Score -8830506 nChanged 33110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -8849309.000000 Penalty: 3624.315430
	Iteration 1F: 3 clusters Score -8849309 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -8849844.000000 Penalty: 3624.315430
	Iteration 2Q: 3 clusters Score -8849844 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8850401.000000 Penalty: 3624.315430
	Iteration 3Q: 3 clusters Score -8850401 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -8851040.000000 Penalty: 3624.315430
	Iteration 4Q: 3 clusters Score -8851040 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -8852026.000000 Penalty: 3624.315430
	Iteration 5Q: 3 clusters Score -8852026 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -8853609.000000 Penalty: 3624.315430
	Iteration 6Q: 3 clusters Score -8853609 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8855888.000000 Penalty: 3624.315430
	Iteration 7F: 3 clusters Score -8855888 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -8859180.000000 Penalty: 3624.315430
	Iteration 8F: 3 clusters Score -8859180 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -8862931.000000 Penalty: 3624.315430
	Iteration 9F: 3 clusters Score -8862931 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -8866403.000000 Penalty: 3624.315430
	Iteration 10F: 3 clusters Score -8866403 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8869135.000000 Penalty: 3624.315430
	Iteration 11Q: 3 clusters Score -8869135 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8870901.000000 Penalty: 3624.315430
	Iteration 12Q: 3 clusters Score -8870901 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -8872017.000000 Penalty: 3624.315430
	Iteration 13Q: 3 clusters Score -8872017 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8872818.000000 Penalty: 3624.315430
	Iteration 14Q: 3 clusters Score -8872818 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8873342.000000 Penalty: 3624.315430
	Iteration 15Q: 3 clusters Score -8873342 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8873780.000000 Penalty: 3624.315430
	Iteration 16Q: 3 clusters Score -8873780 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8874104.000000 Penalty: 3624.315430
	Iteration 17Q: 3 clusters Score -8874104 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8874317.000000 Penalty: 3624.315430
	Iteration 18Q: 3 clusters Score -8874317 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8874487.000000 Penalty: 3624.315430
	Iteration 19Q: 3 clusters Score -8874487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8874575.000000 Penalty: 3624.315430
	Iteration 20F: 3 clusters Score -8874575 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8874637.000000 Penalty: 3624.315430
	Iteration 21Q: 3 clusters Score -8874637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8874688.000000 Penalty: 3624.315430
	Iteration 22Q: 3 clusters Score -8874688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8874701.000000 Penalty: 3624.315430
	Iteration 23Q: 3 clusters Score -8874701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8874733.000000 Penalty: 3624.315430
	Iteration 24Q: 3 clusters Score -8874733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8874763.000000 Penalty: 3624.315430
	Iteration 25Q: 3 clusters Score -8874763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8874784.000000 Penalty: 3624.315430
	Iteration 26Q: 3 clusters Score -8874784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8874808.000000 Penalty: 3624.315430
	Iteration 27Q: 3 clusters Score -8874808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8874834.000000 Penalty: 3624.315430
	Iteration 28Q: 3 clusters Score -8874834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8874850.000000 Penalty: 3624.315430
	Iteration 29Q: 3 clusters Score -8874850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8874849.000000 Penalty: 3624.315430
	Iteration 30Q: 3 clusters Score -8874849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8874846.000000 Penalty: 3624.315430
	Iteration 31Q: 3 clusters Score -8874846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8874847.000000 Penalty: 3624.315430
	Iteration 32Q: 3 clusters Score -8874847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8874851.000000 Penalty: 3624.315430
	Iteration 33Q: 3 clusters Score -8874851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8874855.000000 Penalty: 3624.315430
	Iteration 34Q: 3 clusters Score -8874855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8874860.000000 Penalty: 3624.315430
	Iteration 35Q: 3 clusters Score -8874860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8874855.000000 Penalty: 3624.315430
	Iteration 36Q: 3 clusters Score -8874855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8874854.000000 Penalty: 3624.315430
	Iteration 37Q: 3 clusters Score -8874854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8874857.000000 Penalty: 3624.315430
	Iteration 38Q: 3 clusters Score -8874857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8874857.000000 Penalty: 3624.315430
	Iteration 39F: 3 clusters Score -8874857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 62793 members 
Mstep: Class 4 contains 116307 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38455 members 
Mstep: Class 13 contains 19066 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 65671 members 
Mstep: Class 18 contains 67509 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61605824.000000 Penalty: 36216.003906
Iteration 39Q: 18 clusters Score -6.160582e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 63274 members 
Mstep: Class 4 contains 116177 members 
Mstep: Class 6 contains 29095 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 38407 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 66244 members 
Mstep: Class 18 contains 66569 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 69729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606736.000000 Penalty: 36216.003906
Iteration 40F: 18 clusters Score -6.160674e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 63653 members 
Mstep: Class 4 contains 116203 members 
Mstep: Class 6 contains 29644 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 213 members 
Mstep: Class 11 contains 38384 members 
Mstep: Class 13 contains 19918 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 66787 members 
Mstep: Class 18 contains 65377 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607288.000000 Penalty: 36216.003906
Iteration 41Q: 18 clusters Score -6.160729e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 64023 members 
Mstep: Class 4 contains 116091 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 38373 members 
Mstep: Class 13 contains 20268 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 67277 members 
Mstep: Class 18 contains 64299 members 
Mstep: Class 19 contains 10968 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607564.000000 Penalty: 36216.003906
Iteration 42Q: 18 clusters Score -6.160756e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 64423 members 
Mstep: Class 4 contains 115933 members 
Mstep: Class 6 contains 30825 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 13 contains 20571 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 67737 members 
Mstep: Class 18 contains 63225 members 
Mstep: Class 19 contains 10416 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 69855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608080.000000 Penalty: 36216.003906
Iteration 43Q: 18 clusters Score -6.160808e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 64750 members 
Mstep: Class 4 contains 115776 members 
Mstep: Class 6 contains 31486 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 38336 members 
Mstep: Class 13 contains 20853 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 68138 members 
Mstep: Class 18 contains 62204 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 69881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608476.000000 Penalty: 36216.003906
Iteration 44Q: 18 clusters Score -6.160848e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 65060 members 
Mstep: Class 4 contains 115609 members 
Mstep: Class 6 contains 32191 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38313 members 
Mstep: Class 13 contains 21116 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 68527 members 
Mstep: Class 18 contains 61217 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 69867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608996.000000 Penalty: 36216.003906
Iteration 45Q: 18 clusters Score -6.1609e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 65372 members 
Mstep: Class 4 contains 115406 members 
Mstep: Class 6 contains 32972 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38295 members 
Mstep: Class 13 contains 21338 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 68915 members 
Mstep: Class 18 contains 60159 members 
Mstep: Class 19 contains 9034 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 69844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609568.000000 Penalty: 36216.003906
Iteration 46Q: 18 clusters Score -6.160957e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 65651 members 
Mstep: Class 4 contains 115168 members 
Mstep: Class 6 contains 33840 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 13 contains 21543 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 69265 members 
Mstep: Class 18 contains 59082 members 
Mstep: Class 19 contains 8700 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 69818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610268.000000 Penalty: 36216.003906
Iteration 47Q: 18 clusters Score -6.161027e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 65913 members 
Mstep: Class 4 contains 114944 members 
Mstep: Class 6 contains 34734 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38243 members 
Mstep: Class 13 contains 21713 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 69589 members 
Mstep: Class 18 contains 57992 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610712.000000 Penalty: 36216.003906
Iteration 48Q: 18 clusters Score -6.161071e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 66130 members 
Mstep: Class 4 contains 114751 members 
Mstep: Class 6 contains 35740 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38205 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 69887 members 
Mstep: Class 18 contains 56817 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611312.000000 Penalty: 36216.003906
Iteration 49Q: 18 clusters Score -6.161131e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 66312 members 
Mstep: Class 4 contains 114558 members 
Mstep: Class 6 contains 36818 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38186 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70161 members 
Mstep: Class 18 contains 55543 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611900.000000 Penalty: 36216.003906
Iteration 50Q: 18 clusters Score -6.16119e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 66470 members 
Mstep: Class 4 contains 114434 members 
Mstep: Class 6 contains 37971 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38148 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70366 members 
Mstep: Class 18 contains 54242 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612620.000000 Penalty: 36216.003906
Iteration 51Q: 18 clusters Score -6.161262e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 66633 members 
Mstep: Class 4 contains 114308 members 
Mstep: Class 6 contains 39100 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38119 members 
Mstep: Class 13 contains 22107 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70543 members 
Mstep: Class 18 contains 52996 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613260.000000 Penalty: 36216.003906
Iteration 52Q: 18 clusters Score -6.161326e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 66737 members 
Mstep: Class 4 contains 114206 members 
Mstep: Class 6 contains 40364 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38091 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70706 members 
Mstep: Class 18 contains 51641 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613944.000000 Penalty: 36216.003906
Iteration 53Q: 18 clusters Score -6.161394e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 66792 members 
Mstep: Class 4 contains 114107 members 
Mstep: Class 6 contains 41723 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38067 members 
Mstep: Class 13 contains 22199 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 70799 members 
Mstep: Class 18 contains 50267 members 
Mstep: Class 19 contains 7547 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614640.000000 Penalty: 36216.003906
Iteration 54Q: 18 clusters Score -6.161464e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 66818 members 
Mstep: Class 4 contains 114025 members 
Mstep: Class 6 contains 43071 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 38035 members 
Mstep: Class 13 contains 22221 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70902 members 
Mstep: Class 18 contains 48897 members 
Mstep: Class 19 contains 7499 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615240.000000 Penalty: 36216.003906
Iteration 55Q: 18 clusters Score -6.161524e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 66860 members 
Mstep: Class 4 contains 113961 members 
Mstep: Class 6 contains 44411 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37995 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 70995 members 
Mstep: Class 18 contains 47484 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616304.000000 Penalty: 36216.003906
Iteration 56Q: 18 clusters Score -6.16163e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 66869 members 
Mstep: Class 4 contains 113864 members 
Mstep: Class 6 contains 45734 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37966 members 
Mstep: Class 13 contains 22288 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71071 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616844.000000 Penalty: 36216.003906
Iteration 57Q: 18 clusters Score -6.161684e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 66844 members 
Mstep: Class 4 contains 113804 members 
Mstep: Class 6 contains 46937 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37948 members 
Mstep: Class 13 contains 22322 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71157 members 
Mstep: Class 18 contains 44814 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617620.000000 Penalty: 36216.003906
Iteration 58Q: 18 clusters Score -6.161762e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 66810 members 
Mstep: Class 4 contains 113737 members 
Mstep: Class 6 contains 48024 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37919 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71241 members 
Mstep: Class 18 contains 43677 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617928.000000 Penalty: 36216.003906
Iteration 59Q: 18 clusters Score -6.161793e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 66770 members 
Mstep: Class 4 contains 113726 members 
Mstep: Class 6 contains 49042 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37861 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71310 members 
Mstep: Class 18 contains 42648 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618696.000000 Penalty: 36216.003906
Iteration 60F: 18 clusters Score -6.16187e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 66767 members 
Mstep: Class 4 contains 113667 members 
Mstep: Class 6 contains 50153 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37785 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71362 members 
Mstep: Class 18 contains 41570 members 
Mstep: Class 19 contains 7505 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619264.000000 Penalty: 36216.003906
Iteration 61Q: 18 clusters Score -6.161926e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 66710 members 
Mstep: Class 4 contains 113636 members 
Mstep: Class 6 contains 51106 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37718 members 
Mstep: Class 13 contains 22477 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71405 members 
Mstep: Class 18 contains 40651 members 
Mstep: Class 19 contains 7507 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619704.000000 Penalty: 36216.003906
Iteration 62Q: 18 clusters Score -6.16197e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 66673 members 
Mstep: Class 4 contains 113581 members 
Mstep: Class 6 contains 51981 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37653 members 
Mstep: Class 13 contains 22503 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71453 members 
Mstep: Class 18 contains 39848 members 
Mstep: Class 19 contains 7530 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620148.000000 Penalty: 36216.003906
Iteration 63Q: 18 clusters Score -6.162015e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 66627 members 
Mstep: Class 4 contains 113531 members 
Mstep: Class 6 contains 52745 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 13 contains 22538 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71501 members 
Mstep: Class 18 contains 39155 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 70063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620300.000000 Penalty: 36216.003906
Iteration 64Q: 18 clusters Score -6.16203e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 66599 members 
Mstep: Class 4 contains 113512 members 
Mstep: Class 6 contains 53412 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37559 members 
Mstep: Class 13 contains 22577 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71530 members 
Mstep: Class 18 contains 38550 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620556.000000 Penalty: 36216.003906
Iteration 65Q: 18 clusters Score -6.162056e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 66562 members 
Mstep: Class 4 contains 113460 members 
Mstep: Class 6 contains 53992 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37529 members 
Mstep: Class 13 contains 22607 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71558 members 
Mstep: Class 18 contains 38048 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620768.000000 Penalty: 36216.003906
Iteration 66Q: 18 clusters Score -6.162077e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 66530 members 
Mstep: Class 4 contains 113412 members 
Mstep: Class 6 contains 54456 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37498 members 
Mstep: Class 13 contains 22627 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71567 members 
Mstep: Class 18 contains 37652 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620820.000000 Penalty: 36216.003906
Iteration 67Q: 18 clusters Score -6.162082e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 66495 members 
Mstep: Class 4 contains 113399 members 
Mstep: Class 6 contains 54838 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37482 members 
Mstep: Class 13 contains 22657 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71578 members 
Mstep: Class 18 contains 37265 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620840.000000 Penalty: 36216.003906
Iteration 68Q: 18 clusters Score -6.162084e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 66470 members 
Mstep: Class 4 contains 113357 members 
Mstep: Class 6 contains 55151 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37470 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71599 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 19 contains 7789 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620944.000000 Penalty: 36216.003906
Iteration 69Q: 18 clusters Score -6.162094e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 66465 members 
Mstep: Class 4 contains 113278 members 
Mstep: Class 6 contains 55372 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37455 members 
Mstep: Class 13 contains 22717 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71651 members 
Mstep: Class 18 contains 36654 members 
Mstep: Class 19 contains 7884 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621052.000000 Penalty: 36216.003906
Iteration 70Q: 18 clusters Score -6.162105e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 66455 members 
Mstep: Class 4 contains 113176 members 
Mstep: Class 6 contains 55551 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37450 members 
Mstep: Class 13 contains 22733 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71698 members 
Mstep: Class 18 contains 36415 members 
Mstep: Class 19 contains 8002 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621180.000000 Penalty: 36216.003906
Iteration 71Q: 18 clusters Score -6.162118e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 66433 members 
Mstep: Class 4 contains 113095 members 
Mstep: Class 6 contains 55711 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37448 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71741 members 
Mstep: Class 18 contains 36215 members 
Mstep: Class 19 contains 8103 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621252.000000 Penalty: 36216.003906
Iteration 72Q: 18 clusters Score -6.162125e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 66400 members 
Mstep: Class 4 contains 113022 members 
Mstep: Class 6 contains 55848 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37446 members 
Mstep: Class 13 contains 22762 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71781 members 
Mstep: Class 18 contains 36043 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621240.000000 Penalty: 36216.003906
Iteration 73Q: 18 clusters Score -6.162124e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 66349 members 
Mstep: Class 4 contains 112964 members 
Mstep: Class 6 contains 55948 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37444 members 
Mstep: Class 13 contains 22779 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71833 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 8277 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621324.000000 Penalty: 36216.003906
Iteration 74Q: 18 clusters Score -6.162132e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 66326 members 
Mstep: Class 4 contains 112901 members 
Mstep: Class 6 contains 56033 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37448 members 
Mstep: Class 13 contains 22778 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71886 members 
Mstep: Class 18 contains 35773 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621376.000000 Penalty: 36216.003906
Iteration 75Q: 18 clusters Score -6.162138e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 66298 members 
Mstep: Class 4 contains 112844 members 
Mstep: Class 6 contains 56126 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37442 members 
Mstep: Class 13 contains 22782 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71941 members 
Mstep: Class 18 contains 35659 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621340.000000 Penalty: 36216.003906
Iteration 76Q: 18 clusters Score -6.162134e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 66273 members 
Mstep: Class 4 contains 112787 members 
Mstep: Class 6 contains 56187 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37436 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 71990 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 8473 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621420.000000 Penalty: 36216.003906
Iteration 77Q: 18 clusters Score -6.162142e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 66237 members 
Mstep: Class 4 contains 112746 members 
Mstep: Class 6 contains 56261 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37430 members 
Mstep: Class 13 contains 22783 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72017 members 
Mstep: Class 18 contains 35493 members 
Mstep: Class 19 contains 8557 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621380.000000 Penalty: 36216.003906
Iteration 78Q: 18 clusters Score -6.162138e+07 nChanged 556
Entering ConstructFrom: 
Score: -61621380.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -542404.000000 Penalty: 1371.691040
	Iteration 0F: 2 clusters Score -542404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -538658.187500 Penalty: 2743.382080
	Iteration 0F: 3 clusters Score -538658.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -539771.125000 Penalty: 2743.382080
	Iteration 1F: 3 clusters Score -539771.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -540033.062500 Penalty: 2743.382080
	Iteration 2F: 3 clusters Score -540033.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -540307.187500 Penalty: 2743.382080
	Iteration 3F: 3 clusters Score -540307.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -540553.000000 Penalty: 2743.382080
	Iteration 4F: 3 clusters Score -540553 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -540792.875000 Penalty: 2743.382080
	Iteration 5F: 3 clusters Score -540792.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -541019.312500 Penalty: 2743.382080
	Iteration 6F: 3 clusters Score -541019.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -541203.125000 Penalty: 2743.382080
	Iteration 7F: 3 clusters Score -541203.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -541321.625000 Penalty: 2743.382080
	Iteration 8Q: 3 clusters Score -541321.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -541388.812500 Penalty: 2743.382080
	Iteration 9Q: 3 clusters Score -541388.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -541441.875000 Penalty: 2743.382080
	Iteration 10Q: 3 clusters Score -541441.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -541496.437500 Penalty: 2743.382080
	Iteration 11Q: 3 clusters Score -541496.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -541540.625000 Penalty: 2743.382080
	Iteration 12Q: 3 clusters Score -541540.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -541572.750000 Penalty: 2743.382080
	Iteration 13Q: 3 clusters Score -541572.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -541590.125000 Penalty: 2743.382080
	Iteration 14Q: 3 clusters Score -541590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -541600.187500 Penalty: 2743.382080
	Iteration 15Q: 3 clusters Score -541600.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -541606.812500 Penalty: 2743.382080
	Iteration 16Q: 3 clusters Score -541606.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -541614.312500 Penalty: 2743.382080
	Iteration 17Q: 3 clusters Score -541614.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -541621.375000 Penalty: 2743.382080
	Iteration 18Q: 3 clusters Score -541621.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -541625.562500 Penalty: 2743.382080
	Iteration 19Q: 3 clusters Score -541625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -541627.562500 Penalty: 2743.382080
	Iteration 20F: 3 clusters Score -541627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -541629.500000 Penalty: 2743.382080
	Iteration 21Q: 3 clusters Score -541629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -541631.250000 Penalty: 2743.382080
	Iteration 22Q: 3 clusters Score -541631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541630.937500 Penalty: 2743.382080
	Iteration 23Q: 3 clusters Score -541630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -541630.875000 Penalty: 2743.382080
	Iteration 24Q: 3 clusters Score -541630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -541632.125000 Penalty: 2743.382080
	Iteration 25Q: 3 clusters Score -541632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -541631.312500 Penalty: 2743.382080
	Iteration 26Q: 3 clusters Score -541631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -541631.312500 Penalty: 2743.382080
	Iteration 27F: 3 clusters Score -541631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -635295.625000 Penalty: 1385.370972
	Iteration 0F: 2 clusters Score -635295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -631261.187500 Penalty: 2770.741943
	Iteration 0F: 3 clusters Score -631261.2 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -632354.625000 Penalty: 2770.741943
	Iteration 1F: 3 clusters Score -632354.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -632556.937500 Penalty: 2770.741943
	Iteration 2F: 3 clusters Score -632556.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -632743.500000 Penalty: 2770.741943
	Iteration 3F: 3 clusters Score -632743.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -632933.437500 Penalty: 2770.741943
	Iteration 4F: 3 clusters Score -632933.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -633122.250000 Penalty: 2770.741943
	Iteration 5F: 3 clusters Score -633122.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -633362.437500 Penalty: 2770.741943
	Iteration 6F: 3 clusters Score -633362.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -633574.812500 Penalty: 2770.741943
	Iteration 7F: 3 clusters Score -633574.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -633750.875000 Penalty: 2770.741943
	Iteration 8F: 3 clusters Score -633750.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -633864.250000 Penalty: 2770.741943
	Iteration 9Q: 3 clusters Score -633864.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -633960.437500 Penalty: 2770.741943
	Iteration 10Q: 3 clusters Score -633960.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -634034.375000 Penalty: 2770.741943
	Iteration 11Q: 3 clusters Score -634034.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -634085.125000 Penalty: 2770.741943
	Iteration 12Q: 3 clusters Score -634085.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -634121.187500 Penalty: 2770.741943
	Iteration 13Q: 3 clusters Score -634121.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -634145.062500 Penalty: 2770.741943
	Iteration 14Q: 3 clusters Score -634145.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -634161.687500 Penalty: 2770.741943
	Iteration 15Q: 3 clusters Score -634161.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -634175.062500 Penalty: 2770.741943
	Iteration 16Q: 3 clusters Score -634175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -634187.375000 Penalty: 2770.741943
	Iteration 17Q: 3 clusters Score -634187.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -634195.187500 Penalty: 2770.741943
	Iteration 18Q: 3 clusters Score -634195.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -634202.625000 Penalty: 2770.741943
	Iteration 19Q: 3 clusters Score -634202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -634206.375000 Penalty: 2770.741943
	Iteration 20F: 3 clusters Score -634206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -634208.625000 Penalty: 2770.741943
	Iteration 21Q: 3 clusters Score -634208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -634210.437500 Penalty: 2770.741943
	Iteration 22Q: 3 clusters Score -634210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -634210.625000 Penalty: 2770.741943
	Iteration 23Q: 3 clusters Score -634210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -634210.375000 Penalty: 2770.741943
	Iteration 24Q: 3 clusters Score -634210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -634212.375000 Penalty: 2770.741943
	Iteration 25Q: 3 clusters Score -634212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -634213.250000 Penalty: 2770.741943
	Iteration 26Q: 3 clusters Score -634213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -634215.187500 Penalty: 2770.741943
	Iteration 27Q: 3 clusters Score -634215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -634217.187500 Penalty: 2770.741943
	Iteration 28Q: 3 clusters Score -634217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -634218.000000 Penalty: 2770.741943
	Iteration 29Q: 3 clusters Score -634218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -634219.625000 Penalty: 2770.741943
	Iteration 30Q: 3 clusters Score -634219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -634221.812500 Penalty: 2770.741943
	Iteration 31Q: 3 clusters Score -634221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -634223.437500 Penalty: 2770.741943
	Iteration 32Q: 3 clusters Score -634223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -634223.750000 Penalty: 2770.741943
	Iteration 33Q: 3 clusters Score -634223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -634224.625000 Penalty: 2770.741943
	Iteration 34Q: 3 clusters Score -634224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -634224.500000 Penalty: 2770.741943
	Iteration 35Q: 3 clusters Score -634224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -634225.312500 Penalty: 2770.741943
	Iteration 36Q: 3 clusters Score -634225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -634225.375000 Penalty: 2770.741943
	Iteration 37Q: 3 clusters Score -634225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -634226.312500 Penalty: 2770.741943
	Iteration 38Q: 3 clusters Score -634226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -634227.937500 Penalty: 2770.741943
	Iteration 39Q: 3 clusters Score -634227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -634227.875000 Penalty: 2770.741943
	Iteration 40F: 3 clusters Score -634227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Entering Unmasked Estep 
Score: -8480437.000000 Penalty: 1803.837891
	Iteration 0F: 2 clusters Score -8480437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -8436750.000000 Penalty: 3607.675781
	Iteration 0F: 3 clusters Score -8436750 nChanged 31186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8454782.000000 Penalty: 3607.675781
	Iteration 1F: 3 clusters Score -8454782 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -8455960.000000 Penalty: 3607.675781
	Iteration 2Q: 3 clusters Score -8455960 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -8457926.000000 Penalty: 3607.675781
	Iteration 3F: 3 clusters Score -8457926 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8461397.000000 Penalty: 3607.675781
	Iteration 4F: 3 clusters Score -8461397 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8466164.000000 Penalty: 3607.675781
	Iteration 5F: 3 clusters Score -8466164 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -8471498.000000 Penalty: 3607.675781
	Iteration 6F: 3 clusters Score -8471498 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -8475425.000000 Penalty: 3607.675781
	Iteration 7F: 3 clusters Score -8475425 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -8477110.000000 Penalty: 3607.675781
	Iteration 8Q: 3 clusters Score -8477110 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -8477587.000000 Penalty: 3607.675781
	Iteration 9Q: 3 clusters Score -8477587 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -8477908.000000 Penalty: 3607.675781
	Iteration 10Q: 3 clusters Score -8477908 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -8478061.000000 Penalty: 3607.675781
	Iteration 11Q: 3 clusters Score -8478061 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -8478162.000000 Penalty: 3607.675781
	Iteration 12Q: 3 clusters Score -8478162 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -8478256.000000 Penalty: 3607.675781
	Iteration 13Q: 3 clusters Score -8478256 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -8478351.000000 Penalty: 3607.675781
	Iteration 14Q: 3 clusters Score -8478351 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -8478437.000000 Penalty: 3607.675781
	Iteration 15Q: 3 clusters Score -8478437 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -8478502.000000 Penalty: 3607.675781
	Iteration 16Q: 3 clusters Score -8478502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -8478600.000000 Penalty: 3607.675781
	Iteration 17Q: 3 clusters Score -8478600 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -8478620.000000 Penalty: 3607.675781
	Iteration 18Q: 3 clusters Score -8478620 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -8478672.000000 Penalty: 3607.675781
	Iteration 19Q: 3 clusters Score -8478672 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -8478701.000000 Penalty: 3607.675781
	Iteration 20F: 3 clusters Score -8478701 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -8478741.000000 Penalty: 3607.675781
	Iteration 21Q: 3 clusters Score -8478741 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -8478770.000000 Penalty: 3607.675781
	Iteration 22Q: 3 clusters Score -8478770 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -8478796.000000 Penalty: 3607.675781
	Iteration 23Q: 3 clusters Score -8478796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -8478825.000000 Penalty: 3607.675781
	Iteration 24Q: 3 clusters Score -8478825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -8478859.000000 Penalty: 3607.675781
	Iteration 25Q: 3 clusters Score -8478859 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -8478895.000000 Penalty: 3607.675781
	Iteration 26Q: 3 clusters Score -8478895 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -8478891.000000 Penalty: 3607.675781
	Iteration 27Q: 3 clusters Score -8478891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -8478920.000000 Penalty: 3607.675781
	Iteration 28Q: 3 clusters Score -8478920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -8478915.000000 Penalty: 3607.675781
	Iteration 29Q: 3 clusters Score -8478915 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -8478932.000000 Penalty: 3607.675781
	Iteration 30Q: 3 clusters Score -8478932 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8478959.000000 Penalty: 3607.675781
	Iteration 31Q: 3 clusters Score -8478959 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -8478973.000000 Penalty: 3607.675781
	Iteration 32Q: 3 clusters Score -8478973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -8478980.000000 Penalty: 3607.675781
	Iteration 33Q: 3 clusters Score -8478980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8479012.000000 Penalty: 3607.675781
	Iteration 34Q: 3 clusters Score -8479012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -8478994.000000 Penalty: 3607.675781
	Iteration 35Q: 3 clusters Score -8478994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -8478976.000000 Penalty: 3607.675781
	Iteration 36Q: 3 clusters Score -8478976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -8478986.000000 Penalty: 3607.675781
	Iteration 37Q: 3 clusters Score -8478986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -8478999.000000 Penalty: 3607.675781
	Iteration 38Q: 3 clusters Score -8478999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -8479016.000000 Penalty: 3607.675781
	Iteration 39Q: 3 clusters Score -8479016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -8479043.000000 Penalty: 3607.675781
	Iteration 40F: 3 clusters Score -8479043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8479057.000000 Penalty: 3607.675781
	Iteration 41Q: 3 clusters Score -8479057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -8479051.000000 Penalty: 3607.675781
	Iteration 42Q: 3 clusters Score -8479051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8479062.000000 Penalty: 3607.675781
	Iteration 43Q: 3 clusters Score -8479062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -8479066.000000 Penalty: 3607.675781
	Iteration 44Q: 3 clusters Score -8479066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -8479067.000000 Penalty: 3607.675781
	Iteration 45Q: 3 clusters Score -8479067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -8479084.000000 Penalty: 3607.675781
	Iteration 46Q: 3 clusters Score -8479084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -8479092.000000 Penalty: 3607.675781
	Iteration 47Q: 3 clusters Score -8479092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8479090.000000 Penalty: 3607.675781
	Iteration 48Q: 3 clusters Score -8479090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -8479077.000000 Penalty: 3607.675781
	Iteration 49Q: 3 clusters Score -8479077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -8479075.000000 Penalty: 3607.675781
	Iteration 50Q: 3 clusters Score -8479075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8479075.000000 Penalty: 3607.675781
	Iteration 51Q: 3 clusters Score -8479075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8479080.000000 Penalty: 3607.675781
	Iteration 52Q: 3 clusters Score -8479080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8479082.000000 Penalty: 3607.675781
	Iteration 53Q: 3 clusters Score -8479082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -8479100.000000 Penalty: 3607.675781
	Iteration 54Q: 3 clusters Score -8479100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8479113.000000 Penalty: 3607.675781
	Iteration 55Q: 3 clusters Score -8479113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -8479102.000000 Penalty: 3607.675781
	Iteration 56Q: 3 clusters Score -8479102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -8479123.000000 Penalty: 3607.675781
	Iteration 57Q: 3 clusters Score -8479123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -8479134.000000 Penalty: 3607.675781
	Iteration 58Q: 3 clusters Score -8479134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -8479137.000000 Penalty: 3607.675781
	Iteration 59Q: 3 clusters Score -8479137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 3607.675781
	Iteration 60F: 3 clusters Score -8479141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 3607.675781
	Iteration 61Q: 3 clusters Score -8479141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -8479140.000000 Penalty: 3607.675781
	Iteration 62Q: 3 clusters Score -8479140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8479142.000000 Penalty: 3607.675781
	Iteration 63Q: 3 clusters Score -8479142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 3607.675781
	Iteration 64Q: 3 clusters Score -8479141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -8479132.000000 Penalty: 3607.675781
	Iteration 65Q: 3 clusters Score -8479132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -8479134.000000 Penalty: 3607.675781
	Iteration 66Q: 3 clusters Score -8479134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8479135.000000 Penalty: 3607.675781
	Iteration 67Q: 3 clusters Score -8479135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -8479142.000000 Penalty: 3607.675781
	Iteration 68Q: 3 clusters Score -8479142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -8479140.000000 Penalty: 3607.675781
	Iteration 69Q: 3 clusters Score -8479140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -8479142.000000 Penalty: 3607.675781
	Iteration 70Q: 3 clusters Score -8479142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -8479151.000000 Penalty: 3607.675781
	Iteration 71Q: 3 clusters Score -8479151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -8479157.000000 Penalty: 3607.675781
	Iteration 72Q: 3 clusters Score -8479157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8479151.000000 Penalty: 3607.675781
	Iteration 73Q: 3 clusters Score -8479151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -8479155.000000 Penalty: 3607.675781
	Iteration 74Q: 3 clusters Score -8479155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8479153.000000 Penalty: 3607.675781
	Iteration 75Q: 3 clusters Score -8479153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -8479158.000000 Penalty: 3607.675781
	Iteration 76Q: 3 clusters Score -8479158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -8479156.000000 Penalty: 3607.675781
	Iteration 77Q: 3 clusters Score -8479156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -8479144.000000 Penalty: 3607.675781
	Iteration 78Q: 3 clusters Score -8479144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -8479139.000000 Penalty: 3607.675781
	Iteration 79Q: 3 clusters Score -8479139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -8479145.000000 Penalty: 3607.675781
	Iteration 80F: 3 clusters Score -8479145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -8479138.000000 Penalty: 3607.675781
	Iteration 81Q: 3 clusters Score -8479138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -8479124.000000 Penalty: 3607.675781
	Iteration 82Q: 3 clusters Score -8479124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -8479129.000000 Penalty: 3607.675781
	Iteration 83Q: 3 clusters Score -8479129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -8479135.000000 Penalty: 3607.675781
	Iteration 84Q: 3 clusters Score -8479135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -8479131.000000 Penalty: 3607.675781
	Iteration 85Q: 3 clusters Score -8479131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -8479131.000000 Penalty: 3607.675781
	Iteration 86Q: 3 clusters Score -8479131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -8479134.000000 Penalty: 3607.675781
	Iteration 87Q: 3 clusters Score -8479134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -8479128.000000 Penalty: 3607.675781
	Iteration 88Q: 3 clusters Score -8479128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8479135.000000 Penalty: 3607.675781
	Iteration 89Q: 3 clusters Score -8479135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -8479137.000000 Penalty: 3607.675781
	Iteration 90Q: 3 clusters Score -8479137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -8479138.000000 Penalty: 3607.675781
	Iteration 91Q: 3 clusters Score -8479138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -8479144.000000 Penalty: 3607.675781
	Iteration 92Q: 3 clusters Score -8479144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 3607.675781
	Iteration 93Q: 3 clusters Score -8479141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -8479149.000000 Penalty: 3607.675781
	Iteration 94Q: 3 clusters Score -8479149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -8479143.000000 Penalty: 3607.675781
	Iteration 95Q: 3 clusters Score -8479143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -8479145.000000 Penalty: 3607.675781
	Iteration 96Q: 3 clusters Score -8479145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -8479146.000000 Penalty: 3607.675781
	Iteration 97Q: 3 clusters Score -8479146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -8479144.000000 Penalty: 3607.675781
	Iteration 98Q: 3 clusters Score -8479144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -8479140.000000 Penalty: 3607.675781
	Iteration 99Q: 3 clusters Score -8479140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 3607.675781
	Iteration 100F: 3 clusters Score -8479141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -8479146.000000 Penalty: 3607.675781
	Iteration 101Q: 3 clusters Score -8479146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8479150.000000 Penalty: 3607.675781
	Iteration 102Q: 3 clusters Score -8479150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -8479151.000000 Penalty: 3607.675781
	Iteration 103Q: 3 clusters Score -8479151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -8479155.000000 Penalty: 3607.675781
	Iteration 104Q: 3 clusters Score -8479155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -8479153.000000 Penalty: 3607.675781
	Iteration 105Q: 3 clusters Score -8479153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -8479160.000000 Penalty: 3607.675781
	Iteration 106Q: 3 clusters Score -8479160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -8479156.000000 Penalty: 3607.675781
	Iteration 107Q: 3 clusters Score -8479156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -8479156.000000 Penalty: 3607.675781
	Iteration 108Q: 3 clusters Score -8479156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -8479158.000000 Penalty: 3607.675781
	Iteration 109Q: 3 clusters Score -8479158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -8479163.000000 Penalty: 3607.675781
	Iteration 110Q: 3 clusters Score -8479163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -8479170.000000 Penalty: 3607.675781
	Iteration 111Q: 3 clusters Score -8479170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8479166.000000 Penalty: 3607.675781
	Iteration 112Q: 3 clusters Score -8479166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8479166.000000 Penalty: 3607.675781
	Iteration 113F: 3 clusters Score -8479166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Entering Unmasked Estep 
Score: -14345496.000000 Penalty: 1890.280273
	Iteration 0F: 2 clusters Score -1.43455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -14279937.000000 Penalty: 3780.560547
	Iteration 0F: 3 clusters Score -1.427994e+07 nChanged 53935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -14311182.000000 Penalty: 3780.560547
	Iteration 1F: 3 clusters Score -1.431118e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -14312064.000000 Penalty: 3780.560547
	Iteration 2Q: 3 clusters Score -1.431206e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -14313081.000000 Penalty: 3780.560547
	Iteration 3Q: 3 clusters Score -1.431308e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -14314687.000000 Penalty: 3780.560547
	Iteration 4Q: 3 clusters Score -1.431469e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -14316923.000000 Penalty: 3780.560547
	Iteration 5Q: 3 clusters Score -1.431692e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -14320107.000000 Penalty: 3780.560547
	Iteration 6F: 3 clusters Score -1.432011e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -14324327.000000 Penalty: 3780.560547
	Iteration 7F: 3 clusters Score -1.432433e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -14329536.000000 Penalty: 3780.560547
	Iteration 8F: 3 clusters Score -1.432954e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -14334261.000000 Penalty: 3780.560547
	Iteration 9F: 3 clusters Score -1.433426e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -14337418.000000 Penalty: 3780.560547
	Iteration 10F: 3 clusters Score -1.433742e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -14338484.000000 Penalty: 3780.560547
	Iteration 11Q: 3 clusters Score -1.433848e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -14338737.000000 Penalty: 3780.560547
	Iteration 12Q: 3 clusters Score -1.433874e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -14339005.000000 Penalty: 3780.560547
	Iteration 13Q: 3 clusters Score -1.4339e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -14339244.000000 Penalty: 3780.560547
	Iteration 14Q: 3 clusters Score -1.433924e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -14339446.000000 Penalty: 3780.560547
	Iteration 15Q: 3 clusters Score -1.433945e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -14339576.000000 Penalty: 3780.560547
	Iteration 16Q: 3 clusters Score -1.433958e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -14339689.000000 Penalty: 3780.560547
	Iteration 17Q: 3 clusters Score -1.433969e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -14339826.000000 Penalty: 3780.560547
	Iteration 18Q: 3 clusters Score -1.433983e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -14339953.000000 Penalty: 3780.560547
	Iteration 19Q: 3 clusters Score -1.433995e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -14340086.000000 Penalty: 3780.560547
	Iteration 20F: 3 clusters Score -1.434009e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -14340177.000000 Penalty: 3780.560547
	Iteration 21Q: 3 clusters Score -1.434018e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -14340315.000000 Penalty: 3780.560547
	Iteration 22Q: 3 clusters Score -1.434032e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -14340417.000000 Penalty: 3780.560547
	Iteration 23Q: 3 clusters Score -1.434042e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -14340545.000000 Penalty: 3780.560547
	Iteration 24Q: 3 clusters Score -1.434054e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -14340535.000000 Penalty: 3780.560547
	Iteration 25Q: 3 clusters Score -1.434054e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -14340620.000000 Penalty: 3780.560547
	Iteration 26Q: 3 clusters Score -1.434062e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -14340712.000000 Penalty: 3780.560547
	Iteration 27Q: 3 clusters Score -1.434071e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -14340813.000000 Penalty: 3780.560547
	Iteration 28Q: 3 clusters Score -1.434081e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -14340843.000000 Penalty: 3780.560547
	Iteration 29Q: 3 clusters Score -1.434084e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -14340857.000000 Penalty: 3780.560547
	Iteration 30Q: 3 clusters Score -1.434086e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -14340892.000000 Penalty: 3780.560547
	Iteration 31Q: 3 clusters Score -1.434089e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -14340922.000000 Penalty: 3780.560547
	Iteration 32Q: 3 clusters Score -1.434092e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -14340983.000000 Penalty: 3780.560547
	Iteration 33Q: 3 clusters Score -1.434098e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -14341002.000000 Penalty: 3780.560547
	Iteration 34Q: 3 clusters Score -1.4341e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -14341080.000000 Penalty: 3780.560547
	Iteration 35Q: 3 clusters Score -1.434108e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -14341120.000000 Penalty: 3780.560547
	Iteration 36Q: 3 clusters Score -1.434112e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -14341169.000000 Penalty: 3780.560547
	Iteration 37Q: 3 clusters Score -1.434117e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -14341202.000000 Penalty: 3780.560547
	Iteration 38Q: 3 clusters Score -1.43412e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -14341233.000000 Penalty: 3780.560547
	Iteration 39Q: 3 clusters Score -1.434123e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -14341289.000000 Penalty: 3780.560547
	Iteration 40F: 3 clusters Score -1.434129e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -14341335.000000 Penalty: 3780.560547
	Iteration 41Q: 3 clusters Score -1.434134e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -14341373.000000 Penalty: 3780.560547
	Iteration 42Q: 3 clusters Score -1.434137e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -14341437.000000 Penalty: 3780.560547
	Iteration 43Q: 3 clusters Score -1.434144e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -14341522.000000 Penalty: 3780.560547
	Iteration 44Q: 3 clusters Score -1.434152e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -14341616.000000 Penalty: 3780.560547
	Iteration 45Q: 3 clusters Score -1.434162e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -14341728.000000 Penalty: 3780.560547
	Iteration 46Q: 3 clusters Score -1.434173e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -14341801.000000 Penalty: 3780.560547
	Iteration 47Q: 3 clusters Score -1.43418e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -14341826.000000 Penalty: 3780.560547
	Iteration 48Q: 3 clusters Score -1.434183e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -14341947.000000 Penalty: 3780.560547
	Iteration 49Q: 3 clusters Score -1.434195e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -14341987.000000 Penalty: 3780.560547
	Iteration 50Q: 3 clusters Score -1.434199e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -14342108.000000 Penalty: 3780.560547
	Iteration 51Q: 3 clusters Score -1.434211e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -14342156.000000 Penalty: 3780.560547
	Iteration 52Q: 3 clusters Score -1.434216e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -14342244.000000 Penalty: 3780.560547
	Iteration 53Q: 3 clusters Score -1.434224e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -14342325.000000 Penalty: 3780.560547
	Iteration 54Q: 3 clusters Score -1.434232e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -14342411.000000 Penalty: 3780.560547
	Iteration 55Q: 3 clusters Score -1.434241e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -14342577.000000 Penalty: 3780.560547
	Iteration 56Q: 3 clusters Score -1.434258e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -14342597.000000 Penalty: 3780.560547
	Iteration 57Q: 3 clusters Score -1.43426e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -14342680.000000 Penalty: 3780.560547
	Iteration 58Q: 3 clusters Score -1.434268e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -14342733.000000 Penalty: 3780.560547
	Iteration 59Q: 3 clusters Score -1.434273e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -14342847.000000 Penalty: 3780.560547
	Iteration 60F: 3 clusters Score -1.434285e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -14342977.000000 Penalty: 3780.560547
	Iteration 61Q: 3 clusters Score -1.434298e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -14343027.000000 Penalty: 3780.560547
	Iteration 62Q: 3 clusters Score -1.434303e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -14343117.000000 Penalty: 3780.560547
	Iteration 63Q: 3 clusters Score -1.434312e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -14343220.000000 Penalty: 3780.560547
	Iteration 64Q: 3 clusters Score -1.434322e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -14343245.000000 Penalty: 3780.560547
	Iteration 65Q: 3 clusters Score -1.434324e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -14343439.000000 Penalty: 3780.560547
	Iteration 66Q: 3 clusters Score -1.434344e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -14343576.000000 Penalty: 3780.560547
	Iteration 67Q: 3 clusters Score -1.434358e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -14343608.000000 Penalty: 3780.560547
	Iteration 68Q: 3 clusters Score -1.434361e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -14343750.000000 Penalty: 3780.560547
	Iteration 69Q: 3 clusters Score -1.434375e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -14343861.000000 Penalty: 3780.560547
	Iteration 70Q: 3 clusters Score -1.434386e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -14344023.000000 Penalty: 3780.560547
	Iteration 71Q: 3 clusters Score -1.434402e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -14344093.000000 Penalty: 3780.560547
	Iteration 72Q: 3 clusters Score -1.434409e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -14344194.000000 Penalty: 3780.560547
	Iteration 73Q: 3 clusters Score -1.434419e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -14344312.000000 Penalty: 3780.560547
	Iteration 74Q: 3 clusters Score -1.434431e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -14344379.000000 Penalty: 3780.560547
	Iteration 75Q: 3 clusters Score -1.434438e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -14344591.000000 Penalty: 3780.560547
	Iteration 76Q: 3 clusters Score -1.434459e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -14344981.000000 Penalty: 3780.560547
	Iteration 77Q: 3 clusters Score -1.434498e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -14345338.000000 Penalty: 3780.560547
	Iteration 78Q: 3 clusters Score -1.434534e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -14345585.000000 Penalty: 3780.560547
	Iteration 79Q: 3 clusters Score -1.434558e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -14345732.000000 Penalty: 3780.560547
	Iteration 80F: 3 clusters Score -1.434573e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -14345843.000000 Penalty: 3780.560547
	Iteration 81Q: 3 clusters Score -1.434584e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -14345786.000000 Penalty: 3780.560547
	Iteration 82Q: 3 clusters Score -1.434579e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -14345781.000000 Penalty: 3780.560547
	Iteration 83Q: 3 clusters Score -1.434578e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -14345684.000000 Penalty: 3780.560547
	Iteration 84Q: 3 clusters Score -1.434568e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14345557.000000 Penalty: 3780.560547
	Iteration 85Q: 3 clusters Score -1.434556e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110454 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -14345443.000000 Penalty: 3780.560547
	Iteration 86Q: 3 clusters Score -1.434544e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -14345336.000000 Penalty: 3780.560547
	Iteration 87Q: 3 clusters Score -1.434534e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -14345297.000000 Penalty: 3780.560547
	Iteration 88Q: 3 clusters Score -1.43453e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14345216.000000 Penalty: 3780.560547
	Iteration 89Q: 3 clusters Score -1.434522e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111395 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14345115.000000 Penalty: 3780.560547
	Iteration 90Q: 3 clusters Score -1.434512e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -14345027.000000 Penalty: 3780.560547
	Iteration 91Q: 3 clusters Score -1.434503e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14344962.000000 Penalty: 3780.560547
	Iteration 92Q: 3 clusters Score -1.434496e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14344892.000000 Penalty: 3780.560547
	Iteration 93Q: 3 clusters Score -1.434489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14344857.000000 Penalty: 3780.560547
	Iteration 94Q: 3 clusters Score -1.434486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111794 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14344831.000000 Penalty: 3780.560547
	Iteration 95Q: 3 clusters Score -1.434483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14344805.000000 Penalty: 3780.560547
	Iteration 96Q: 3 clusters Score -1.43448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14344800.000000 Penalty: 3780.560547
	Iteration 97Q: 3 clusters Score -1.43448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14344791.000000 Penalty: 3780.560547
	Iteration 98Q: 3 clusters Score -1.434479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14344784.000000 Penalty: 3780.560547
	Iteration 99Q: 3 clusters Score -1.434478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14344777.000000 Penalty: 3780.560547
	Iteration 100F: 3 clusters Score -1.434478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14344751.000000 Penalty: 3780.560547
	Iteration 101Q: 3 clusters Score -1.434475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14344749.000000 Penalty: 3780.560547
	Iteration 102Q: 3 clusters Score -1.434475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14344727.000000 Penalty: 3780.560547
	Iteration 103Q: 3 clusters Score -1.434473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14344715.000000 Penalty: 3780.560547
	Iteration 104Q: 3 clusters Score -1.434472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14344706.000000 Penalty: 3780.560547
	Iteration 105Q: 3 clusters Score -1.434471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14344701.000000 Penalty: 3780.560547
	Iteration 106Q: 3 clusters Score -1.43447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14344687.000000 Penalty: 3780.560547
	Iteration 107Q: 3 clusters Score -1.434469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14344686.000000 Penalty: 3780.560547
	Iteration 108Q: 3 clusters Score -1.434469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14344672.000000 Penalty: 3780.560547
	Iteration 109Q: 3 clusters Score -1.434467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14344667.000000 Penalty: 3780.560547
	Iteration 110Q: 3 clusters Score -1.434467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14344665.000000 Penalty: 3780.560547
	Iteration 111Q: 3 clusters Score -1.434466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14344669.000000 Penalty: 3780.560547
	Iteration 112Q: 3 clusters Score -1.434467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14344659.000000 Penalty: 3780.560547
	Iteration 113Q: 3 clusters Score -1.434466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14344659.000000 Penalty: 3780.560547
	Iteration 114F: 3 clusters Score -1.434466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Entering Unmasked Estep 
Score: -7179946.000000 Penalty: 1777.541382
	Iteration 0F: 2 clusters Score -7179946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -7142470.500000 Penalty: 3555.082764
	Iteration 0F: 3 clusters Score -7142470 nChanged 26506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -7157572.500000 Penalty: 3555.082764
	Iteration 1F: 3 clusters Score -7157572 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -7158221.000000 Penalty: 3555.082764
	Iteration 2Q: 3 clusters Score -7158221 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7159278.500000 Penalty: 3555.082764
	Iteration 3Q: 3 clusters Score -7159278 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7161305.000000 Penalty: 3555.082764
	Iteration 4F: 3 clusters Score -7161305 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -7164694.500000 Penalty: 3555.082764
	Iteration 5F: 3 clusters Score -7164694 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -7169459.500000 Penalty: 3555.082764
	Iteration 6F: 3 clusters Score -7169460 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -7173809.500000 Penalty: 3555.082764
	Iteration 7F: 3 clusters Score -7173810 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -7176511.500000 Penalty: 3555.082764
	Iteration 8Q: 3 clusters Score -7176512 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7177593.500000 Penalty: 3555.082764
	Iteration 9Q: 3 clusters Score -7177594 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -7177999.000000 Penalty: 3555.082764
	Iteration 10Q: 3 clusters Score -7177999 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -7178154.500000 Penalty: 3555.082764
	Iteration 11Q: 3 clusters Score -7178154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7178239.000000 Penalty: 3555.082764
	Iteration 12Q: 3 clusters Score -7178239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -7178280.500000 Penalty: 3555.082764
	Iteration 13Q: 3 clusters Score -7178280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7178302.000000 Penalty: 3555.082764
	Iteration 14Q: 3 clusters Score -7178302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7178322.000000 Penalty: 3555.082764
	Iteration 15Q: 3 clusters Score -7178322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -7178330.500000 Penalty: 3555.082764
	Iteration 16Q: 3 clusters Score -7178330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -7178347.000000 Penalty: 3555.082764
	Iteration 17Q: 3 clusters Score -7178347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7178353.500000 Penalty: 3555.082764
	Iteration 18Q: 3 clusters Score -7178354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -7178369.000000 Penalty: 3555.082764
	Iteration 19Q: 3 clusters Score -7178369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7178359.000000 Penalty: 3555.082764
	Iteration 20F: 3 clusters Score -7178359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -7178362.000000 Penalty: 3555.082764
	Iteration 21Q: 3 clusters Score -7178362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -7178362.000000 Penalty: 3555.082764
	Iteration 22F: 3 clusters Score -7178362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -15289.832031 Penalty: 835.520325
	Iteration 0F: 2 clusters Score -15289.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14771.257812 Penalty: 1671.040649
	Iteration 0F: 3 clusters Score -14771.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14925.283203 Penalty: 1671.040649
	Iteration 1F: 3 clusters Score -14925.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14971.469727 Penalty: 1671.040649
	Iteration 2F: 3 clusters Score -14971.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15022.801758 Penalty: 1671.040649
	Iteration 3F: 3 clusters Score -15022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15032.349609 Penalty: 1671.040649
	Iteration 4Q: 3 clusters Score -15032.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15032.349609 Penalty: 1671.040649
	Iteration 5F: 3 clusters Score -15032.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -105400.828125 Penalty: 1094.371094
	Iteration 0F: 2 clusters Score -105400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104069.625000 Penalty: 2188.742188
	Iteration 0F: 3 clusters Score -104069.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104244.179688 Penalty: 2188.742188
	Iteration 1F: 3 clusters Score -104244.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104295.617188 Penalty: 2188.742188
	Iteration 2F: 3 clusters Score -104295.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104325.789062 Penalty: 2188.742188
	Iteration 3Q: 3 clusters Score -104325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104341.976562 Penalty: 2188.742188
	Iteration 4Q: 3 clusters Score -104342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104346.429688 Penalty: 2188.742188
	Iteration 5Q: 3 clusters Score -104346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104348.546875 Penalty: 2188.742188
	Iteration 6Q: 3 clusters Score -104348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104351.257812 Penalty: 2188.742188
	Iteration 7Q: 3 clusters Score -104351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104354.640625 Penalty: 2188.742188
	Iteration 8Q: 3 clusters Score -104354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104359.117188 Penalty: 2188.742188
	Iteration 9Q: 3 clusters Score -104359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104361.906250 Penalty: 2188.742188
	Iteration 10Q: 3 clusters Score -104361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104364.796875 Penalty: 2188.742188
	Iteration 11Q: 3 clusters Score -104364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104367.734375 Penalty: 2188.742188
	Iteration 12Q: 3 clusters Score -104367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104370.250000 Penalty: 2188.742188
	Iteration 13Q: 3 clusters Score -104370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104370.250000 Penalty: 2188.742188
	Iteration 14F: 3 clusters Score -104370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -46689.101562 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -46689.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45730.500000 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -45730.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45953.214844 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -45953.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46047.320312 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -46047.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46122.007812 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -46122.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46210.796875 Penalty: 2005.802612
	Iteration 4F: 3 clusters Score -46210.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46554.625000 Penalty: 2005.802612
	Iteration 5F: 3 clusters Score -46554.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46736.453125 Penalty: 2005.802612
	Iteration 6F: 3 clusters Score -46736.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46835.218750 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -46835.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46895.558594 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -46895.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46919.679688 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -46919.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46923.355469 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -46923.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46923.355469 Penalty: 2005.802612
	Iteration 11F: 3 clusters Score -46923.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 66207 members 
Mstep: Class 4 contains 112701 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 56315 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 133 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37422 members 
Mstep: Class 13 contains 22780 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72046 members 
Mstep: Class 18 contains 35403 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69751 members 
Entering Unmasked Estep 
Score: -61620492.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61621380.000000 to -61620492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15886.467773 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15886.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16013.465820 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16013.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16051.701172 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -16051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16061.633789 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16061.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16061.633789 Penalty: 1728.389038
	Iteration 4F: 3 clusters Score -16061.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Entering Unmasked Estep 
Score: -4575795.000000 Penalty: 1711.127319
	Iteration 0F: 2 clusters Score -4575795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4550590.000000 Penalty: 3422.254639
	Iteration 0F: 3 clusters Score -4550590 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4560352.000000 Penalty: 3422.254639
	Iteration 1F: 3 clusters Score -4560352 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4560887.000000 Penalty: 3422.254639
	Iteration 2Q: 3 clusters Score -4560887 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4561479.500000 Penalty: 3422.254639
	Iteration 3Q: 3 clusters Score -4561480 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4562212.500000 Penalty: 3422.254639
	Iteration 4Q: 3 clusters Score -4562212 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4563219.000000 Penalty: 3422.254639
	Iteration 5F: 3 clusters Score -4563219 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4564635.500000 Penalty: 3422.254639
	Iteration 6F: 3 clusters Score -4564636 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4566415.000000 Penalty: 3422.254639
	Iteration 7F: 3 clusters Score -4566415 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4568244.000000 Penalty: 3422.254639
	Iteration 8F: 3 clusters Score -4568244 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4569834.500000 Penalty: 3422.254639
	Iteration 9F: 3 clusters Score -4569834 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4571067.500000 Penalty: 3422.254639
	Iteration 10Q: 3 clusters Score -4571068 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4572054.500000 Penalty: 3422.254639
	Iteration 11Q: 3 clusters Score -4572054 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4572798.000000 Penalty: 3422.254639
	Iteration 12Q: 3 clusters Score -4572798 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4573350.500000 Penalty: 3422.254639
	Iteration 13Q: 3 clusters Score -4573350 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4573669.000000 Penalty: 3422.254639
	Iteration 14Q: 3 clusters Score -4573669 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -4573911.000000 Penalty: 3422.254639
	Iteration 15Q: 3 clusters Score -4573911 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4574062.500000 Penalty: 3422.254639
	Iteration 16Q: 3 clusters Score -4574062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4574151.500000 Penalty: 3422.254639
	Iteration 17Q: 3 clusters Score -4574152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4574200.000000 Penalty: 3422.254639
	Iteration 18Q: 3 clusters Score -4574200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4574229.000000 Penalty: 3422.254639
	Iteration 19Q: 3 clusters Score -4574229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4574266.000000 Penalty: 3422.254639
	Iteration 20F: 3 clusters Score -4574266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4574282.000000 Penalty: 3422.254639
	Iteration 21Q: 3 clusters Score -4574282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4574301.500000 Penalty: 3422.254639
	Iteration 22Q: 3 clusters Score -4574302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4574306.500000 Penalty: 3422.254639
	Iteration 23Q: 3 clusters Score -4574306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4574313.000000 Penalty: 3422.254639
	Iteration 24Q: 3 clusters Score -4574313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4574317.500000 Penalty: 3422.254639
	Iteration 25Q: 3 clusters Score -4574318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -4574317.000000 Penalty: 3422.254639
	Iteration 26Q: 3 clusters Score -4574317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4574321.000000 Penalty: 3422.254639
	Iteration 27Q: 3 clusters Score -4574321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4574324.500000 Penalty: 3422.254639
	Iteration 28Q: 3 clusters Score -4574324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4574324.500000 Penalty: 3422.254639
	Iteration 29F: 3 clusters Score -4574324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Entering Unmasked Estep 
Score: -2885912.000000 Penalty: 1630.466187
	Iteration 0F: 2 clusters Score -2885912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2870469.000000 Penalty: 3260.932373
	Iteration 0F: 3 clusters Score -2870469 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2876412.000000 Penalty: 3260.932373
	Iteration 1F: 3 clusters Score -2876412 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2877144.250000 Penalty: 3260.932373
	Iteration 2F: 3 clusters Score -2877144 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2878117.000000 Penalty: 3260.932373
	Iteration 3F: 3 clusters Score -2878117 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2879231.000000 Penalty: 3260.932373
	Iteration 4F: 3 clusters Score -2879231 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2880336.500000 Penalty: 3260.932373
	Iteration 5F: 3 clusters Score -2880336 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2881343.500000 Penalty: 3260.932373
	Iteration 6F: 3 clusters Score -2881344 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2882215.250000 Penalty: 3260.932373
	Iteration 7F: 3 clusters Score -2882215 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2882943.750000 Penalty: 3260.932373
	Iteration 8Q: 3 clusters Score -2882944 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2883527.750000 Penalty: 3260.932373
	Iteration 9Q: 3 clusters Score -2883528 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2884026.750000 Penalty: 3260.932373
	Iteration 10Q: 3 clusters Score -2884027 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2884369.000000 Penalty: 3260.932373
	Iteration 11Q: 3 clusters Score -2884369 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2884579.500000 Penalty: 3260.932373
	Iteration 12Q: 3 clusters Score -2884580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2884695.750000 Penalty: 3260.932373
	Iteration 13Q: 3 clusters Score -2884696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2884761.250000 Penalty: 3260.932373
	Iteration 14Q: 3 clusters Score -2884761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2884800.000000 Penalty: 3260.932373
	Iteration 15Q: 3 clusters Score -2884800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2884814.750000 Penalty: 3260.932373
	Iteration 16Q: 3 clusters Score -2884815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2884821.250000 Penalty: 3260.932373
	Iteration 17Q: 3 clusters Score -2884821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2884834.750000 Penalty: 3260.932373
	Iteration 18Q: 3 clusters Score -2884835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2884847.000000 Penalty: 3260.932373
	Iteration 19Q: 3 clusters Score -2884847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2884851.500000 Penalty: 3260.932373
	Iteration 20F: 3 clusters Score -2884852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2884854.250000 Penalty: 3260.932373
	Iteration 21Q: 3 clusters Score -2884854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2884857.250000 Penalty: 3260.932373
	Iteration 22Q: 3 clusters Score -2884857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2884868.750000 Penalty: 3260.932373
	Iteration 23Q: 3 clusters Score -2884869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2884870.250000 Penalty: 3260.932373
	Iteration 24Q: 3 clusters Score -2884870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2884871.250000 Penalty: 3260.932373
	Iteration 25Q: 3 clusters Score -2884871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2884878.250000 Penalty: 3260.932373
	Iteration 26Q: 3 clusters Score -2884878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2884880.250000 Penalty: 3260.932373
	Iteration 27Q: 3 clusters Score -2884880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2884880.250000 Penalty: 3260.932373
	Iteration 28Q: 3 clusters Score -2884880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2884881.250000 Penalty: 3260.932373
	Iteration 29Q: 3 clusters Score -2884881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2884882.250000 Penalty: 3260.932373
	Iteration 30Q: 3 clusters Score -2884882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2884884.500000 Penalty: 3260.932373
	Iteration 31Q: 3 clusters Score -2884884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2884889.000000 Penalty: 3260.932373
	Iteration 32Q: 3 clusters Score -2884889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2884888.000000 Penalty: 3260.932373
	Iteration 33Q: 3 clusters Score -2884888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2884885.750000 Penalty: 3260.932373
	Iteration 34Q: 3 clusters Score -2884886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2884888.500000 Penalty: 3260.932373
	Iteration 35Q: 3 clusters Score -2884888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2884888.500000 Penalty: 3260.932373
	Iteration 36F: 3 clusters Score -2884888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -82149.648438 Penalty: 1070.028564
	Iteration 0F: 2 clusters Score -82149.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80925.507812 Penalty: 2140.057129
	Iteration 0F: 3 clusters Score -80925.51 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81119.015625 Penalty: 2140.057129
	Iteration 1F: 3 clusters Score -81119.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81215.632812 Penalty: 2140.057129
	Iteration 2F: 3 clusters Score -81215.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81293.078125 Penalty: 2140.057129
	Iteration 3F: 3 clusters Score -81293.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81350.109375 Penalty: 2140.057129
	Iteration 4Q: 3 clusters Score -81350.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81416.359375 Penalty: 2140.057129
	Iteration 5Q: 3 clusters Score -81416.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81472.101562 Penalty: 2140.057129
	Iteration 6Q: 3 clusters Score -81472.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81525.617188 Penalty: 2140.057129
	Iteration 7Q: 3 clusters Score -81525.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81564.085938 Penalty: 2140.057129
	Iteration 8Q: 3 clusters Score -81564.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81586.054688 Penalty: 2140.057129
	Iteration 9Q: 3 clusters Score -81586.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81603.570312 Penalty: 2140.057129
	Iteration 10Q: 3 clusters Score -81603.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81609.929688 Penalty: 2140.057129
	Iteration 11Q: 3 clusters Score -81609.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81610.304688 Penalty: 2140.057129
	Iteration 12Q: 3 clusters Score -81610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81610.304688 Penalty: 2140.057129
	Iteration 13F: 3 clusters Score -81610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Entering Unmasked Estep 
Score: -9221353.000000 Penalty: 1817.572388
	Iteration 0F: 2 clusters Score -9221353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -9174400.000000 Penalty: 3635.144775
	Iteration 0F: 3 clusters Score -9174400 nChanged 34072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9193508.000000 Penalty: 3635.144775
	Iteration 1F: 3 clusters Score -9193508 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9193915.000000 Penalty: 3635.144775
	Iteration 2Q: 3 clusters Score -9193915 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -9194481.000000 Penalty: 3635.144775
	Iteration 3Q: 3 clusters Score -9194481 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -9195407.000000 Penalty: 3635.144775
	Iteration 4Q: 3 clusters Score -9195407 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -9197012.000000 Penalty: 3635.144775
	Iteration 5Q: 3 clusters Score -9197012 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -9200140.000000 Penalty: 3635.144775
	Iteration 6F: 3 clusters Score -9200140 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -9205073.000000 Penalty: 3635.144775
	Iteration 7F: 3 clusters Score -9205073 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -9210934.000000 Penalty: 3635.144775
	Iteration 8F: 3 clusters Score -9210934 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -9215617.000000 Penalty: 3635.144775
	Iteration 9F: 3 clusters Score -9215617 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9218145.000000 Penalty: 3635.144775
	Iteration 10Q: 3 clusters Score -9218145 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9219167.000000 Penalty: 3635.144775
	Iteration 11Q: 3 clusters Score -9219167 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9219514.000000 Penalty: 3635.144775
	Iteration 12Q: 3 clusters Score -9219514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9219644.000000 Penalty: 3635.144775
	Iteration 13Q: 3 clusters Score -9219644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9219705.000000 Penalty: 3635.144775
	Iteration 14Q: 3 clusters Score -9219705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9219734.000000 Penalty: 3635.144775
	Iteration 15Q: 3 clusters Score -9219734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9219756.000000 Penalty: 3635.144775
	Iteration 16Q: 3 clusters Score -9219756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9219765.000000 Penalty: 3635.144775
	Iteration 17Q: 3 clusters Score -9219765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9219772.000000 Penalty: 3635.144775
	Iteration 18Q: 3 clusters Score -9219772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9219778.000000 Penalty: 3635.144775
	Iteration 19Q: 3 clusters Score -9219778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9219783.000000 Penalty: 3635.144775
	Iteration 20F: 3 clusters Score -9219783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9219795.000000 Penalty: 3635.144775
	Iteration 21Q: 3 clusters Score -9219795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9219797.000000 Penalty: 3635.144775
	Iteration 22Q: 3 clusters Score -9219797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9219804.000000 Penalty: 3635.144775
	Iteration 23Q: 3 clusters Score -9219804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9219805.000000 Penalty: 3635.144775
	Iteration 24Q: 3 clusters Score -9219805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9219807.000000 Penalty: 3635.144775
	Iteration 25Q: 3 clusters Score -9219807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9219807.000000 Penalty: 3635.144775
	Iteration 26F: 3 clusters Score -9219807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Entering Unmasked Estep 
Score: -4506907.000000 Penalty: 1702.114746
	Iteration 0F: 2 clusters Score -4506907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4483022.000000 Penalty: 3404.229492
	Iteration 0F: 3 clusters Score -4483022 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4492241.500000 Penalty: 3404.229492
	Iteration 1F: 3 clusters Score -4492242 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4492596.000000 Penalty: 3404.229492
	Iteration 2Q: 3 clusters Score -4492596 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4492993.000000 Penalty: 3404.229492
	Iteration 3Q: 3 clusters Score -4492993 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4493511.000000 Penalty: 3404.229492
	Iteration 4Q: 3 clusters Score -4493511 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4494253.000000 Penalty: 3404.229492
	Iteration 5Q: 3 clusters Score -4494253 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4495475.000000 Penalty: 3404.229492
	Iteration 6F: 3 clusters Score -4495475 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -4497417.000000 Penalty: 3404.229492
	Iteration 7F: 3 clusters Score -4497417 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4499914.500000 Penalty: 3404.229492
	Iteration 8F: 3 clusters Score -4499914 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4502358.000000 Penalty: 3404.229492
	Iteration 9F: 3 clusters Score -4502358 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4504050.500000 Penalty: 3404.229492
	Iteration 10Q: 3 clusters Score -4504050 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4504881.000000 Penalty: 3404.229492
	Iteration 11Q: 3 clusters Score -4504881 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4505184.000000 Penalty: 3404.229492
	Iteration 12Q: 3 clusters Score -4505184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4505299.500000 Penalty: 3404.229492
	Iteration 13Q: 3 clusters Score -4505300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4505337.000000 Penalty: 3404.229492
	Iteration 14Q: 3 clusters Score -4505337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4505348.000000 Penalty: 3404.229492
	Iteration 15Q: 3 clusters Score -4505348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4505364.000000 Penalty: 3404.229492
	Iteration 16Q: 3 clusters Score -4505364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4505368.500000 Penalty: 3404.229492
	Iteration 17Q: 3 clusters Score -4505368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4505379.000000 Penalty: 3404.229492
	Iteration 18Q: 3 clusters Score -4505379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4505387.500000 Penalty: 3404.229492
	Iteration 19Q: 3 clusters Score -4505388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4505392.500000 Penalty: 3404.229492
	Iteration 20F: 3 clusters Score -4505392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4505400.000000 Penalty: 3404.229492
	Iteration 21Q: 3 clusters Score -4505400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4505401.000000 Penalty: 3404.229492
	Iteration 22Q: 3 clusters Score -4505401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4505401.000000 Penalty: 3404.229492
	Iteration 23F: 3 clusters Score -4505401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Entering Unmasked Estep 
Score: -1139454.000000 Penalty: 1472.944458
	Iteration 0F: 2 clusters Score -1139454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1133102.125000 Penalty: 2945.888916
	Iteration 0F: 3 clusters Score -1133102 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1134989.625000 Penalty: 2945.888916
	Iteration 1F: 3 clusters Score -1134990 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1135204.625000 Penalty: 2945.888916
	Iteration 2F: 3 clusters Score -1135205 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1135358.375000 Penalty: 2945.888916
	Iteration 3F: 3 clusters Score -1135358 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1135497.000000 Penalty: 2945.888916
	Iteration 4Q: 3 clusters Score -1135497 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1135615.750000 Penalty: 2945.888916
	Iteration 5Q: 3 clusters Score -1135616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1135725.875000 Penalty: 2945.888916
	Iteration 6Q: 3 clusters Score -1135726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1135871.875000 Penalty: 2945.888916
	Iteration 7Q: 3 clusters Score -1135872 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1136059.375000 Penalty: 2945.888916
	Iteration 8Q: 3 clusters Score -1136059 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1136285.000000 Penalty: 2945.888916
	Iteration 9Q: 3 clusters Score -1136285 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1136582.125000 Penalty: 2945.888916
	Iteration 10F: 3 clusters Score -1136582 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1136928.250000 Penalty: 2945.888916
	Iteration 11F: 3 clusters Score -1136928 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1137314.625000 Penalty: 2945.888916
	Iteration 12Q: 3 clusters Score -1137315 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1137622.750000 Penalty: 2945.888916
	Iteration 13Q: 3 clusters Score -1137623 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1137830.375000 Penalty: 2945.888916
	Iteration 14Q: 3 clusters Score -1137830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1137951.750000 Penalty: 2945.888916
	Iteration 15Q: 3 clusters Score -1137952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1138049.750000 Penalty: 2945.888916
	Iteration 16Q: 3 clusters Score -1138050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1138111.875000 Penalty: 2945.888916
	Iteration 17Q: 3 clusters Score -1138112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1138144.125000 Penalty: 2945.888916
	Iteration 18Q: 3 clusters Score -1138144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1138157.500000 Penalty: 2945.888916
	Iteration 19Q: 3 clusters Score -1138158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1138163.250000 Penalty: 2945.888916
	Iteration 20F: 3 clusters Score -1138163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1138165.250000 Penalty: 2945.888916
	Iteration 21Q: 3 clusters Score -1138165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1138167.625000 Penalty: 2945.888916
	Iteration 22Q: 3 clusters Score -1138168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1138169.125000 Penalty: 2945.888916
	Iteration 23Q: 3 clusters Score -1138169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1138173.875000 Penalty: 2945.888916
	Iteration 24Q: 3 clusters Score -1138174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1138173.500000 Penalty: 2945.888916
	Iteration 25Q: 3 clusters Score -1138174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1138175.625000 Penalty: 2945.888916
	Iteration 26Q: 3 clusters Score -1138176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1138177.875000 Penalty: 2945.888916
	Iteration 27Q: 3 clusters Score -1138178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1138180.875000 Penalty: 2945.888916
	Iteration 28Q: 3 clusters Score -1138181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1138180.875000 Penalty: 2945.888916
	Iteration 29F: 3 clusters Score -1138181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26932.523438 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -26932.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26233.400391 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -26233.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26452.115234 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -26452.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26604.082031 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -26604.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -26655.513672 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -26655.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -26663.066406 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -26663.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -26666.154297 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -26666.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -26666.154297 Penalty: 1828.976929
	Iteration 6F: 3 clusters Score -26666.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Entering Unmasked Estep 
Score: -8884196.000000 Penalty: 1812.311646
	Iteration 0F: 2 clusters Score -8884196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -8838044.000000 Penalty: 3624.623291
	Iteration 0F: 3 clusters Score -8838044 nChanged 33179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -8856983.000000 Penalty: 3624.623291
	Iteration 1F: 3 clusters Score -8856983 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -8857551.000000 Penalty: 3624.623291
	Iteration 2Q: 3 clusters Score -8857551 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8858210.000000 Penalty: 3624.623291
	Iteration 3Q: 3 clusters Score -8858210 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -8859086.000000 Penalty: 3624.623291
	Iteration 4Q: 3 clusters Score -8859086 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8860486.000000 Penalty: 3624.623291
	Iteration 5Q: 3 clusters Score -8860486 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8862614.000000 Penalty: 3624.623291
	Iteration 6F: 3 clusters Score -8862614 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -8865852.000000 Penalty: 3624.623291
	Iteration 7F: 3 clusters Score -8865852 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -8869951.000000 Penalty: 3624.623291
	Iteration 8F: 3 clusters Score -8869951 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8873567.000000 Penalty: 3624.623291
	Iteration 9F: 3 clusters Score -8873567 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -8876073.000000 Penalty: 3624.623291
	Iteration 10Q: 3 clusters Score -8876073 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -8877817.000000 Penalty: 3624.623291
	Iteration 11Q: 3 clusters Score -8877817 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8879045.000000 Penalty: 3624.623291
	Iteration 12Q: 3 clusters Score -8879045 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8880018.000000 Penalty: 3624.623291
	Iteration 13Q: 3 clusters Score -8880018 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8880765.000000 Penalty: 3624.623291
	Iteration 14Q: 3 clusters Score -8880765 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8881307.000000 Penalty: 3624.623291
	Iteration 15Q: 3 clusters Score -8881307 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8881720.000000 Penalty: 3624.623291
	Iteration 16Q: 3 clusters Score -8881720 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8881992.000000 Penalty: 3624.623291
	Iteration 17Q: 3 clusters Score -8881992 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8882231.000000 Penalty: 3624.623291
	Iteration 18Q: 3 clusters Score -8882231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8882370.000000 Penalty: 3624.623291
	Iteration 19Q: 3 clusters Score -8882370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8882443.000000 Penalty: 3624.623291
	Iteration 20F: 3 clusters Score -8882443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8882505.000000 Penalty: 3624.623291
	Iteration 21Q: 3 clusters Score -8882505 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8882559.000000 Penalty: 3624.623291
	Iteration 22Q: 3 clusters Score -8882559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8882582.000000 Penalty: 3624.623291
	Iteration 23Q: 3 clusters Score -8882582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8882598.000000 Penalty: 3624.623291
	Iteration 24Q: 3 clusters Score -8882598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8882618.000000 Penalty: 3624.623291
	Iteration 25Q: 3 clusters Score -8882618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8882628.000000 Penalty: 3624.623291
	Iteration 26Q: 3 clusters Score -8882628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8882635.000000 Penalty: 3624.623291
	Iteration 27Q: 3 clusters Score -8882635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8882638.000000 Penalty: 3624.623291
	Iteration 28Q: 3 clusters Score -8882638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8882644.000000 Penalty: 3624.623291
	Iteration 29Q: 3 clusters Score -8882644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8882663.000000 Penalty: 3624.623291
	Iteration 30Q: 3 clusters Score -8882663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8882667.000000 Penalty: 3624.623291
	Iteration 31Q: 3 clusters Score -8882667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8882668.000000 Penalty: 3624.623291
	Iteration 32Q: 3 clusters Score -8882668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8882666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8882666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8882667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8882670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8882670.000000 Penalty: 3624.623291
	Iteration 37F: 3 clusters Score -8882670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 66207 members 
Mstep: Class 4 contains 112701 members 
Mstep: Class 6 contains 56315 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37422 members 
Mstep: Class 13 contains 22780 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72046 members 
Mstep: Class 18 contains 35403 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -6.162139e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 66170 members 
Mstep: Class 4 contains 112667 members 
Mstep: Class 6 contains 56352 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 13 contains 22786 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72069 members 
Mstep: Class 18 contains 35317 members 
Mstep: Class 19 contains 8728 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69748 members 
Entering Unmasked Estep 
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Iteration 80F: 18 clusters Score -6.162148e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 66125 members 
Mstep: Class 4 contains 112627 members 
Mstep: Class 6 contains 56384 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37421 members 
Mstep: Class 13 contains 22801 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72104 members 
Mstep: Class 18 contains 35244 members 
Mstep: Class 19 contains 8805 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69747 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -6.162161e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 66091 members 
Mstep: Class 4 contains 112582 members 
Mstep: Class 6 contains 56419 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37415 members 
Mstep: Class 13 contains 22815 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72143 members 
Mstep: Class 18 contains 35173 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69746 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -6.162148e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 66057 members 
Mstep: Class 4 contains 112531 members 
Mstep: Class 6 contains 56456 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37404 members 
Mstep: Class 13 contains 22826 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72199 members 
Mstep: Class 18 contains 35121 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69724 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -6.16215e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 66024 members 
Mstep: Class 4 contains 112455 members 
Mstep: Class 6 contains 56487 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37402 members 
Mstep: Class 13 contains 22825 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72249 members 
Mstep: Class 18 contains 35078 members 
Mstep: Class 19 contains 9032 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69706 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -6.162155e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 65996 members 
Mstep: Class 4 contains 112367 members 
Mstep: Class 6 contains 56510 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37407 members 
Mstep: Class 13 contains 22836 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 18 contains 35026 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 18 clusters Score -6.16216e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65959 members 
Mstep: Class 4 contains 112298 members 
Mstep: Class 6 contains 56545 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37402 members 
Mstep: Class 13 contains 22840 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72357 members 
Mstep: Class 18 contains 34963 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 18 clusters Score -6.162166e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 65915 members 
Mstep: Class 4 contains 112241 members 
Mstep: Class 6 contains 56574 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37398 members 
Mstep: Class 13 contains 22852 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72408 members 
Mstep: Class 18 contains 34920 members 
Mstep: Class 19 contains 9276 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 18 clusters Score -6.16218e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 65866 members 
Mstep: Class 4 contains 112186 members 
Mstep: Class 6 contains 56589 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37392 members 
Mstep: Class 13 contains 22863 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72464 members 
Mstep: Class 18 contains 34871 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69683 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -6.162186e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 65819 members 
Mstep: Class 4 contains 112101 members 
Mstep: Class 6 contains 56609 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37384 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72514 members 
Mstep: Class 18 contains 34818 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69696 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 18 clusters Score -6.162199e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 65775 members 
Mstep: Class 4 contains 112002 members 
Mstep: Class 6 contains 56615 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37386 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72552 members 
Mstep: Class 18 contains 34767 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 69702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 18 clusters Score -6.162218e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 65735 members 
Mstep: Class 4 contains 111902 members 
Mstep: Class 6 contains 56643 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37376 members 
Mstep: Class 13 contains 22909 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72597 members 
Mstep: Class 18 contains 34707 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69695 members 
Entering Unmasked Estep 
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Iteration 91Q: 18 clusters Score -6.162231e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 65698 members 
Mstep: Class 4 contains 111805 members 
Mstep: Class 6 contains 56663 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37374 members 
Mstep: Class 13 contains 22909 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72619 members 
Mstep: Class 18 contains 34655 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69685 members 
Entering Unmasked Estep 
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Iteration 92Q: 18 clusters Score -6.162247e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65661 members 
Mstep: Class 4 contains 111706 members 
Mstep: Class 6 contains 56680 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37377 members 
Mstep: Class 13 contains 22920 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72639 members 
Mstep: Class 18 contains 34611 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69655 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -6.162268e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 65638 members 
Mstep: Class 4 contains 111602 members 
Mstep: Class 6 contains 56684 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37372 members 
Mstep: Class 13 contains 22930 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72655 members 
Mstep: Class 18 contains 34560 members 
Mstep: Class 19 contains 10197 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69626 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -6.162285e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65602 members 
Mstep: Class 4 contains 111462 members 
Mstep: Class 6 contains 56687 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37375 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72675 members 
Mstep: Class 18 contains 34512 members 
Mstep: Class 19 contains 10402 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69598 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -6.162301e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65574 members 
Mstep: Class 4 contains 111285 members 
Mstep: Class 6 contains 56686 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37391 members 
Mstep: Class 13 contains 22966 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72713 members 
Mstep: Class 18 contains 34449 members 
Mstep: Class 19 contains 10627 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69571 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -6.162319e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 65526 members 
Mstep: Class 4 contains 111120 members 
Mstep: Class 6 contains 56687 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37392 members 
Mstep: Class 13 contains 22996 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72736 members 
Mstep: Class 18 contains 34398 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69553 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -6.162339e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 65481 members 
Mstep: Class 4 contains 110929 members 
Mstep: Class 6 contains 56696 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37394 members 
Mstep: Class 13 contains 23022 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72784 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 11073 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69533 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -6.162358e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 65450 members 
Mstep: Class 4 contains 110765 members 
Mstep: Class 6 contains 56709 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 855 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37393 members 
Mstep: Class 13 contains 23047 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72797 members 
Mstep: Class 18 contains 34310 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69498 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -6.162378e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65407 members 
Mstep: Class 4 contains 110552 members 
Mstep: Class 6 contains 56715 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37408 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72806 members 
Mstep: Class 18 contains 34280 members 
Mstep: Class 19 contains 11553 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69475 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -6.16239e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65366 members 
Mstep: Class 4 contains 110376 members 
Mstep: Class 6 contains 56706 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37414 members 
Mstep: Class 13 contains 23097 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72772 members 
Mstep: Class 18 contains 34246 members 
Mstep: Class 19 contains 11834 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69453 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -6.162414e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 65328 members 
Mstep: Class 4 contains 110155 members 
Mstep: Class 6 contains 56701 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37431 members 
Mstep: Class 13 contains 23125 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72730 members 
Mstep: Class 18 contains 34213 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624276.000000 Penalty: 36216.003906
Iteration 102Q: 18 clusters Score -6.162428e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 65315 members 
Mstep: Class 4 contains 109900 members 
Mstep: Class 6 contains 56694 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37444 members 
Mstep: Class 13 contains 23152 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72691 members 
Mstep: Class 18 contains 34182 members 
Mstep: Class 19 contains 12480 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624352.000000 Penalty: 36216.003906
Iteration 103Q: 18 clusters Score -6.162435e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 65313 members 
Mstep: Class 4 contains 109655 members 
Mstep: Class 6 contains 56677 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37455 members 
Mstep: Class 13 contains 23177 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72652 members 
Mstep: Class 18 contains 34148 members 
Mstep: Class 19 contains 12820 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624536.000000 Penalty: 36216.003906
Iteration 104Q: 18 clusters Score -6.162454e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 65274 members 
Mstep: Class 4 contains 109430 members 
Mstep: Class 6 contains 56655 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37452 members 
Mstep: Class 13 contains 23218 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72631 members 
Mstep: Class 18 contains 34118 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624636.000000 Penalty: 36216.003906
Iteration 105Q: 18 clusters Score -6.162464e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 65239 members 
Mstep: Class 4 contains 109172 members 
Mstep: Class 6 contains 56642 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37443 members 
Mstep: Class 13 contains 23257 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72622 members 
Mstep: Class 18 contains 34090 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624788.000000 Penalty: 36216.003906
Iteration 106Q: 18 clusters Score -6.162479e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 65211 members 
Mstep: Class 4 contains 108921 members 
Mstep: Class 6 contains 56621 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37422 members 
Mstep: Class 13 contains 23301 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72604 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 13874 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624712.000000 Penalty: 36216.003906
Iteration 107Q: 18 clusters Score -6.162471e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 65160 members 
Mstep: Class 4 contains 108688 members 
Mstep: Class 6 contains 56595 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 13 contains 23338 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72580 members 
Mstep: Class 18 contains 34042 members 
Mstep: Class 19 contains 14206 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624908.000000 Penalty: 36216.003906
Iteration 108Q: 18 clusters Score -6.162491e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 65096 members 
Mstep: Class 4 contains 108493 members 
Mstep: Class 6 contains 56534 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37431 members 
Mstep: Class 13 contains 23364 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72553 members 
Mstep: Class 18 contains 34012 members 
Mstep: Class 19 contains 14569 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625004.000000 Penalty: 36216.003906
Iteration 109Q: 18 clusters Score -6.1625e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 65043 members 
Mstep: Class 4 contains 108291 members 
Mstep: Class 6 contains 56493 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37427 members 
Mstep: Class 13 contains 23408 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72544 members 
Mstep: Class 18 contains 33979 members 
Mstep: Class 19 contains 14880 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625272.000000 Penalty: 36216.003906
Iteration 110Q: 18 clusters Score -6.162527e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 64978 members 
Mstep: Class 4 contains 108104 members 
Mstep: Class 6 contains 56444 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37415 members 
Mstep: Class 13 contains 23455 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72536 members 
Mstep: Class 18 contains 33946 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625296.000000 Penalty: 36216.003906
Iteration 111Q: 18 clusters Score -6.16253e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 64937 members 
Mstep: Class 4 contains 107883 members 
Mstep: Class 6 contains 56407 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37383 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72518 members 
Mstep: Class 18 contains 33902 members 
Mstep: Class 19 contains 15550 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625460.000000 Penalty: 36216.003906
Iteration 112Q: 18 clusters Score -6.162546e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 64880 members 
Mstep: Class 4 contains 107703 members 
Mstep: Class 6 contains 56360 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37379 members 
Mstep: Class 13 contains 23544 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72520 members 
Mstep: Class 18 contains 33865 members 
Mstep: Class 19 contains 15862 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625696.000000 Penalty: 36216.003906
Iteration 113Q: 18 clusters Score -6.16257e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 64847 members 
Mstep: Class 4 contains 107518 members 
Mstep: Class 6 contains 56324 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37362 members 
Mstep: Class 13 contains 23575 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 18 contains 33836 members 
Mstep: Class 19 contains 16179 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625784.000000 Penalty: 36216.003906
Iteration 114Q: 18 clusters Score -6.162578e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 64828 members 
Mstep: Class 4 contains 107300 members 
Mstep: Class 6 contains 56296 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37343 members 
Mstep: Class 13 contains 23594 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72502 members 
Mstep: Class 18 contains 33812 members 
Mstep: Class 19 contains 16506 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625740.000000 Penalty: 36216.003906
Iteration 115Q: 18 clusters Score -6.162574e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 64825 members 
Mstep: Class 4 contains 107067 members 
Mstep: Class 6 contains 56288 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37330 members 
Mstep: Class 13 contains 23626 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72489 members 
Mstep: Class 18 contains 33778 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625744.000000 Penalty: 36216.003906
Iteration 116Q: 18 clusters Score -6.162574e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 64842 members 
Mstep: Class 4 contains 106796 members 
Mstep: Class 6 contains 56279 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37316 members 
Mstep: Class 13 contains 23657 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72471 members 
Mstep: Class 18 contains 33753 members 
Mstep: Class 19 contains 17118 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625652.000000 Penalty: 36216.003906
Iteration 117Q: 18 clusters Score -6.162565e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 64914 members 
Mstep: Class 4 contains 106482 members 
Mstep: Class 6 contains 56279 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37301 members 
Mstep: Class 13 contains 23686 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 72482 members 
Mstep: Class 18 contains 33718 members 
Mstep: Class 19 contains 17398 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625720.000000 Penalty: 36216.003906
Iteration 118Q: 18 clusters Score -6.162572e+07 nChanged 1222
Entering ConstructFrom: 
Score: -61625720.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -540069.812500 Penalty: 1371.023438
	Iteration 0F: 2 clusters Score -540069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -536330.937500 Penalty: 2742.046875
	Iteration 0F: 3 clusters Score -536330.9 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -537416.500000 Penalty: 2742.046875
	Iteration 1F: 3 clusters Score -537416.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -537618.312500 Penalty: 2742.046875
	Iteration 2F: 3 clusters Score -537618.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -537829.625000 Penalty: 2742.046875
	Iteration 3F: 3 clusters Score -537829.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -538041.875000 Penalty: 2742.046875
	Iteration 4F: 3 clusters Score -538041.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -538276.500000 Penalty: 2742.046875
	Iteration 5F: 3 clusters Score -538276.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -538516.562500 Penalty: 2742.046875
	Iteration 6F: 3 clusters Score -538516.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -538749.437500 Penalty: 2742.046875
	Iteration 7F: 3 clusters Score -538749.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -538950.375000 Penalty: 2742.046875
	Iteration 8F: 3 clusters Score -538950.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -539080.750000 Penalty: 2742.046875
	Iteration 9Q: 3 clusters Score -539080.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -539201.687500 Penalty: 2742.046875
	Iteration 10Q: 3 clusters Score -539201.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -539280.500000 Penalty: 2742.046875
	Iteration 11Q: 3 clusters Score -539280.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -539312.562500 Penalty: 2742.046875
	Iteration 12Q: 3 clusters Score -539312.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -539332.375000 Penalty: 2742.046875
	Iteration 13Q: 3 clusters Score -539332.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -539341.750000 Penalty: 2742.046875
	Iteration 14Q: 3 clusters Score -539341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -539347.375000 Penalty: 2742.046875
	Iteration 15Q: 3 clusters Score -539347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -539350.875000 Penalty: 2742.046875
	Iteration 16Q: 3 clusters Score -539350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -539352.812500 Penalty: 2742.046875
	Iteration 17Q: 3 clusters Score -539352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -539353.187500 Penalty: 2742.046875
	Iteration 18Q: 3 clusters Score -539353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -539353.875000 Penalty: 2742.046875
	Iteration 19Q: 3 clusters Score -539353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -539354.500000 Penalty: 2742.046875
	Iteration 20F: 3 clusters Score -539354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -539355.500000 Penalty: 2742.046875
	Iteration 21Q: 3 clusters Score -539355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -539355.312500 Penalty: 2742.046875
	Iteration 22Q: 3 clusters Score -539355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -539356.062500 Penalty: 2742.046875
	Iteration 23Q: 3 clusters Score -539356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -539358.937500 Penalty: 2742.046875
	Iteration 24Q: 3 clusters Score -539358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -539358.812500 Penalty: 2742.046875
	Iteration 25Q: 3 clusters Score -539358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -539358.812500 Penalty: 2742.046875
	Iteration 26F: 3 clusters Score -539358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -635156.250000 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -635156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -631115.062500 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -631115.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -632228.687500 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -632228.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -632419.937500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -632419.9 nChanged 262
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: -632554.812500 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -632554.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -632655.125000 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -632655.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -632747.062500 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -632747.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -632846.125000 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -632846.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -632940.625000 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -632940.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -633023.812500 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -633023.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -633091.875000 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -633091.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -633201.875000 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -633201.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -633318.125000 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -633318.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -633459.312500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -633459.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -633645.375000 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -633645.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -633840.000000 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -633840 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -634017.500000 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -634017.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -634165.312500 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -634165.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -634287.687500 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -634287.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -634364.000000 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -634364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -634403.875000 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -634403.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -634421.500000 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -634421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -634427.375000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -634427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634427.625000 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -634427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -634430.750000 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -634430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634431.187500 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -634431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634432.250000 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -634432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -634432.437500 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -634432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -634434.187500 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -634434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -634433.687500 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -634433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -634434.000000 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -634434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634435.125000 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -634435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634435.125000 Penalty: 2770.677490
	Iteration 31F: 3 clusters Score -634435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Entering Unmasked Estep 
Score: -8326463.000000 Penalty: 1800.810669
	Iteration 0F: 2 clusters Score -8326463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -8283598.000000 Penalty: 3601.621338
	Iteration 0F: 3 clusters Score -8283598 nChanged 30715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8301256.000000 Penalty: 3601.621338
	Iteration 1F: 3 clusters Score -8301256 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8302431.500000 Penalty: 3601.621338
	Iteration 2Q: 3 clusters Score -8302432 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -8304444.500000 Penalty: 3601.621338
	Iteration 3F: 3 clusters Score -8304444 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8307827.000000 Penalty: 3601.621338
	Iteration 4F: 3 clusters Score -8307827 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -8312581.000000 Penalty: 3601.621338
	Iteration 5F: 3 clusters Score -8312581 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -8317876.000000 Penalty: 3601.621338
	Iteration 6F: 3 clusters Score -8317876 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -8321669.000000 Penalty: 3601.621338
	Iteration 7F: 3 clusters Score -8321669 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -8323321.000000 Penalty: 3601.621338
	Iteration 8Q: 3 clusters Score -8323321 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -8323904.000000 Penalty: 3601.621338
	Iteration 9Q: 3 clusters Score -8323904 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -8324134.500000 Penalty: 3601.621338
	Iteration 10Q: 3 clusters Score -8324134 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -8324294.500000 Penalty: 3601.621338
	Iteration 11Q: 3 clusters Score -8324294 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -8324429.000000 Penalty: 3601.621338
	Iteration 12Q: 3 clusters Score -8324429 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -8324498.500000 Penalty: 3601.621338
	Iteration 13Q: 3 clusters Score -8324498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8324544.500000 Penalty: 3601.621338
	Iteration 14Q: 3 clusters Score -8324544 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8324591.000000 Penalty: 3601.621338
	Iteration 15Q: 3 clusters Score -8324591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -8324628.500000 Penalty: 3601.621338
	Iteration 16Q: 3 clusters Score -8324628 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -8324643.000000 Penalty: 3601.621338
	Iteration 17Q: 3 clusters Score -8324643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -8324653.500000 Penalty: 3601.621338
	Iteration 18Q: 3 clusters Score -8324654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -8324673.500000 Penalty: 3601.621338
	Iteration 19Q: 3 clusters Score -8324674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -8324713.000000 Penalty: 3601.621338
	Iteration 20F: 3 clusters Score -8324713 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -8324732.500000 Penalty: 3601.621338
	Iteration 21Q: 3 clusters Score -8324732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -8324764.000000 Penalty: 3601.621338
	Iteration 22Q: 3 clusters Score -8324764 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -8324772.000000 Penalty: 3601.621338
	Iteration 23Q: 3 clusters Score -8324772 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -8324798.500000 Penalty: 3601.621338
	Iteration 24Q: 3 clusters Score -8324798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -8324832.500000 Penalty: 3601.621338
	Iteration 25Q: 3 clusters Score -8324832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -8324867.500000 Penalty: 3601.621338
	Iteration 26Q: 3 clusters Score -8324868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -8324865.000000 Penalty: 3601.621338
	Iteration 27Q: 3 clusters Score -8324865 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -8324873.000000 Penalty: 3601.621338
	Iteration 28Q: 3 clusters Score -8324873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -8324883.500000 Penalty: 3601.621338
	Iteration 29Q: 3 clusters Score -8324884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -8324890.500000 Penalty: 3601.621338
	Iteration 30Q: 3 clusters Score -8324890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8324910.500000 Penalty: 3601.621338
	Iteration 31Q: 3 clusters Score -8324910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -8324930.500000 Penalty: 3601.621338
	Iteration 32Q: 3 clusters Score -8324930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -8324937.500000 Penalty: 3601.621338
	Iteration 33Q: 3 clusters Score -8324938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8324969.500000 Penalty: 3601.621338
	Iteration 34Q: 3 clusters Score -8324970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -8324980.500000 Penalty: 3601.621338
	Iteration 35Q: 3 clusters Score -8324980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -8324992.000000 Penalty: 3601.621338
	Iteration 36Q: 3 clusters Score -8324992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -8325016.000000 Penalty: 3601.621338
	Iteration 37Q: 3 clusters Score -8325016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -8325008.500000 Penalty: 3601.621338
	Iteration 38Q: 3 clusters Score -8325008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -8325028.500000 Penalty: 3601.621338
	Iteration 39Q: 3 clusters Score -8325028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -8325057.500000 Penalty: 3601.621338
	Iteration 40F: 3 clusters Score -8325058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -8325065.500000 Penalty: 3601.621338
	Iteration 41Q: 3 clusters Score -8325066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -8325072.500000 Penalty: 3601.621338
	Iteration 42Q: 3 clusters Score -8325072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -8325072.000000 Penalty: 3601.621338
	Iteration 43Q: 3 clusters Score -8325072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -8325071.500000 Penalty: 3601.621338
	Iteration 44Q: 3 clusters Score -8325072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -8325075.000000 Penalty: 3601.621338
	Iteration 45Q: 3 clusters Score -8325075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -8325072.500000 Penalty: 3601.621338
	Iteration 46Q: 3 clusters Score -8325072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8325057.500000 Penalty: 3601.621338
	Iteration 47Q: 3 clusters Score -8325058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -8325048.000000 Penalty: 3601.621338
	Iteration 48Q: 3 clusters Score -8325048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8325064.500000 Penalty: 3601.621338
	Iteration 49Q: 3 clusters Score -8325064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -8325068.500000 Penalty: 3601.621338
	Iteration 50Q: 3 clusters Score -8325068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -8325076.000000 Penalty: 3601.621338
	Iteration 51Q: 3 clusters Score -8325076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -8325072.000000 Penalty: 3601.621338
	Iteration 52Q: 3 clusters Score -8325072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -8325083.500000 Penalty: 3601.621338
	Iteration 53Q: 3 clusters Score -8325084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -8325083.500000 Penalty: 3601.621338
	Iteration 54Q: 3 clusters Score -8325084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -8325089.000000 Penalty: 3601.621338
	Iteration 55Q: 3 clusters Score -8325089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -8325093.500000 Penalty: 3601.621338
	Iteration 56Q: 3 clusters Score -8325094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -8325091.500000 Penalty: 3601.621338
	Iteration 57Q: 3 clusters Score -8325092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -8325085.500000 Penalty: 3601.621338
	Iteration 58Q: 3 clusters Score -8325086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -8325082.000000 Penalty: 3601.621338
	Iteration 59Q: 3 clusters Score -8325082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -8325091.500000 Penalty: 3601.621338
	Iteration 60F: 3 clusters Score -8325092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -8325094.500000 Penalty: 3601.621338
	Iteration 61Q: 3 clusters Score -8325094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -8325097.500000 Penalty: 3601.621338
	Iteration 62Q: 3 clusters Score -8325098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -8325092.500000 Penalty: 3601.621338
	Iteration 63Q: 3 clusters Score -8325092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8325090.500000 Penalty: 3601.621338
	Iteration 64Q: 3 clusters Score -8325090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -8325103.500000 Penalty: 3601.621338
	Iteration 65Q: 3 clusters Score -8325104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -8325097.000000 Penalty: 3601.621338
	Iteration 66Q: 3 clusters Score -8325097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -8325095.500000 Penalty: 3601.621338
	Iteration 67Q: 3 clusters Score -8325096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -8325094.000000 Penalty: 3601.621338
	Iteration 68Q: 3 clusters Score -8325094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8325099.000000 Penalty: 3601.621338
	Iteration 69Q: 3 clusters Score -8325099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -8325096.000000 Penalty: 3601.621338
	Iteration 70Q: 3 clusters Score -8325096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -8325089.000000 Penalty: 3601.621338
	Iteration 71Q: 3 clusters Score -8325089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -8325103.000000 Penalty: 3601.621338
	Iteration 72Q: 3 clusters Score -8325103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -8325097.000000 Penalty: 3601.621338
	Iteration 73Q: 3 clusters Score -8325097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -8325102.000000 Penalty: 3601.621338
	Iteration 74Q: 3 clusters Score -8325102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -8325108.000000 Penalty: 3601.621338
	Iteration 75Q: 3 clusters Score -8325108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -8325105.000000 Penalty: 3601.621338
	Iteration 76Q: 3 clusters Score -8325105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -8325095.000000 Penalty: 3601.621338
	Iteration 77Q: 3 clusters Score -8325095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8325097.500000 Penalty: 3601.621338
	Iteration 78Q: 3 clusters Score -8325098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8325093.000000 Penalty: 3601.621338
	Iteration 79Q: 3 clusters Score -8325093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -8325085.000000 Penalty: 3601.621338
	Iteration 80F: 3 clusters Score -8325085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -8325095.500000 Penalty: 3601.621338
	Iteration 81Q: 3 clusters Score -8325096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -8325097.000000 Penalty: 3601.621338
	Iteration 82Q: 3 clusters Score -8325097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -8325096.000000 Penalty: 3601.621338
	Iteration 83Q: 3 clusters Score -8325096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -8325097.500000 Penalty: 3601.621338
	Iteration 84Q: 3 clusters Score -8325098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -8325095.500000 Penalty: 3601.621338
	Iteration 85Q: 3 clusters Score -8325096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -8325087.500000 Penalty: 3601.621338
	Iteration 86Q: 3 clusters Score -8325088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -8325101.500000 Penalty: 3601.621338
	Iteration 87Q: 3 clusters Score -8325102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8325103.500000 Penalty: 3601.621338
	Iteration 88Q: 3 clusters Score -8325104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -8325107.000000 Penalty: 3601.621338
	Iteration 89Q: 3 clusters Score -8325107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -8325104.000000 Penalty: 3601.621338
	Iteration 90Q: 3 clusters Score -8325104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -8325098.500000 Penalty: 3601.621338
	Iteration 91Q: 3 clusters Score -8325098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -8325102.500000 Penalty: 3601.621338
	Iteration 92Q: 3 clusters Score -8325102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -8325099.500000 Penalty: 3601.621338
	Iteration 93Q: 3 clusters Score -8325100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -8325096.500000 Penalty: 3601.621338
	Iteration 94Q: 3 clusters Score -8325096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8325094.500000 Penalty: 3601.621338
	Iteration 95Q: 3 clusters Score -8325094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -8325102.500000 Penalty: 3601.621338
	Iteration 96Q: 3 clusters Score -8325102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8325114.500000 Penalty: 3601.621338
	Iteration 97Q: 3 clusters Score -8325114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -8325117.500000 Penalty: 3601.621338
	Iteration 98Q: 3 clusters Score -8325118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -8325107.000000 Penalty: 3601.621338
	Iteration 99Q: 3 clusters Score -8325107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -8325107.000000 Penalty: 3601.621338
	Iteration 100F: 3 clusters Score -8325107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -8325102.500000 Penalty: 3601.621338
	Iteration 101Q: 3 clusters Score -8325102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8325103.000000 Penalty: 3601.621338
	Iteration 102Q: 3 clusters Score -8325103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8325103.000000 Penalty: 3601.621338
	Iteration 103F: 3 clusters Score -8325103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Entering Unmasked Estep 
Score: -13513552.000000 Penalty: 1880.542725
	Iteration 0F: 2 clusters Score -1.351355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -13449003.000000 Penalty: 3761.085449
	Iteration 0F: 3 clusters Score -1.3449e+07 nChanged 50905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -13478993.000000 Penalty: 3761.085449
	Iteration 1F: 3 clusters Score -1.347899e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -13480346.000000 Penalty: 3761.085449
	Iteration 2Q: 3 clusters Score -1.348035e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -13482016.000000 Penalty: 3761.085449
	Iteration 3Q: 3 clusters Score -1.348202e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -13484400.000000 Penalty: 3761.085449
	Iteration 4Q: 3 clusters Score -1.34844e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -13487903.000000 Penalty: 3761.085449
	Iteration 5F: 3 clusters Score -1.34879e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -13492352.000000 Penalty: 3761.085449
	Iteration 6F: 3 clusters Score -1.349235e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -13497444.000000 Penalty: 3761.085449
	Iteration 7F: 3 clusters Score -1.349744e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -13501496.000000 Penalty: 3761.085449
	Iteration 8F: 3 clusters Score -1.35015e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -13503515.000000 Penalty: 3761.085449
	Iteration 9Q: 3 clusters Score -1.350352e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -13504341.000000 Penalty: 3761.085449
	Iteration 10Q: 3 clusters Score -1.350434e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -13504710.000000 Penalty: 3761.085449
	Iteration 11Q: 3 clusters Score -1.350471e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -13504931.000000 Penalty: 3761.085449
	Iteration 12Q: 3 clusters Score -1.350493e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -13504985.000000 Penalty: 3761.085449
	Iteration 13Q: 3 clusters Score -1.350498e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -13505196.000000 Penalty: 3761.085449
	Iteration 14Q: 3 clusters Score -1.35052e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -13505267.000000 Penalty: 3761.085449
	Iteration 15Q: 3 clusters Score -1.350527e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -13505354.000000 Penalty: 3761.085449
	Iteration 16Q: 3 clusters Score -1.350535e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -13505405.000000 Penalty: 3761.085449
	Iteration 17Q: 3 clusters Score -1.35054e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -13505473.000000 Penalty: 3761.085449
	Iteration 18Q: 3 clusters Score -1.350547e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -13505534.000000 Penalty: 3761.085449
	Iteration 19Q: 3 clusters Score -1.350553e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -13505556.000000 Penalty: 3761.085449
	Iteration 20F: 3 clusters Score -1.350556e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -13505590.000000 Penalty: 3761.085449
	Iteration 21Q: 3 clusters Score -1.350559e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -13505656.000000 Penalty: 3761.085449
	Iteration 22Q: 3 clusters Score -1.350566e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -13505691.000000 Penalty: 3761.085449
	Iteration 23Q: 3 clusters Score -1.350569e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -13505728.000000 Penalty: 3761.085449
	Iteration 24Q: 3 clusters Score -1.350573e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -13505813.000000 Penalty: 3761.085449
	Iteration 25Q: 3 clusters Score -1.350581e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -13505884.000000 Penalty: 3761.085449
	Iteration 26Q: 3 clusters Score -1.350588e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -13505931.000000 Penalty: 3761.085449
	Iteration 27Q: 3 clusters Score -1.350593e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -13505962.000000 Penalty: 3761.085449
	Iteration 28Q: 3 clusters Score -1.350596e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -13505989.000000 Penalty: 3761.085449
	Iteration 29Q: 3 clusters Score -1.350599e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -13506087.000000 Penalty: 3761.085449
	Iteration 30Q: 3 clusters Score -1.350609e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -13506164.000000 Penalty: 3761.085449
	Iteration 31Q: 3 clusters Score -1.350616e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -13506271.000000 Penalty: 3761.085449
	Iteration 32Q: 3 clusters Score -1.350627e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -13506348.000000 Penalty: 3761.085449
	Iteration 33Q: 3 clusters Score -1.350635e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -13506486.000000 Penalty: 3761.085449
	Iteration 34Q: 3 clusters Score -1.350649e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -13506542.000000 Penalty: 3761.085449
	Iteration 35Q: 3 clusters Score -1.350654e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -13506597.000000 Penalty: 3761.085449
	Iteration 36Q: 3 clusters Score -1.35066e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -13506672.000000 Penalty: 3761.085449
	Iteration 37Q: 3 clusters Score -1.350667e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -13506817.000000 Penalty: 3761.085449
	Iteration 38Q: 3 clusters Score -1.350682e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -13506877.000000 Penalty: 3761.085449
	Iteration 39Q: 3 clusters Score -1.350688e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -13506967.000000 Penalty: 3761.085449
	Iteration 40F: 3 clusters Score -1.350697e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -13507017.000000 Penalty: 3761.085449
	Iteration 41Q: 3 clusters Score -1.350702e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -13507203.000000 Penalty: 3761.085449
	Iteration 42Q: 3 clusters Score -1.35072e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -13507384.000000 Penalty: 3761.085449
	Iteration 43Q: 3 clusters Score -1.350738e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -13507465.000000 Penalty: 3761.085449
	Iteration 44Q: 3 clusters Score -1.350746e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -13507594.000000 Penalty: 3761.085449
	Iteration 45Q: 3 clusters Score -1.350759e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -13507661.000000 Penalty: 3761.085449
	Iteration 46Q: 3 clusters Score -1.350766e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -13507719.000000 Penalty: 3761.085449
	Iteration 47Q: 3 clusters Score -1.350772e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -13507860.000000 Penalty: 3761.085449
	Iteration 48Q: 3 clusters Score -1.350786e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -13507962.000000 Penalty: 3761.085449
	Iteration 49Q: 3 clusters Score -1.350796e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -13508121.000000 Penalty: 3761.085449
	Iteration 50Q: 3 clusters Score -1.350812e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -13508215.000000 Penalty: 3761.085449
	Iteration 51Q: 3 clusters Score -1.350822e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -13508386.000000 Penalty: 3761.085449
	Iteration 52Q: 3 clusters Score -1.350839e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -13508495.000000 Penalty: 3761.085449
	Iteration 53Q: 3 clusters Score -1.35085e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -13508637.000000 Penalty: 3761.085449
	Iteration 54Q: 3 clusters Score -1.350864e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -13508773.000000 Penalty: 3761.085449
	Iteration 55Q: 3 clusters Score -1.350877e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -13508912.000000 Penalty: 3761.085449
	Iteration 56Q: 3 clusters Score -1.350891e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -13509065.000000 Penalty: 3761.085449
	Iteration 57Q: 3 clusters Score -1.350906e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -13509138.000000 Penalty: 3761.085449
	Iteration 58Q: 3 clusters Score -1.350914e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -13509224.000000 Penalty: 3761.085449
	Iteration 59Q: 3 clusters Score -1.350922e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -13509315.000000 Penalty: 3761.085449
	Iteration 60F: 3 clusters Score -1.350932e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -13509411.000000 Penalty: 3761.085449
	Iteration 61Q: 3 clusters Score -1.350941e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -13509541.000000 Penalty: 3761.085449
	Iteration 62Q: 3 clusters Score -1.350954e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -13509682.000000 Penalty: 3761.085449
	Iteration 63Q: 3 clusters Score -1.350968e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -13509797.000000 Penalty: 3761.085449
	Iteration 64Q: 3 clusters Score -1.35098e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -13509857.000000 Penalty: 3761.085449
	Iteration 65Q: 3 clusters Score -1.350986e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -13509967.000000 Penalty: 3761.085449
	Iteration 66Q: 3 clusters Score -1.350997e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -13510058.000000 Penalty: 3761.085449
	Iteration 67Q: 3 clusters Score -1.351006e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -13510100.000000 Penalty: 3761.085449
	Iteration 68Q: 3 clusters Score -1.35101e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -13510137.000000 Penalty: 3761.085449
	Iteration 69Q: 3 clusters Score -1.351014e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -13510192.000000 Penalty: 3761.085449
	Iteration 70Q: 3 clusters Score -1.351019e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -13510241.000000 Penalty: 3761.085449
	Iteration 71Q: 3 clusters Score -1.351024e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -13510281.000000 Penalty: 3761.085449
	Iteration 72Q: 3 clusters Score -1.351028e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -13510306.000000 Penalty: 3761.085449
	Iteration 73Q: 3 clusters Score -1.351031e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -13510326.000000 Penalty: 3761.085449
	Iteration 74Q: 3 clusters Score -1.351033e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -13510375.000000 Penalty: 3761.085449
	Iteration 75Q: 3 clusters Score -1.351038e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -13510451.000000 Penalty: 3761.085449
	Iteration 76Q: 3 clusters Score -1.351045e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -13510482.000000 Penalty: 3761.085449
	Iteration 77Q: 3 clusters Score -1.351048e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13510568.000000 Penalty: 3761.085449
	Iteration 78Q: 3 clusters Score -1.351057e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -13510586.000000 Penalty: 3761.085449
	Iteration 79Q: 3 clusters Score -1.351059e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -13510636.000000 Penalty: 3761.085449
	Iteration 80F: 3 clusters Score -1.351064e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103205 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -13510664.000000 Penalty: 3761.085449
	Iteration 81Q: 3 clusters Score -1.351066e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -13510712.000000 Penalty: 3761.085449
	Iteration 82Q: 3 clusters Score -1.351071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13510772.000000 Penalty: 3761.085449
	Iteration 83Q: 3 clusters Score -1.351077e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13510777.000000 Penalty: 3761.085449
	Iteration 84Q: 3 clusters Score -1.351078e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13510793.000000 Penalty: 3761.085449
	Iteration 85Q: 3 clusters Score -1.351079e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13510824.000000 Penalty: 3761.085449
	Iteration 86Q: 3 clusters Score -1.351082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13510836.000000 Penalty: 3761.085449
	Iteration 87Q: 3 clusters Score -1.351084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13510852.000000 Penalty: 3761.085449
	Iteration 88Q: 3 clusters Score -1.351085e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13510856.000000 Penalty: 3761.085449
	Iteration 89Q: 3 clusters Score -1.351086e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13510876.000000 Penalty: 3761.085449
	Iteration 90Q: 3 clusters Score -1.351088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13510885.000000 Penalty: 3761.085449
	Iteration 91Q: 3 clusters Score -1.351088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13510892.000000 Penalty: 3761.085449
	Iteration 92Q: 3 clusters Score -1.351089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -13510908.000000 Penalty: 3761.085449
	Iteration 93Q: 3 clusters Score -1.351091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -13510909.000000 Penalty: 3761.085449
	Iteration 94Q: 3 clusters Score -1.351091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -13510905.000000 Penalty: 3761.085449
	Iteration 95Q: 3 clusters Score -1.35109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13510914.000000 Penalty: 3761.085449
	Iteration 96Q: 3 clusters Score -1.351091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -13510914.000000 Penalty: 3761.085449
	Iteration 97Q: 3 clusters Score -1.351091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13510912.000000 Penalty: 3761.085449
	Iteration 98Q: 3 clusters Score -1.351091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13510918.000000 Penalty: 3761.085449
	Iteration 99Q: 3 clusters Score -1.351092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -13510928.000000 Penalty: 3761.085449
	Iteration 100F: 3 clusters Score -1.351093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13510933.000000 Penalty: 3761.085449
	Iteration 101Q: 3 clusters Score -1.351093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -13510922.000000 Penalty: 3761.085449
	Iteration 102Q: 3 clusters Score -1.351092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -13510926.000000 Penalty: 3761.085449
	Iteration 103Q: 3 clusters Score -1.351093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -13510943.000000 Penalty: 3761.085449
	Iteration 104Q: 3 clusters Score -1.351094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -13510949.000000 Penalty: 3761.085449
	Iteration 105Q: 3 clusters Score -1.351095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13510949.000000 Penalty: 3761.085449
	Iteration 106Q: 3 clusters Score -1.351095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13510950.000000 Penalty: 3761.085449
	Iteration 107Q: 3 clusters Score -1.351095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13510945.000000 Penalty: 3761.085449
	Iteration 108Q: 3 clusters Score -1.351094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13510947.000000 Penalty: 3761.085449
	Iteration 109Q: 3 clusters Score -1.351095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -13510955.000000 Penalty: 3761.085449
	Iteration 110Q: 3 clusters Score -1.351096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -13510955.000000 Penalty: 3761.085449
	Iteration 111F: 3 clusters Score -1.351096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Entering Unmasked Estep 
Score: -7178100.000000 Penalty: 1777.486450
	Iteration 0F: 2 clusters Score -7178100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -7140584.000000 Penalty: 3554.972900
	Iteration 0F: 3 clusters Score -7140584 nChanged 26449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -7155563.000000 Penalty: 3554.972900
	Iteration 1F: 3 clusters Score -7155563 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -7155972.500000 Penalty: 3554.972900
	Iteration 2Q: 3 clusters Score -7155972 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7156428.500000 Penalty: 3554.972900
	Iteration 3Q: 3 clusters Score -7156428 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -7156931.500000 Penalty: 3554.972900
	Iteration 4Q: 3 clusters Score -7156932 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -7157420.500000 Penalty: 3554.972900
	Iteration 5Q: 3 clusters Score -7157420 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7158045.000000 Penalty: 3554.972900
	Iteration 6Q: 3 clusters Score -7158045 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -7159024.500000 Penalty: 3554.972900
	Iteration 7Q: 3 clusters Score -7159024 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -7160417.000000 Penalty: 3554.972900
	Iteration 8Q: 3 clusters Score -7160417 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -7162650.500000 Penalty: 3554.972900
	Iteration 9F: 3 clusters Score -7162650 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -7165374.500000 Penalty: 3554.972900
	Iteration 10F: 3 clusters Score -7165374 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -7168000.500000 Penalty: 3554.972900
	Iteration 11F: 3 clusters Score -7168000 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7169363.500000 Penalty: 3554.972900
	Iteration 12Q: 3 clusters Score -7169364 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7170060.500000 Penalty: 3554.972900
	Iteration 13Q: 3 clusters Score -7170060 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -7170539.500000 Penalty: 3554.972900
	Iteration 14Q: 3 clusters Score -7170540 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7170950.500000 Penalty: 3554.972900
	Iteration 15Q: 3 clusters Score -7170950 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7171418.500000 Penalty: 3554.972900
	Iteration 16Q: 3 clusters Score -7171418 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -7171819.000000 Penalty: 3554.972900
	Iteration 17Q: 3 clusters Score -7171819 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -7172259.000000 Penalty: 3554.972900
	Iteration 18Q: 3 clusters Score -7172259 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -7172695.500000 Penalty: 3554.972900
	Iteration 19Q: 3 clusters Score -7172696 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -7173114.000000 Penalty: 3554.972900
	Iteration 20F: 3 clusters Score -7173114 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -7173433.000000 Penalty: 3554.972900
	Iteration 21Q: 3 clusters Score -7173433 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -7173708.500000 Penalty: 3554.972900
	Iteration 22Q: 3 clusters Score -7173708 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -7173964.500000 Penalty: 3554.972900
	Iteration 23Q: 3 clusters Score -7173964 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -7174193.000000 Penalty: 3554.972900
	Iteration 24Q: 3 clusters Score -7174193 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -7174362.500000 Penalty: 3554.972900
	Iteration 25Q: 3 clusters Score -7174362 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7174500.500000 Penalty: 3554.972900
	Iteration 26Q: 3 clusters Score -7174500 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -7174618.500000 Penalty: 3554.972900
	Iteration 27Q: 3 clusters Score -7174618 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -7174701.000000 Penalty: 3554.972900
	Iteration 28Q: 3 clusters Score -7174701 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -7174800.000000 Penalty: 3554.972900
	Iteration 29Q: 3 clusters Score -7174800 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -7174878.000000 Penalty: 3554.972900
	Iteration 30Q: 3 clusters Score -7174878 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7174969.500000 Penalty: 3554.972900
	Iteration 31Q: 3 clusters Score -7174970 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -7175067.000000 Penalty: 3554.972900
	Iteration 32Q: 3 clusters Score -7175067 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -7175132.000000 Penalty: 3554.972900
	Iteration 33Q: 3 clusters Score -7175132 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -7175214.000000 Penalty: 3554.972900
	Iteration 34Q: 3 clusters Score -7175214 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7175298.500000 Penalty: 3554.972900
	Iteration 35Q: 3 clusters Score -7175298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -7175350.000000 Penalty: 3554.972900
	Iteration 36Q: 3 clusters Score -7175350 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -7175392.000000 Penalty: 3554.972900
	Iteration 37Q: 3 clusters Score -7175392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -7175449.500000 Penalty: 3554.972900
	Iteration 38Q: 3 clusters Score -7175450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7175505.000000 Penalty: 3554.972900
	Iteration 39Q: 3 clusters Score -7175505 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -7175562.500000 Penalty: 3554.972900
	Iteration 40F: 3 clusters Score -7175562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -7175606.000000 Penalty: 3554.972900
	Iteration 41Q: 3 clusters Score -7175606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7175673.000000 Penalty: 3554.972900
	Iteration 42Q: 3 clusters Score -7175673 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -7175713.500000 Penalty: 3554.972900
	Iteration 43Q: 3 clusters Score -7175714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -7175774.500000 Penalty: 3554.972900
	Iteration 44Q: 3 clusters Score -7175774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7175825.000000 Penalty: 3554.972900
	Iteration 45Q: 3 clusters Score -7175825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -7175876.000000 Penalty: 3554.972900
	Iteration 46Q: 3 clusters Score -7175876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -7175917.000000 Penalty: 3554.972900
	Iteration 47Q: 3 clusters Score -7175917 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -7175966.500000 Penalty: 3554.972900
	Iteration 48Q: 3 clusters Score -7175966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7176010.000000 Penalty: 3554.972900
	Iteration 49Q: 3 clusters Score -7176010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7176048.000000 Penalty: 3554.972900
	Iteration 50Q: 3 clusters Score -7176048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7176108.000000 Penalty: 3554.972900
	Iteration 51Q: 3 clusters Score -7176108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -7176148.500000 Penalty: 3554.972900
	Iteration 52Q: 3 clusters Score -7176148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -7176186.000000 Penalty: 3554.972900
	Iteration 53Q: 3 clusters Score -7176186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7176223.500000 Penalty: 3554.972900
	Iteration 54Q: 3 clusters Score -7176224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -7176253.000000 Penalty: 3554.972900
	Iteration 55Q: 3 clusters Score -7176253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7176296.000000 Penalty: 3554.972900
	Iteration 56Q: 3 clusters Score -7176296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -7176316.500000 Penalty: 3554.972900
	Iteration 57Q: 3 clusters Score -7176316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7176331.000000 Penalty: 3554.972900
	Iteration 58Q: 3 clusters Score -7176331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -7176359.000000 Penalty: 3554.972900
	Iteration 59Q: 3 clusters Score -7176359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -7176371.000000 Penalty: 3554.972900
	Iteration 60F: 3 clusters Score -7176371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7176393.000000 Penalty: 3554.972900
	Iteration 61Q: 3 clusters Score -7176393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -7176403.500000 Penalty: 3554.972900
	Iteration 62Q: 3 clusters Score -7176404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -7176392.000000 Penalty: 3554.972900
	Iteration 63Q: 3 clusters Score -7176392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7176415.500000 Penalty: 3554.972900
	Iteration 64Q: 3 clusters Score -7176416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -7176434.000000 Penalty: 3554.972900
	Iteration 65Q: 3 clusters Score -7176434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7176445.500000 Penalty: 3554.972900
	Iteration 66Q: 3 clusters Score -7176446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -7176467.000000 Penalty: 3554.972900
	Iteration 67Q: 3 clusters Score -7176467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7176473.500000 Penalty: 3554.972900
	Iteration 68Q: 3 clusters Score -7176474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7176481.000000 Penalty: 3554.972900
	Iteration 69Q: 3 clusters Score -7176481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7176494.000000 Penalty: 3554.972900
	Iteration 70Q: 3 clusters Score -7176494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -7176505.500000 Penalty: 3554.972900
	Iteration 71Q: 3 clusters Score -7176506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -7176502.500000 Penalty: 3554.972900
	Iteration 72Q: 3 clusters Score -7176502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -7176505.500000 Penalty: 3554.972900
	Iteration 73Q: 3 clusters Score -7176506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -7176501.500000 Penalty: 3554.972900
	Iteration 74Q: 3 clusters Score -7176502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -7176502.500000 Penalty: 3554.972900
	Iteration 75Q: 3 clusters Score -7176502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -7176502.000000 Penalty: 3554.972900
	Iteration 76Q: 3 clusters Score -7176502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7176505.000000 Penalty: 3554.972900
	Iteration 77Q: 3 clusters Score -7176505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7176506.500000 Penalty: 3554.972900
	Iteration 78Q: 3 clusters Score -7176506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -7176513.000000 Penalty: 3554.972900
	Iteration 79Q: 3 clusters Score -7176513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7176515.000000 Penalty: 3554.972900
	Iteration 80F: 3 clusters Score -7176515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -7176515.500000 Penalty: 3554.972900
	Iteration 81Q: 3 clusters Score -7176516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7176507.500000 Penalty: 3554.972900
	Iteration 82Q: 3 clusters Score -7176508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7176506.000000 Penalty: 3554.972900
	Iteration 83Q: 3 clusters Score -7176506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7176507.000000 Penalty: 3554.972900
	Iteration 84Q: 3 clusters Score -7176507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -7176510.000000 Penalty: 3554.972900
	Iteration 85Q: 3 clusters Score -7176510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7176518.000000 Penalty: 3554.972900
	Iteration 86Q: 3 clusters Score -7176518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7176515.500000 Penalty: 3554.972900
	Iteration 87Q: 3 clusters Score -7176516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7176516.500000 Penalty: 3554.972900
	Iteration 88Q: 3 clusters Score -7176516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7176517.500000 Penalty: 3554.972900
	Iteration 89Q: 3 clusters Score -7176518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7176516.000000 Penalty: 3554.972900
	Iteration 90Q: 3 clusters Score -7176516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -7176515.000000 Penalty: 3554.972900
	Iteration 91Q: 3 clusters Score -7176515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7176519.000000 Penalty: 3554.972900
	Iteration 92Q: 3 clusters Score -7176519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -7176520.000000 Penalty: 3554.972900
	Iteration 93Q: 3 clusters Score -7176520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -7176521.500000 Penalty: 3554.972900
	Iteration 94Q: 3 clusters Score -7176522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -7176522.000000 Penalty: 3554.972900
	Iteration 95Q: 3 clusters Score -7176522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7176524.500000 Penalty: 3554.972900
	Iteration 96Q: 3 clusters Score -7176524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -7176526.000000 Penalty: 3554.972900
	Iteration 97Q: 3 clusters Score -7176526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -7176526.500000 Penalty: 3554.972900
	Iteration 98Q: 3 clusters Score -7176526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7176528.500000 Penalty: 3554.972900
	Iteration 99Q: 3 clusters Score -7176528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7176523.000000 Penalty: 3554.972900
	Iteration 100F: 3 clusters Score -7176523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -7176524.500000 Penalty: 3554.972900
	Iteration 101Q: 3 clusters Score -7176524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7176527.500000 Penalty: 3554.972900
	Iteration 102Q: 3 clusters Score -7176528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -7176530.500000 Penalty: 3554.972900
	Iteration 103Q: 3 clusters Score -7176530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7176527.000000 Penalty: 3554.972900
	Iteration 104Q: 3 clusters Score -7176527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7176528.000000 Penalty: 3554.972900
	Iteration 105Q: 3 clusters Score -7176528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7176530.000000 Penalty: 3554.972900
	Iteration 106Q: 3 clusters Score -7176530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7176528.500000 Penalty: 3554.972900
	Iteration 107Q: 3 clusters Score -7176528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -7176525.000000 Penalty: 3554.972900
	Iteration 108Q: 3 clusters Score -7176525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7176532.000000 Penalty: 3554.972900
	Iteration 109Q: 3 clusters Score -7176532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7176530.000000 Penalty: 3554.972900
	Iteration 110Q: 3 clusters Score -7176530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7176532.500000 Penalty: 3554.972900
	Iteration 111Q: 3 clusters Score -7176532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -7176546.500000 Penalty: 3554.972900
	Iteration 112Q: 3 clusters Score -7176546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -7176554.000000 Penalty: 3554.972900
	Iteration 113Q: 3 clusters Score -7176554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -7176563.500000 Penalty: 3554.972900
	Iteration 114Q: 3 clusters Score -7176564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7176562.000000 Penalty: 3554.972900
	Iteration 115Q: 3 clusters Score -7176562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7176562.000000 Penalty: 3554.972900
	Iteration 116F: 3 clusters Score -7176562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -15289.832031 Penalty: 835.520325
	Iteration 0F: 2 clusters Score -15289.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14834.381836 Penalty: 1671.040649
	Iteration 0F: 3 clusters Score -14834.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14935.220703 Penalty: 1671.040649
	Iteration 1F: 3 clusters Score -14935.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -14992.926758 Penalty: 1671.040649
	Iteration 2F: 3 clusters Score -14992.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -15000.442383 Penalty: 1671.040649
	Iteration 3Q: 3 clusters Score -15000.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -15000.442383 Penalty: 1671.040649
	Iteration 4F: 3 clusters Score -15000.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -109689.812500 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -109689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108315.234375 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -108315.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108551.875000 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -108551.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -108630.476562 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -108630.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108656.765625 Penalty: 2201.622803
	Iteration 3Q: 3 clusters Score -108656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108663.617188 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -108663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108668.679688 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -108668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -108672.781250 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -108672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108674.921875 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -108674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108680.367188 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -108680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108684.101562 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -108684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108686.468750 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -108686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108687.132812 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -108687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108687.132812 Penalty: 2201.622803
	Iteration 12F: 3 clusters Score -108687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -46488.558594 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -46488.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45626.847656 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -45626.85 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46176.945312 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -46176.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46590.312500 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -46590.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46851.804688 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -46851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46889.429688 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -46889.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46894.128906 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -46894.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46896.058594 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -46896.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46896.058594 Penalty: 2004.442871
	Iteration 7F: 3 clusters Score -46896.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 64985 members 
Mstep: Class 4 contains 106146 members 
Mstep: Class 5 contains 382 members 
Mstep: Class 6 contains 56296 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 95 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37275 members 
Mstep: Class 13 contains 23713 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72478 members 
Mstep: Class 18 contains 33699 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68974 members 
Entering Unmasked Estep 
Score: -61625024.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61625720.000000 to -61625024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15939.309570 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15939.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16108.424805 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16108.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16148.160156 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16148.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16153.915039 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16153.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16154.863281 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16154.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16154.863281 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -16154.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Entering Unmasked Estep 
Score: -4556404.000000 Penalty: 1710.487671
	Iteration 0F: 2 clusters Score -4556404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4531385.500000 Penalty: 3420.975342
	Iteration 0F: 3 clusters Score -4531386 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4541037.000000 Penalty: 3420.975342
	Iteration 1F: 3 clusters Score -4541037 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4541478.000000 Penalty: 3420.975342
	Iteration 2Q: 3 clusters Score -4541478 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4541968.500000 Penalty: 3420.975342
	Iteration 3Q: 3 clusters Score -4541968 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -4542606.000000 Penalty: 3420.975342
	Iteration 4Q: 3 clusters Score -4542606 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4543624.000000 Penalty: 3420.975342
	Iteration 5F: 3 clusters Score -4543624 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -4545222.500000 Penalty: 3420.975342
	Iteration 6F: 3 clusters Score -4545222 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4547528.000000 Penalty: 3420.975342
	Iteration 7F: 3 clusters Score -4547528 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4550077.500000 Penalty: 3420.975342
	Iteration 8F: 3 clusters Score -4550078 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4552174.000000 Penalty: 3420.975342
	Iteration 9F: 3 clusters Score -4552174 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4553458.500000 Penalty: 3420.975342
	Iteration 10Q: 3 clusters Score -4553458 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4554118.000000 Penalty: 3420.975342
	Iteration 11Q: 3 clusters Score -4554118 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4554461.500000 Penalty: 3420.975342
	Iteration 12Q: 3 clusters Score -4554462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4554638.000000 Penalty: 3420.975342
	Iteration 13Q: 3 clusters Score -4554638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4554741.000000 Penalty: 3420.975342
	Iteration 14Q: 3 clusters Score -4554741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4554811.000000 Penalty: 3420.975342
	Iteration 15Q: 3 clusters Score -4554811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4554856.500000 Penalty: 3420.975342
	Iteration 16Q: 3 clusters Score -4554856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4554890.000000 Penalty: 3420.975342
	Iteration 17Q: 3 clusters Score -4554890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4554912.000000 Penalty: 3420.975342
	Iteration 18Q: 3 clusters Score -4554912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4554927.000000 Penalty: 3420.975342
	Iteration 19Q: 3 clusters Score -4554927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4554938.000000 Penalty: 3420.975342
	Iteration 20F: 3 clusters Score -4554938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4554946.000000 Penalty: 3420.975342
	Iteration 21Q: 3 clusters Score -4554946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4554948.500000 Penalty: 3420.975342
	Iteration 22Q: 3 clusters Score -4554948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4554954.000000 Penalty: 3420.975342
	Iteration 23Q: 3 clusters Score -4554954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4554951.500000 Penalty: 3420.975342
	Iteration 24Q: 3 clusters Score -4554952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4554956.000000 Penalty: 3420.975342
	Iteration 25Q: 3 clusters Score -4554956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4554954.500000 Penalty: 3420.975342
	Iteration 26Q: 3 clusters Score -4554954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4554956.000000 Penalty: 3420.975342
	Iteration 27Q: 3 clusters Score -4554956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4554959.500000 Penalty: 3420.975342
	Iteration 28Q: 3 clusters Score -4554960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4554960.500000 Penalty: 3420.975342
	Iteration 29Q: 3 clusters Score -4554960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4554964.500000 Penalty: 3420.975342
	Iteration 30Q: 3 clusters Score -4554964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4554962.000000 Penalty: 3420.975342
	Iteration 31Q: 3 clusters Score -4554962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4554962.000000 Penalty: 3420.975342
	Iteration 32F: 3 clusters Score -4554962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Entering Unmasked Estep 
Score: -3005764.000000 Penalty: 1636.989136
	Iteration 0F: 2 clusters Score -3005764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2989726.250000 Penalty: 3273.978271
	Iteration 0F: 3 clusters Score -2989726 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2995488.000000 Penalty: 3273.978271
	Iteration 1F: 3 clusters Score -2995488 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2995820.000000 Penalty: 3273.978271
	Iteration 2Q: 3 clusters Score -2995820 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2996203.500000 Penalty: 3273.978271
	Iteration 3Q: 3 clusters Score -2996204 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2996789.750000 Penalty: 3273.978271
	Iteration 4F: 3 clusters Score -2996790 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2997674.750000 Penalty: 3273.978271
	Iteration 5F: 3 clusters Score -2997675 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2998991.500000 Penalty: 3273.978271
	Iteration 6F: 3 clusters Score -2998992 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3000667.250000 Penalty: 3273.978271
	Iteration 7F: 3 clusters Score -3000667 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3002331.750000 Penalty: 3273.978271
	Iteration 8F: 3 clusters Score -3002332 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3003497.250000 Penalty: 3273.978271
	Iteration 9F: 3 clusters Score -3003497 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3004135.750000 Penalty: 3273.978271
	Iteration 10Q: 3 clusters Score -3004136 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3004435.500000 Penalty: 3273.978271
	Iteration 11Q: 3 clusters Score -3004436 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3004566.250000 Penalty: 3273.978271
	Iteration 12Q: 3 clusters Score -3004566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3004641.250000 Penalty: 3273.978271
	Iteration 13Q: 3 clusters Score -3004641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3004677.000000 Penalty: 3273.978271
	Iteration 14Q: 3 clusters Score -3004677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3004695.250000 Penalty: 3273.978271
	Iteration 15Q: 3 clusters Score -3004695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3004724.000000 Penalty: 3273.978271
	Iteration 16Q: 3 clusters Score -3004724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3004732.250000 Penalty: 3273.978271
	Iteration 17Q: 3 clusters Score -3004732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3004735.250000 Penalty: 3273.978271
	Iteration 18Q: 3 clusters Score -3004735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3004738.250000 Penalty: 3273.978271
	Iteration 19Q: 3 clusters Score -3004738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3004738.500000 Penalty: 3273.978271
	Iteration 20F: 3 clusters Score -3004738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3004748.250000 Penalty: 3273.978271
	Iteration 21Q: 3 clusters Score -3004748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3004748.000000 Penalty: 3273.978271
	Iteration 22Q: 3 clusters Score -3004748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3004748.500000 Penalty: 3273.978271
	Iteration 23Q: 3 clusters Score -3004748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3004748.750000 Penalty: 3273.978271
	Iteration 24Q: 3 clusters Score -3004749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3004748.750000 Penalty: 3273.978271
	Iteration 25F: 3 clusters Score -3004749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -82149.296875 Penalty: 1070.028564
	Iteration 0F: 2 clusters Score -82149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80950.304688 Penalty: 2140.057129
	Iteration 0F: 3 clusters Score -80950.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81180.976562 Penalty: 2140.057129
	Iteration 1F: 3 clusters Score -81180.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81247.320312 Penalty: 2140.057129
	Iteration 2F: 3 clusters Score -81247.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81290.156250 Penalty: 2140.057129
	Iteration 3Q: 3 clusters Score -81290.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81307.312500 Penalty: 2140.057129
	Iteration 4Q: 3 clusters Score -81307.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81312.781250 Penalty: 2140.057129
	Iteration 5Q: 3 clusters Score -81312.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81315.953125 Penalty: 2140.057129
	Iteration 6Q: 3 clusters Score -81315.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81315.953125 Penalty: 2140.057129
	Iteration 7F: 3 clusters Score -81315.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Entering Unmasked Estep 
Score: -9278776.000000 Penalty: 1818.543701
	Iteration 0F: 2 clusters Score -9278776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9231468.000000 Penalty: 3637.087402
	Iteration 0F: 3 clusters Score -9231468 nChanged 34488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9251079.000000 Penalty: 3637.087402
	Iteration 1F: 3 clusters Score -9251079 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -9251770.000000 Penalty: 3637.087402
	Iteration 2Q: 3 clusters Score -9251770 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -9252640.000000 Penalty: 3637.087402
	Iteration 3Q: 3 clusters Score -9252640 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -9254145.000000 Penalty: 3637.087402
	Iteration 4Q: 3 clusters Score -9254145 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -9257034.000000 Penalty: 3637.087402
	Iteration 5F: 3 clusters Score -9257034 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -9262063.000000 Penalty: 3637.087402
	Iteration 6F: 3 clusters Score -9262063 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -9268482.000000 Penalty: 3637.087402
	Iteration 7F: 3 clusters Score -9268482 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9273907.000000 Penalty: 3637.087402
	Iteration 8F: 3 clusters Score -9273907 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9276231.000000 Penalty: 3637.087402
	Iteration 9Q: 3 clusters Score -9276231 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9276918.000000 Penalty: 3637.087402
	Iteration 10Q: 3 clusters Score -9276918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9277068.000000 Penalty: 3637.087402
	Iteration 11Q: 3 clusters Score -9277068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9277131.000000 Penalty: 3637.087402
	Iteration 12Q: 3 clusters Score -9277131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9277153.000000 Penalty: 3637.087402
	Iteration 13Q: 3 clusters Score -9277153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9277192.000000 Penalty: 3637.087402
	Iteration 14Q: 3 clusters Score -9277192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9277212.000000 Penalty: 3637.087402
	Iteration 15Q: 3 clusters Score -9277212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9277221.000000 Penalty: 3637.087402
	Iteration 16Q: 3 clusters Score -9277221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9277235.000000 Penalty: 3637.087402
	Iteration 17Q: 3 clusters Score -9277235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9277235.000000 Penalty: 3637.087402
	Iteration 18Q: 3 clusters Score -9277235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9277236.000000 Penalty: 3637.087402
	Iteration 19Q: 3 clusters Score -9277236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9277240.000000 Penalty: 3637.087402
	Iteration 20F: 3 clusters Score -9277240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Entering Unmasked Estep 
Score: -4291551.000000 Penalty: 1694.098755
	Iteration 0F: 2 clusters Score -4291551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -4268822.000000 Penalty: 3388.197510
	Iteration 0F: 3 clusters Score -4268822 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4277491.500000 Penalty: 3388.197510
	Iteration 1F: 3 clusters Score -4277492 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4277875.000000 Penalty: 3388.197510
	Iteration 2Q: 3 clusters Score -4277875 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4278223.500000 Penalty: 3388.197510
	Iteration 3Q: 3 clusters Score -4278224 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4278590.000000 Penalty: 3388.197510
	Iteration 4Q: 3 clusters Score -4278590 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4279057.500000 Penalty: 3388.197510
	Iteration 5Q: 3 clusters Score -4279058 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4279566.500000 Penalty: 3388.197510
	Iteration 6Q: 3 clusters Score -4279566 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4280097.000000 Penalty: 3388.197510
	Iteration 7Q: 3 clusters Score -4280097 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -4280785.500000 Penalty: 3388.197510
	Iteration 8Q: 3 clusters Score -4280786 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4281619.500000 Penalty: 3388.197510
	Iteration 9F: 3 clusters Score -4281620 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -4282821.500000 Penalty: 3388.197510
	Iteration 10F: 3 clusters Score -4282822 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4284355.000000 Penalty: 3388.197510
	Iteration 11F: 3 clusters Score -4284355 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4286051.500000 Penalty: 3388.197510
	Iteration 12F: 3 clusters Score -4286052 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4287635.000000 Penalty: 3388.197510
	Iteration 13F: 3 clusters Score -4287635 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4288802.000000 Penalty: 3388.197510
	Iteration 14Q: 3 clusters Score -4288802 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4289464.500000 Penalty: 3388.197510
	Iteration 15Q: 3 clusters Score -4289464 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4289793.500000 Penalty: 3388.197510
	Iteration 16Q: 3 clusters Score -4289794 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4289936.000000 Penalty: 3388.197510
	Iteration 17Q: 3 clusters Score -4289936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4290010.500000 Penalty: 3388.197510
	Iteration 18Q: 3 clusters Score -4290010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4290046.000000 Penalty: 3388.197510
	Iteration 19Q: 3 clusters Score -4290046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4290072.000000 Penalty: 3388.197510
	Iteration 20F: 3 clusters Score -4290072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4290080.000000 Penalty: 3388.197510
	Iteration 21Q: 3 clusters Score -4290080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4290082.500000 Penalty: 3388.197510
	Iteration 22Q: 3 clusters Score -4290082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4290088.500000 Penalty: 3388.197510
	Iteration 23Q: 3 clusters Score -4290088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4290091.000000 Penalty: 3388.197510
	Iteration 24Q: 3 clusters Score -4290091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4290093.000000 Penalty: 3388.197510
	Iteration 25Q: 3 clusters Score -4290093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4290093.000000 Penalty: 3388.197510
	Iteration 26Q: 3 clusters Score -4290093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4290093.000000 Penalty: 3388.197510
	Iteration 27F: 3 clusters Score -4290093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Entering Unmasked Estep 
Score: -2302677.500000 Penalty: 1589.363403
	Iteration 0F: 2 clusters Score -2302678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2290464.250000 Penalty: 3178.726807
	Iteration 0F: 3 clusters Score -2290464 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2294782.500000 Penalty: 3178.726807
	Iteration 1F: 3 clusters Score -2294782 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2295143.750000 Penalty: 3178.726807
	Iteration 2Q: 3 clusters Score -2295144 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2295512.750000 Penalty: 3178.726807
	Iteration 3F: 3 clusters Score -2295513 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2295968.500000 Penalty: 3178.726807
	Iteration 4F: 3 clusters Score -2295968 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2296565.750000 Penalty: 3178.726807
	Iteration 5F: 3 clusters Score -2296566 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2297417.000000 Penalty: 3178.726807
	Iteration 6F: 3 clusters Score -2297417 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2298471.500000 Penalty: 3178.726807
	Iteration 7F: 3 clusters Score -2298472 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2299538.000000 Penalty: 3178.726807
	Iteration 8F: 3 clusters Score -2299538 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2300332.250000 Penalty: 3178.726807
	Iteration 9Q: 3 clusters Score -2300332 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2300849.250000 Penalty: 3178.726807
	Iteration 10Q: 3 clusters Score -2300849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2301096.250000 Penalty: 3178.726807
	Iteration 11Q: 3 clusters Score -2301096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2301187.250000 Penalty: 3178.726807
	Iteration 12Q: 3 clusters Score -2301187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2301231.750000 Penalty: 3178.726807
	Iteration 13Q: 3 clusters Score -2301232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2301262.750000 Penalty: 3178.726807
	Iteration 14Q: 3 clusters Score -2301263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2301281.000000 Penalty: 3178.726807
	Iteration 15Q: 3 clusters Score -2301281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2301285.750000 Penalty: 3178.726807
	Iteration 16Q: 3 clusters Score -2301286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2301289.500000 Penalty: 3178.726807
	Iteration 17Q: 3 clusters Score -2301290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2301290.750000 Penalty: 3178.726807
	Iteration 18Q: 3 clusters Score -2301291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2301293.250000 Penalty: 3178.726807
	Iteration 19Q: 3 clusters Score -2301293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2301295.250000 Penalty: 3178.726807
	Iteration 20F: 3 clusters Score -2301295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2301301.000000 Penalty: 3178.726807
	Iteration 21Q: 3 clusters Score -2301301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2301301.000000 Penalty: 3178.726807
	Iteration 22F: 3 clusters Score -2301301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26824.431641 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -26824.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26188.304688 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -26188.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26434.285156 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -26434.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26555.916016 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -26555.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -26613.337891 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -26613.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -26628.271484 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -26628.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -26641.693359 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -26641.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -26641.693359 Penalty: 1827.805786
	Iteration 6F: 3 clusters Score -26641.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Entering Unmasked Estep 
Score: -8786801.000000 Penalty: 1810.491333
	Iteration 0F: 2 clusters Score -8786801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -8741279.000000 Penalty: 3620.982666
	Iteration 0F: 3 clusters Score -8741279 nChanged 32771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -8759915.000000 Penalty: 3620.982666
	Iteration 1F: 3 clusters Score -8759915 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -8760428.000000 Penalty: 3620.982666
	Iteration 2Q: 3 clusters Score -8760428 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -8760986.000000 Penalty: 3620.982666
	Iteration 3Q: 3 clusters Score -8760986 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -8761798.000000 Penalty: 3620.982666
	Iteration 4Q: 3 clusters Score -8761798 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -8763054.000000 Penalty: 3620.982666
	Iteration 5Q: 3 clusters Score -8763054 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8765256.000000 Penalty: 3620.982666
	Iteration 6F: 3 clusters Score -8765256 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -8768793.000000 Penalty: 3620.982666
	Iteration 7F: 3 clusters Score -8768793 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -8773477.000000 Penalty: 3620.982666
	Iteration 8F: 3 clusters Score -8773477 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -8778055.000000 Penalty: 3620.982666
	Iteration 9F: 3 clusters Score -8778055 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8781324.000000 Penalty: 3620.982666
	Iteration 10F: 3 clusters Score -8781324 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -8783458.000000 Penalty: 3620.982666
	Iteration 11Q: 3 clusters Score -8783458 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -8784410.000000 Penalty: 3620.982666
	Iteration 12Q: 3 clusters Score -8784410 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -8784914.000000 Penalty: 3620.982666
	Iteration 13Q: 3 clusters Score -8784914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -8785072.000000 Penalty: 3620.982666
	Iteration 14Q: 3 clusters Score -8785072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -8785160.000000 Penalty: 3620.982666
	Iteration 15Q: 3 clusters Score -8785160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -8785189.000000 Penalty: 3620.982666
	Iteration 16Q: 3 clusters Score -8785189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -8785213.000000 Penalty: 3620.982666
	Iteration 17Q: 3 clusters Score -8785213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8785222.000000 Penalty: 3620.982666
	Iteration 18Q: 3 clusters Score -8785222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -8785230.000000 Penalty: 3620.982666
	Iteration 19Q: 3 clusters Score -8785230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -8785232.000000 Penalty: 3620.982666
	Iteration 20F: 3 clusters Score -8785232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -8785236.000000 Penalty: 3620.982666
	Iteration 21Q: 3 clusters Score -8785236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -8785245.000000 Penalty: 3620.982666
	Iteration 22Q: 3 clusters Score -8785245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8785249.000000 Penalty: 3620.982666
	Iteration 23Q: 3 clusters Score -8785249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -8785253.000000 Penalty: 3620.982666
	Iteration 24Q: 3 clusters Score -8785253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8785254.000000 Penalty: 3620.982666
	Iteration 25Q: 3 clusters Score -8785254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8785259.000000 Penalty: 3620.982666
	Iteration 26Q: 3 clusters Score -8785259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8785261.000000 Penalty: 3620.982666
	Iteration 27Q: 3 clusters Score -8785261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8785265.000000 Penalty: 3620.982666
	Iteration 28Q: 3 clusters Score -8785265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8785265.000000 Penalty: 3620.982666
	Iteration 29F: 3 clusters Score -8785265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 64985 members 
Mstep: Class 4 contains 106146 members 
Mstep: Class 6 contains 56296 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37275 members 
Mstep: Class 13 contains 23713 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72478 members 
Mstep: Class 18 contains 33699 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -6.162578e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 65076 members 
Mstep: Class 4 contains 105775 members 
Mstep: Class 6 contains 56332 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37255 members 
Mstep: Class 13 contains 23735 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72482 members 
Mstep: Class 18 contains 33670 members 
Mstep: Class 19 contains 17959 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68969 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 18 clusters Score -6.16258e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 65153 members 
Mstep: Class 4 contains 105337 members 
Mstep: Class 6 contains 56376 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37251 members 
Mstep: Class 13 contains 23765 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72488 members 
Mstep: Class 18 contains 33632 members 
Mstep: Class 19 contains 18269 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 18 clusters Score -6.16259e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 65239 members 
Mstep: Class 4 contains 104866 members 
Mstep: Class 6 contains 56409 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37241 members 
Mstep: Class 13 contains 23809 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72500 members 
Mstep: Class 18 contains 33608 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68972 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 18 clusters Score -6.162592e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 65339 members 
Mstep: Class 4 contains 104373 members 
Mstep: Class 6 contains 56426 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37226 members 
Mstep: Class 13 contains 23826 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 72520 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 19005 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68981 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 18 clusters Score -6.162576e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 65437 members 
Mstep: Class 4 contains 103780 members 
Mstep: Class 6 contains 56471 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37209 members 
Mstep: Class 13 contains 23854 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 72536 members 
Mstep: Class 18 contains 33531 members 
Mstep: Class 19 contains 19458 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 18 clusters Score -6.162581e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 65549 members 
Mstep: Class 4 contains 103119 members 
Mstep: Class 6 contains 56531 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37195 members 
Mstep: Class 13 contains 23865 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 72586 members 
Mstep: Class 18 contains 33500 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 18 clusters Score -6.162572e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 65678 members 
Mstep: Class 4 contains 102471 members 
Mstep: Class 6 contains 56552 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37195 members 
Mstep: Class 13 contains 23870 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 72631 members 
Mstep: Class 18 contains 33477 members 
Mstep: Class 19 contains 20349 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69025 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 18 clusters Score -6.162567e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 65797 members 
Mstep: Class 4 contains 101809 members 
Mstep: Class 6 contains 56585 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 13 contains 23870 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 72663 members 
Mstep: Class 18 contains 33462 members 
Mstep: Class 19 contains 20827 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 18 clusters Score -6.162586e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 65941 members 
Mstep: Class 4 contains 101085 members 
Mstep: Class 6 contains 56641 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37186 members 
Mstep: Class 13 contains 23879 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 18 contains 33427 members 
Mstep: Class 19 contains 21321 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 18 clusters Score -6.162606e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 66077 members 
Mstep: Class 4 contains 100386 members 
Mstep: Class 6 contains 56674 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37191 members 
Mstep: Class 13 contains 23893 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72752 members 
Mstep: Class 18 contains 33390 members 
Mstep: Class 19 contains 21794 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 18 clusters Score -6.162645e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 66210 members 
Mstep: Class 4 contains 99702 members 
Mstep: Class 6 contains 56683 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37186 members 
Mstep: Class 13 contains 23897 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72787 members 
Mstep: Class 18 contains 33380 members 
Mstep: Class 19 contains 22284 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 18 clusters Score -6.162652e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 66352 members 
Mstep: Class 4 contains 98972 members 
Mstep: Class 6 contains 56719 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37155 members 
Mstep: Class 13 contains 23900 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72841 members 
Mstep: Class 18 contains 33361 members 
Mstep: Class 19 contains 22794 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69136 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -6.162664e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 66519 members 
Mstep: Class 4 contains 98220 members 
Mstep: Class 6 contains 56770 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37132 members 
Mstep: Class 13 contains 23897 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72884 members 
Mstep: Class 18 contains 33336 members 
Mstep: Class 19 contains 23310 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61626836.000000 Penalty: 36216.003906
Iteration 132Q: 18 clusters Score -6.162684e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 66684 members 
Mstep: Class 4 contains 97494 members 
Mstep: Class 6 contains 56812 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37121 members 
Mstep: Class 13 contains 23898 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72912 members 
Mstep: Class 18 contains 33319 members 
Mstep: Class 19 contains 23819 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 18 clusters Score -6.1627e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 66879 members 
Mstep: Class 4 contains 96795 members 
Mstep: Class 6 contains 56836 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37122 members 
Mstep: Class 13 contains 23900 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72925 members 
Mstep: Class 18 contains 33282 members 
Mstep: Class 19 contains 24323 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 18 clusters Score -6.162716e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 67081 members 
Mstep: Class 4 contains 96069 members 
Mstep: Class 6 contains 56880 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37108 members 
Mstep: Class 13 contains 23890 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72947 members 
Mstep: Class 18 contains 33250 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69144 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 18 clusters Score -6.162725e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 67276 members 
Mstep: Class 4 contains 95290 members 
Mstep: Class 6 contains 56916 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37104 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 72963 members 
Mstep: Class 18 contains 33235 members 
Mstep: Class 19 contains 25408 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -6.162734e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 67468 members 
Mstep: Class 4 contains 94526 members 
Mstep: Class 6 contains 56944 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37103 members 
Mstep: Class 13 contains 23881 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 72984 members 
Mstep: Class 18 contains 33197 members 
Mstep: Class 19 contains 25973 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69140 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -6.16274e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 67662 members 
Mstep: Class 4 contains 93784 members 
Mstep: Class 6 contains 56965 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37098 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73021 members 
Mstep: Class 18 contains 33162 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 18 clusters Score -6.162761e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 67830 members 
Mstep: Class 4 contains 93105 members 
Mstep: Class 6 contains 56997 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37098 members 
Mstep: Class 13 contains 23871 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73047 members 
Mstep: Class 18 contains 33115 members 
Mstep: Class 19 contains 27035 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 18 clusters Score -6.162772e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 68014 members 
Mstep: Class 4 contains 92430 members 
Mstep: Class 6 contains 57016 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37083 members 
Mstep: Class 13 contains 23860 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73092 members 
Mstep: Class 18 contains 33095 members 
Mstep: Class 19 contains 27516 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 18 clusters Score -6.162793e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 68191 members 
Mstep: Class 4 contains 91715 members 
Mstep: Class 6 contains 57050 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37090 members 
Mstep: Class 13 contains 23849 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73128 members 
Mstep: Class 18 contains 33077 members 
Mstep: Class 19 contains 28027 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628060.000000 Penalty: 36216.003906
Iteration 141Q: 18 clusters Score -6.162806e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68353 members 
Mstep: Class 4 contains 91022 members 
Mstep: Class 6 contains 57095 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37078 members 
Mstep: Class 13 contains 23837 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73152 members 
Mstep: Class 18 contains 33057 members 
Mstep: Class 19 contains 28535 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628212.000000 Penalty: 36216.003906
Iteration 142Q: 18 clusters Score -6.162821e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68527 members 
Mstep: Class 4 contains 90329 members 
Mstep: Class 6 contains 57122 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37074 members 
Mstep: Class 13 contains 23838 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73172 members 
Mstep: Class 18 contains 33035 members 
Mstep: Class 19 contains 29041 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628408.000000 Penalty: 36216.003906
Iteration 143Q: 18 clusters Score -6.162841e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68686 members 
Mstep: Class 4 contains 89681 members 
Mstep: Class 6 contains 57149 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37079 members 
Mstep: Class 13 contains 23835 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73195 members 
Mstep: Class 18 contains 33014 members 
Mstep: Class 19 contains 29511 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 69025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628576.000000 Penalty: 36216.003906
Iteration 144Q: 18 clusters Score -6.162858e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68840 members 
Mstep: Class 4 contains 89075 members 
Mstep: Class 6 contains 57187 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37080 members 
Mstep: Class 13 contains 23843 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73213 members 
Mstep: Class 18 contains 32995 members 
Mstep: Class 19 contains 29959 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628728.000000 Penalty: 36216.003906
Iteration 145Q: 18 clusters Score -6.162873e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69033 members 
Mstep: Class 4 contains 88488 members 
Mstep: Class 6 contains 57206 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37087 members 
Mstep: Class 13 contains 23854 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73203 members 
Mstep: Class 18 contains 32971 members 
Mstep: Class 19 contains 30387 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628856.000000 Penalty: 36216.003906
Iteration 146Q: 18 clusters Score -6.162886e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69192 members 
Mstep: Class 4 contains 87917 members 
Mstep: Class 6 contains 57227 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37097 members 
Mstep: Class 13 contains 23851 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73199 members 
Mstep: Class 18 contains 32951 members 
Mstep: Class 19 contains 30826 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628964.000000 Penalty: 36216.003906
Iteration 147Q: 18 clusters Score -6.162896e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69345 members 
Mstep: Class 4 contains 87296 members 
Mstep: Class 6 contains 57246 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37105 members 
Mstep: Class 13 contains 23860 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73199 members 
Mstep: Class 18 contains 32942 members 
Mstep: Class 19 contains 31290 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629100.000000 Penalty: 36216.003906
Iteration 148Q: 18 clusters Score -6.16291e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 69511 members 
Mstep: Class 4 contains 86651 members 
Mstep: Class 6 contains 57269 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37108 members 
Mstep: Class 13 contains 23874 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73188 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 31780 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629080.000000 Penalty: 36216.003906
Iteration 149Q: 18 clusters Score -6.162908e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 69642 members 
Mstep: Class 4 contains 86024 members 
Mstep: Class 6 contains 57305 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37116 members 
Mstep: Class 13 contains 23884 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73183 members 
Mstep: Class 18 contains 32915 members 
Mstep: Class 19 contains 32250 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629080.000000 Penalty: 36216.003906
Iteration 150Q: 18 clusters Score -6.162908e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69732 members 
Mstep: Class 4 contains 85416 members 
Mstep: Class 6 contains 57342 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37134 members 
Mstep: Class 13 contains 23895 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73187 members 
Mstep: Class 18 contains 32895 members 
Mstep: Class 19 contains 32714 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629016.000000 Penalty: 36216.003906
Iteration 151Q: 18 clusters Score -6.162902e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69786 members 
Mstep: Class 4 contains 84816 members 
Mstep: Class 6 contains 57381 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37142 members 
Mstep: Class 13 contains 23906 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 73192 members 
Mstep: Class 18 contains 32881 members 
Mstep: Class 19 contains 33200 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628964.000000 Penalty: 36216.003906
Iteration 152Q: 18 clusters Score -6.162896e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69808 members 
Mstep: Class 4 contains 84272 members 
Mstep: Class 6 contains 57413 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 13 contains 23913 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 73194 members 
Mstep: Class 18 contains 32862 members 
Mstep: Class 19 contains 33674 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629100.000000 Penalty: 36216.003906
Iteration 153Q: 18 clusters Score -6.16291e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69814 members 
Mstep: Class 4 contains 83713 members 
Mstep: Class 6 contains 57468 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37175 members 
Mstep: Class 13 contains 23919 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 73199 members 
Mstep: Class 18 contains 32843 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629096.000000 Penalty: 36216.003906
Iteration 154Q: 18 clusters Score -6.16291e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 69837 members 
Mstep: Class 4 contains 83153 members 
Mstep: Class 6 contains 57507 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37179 members 
Mstep: Class 13 contains 23926 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 73195 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 34654 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629272.000000 Penalty: 36216.003906
Iteration 155Q: 18 clusters Score -6.162927e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 69841 members 
Mstep: Class 4 contains 82612 members 
Mstep: Class 6 contains 57545 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37180 members 
Mstep: Class 13 contains 23928 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73211 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 35122 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629420.000000 Penalty: 36216.003906
Iteration 156Q: 18 clusters Score -6.162942e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 69847 members 
Mstep: Class 4 contains 82075 members 
Mstep: Class 6 contains 57603 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37188 members 
Mstep: Class 13 contains 23937 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73211 members 
Mstep: Class 18 contains 32782 members 
Mstep: Class 19 contains 35600 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629396.000000 Penalty: 36216.003906
Iteration 157Q: 18 clusters Score -6.16294e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69833 members 
Mstep: Class 4 contains 81625 members 
Mstep: Class 6 contains 57652 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 13 contains 23941 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73218 members 
Mstep: Class 18 contains 32747 members 
Mstep: Class 19 contains 36051 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629428.000000 Penalty: 36216.003906
Iteration 158Q: 18 clusters Score -6.162943e+07 nChanged 951
Entering ConstructFrom: 
Score: -61629428.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -536899.125000 Penalty: 1370.069824
	Iteration 0F: 2 clusters Score -536899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -533181.125000 Penalty: 2740.139648
	Iteration 0F: 3 clusters Score -533181.1 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -534323.062500 Penalty: 2740.139648
	Iteration 1F: 3 clusters Score -534323.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -534586.625000 Penalty: 2740.139648
	Iteration 2F: 3 clusters Score -534586.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -534832.062500 Penalty: 2740.139648
	Iteration 3F: 3 clusters Score -534832.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -535050.375000 Penalty: 2740.139648
	Iteration 4F: 3 clusters Score -535050.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535239.812500 Penalty: 2740.139648
	Iteration 5F: 3 clusters Score -535239.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -535428.500000 Penalty: 2740.139648
	Iteration 6F: 3 clusters Score -535428.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -535575.375000 Penalty: 2740.139648
	Iteration 7Q: 3 clusters Score -535575.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -535703.000000 Penalty: 2740.139648
	Iteration 8Q: 3 clusters Score -535703 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -535836.812500 Penalty: 2740.139648
	Iteration 9Q: 3 clusters Score -535836.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -535956.062500 Penalty: 2740.139648
	Iteration 10Q: 3 clusters Score -535956.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -536029.250000 Penalty: 2740.139648
	Iteration 11Q: 3 clusters Score -536029.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -536074.437500 Penalty: 2740.139648
	Iteration 12Q: 3 clusters Score -536074.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -536106.187500 Penalty: 2740.139648
	Iteration 13Q: 3 clusters Score -536106.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -536124.625000 Penalty: 2740.139648
	Iteration 14Q: 3 clusters Score -536124.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -536139.750000 Penalty: 2740.139648
	Iteration 15Q: 3 clusters Score -536139.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -536152.812500 Penalty: 2740.139648
	Iteration 16Q: 3 clusters Score -536152.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -536165.750000 Penalty: 2740.139648
	Iteration 17Q: 3 clusters Score -536165.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -536174.750000 Penalty: 2740.139648
	Iteration 18Q: 3 clusters Score -536174.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -536182.250000 Penalty: 2740.139648
	Iteration 19Q: 3 clusters Score -536182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -536186.312500 Penalty: 2740.139648
	Iteration 20F: 3 clusters Score -536186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -536187.937500 Penalty: 2740.139648
	Iteration 21Q: 3 clusters Score -536187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -536189.062500 Penalty: 2740.139648
	Iteration 22Q: 3 clusters Score -536189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -536191.187500 Penalty: 2740.139648
	Iteration 23Q: 3 clusters Score -536191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -536191.125000 Penalty: 2740.139648
	Iteration 24Q: 3 clusters Score -536191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -536192.187500 Penalty: 2740.139648
	Iteration 25Q: 3 clusters Score -536192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -536193.875000 Penalty: 2740.139648
	Iteration 26Q: 3 clusters Score -536193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -536195.250000 Penalty: 2740.139648
	Iteration 27Q: 3 clusters Score -536195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -536195.187500 Penalty: 2740.139648
	Iteration 28Q: 3 clusters Score -536195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -536195.937500 Penalty: 2740.139648
	Iteration 29Q: 3 clusters Score -536195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -536196.500000 Penalty: 2740.139648
	Iteration 30Q: 3 clusters Score -536196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -536196.687500 Penalty: 2740.139648
	Iteration 31Q: 3 clusters Score -536196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -536197.187500 Penalty: 2740.139648
	Iteration 32Q: 3 clusters Score -536197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -536197.187500 Penalty: 2740.139648
	Iteration 33F: 3 clusters Score -536197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -638947.187500 Penalty: 1386.303223
	Iteration 0F: 2 clusters Score -638947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -634933.750000 Penalty: 2772.606445
	Iteration 0F: 3 clusters Score -634933.8 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -636029.125000 Penalty: 2772.606445
	Iteration 1F: 3 clusters Score -636029.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -636219.375000 Penalty: 2772.606445
	Iteration 2F: 3 clusters Score -636219.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -636349.625000 Penalty: 2772.606445
	Iteration 3Q: 3 clusters Score -636349.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -636469.125000 Penalty: 2772.606445
	Iteration 4Q: 3 clusters Score -636469.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -636590.875000 Penalty: 2772.606445
	Iteration 5Q: 3 clusters Score -636590.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -636743.250000 Penalty: 2772.606445
	Iteration 6Q: 3 clusters Score -636743.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -636899.562500 Penalty: 2772.606445
	Iteration 7Q: 3 clusters Score -636899.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -637045.250000 Penalty: 2772.606445
	Iteration 8Q: 3 clusters Score -637045.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -637221.875000 Penalty: 2772.606445
	Iteration 9Q: 3 clusters Score -637221.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -637370.812500 Penalty: 2772.606445
	Iteration 10Q: 3 clusters Score -637370.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -637490.812500 Penalty: 2772.606445
	Iteration 11Q: 3 clusters Score -637490.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -637582.187500 Penalty: 2772.606445
	Iteration 12Q: 3 clusters Score -637582.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -637656.937500 Penalty: 2772.606445
	Iteration 13Q: 3 clusters Score -637656.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -637709.000000 Penalty: 2772.606445
	Iteration 14Q: 3 clusters Score -637709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -637746.312500 Penalty: 2772.606445
	Iteration 15Q: 3 clusters Score -637746.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -637765.000000 Penalty: 2772.606445
	Iteration 16Q: 3 clusters Score -637765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -637780.125000 Penalty: 2772.606445
	Iteration 17Q: 3 clusters Score -637780.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -637796.625000 Penalty: 2772.606445
	Iteration 18Q: 3 clusters Score -637796.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -637809.062500 Penalty: 2772.606445
	Iteration 19Q: 3 clusters Score -637809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -637822.062500 Penalty: 2772.606445
	Iteration 20F: 3 clusters Score -637822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -637832.500000 Penalty: 2772.606445
	Iteration 21Q: 3 clusters Score -637832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -637838.750000 Penalty: 2772.606445
	Iteration 22Q: 3 clusters Score -637838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -637850.625000 Penalty: 2772.606445
	Iteration 23Q: 3 clusters Score -637850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -637855.000000 Penalty: 2772.606445
	Iteration 24Q: 3 clusters Score -637855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -637862.312500 Penalty: 2772.606445
	Iteration 25Q: 3 clusters Score -637862.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -637871.000000 Penalty: 2772.606445
	Iteration 26Q: 3 clusters Score -637871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -637879.000000 Penalty: 2772.606445
	Iteration 27Q: 3 clusters Score -637879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -637885.312500 Penalty: 2772.606445
	Iteration 28Q: 3 clusters Score -637885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -637891.125000 Penalty: 2772.606445
	Iteration 29Q: 3 clusters Score -637891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -637897.375000 Penalty: 2772.606445
	Iteration 30Q: 3 clusters Score -637897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -637900.937500 Penalty: 2772.606445
	Iteration 31Q: 3 clusters Score -637900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -637905.187500 Penalty: 2772.606445
	Iteration 32Q: 3 clusters Score -637905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -637906.187500 Penalty: 2772.606445
	Iteration 33Q: 3 clusters Score -637906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -637908.437500 Penalty: 2772.606445
	Iteration 34Q: 3 clusters Score -637908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -637913.375000 Penalty: 2772.606445
	Iteration 35Q: 3 clusters Score -637913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -637916.437500 Penalty: 2772.606445
	Iteration 36Q: 3 clusters Score -637916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -637920.125000 Penalty: 2772.606445
	Iteration 37Q: 3 clusters Score -637920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -637922.875000 Penalty: 2772.606445
	Iteration 38Q: 3 clusters Score -637922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -637923.187500 Penalty: 2772.606445
	Iteration 39Q: 3 clusters Score -637923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -637923.187500 Penalty: 2772.606445
	Iteration 40F: 3 clusters Score -637923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Entering Unmasked Estep 
Score: -8938087.000000 Penalty: 1812.386230
	Iteration 0F: 2 clusters Score -8938087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -8892393.000000 Penalty: 3624.772461
	Iteration 0F: 3 clusters Score -8892393 nChanged 32892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8911811.000000 Penalty: 3624.772461
	Iteration 1F: 3 clusters Score -8911811 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -8913152.000000 Penalty: 3624.772461
	Iteration 2Q: 3 clusters Score -8913152 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8915136.000000 Penalty: 3624.772461
	Iteration 3Q: 3 clusters Score -8915136 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -8917827.000000 Penalty: 3624.772461
	Iteration 4F: 3 clusters Score -8917827 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -8921086.000000 Penalty: 3624.772461
	Iteration 5F: 3 clusters Score -8921086 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -8924504.000000 Penalty: 3624.772461
	Iteration 6F: 3 clusters Score -8924504 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8927372.000000 Penalty: 3624.772461
	Iteration 7F: 3 clusters Score -8927372 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -8929186.000000 Penalty: 3624.772461
	Iteration 8F: 3 clusters Score -8929186 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8929883.000000 Penalty: 3624.772461
	Iteration 9Q: 3 clusters Score -8929883 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -8930123.000000 Penalty: 3624.772461
	Iteration 10Q: 3 clusters Score -8930123 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -8930381.000000 Penalty: 3624.772461
	Iteration 11Q: 3 clusters Score -8930381 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8930524.000000 Penalty: 3624.772461
	Iteration 12Q: 3 clusters Score -8930524 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8930625.000000 Penalty: 3624.772461
	Iteration 13Q: 3 clusters Score -8930625 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -8930699.000000 Penalty: 3624.772461
	Iteration 14Q: 3 clusters Score -8930699 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -8930800.000000 Penalty: 3624.772461
	Iteration 15Q: 3 clusters Score -8930800 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8930910.000000 Penalty: 3624.772461
	Iteration 16Q: 3 clusters Score -8930910 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -8931021.000000 Penalty: 3624.772461
	Iteration 17Q: 3 clusters Score -8931021 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8931147.000000 Penalty: 3624.772461
	Iteration 18Q: 3 clusters Score -8931147 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8931234.000000 Penalty: 3624.772461
	Iteration 19Q: 3 clusters Score -8931234 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -8931310.000000 Penalty: 3624.772461
	Iteration 20F: 3 clusters Score -8931310 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8931483.000000 Penalty: 3624.772461
	Iteration 21Q: 3 clusters Score -8931483 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -8931631.000000 Penalty: 3624.772461
	Iteration 22Q: 3 clusters Score -8931631 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8931763.000000 Penalty: 3624.772461
	Iteration 23Q: 3 clusters Score -8931763 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8931919.000000 Penalty: 3624.772461
	Iteration 24Q: 3 clusters Score -8931919 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8932121.000000 Penalty: 3624.772461
	Iteration 25Q: 3 clusters Score -8932121 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8932347.000000 Penalty: 3624.772461
	Iteration 26Q: 3 clusters Score -8932347 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -8932516.000000 Penalty: 3624.772461
	Iteration 27Q: 3 clusters Score -8932516 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -8932758.000000 Penalty: 3624.772461
	Iteration 28Q: 3 clusters Score -8932758 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -8932983.000000 Penalty: 3624.772461
	Iteration 29Q: 3 clusters Score -8932983 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -8933165.000000 Penalty: 3624.772461
	Iteration 30Q: 3 clusters Score -8933165 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -8933434.000000 Penalty: 3624.772461
	Iteration 31Q: 3 clusters Score -8933434 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -8933710.000000 Penalty: 3624.772461
	Iteration 32Q: 3 clusters Score -8933710 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -8933928.000000 Penalty: 3624.772461
	Iteration 33Q: 3 clusters Score -8933928 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -8934177.000000 Penalty: 3624.772461
	Iteration 34Q: 3 clusters Score -8934177 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -8934398.000000 Penalty: 3624.772461
	Iteration 35Q: 3 clusters Score -8934398 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -8934653.000000 Penalty: 3624.772461
	Iteration 36Q: 3 clusters Score -8934653 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -8934870.000000 Penalty: 3624.772461
	Iteration 37Q: 3 clusters Score -8934870 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -8935062.000000 Penalty: 3624.772461
	Iteration 38Q: 3 clusters Score -8935062 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -8935250.000000 Penalty: 3624.772461
	Iteration 39Q: 3 clusters Score -8935250 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -8935411.000000 Penalty: 3624.772461
	Iteration 40F: 3 clusters Score -8935411 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -8935521.000000 Penalty: 3624.772461
	Iteration 41Q: 3 clusters Score -8935521 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -8935616.000000 Penalty: 3624.772461
	Iteration 42Q: 3 clusters Score -8935616 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -8935748.000000 Penalty: 3624.772461
	Iteration 43Q: 3 clusters Score -8935748 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -8935912.000000 Penalty: 3624.772461
	Iteration 44Q: 3 clusters Score -8935912 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -8936009.000000 Penalty: 3624.772461
	Iteration 45Q: 3 clusters Score -8936009 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -8936047.000000 Penalty: 3624.772461
	Iteration 46Q: 3 clusters Score -8936047 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -8936131.000000 Penalty: 3624.772461
	Iteration 47Q: 3 clusters Score -8936131 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -8936181.000000 Penalty: 3624.772461
	Iteration 48Q: 3 clusters Score -8936181 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8936225.000000 Penalty: 3624.772461
	Iteration 49Q: 3 clusters Score -8936225 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8936266.000000 Penalty: 3624.772461
	Iteration 50Q: 3 clusters Score -8936266 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -8936294.000000 Penalty: 3624.772461
	Iteration 51Q: 3 clusters Score -8936294 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -8936346.000000 Penalty: 3624.772461
	Iteration 52Q: 3 clusters Score -8936346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8936417 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -8936448.000000 Penalty: 3624.772461
	Iteration 54Q: 3 clusters Score -8936448 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -8936462.000000 Penalty: 3624.772461
	Iteration 55Q: 3 clusters Score -8936462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8936488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8936519 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -8936530.000000 Penalty: 3624.772461
	Iteration 58Q: 3 clusters Score -8936530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -8936555.000000 Penalty: 3624.772461
	Iteration 59Q: 3 clusters Score -8936555 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -8936566.000000 Penalty: 3624.772461
	Iteration 60F: 3 clusters Score -8936566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8936585.000000 Penalty: 3624.772461
	Iteration 61Q: 3 clusters Score -8936585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -8936619.000000 Penalty: 3624.772461
	Iteration 62Q: 3 clusters Score -8936619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -8936603.000000 Penalty: 3624.772461
	Iteration 63Q: 3 clusters Score -8936603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -8936624.000000 Penalty: 3624.772461
	Iteration 64Q: 3 clusters Score -8936624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -8936653.000000 Penalty: 3624.772461
	Iteration 65Q: 3 clusters Score -8936653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -8936655.000000 Penalty: 3624.772461
	Iteration 66Q: 3 clusters Score -8936655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -8936648.000000 Penalty: 3624.772461
	Iteration 67Q: 3 clusters Score -8936648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -8936670.000000 Penalty: 3624.772461
	Iteration 68Q: 3 clusters Score -8936670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -8936670.000000 Penalty: 3624.772461
	Iteration 69Q: 3 clusters Score -8936670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -8936673.000000 Penalty: 3624.772461
	Iteration 70Q: 3 clusters Score -8936673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -8936670.000000 Penalty: 3624.772461
	Iteration 71Q: 3 clusters Score -8936670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -8936681.000000 Penalty: 3624.772461
	Iteration 72Q: 3 clusters Score -8936681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -8936679.000000 Penalty: 3624.772461
	Iteration 73Q: 3 clusters Score -8936679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -8936677.000000 Penalty: 3624.772461
	Iteration 74Q: 3 clusters Score -8936677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -8936680.000000 Penalty: 3624.772461
	Iteration 75Q: 3 clusters Score -8936680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -8936679.000000 Penalty: 3624.772461
	Iteration 76Q: 3 clusters Score -8936679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -8936690.000000 Penalty: 3624.772461
	Iteration 77Q: 3 clusters Score -8936690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -8936699.000000 Penalty: 3624.772461
	Iteration 78Q: 3 clusters Score -8936699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -8936700.000000 Penalty: 3624.772461
	Iteration 79Q: 3 clusters Score -8936700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -8936720.000000 Penalty: 3624.772461
	Iteration 80F: 3 clusters Score -8936720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -8936715.000000 Penalty: 3624.772461
	Iteration 81Q: 3 clusters Score -8936715 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -8936719.000000 Penalty: 3624.772461
	Iteration 82Q: 3 clusters Score -8936719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -8936732.000000 Penalty: 3624.772461
	Iteration 83Q: 3 clusters Score -8936732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -8936713.000000 Penalty: 3624.772461
	Iteration 84Q: 3 clusters Score -8936713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -8936747.000000 Penalty: 3624.772461
	Iteration 85Q: 3 clusters Score -8936747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -8936732.000000 Penalty: 3624.772461
	Iteration 86Q: 3 clusters Score -8936732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -8936734.000000 Penalty: 3624.772461
	Iteration 87Q: 3 clusters Score -8936734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8936750.000000 Penalty: 3624.772461
	Iteration 88Q: 3 clusters Score -8936750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -8936742.000000 Penalty: 3624.772461
	Iteration 89Q: 3 clusters Score -8936742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -8936746.000000 Penalty: 3624.772461
	Iteration 90Q: 3 clusters Score -8936746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -8936745.000000 Penalty: 3624.772461
	Iteration 91Q: 3 clusters Score -8936745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -8936753.000000 Penalty: 3624.772461
	Iteration 92Q: 3 clusters Score -8936753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -8936755.000000 Penalty: 3624.772461
	Iteration 93Q: 3 clusters Score -8936755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -8936762.000000 Penalty: 3624.772461
	Iteration 94Q: 3 clusters Score -8936762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -8936775.000000 Penalty: 3624.772461
	Iteration 95Q: 3 clusters Score -8936775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8936779.000000 Penalty: 3624.772461
	Iteration 96Q: 3 clusters Score -8936779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -8936776.000000 Penalty: 3624.772461
	Iteration 97Q: 3 clusters Score -8936776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -8936777.000000 Penalty: 3624.772461
	Iteration 98Q: 3 clusters Score -8936777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -8936770.000000 Penalty: 3624.772461
	Iteration 99Q: 3 clusters Score -8936770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -8936782.000000 Penalty: 3624.772461
	Iteration 100F: 3 clusters Score -8936782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8936787.000000 Penalty: 3624.772461
	Iteration 101Q: 3 clusters Score -8936787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -8936786.000000 Penalty: 3624.772461
	Iteration 102Q: 3 clusters Score -8936786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -8936794.000000 Penalty: 3624.772461
	Iteration 103Q: 3 clusters Score -8936794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8936798.000000 Penalty: 3624.772461
	Iteration 104Q: 3 clusters Score -8936798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -8936795.000000 Penalty: 3624.772461
	Iteration 105Q: 3 clusters Score -8936795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8936802.000000 Penalty: 3624.772461
	Iteration 106Q: 3 clusters Score -8936802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -8936804.000000 Penalty: 3624.772461
	Iteration 107Q: 3 clusters Score -8936804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -8936810.000000 Penalty: 3624.772461
	Iteration 108Q: 3 clusters Score -8936810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -8936813.000000 Penalty: 3624.772461
	Iteration 109Q: 3 clusters Score -8936813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8936805.000000 Penalty: 3624.772461
	Iteration 110Q: 3 clusters Score -8936805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -8936805.000000 Penalty: 3624.772461
	Iteration 111Q: 3 clusters Score -8936805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -8936810.000000 Penalty: 3624.772461
	Iteration 112Q: 3 clusters Score -8936810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -8936806.000000 Penalty: 3624.772461
	Iteration 113Q: 3 clusters Score -8936806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -8936813.000000 Penalty: 3624.772461
	Iteration 114Q: 3 clusters Score -8936813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -8936817.000000 Penalty: 3624.772461
	Iteration 115Q: 3 clusters Score -8936817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -8936823.000000 Penalty: 3624.772461
	Iteration 116Q: 3 clusters Score -8936823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8936821.000000 Penalty: 3624.772461
	Iteration 117Q: 3 clusters Score -8936821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -8936824.000000 Penalty: 3624.772461
	Iteration 118Q: 3 clusters Score -8936824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -8936825.000000 Penalty: 3624.772461
	Iteration 119Q: 3 clusters Score -8936825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -8936825.000000 Penalty: 3624.772461
	Iteration 120F: 3 clusters Score -8936825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -8936830.000000 Penalty: 3624.772461
	Iteration 121Q: 3 clusters Score -8936830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8936829.000000 Penalty: 3624.772461
	Iteration 122Q: 3 clusters Score -8936829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -8936827.000000 Penalty: 3624.772461
	Iteration 123Q: 3 clusters Score -8936827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8936833.000000 Penalty: 3624.772461
	Iteration 124Q: 3 clusters Score -8936833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -8936836.000000 Penalty: 3624.772461
	Iteration 125Q: 3 clusters Score -8936836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -8936828.000000 Penalty: 3624.772461
	Iteration 126Q: 3 clusters Score -8936828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -8936824.000000 Penalty: 3624.772461
	Iteration 127Q: 3 clusters Score -8936824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -8936832.000000 Penalty: 3624.772461
	Iteration 128Q: 3 clusters Score -8936832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -8936823.000000 Penalty: 3624.772461
	Iteration 129Q: 3 clusters Score -8936823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -8936825.000000 Penalty: 3624.772461
	Iteration 130Q: 3 clusters Score -8936825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -8936832.000000 Penalty: 3624.772461
	Iteration 131Q: 3 clusters Score -8936832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -8936825.000000 Penalty: 3624.772461
	Iteration 132Q: 3 clusters Score -8936825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -8936825.000000 Penalty: 3624.772461
	Iteration 133Q: 3 clusters Score -8936825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8936828.000000 Penalty: 3624.772461
	Iteration 134Q: 3 clusters Score -8936828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8936817.000000 Penalty: 3624.772461
	Iteration 135Q: 3 clusters Score -8936817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8936816.000000 Penalty: 3624.772461
	Iteration 136Q: 3 clusters Score -8936816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -8936812.000000 Penalty: 3624.772461
	Iteration 137Q: 3 clusters Score -8936812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -8936813.000000 Penalty: 3624.772461
	Iteration 138Q: 3 clusters Score -8936813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8936810.000000 Penalty: 3624.772461
	Iteration 139Q: 3 clusters Score -8936810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8936810.000000 Penalty: 3624.772461
	Iteration 140F: 3 clusters Score -8936810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -10342882.000000 Penalty: 1837.008911
	Iteration 0F: 2 clusters Score -1.034288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -10290558.000000 Penalty: 3674.017822
	Iteration 0F: 3 clusters Score -1.029056e+07 nChanged 38698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -10313810.000000 Penalty: 3674.017822
	Iteration 1F: 3 clusters Score -1.031381e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -10315320.000000 Penalty: 3674.017822
	Iteration 2Q: 3 clusters Score -1.031532e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -10317413.000000 Penalty: 3674.017822
	Iteration 3Q: 3 clusters Score -1.031741e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -10320113.000000 Penalty: 3674.017822
	Iteration 4F: 3 clusters Score -1.032011e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -10323693.000000 Penalty: 3674.017822
	Iteration 5F: 3 clusters Score -1.032369e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -10327860.000000 Penalty: 3674.017822
	Iteration 6F: 3 clusters Score -1.032786e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -10331125.000000 Penalty: 3674.017822
	Iteration 7F: 3 clusters Score -1.033112e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -10332765.000000 Penalty: 3674.017822
	Iteration 8Q: 3 clusters Score -1.033276e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -10333365.000000 Penalty: 3674.017822
	Iteration 9Q: 3 clusters Score -1.033336e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -10333576.000000 Penalty: 3674.017822
	Iteration 10Q: 3 clusters Score -1.033358e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -10333668.000000 Penalty: 3674.017822
	Iteration 11Q: 3 clusters Score -1.033367e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10333742.000000 Penalty: 3674.017822
	Iteration 12Q: 3 clusters Score -1.033374e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -10333840.000000 Penalty: 3674.017822
	Iteration 13Q: 3 clusters Score -1.033384e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -10333917.000000 Penalty: 3674.017822
	Iteration 14Q: 3 clusters Score -1.033392e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -10333953.000000 Penalty: 3674.017822
	Iteration 15Q: 3 clusters Score -1.033395e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -10333997.000000 Penalty: 3674.017822
	Iteration 16Q: 3 clusters Score -1.0334e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -10334012.000000 Penalty: 3674.017822
	Iteration 17Q: 3 clusters Score -1.033401e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -10334047.000000 Penalty: 3674.017822
	Iteration 18Q: 3 clusters Score -1.033405e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -10334043.000000 Penalty: 3674.017822
	Iteration 19Q: 3 clusters Score -1.033404e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -10334020.000000 Penalty: 3674.017822
	Iteration 20F: 3 clusters Score -1.033402e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -10334038.000000 Penalty: 3674.017822
	Iteration 21Q: 3 clusters Score -1.033404e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -10334056.000000 Penalty: 3674.017822
	Iteration 22Q: 3 clusters Score -1.033406e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10334094.000000 Penalty: 3674.017822
	Iteration 23Q: 3 clusters Score -1.033409e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -10334061.000000 Penalty: 3674.017822
	Iteration 24Q: 3 clusters Score -1.033406e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -10334081.000000 Penalty: 3674.017822
	Iteration 25Q: 3 clusters Score -1.033408e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -10334119.000000 Penalty: 3674.017822
	Iteration 26Q: 3 clusters Score -1.033412e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10334152.000000 Penalty: 3674.017822
	Iteration 27Q: 3 clusters Score -1.033415e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -10334203.000000 Penalty: 3674.017822
	Iteration 28Q: 3 clusters Score -1.03342e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -10334194.000000 Penalty: 3674.017822
	Iteration 29Q: 3 clusters Score -1.033419e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -10334258.000000 Penalty: 3674.017822
	Iteration 30Q: 3 clusters Score -1.033426e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -10334309.000000 Penalty: 3674.017822
	Iteration 31Q: 3 clusters Score -1.033431e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -10334400.000000 Penalty: 3674.017822
	Iteration 32Q: 3 clusters Score -1.03344e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -10334433.000000 Penalty: 3674.017822
	Iteration 33Q: 3 clusters Score -1.033443e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -10334531.000000 Penalty: 3674.017822
	Iteration 34Q: 3 clusters Score -1.033453e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -10334591.000000 Penalty: 3674.017822
	Iteration 35Q: 3 clusters Score -1.033459e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -10334668.000000 Penalty: 3674.017822
	Iteration 36Q: 3 clusters Score -1.033467e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -10334752.000000 Penalty: 3674.017822
	Iteration 37Q: 3 clusters Score -1.033475e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -10334808.000000 Penalty: 3674.017822
	Iteration 38Q: 3 clusters Score -1.033481e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -10334911.000000 Penalty: 3674.017822
	Iteration 39Q: 3 clusters Score -1.033491e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -10335042.000000 Penalty: 3674.017822
	Iteration 40F: 3 clusters Score -1.033504e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -10335192.000000 Penalty: 3674.017822
	Iteration 41Q: 3 clusters Score -1.033519e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -10335370.000000 Penalty: 3674.017822
	Iteration 42Q: 3 clusters Score -1.033537e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -10335496.000000 Penalty: 3674.017822
	Iteration 43Q: 3 clusters Score -1.03355e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -10335706.000000 Penalty: 3674.017822
	Iteration 44Q: 3 clusters Score -1.033571e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -10336009.000000 Penalty: 3674.017822
	Iteration 45Q: 3 clusters Score -1.033601e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -10336272.000000 Penalty: 3674.017822
	Iteration 46Q: 3 clusters Score -1.033627e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -10336455.000000 Penalty: 3674.017822
	Iteration 47Q: 3 clusters Score -1.033646e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -10336727.000000 Penalty: 3674.017822
	Iteration 48Q: 3 clusters Score -1.033673e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -10337028.000000 Penalty: 3674.017822
	Iteration 49Q: 3 clusters Score -1.033703e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -10337290.000000 Penalty: 3674.017822
	Iteration 50Q: 3 clusters Score -1.033729e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -10337628.000000 Penalty: 3674.017822
	Iteration 51Q: 3 clusters Score -1.033763e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -10337923.000000 Penalty: 3674.017822
	Iteration 52Q: 3 clusters Score -1.033792e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -10338227.000000 Penalty: 3674.017822
	Iteration 53Q: 3 clusters Score -1.033823e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -10338477.000000 Penalty: 3674.017822
	Iteration 54Q: 3 clusters Score -1.033848e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -10338771.000000 Penalty: 3674.017822
	Iteration 55Q: 3 clusters Score -1.033877e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -10338985.000000 Penalty: 3674.017822
	Iteration 56Q: 3 clusters Score -1.033898e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -10339273.000000 Penalty: 3674.017822
	Iteration 57Q: 3 clusters Score -1.033927e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -10339541.000000 Penalty: 3674.017822
	Iteration 58Q: 3 clusters Score -1.033954e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -10339754.000000 Penalty: 3674.017822
	Iteration 59Q: 3 clusters Score -1.033975e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -10340024.000000 Penalty: 3674.017822
	Iteration 60F: 3 clusters Score -1.034002e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -10340245.000000 Penalty: 3674.017822
	Iteration 61Q: 3 clusters Score -1.034024e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -10340499.000000 Penalty: 3674.017822
	Iteration 62Q: 3 clusters Score -1.03405e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -10340740.000000 Penalty: 3674.017822
	Iteration 63Q: 3 clusters Score -1.034074e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -10340986.000000 Penalty: 3674.017822
	Iteration 64Q: 3 clusters Score -1.034099e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -10341221.000000 Penalty: 3674.017822
	Iteration 65Q: 3 clusters Score -1.034122e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -10341383.000000 Penalty: 3674.017822
	Iteration 66Q: 3 clusters Score -1.034138e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -10341495.000000 Penalty: 3674.017822
	Iteration 67Q: 3 clusters Score -1.03415e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -10341650.000000 Penalty: 3674.017822
	Iteration 68Q: 3 clusters Score -1.034165e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -10341730.000000 Penalty: 3674.017822
	Iteration 69Q: 3 clusters Score -1.034173e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -10341831.000000 Penalty: 3674.017822
	Iteration 70Q: 3 clusters Score -1.034183e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -10341887.000000 Penalty: 3674.017822
	Iteration 71Q: 3 clusters Score -1.034189e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10341905.000000 Penalty: 3674.017822
	Iteration 72Q: 3 clusters Score -1.03419e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -10341888.000000 Penalty: 3674.017822
	Iteration 73Q: 3 clusters Score -1.034189e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -10341936.000000 Penalty: 3674.017822
	Iteration 74Q: 3 clusters Score -1.034194e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10341951.000000 Penalty: 3674.017822
	Iteration 75Q: 3 clusters Score -1.034195e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10341937.000000 Penalty: 3674.017822
	Iteration 76Q: 3 clusters Score -1.034194e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10341925.000000 Penalty: 3674.017822
	Iteration 77Q: 3 clusters Score -1.034192e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10341971.000000 Penalty: 3674.017822
	Iteration 78Q: 3 clusters Score -1.034197e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10342003.000000 Penalty: 3674.017822
	Iteration 79Q: 3 clusters Score -1.0342e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10342012.000000 Penalty: 3674.017822
	Iteration 80F: 3 clusters Score -1.034201e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10342017.000000 Penalty: 3674.017822
	Iteration 81Q: 3 clusters Score -1.034202e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10342022.000000 Penalty: 3674.017822
	Iteration 82Q: 3 clusters Score -1.034202e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10342039.000000 Penalty: 3674.017822
	Iteration 83Q: 3 clusters Score -1.034204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10342033.000000 Penalty: 3674.017822
	Iteration 84Q: 3 clusters Score -1.034203e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10342039.000000 Penalty: 3674.017822
	Iteration 85Q: 3 clusters Score -1.034204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10342022.000000 Penalty: 3674.017822
	Iteration 86Q: 3 clusters Score -1.034202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10342027.000000 Penalty: 3674.017822
	Iteration 87Q: 3 clusters Score -1.034203e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10342016.000000 Penalty: 3674.017822
	Iteration 88Q: 3 clusters Score -1.034202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10341995.000000 Penalty: 3674.017822
	Iteration 89Q: 3 clusters Score -1.0342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10342002.000000 Penalty: 3674.017822
	Iteration 90Q: 3 clusters Score -1.0342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10341991.000000 Penalty: 3674.017822
	Iteration 91Q: 3 clusters Score -1.034199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10342018.000000 Penalty: 3674.017822
	Iteration 92Q: 3 clusters Score -1.034202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10342014.000000 Penalty: 3674.017822
	Iteration 93Q: 3 clusters Score -1.034201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10342014.000000 Penalty: 3674.017822
	Iteration 94Q: 3 clusters Score -1.034201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10341993.000000 Penalty: 3674.017822
	Iteration 95Q: 3 clusters Score -1.034199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10342018.000000 Penalty: 3674.017822
	Iteration 96Q: 3 clusters Score -1.034202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10342012.000000 Penalty: 3674.017822
	Iteration 97Q: 3 clusters Score -1.034201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10342013.000000 Penalty: 3674.017822
	Iteration 98Q: 3 clusters Score -1.034201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10342004.000000 Penalty: 3674.017822
	Iteration 99Q: 3 clusters Score -1.0342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10342006.000000 Penalty: 3674.017822
	Iteration 100F: 3 clusters Score -1.034201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10342010.000000 Penalty: 3674.017822
	Iteration 101Q: 3 clusters Score -1.034201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10342019.000000 Penalty: 3674.017822
	Iteration 102Q: 3 clusters Score -1.034202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10342030.000000 Penalty: 3674.017822
	Iteration 103Q: 3 clusters Score -1.034203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10342030.000000 Penalty: 3674.017822
	Iteration 104Q: 3 clusters Score -1.034203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10342026.000000 Penalty: 3674.017822
	Iteration 105Q: 3 clusters Score -1.034203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10342031.000000 Penalty: 3674.017822
	Iteration 106Q: 3 clusters Score -1.034203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10342030.000000 Penalty: 3674.017822
	Iteration 107Q: 3 clusters Score -1.034203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10342028.000000 Penalty: 3674.017822
	Iteration 108Q: 3 clusters Score -1.034203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10342024.000000 Penalty: 3674.017822
	Iteration 109Q: 3 clusters Score -1.034202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10342019.000000 Penalty: 3674.017822
	Iteration 110Q: 3 clusters Score -1.034202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10342024.000000 Penalty: 3674.017822
	Iteration 111Q: 3 clusters Score -1.034202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10342019.000000 Penalty: 3674.017822
	Iteration 112Q: 3 clusters Score -1.034202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10342020.000000 Penalty: 3674.017822
	Iteration 113Q: 3 clusters Score -1.034202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10342022.000000 Penalty: 3674.017822
	Iteration 114Q: 3 clusters Score -1.034202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10342022.000000 Penalty: 3674.017822
	Iteration 115F: 3 clusters Score -1.034202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Entering Unmasked Estep 
Score: -7357792.500000 Penalty: 1781.517578
	Iteration 0F: 2 clusters Score -7357792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7319493.500000 Penalty: 3563.035156
	Iteration 0F: 3 clusters Score -7319494 nChanged 27145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7334784.000000 Penalty: 3563.035156
	Iteration 1F: 3 clusters Score -7334784 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7335632.500000 Penalty: 3563.035156
	Iteration 2Q: 3 clusters Score -7335632 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -7336971.000000 Penalty: 3563.035156
	Iteration 3F: 3 clusters Score -7336971 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -7339323.000000 Penalty: 3563.035156
	Iteration 4F: 3 clusters Score -7339323 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -7343165.000000 Penalty: 3563.035156
	Iteration 5F: 3 clusters Score -7343165 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -7348327.500000 Penalty: 3563.035156
	Iteration 6F: 3 clusters Score -7348328 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7352704.500000 Penalty: 3563.035156
	Iteration 7F: 3 clusters Score -7352704 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7355085.000000 Penalty: 3563.035156
	Iteration 8Q: 3 clusters Score -7355085 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7355868.000000 Penalty: 3563.035156
	Iteration 9Q: 3 clusters Score -7355868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7356092.500000 Penalty: 3563.035156
	Iteration 10Q: 3 clusters Score -7356092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7356147.000000 Penalty: 3563.035156
	Iteration 11Q: 3 clusters Score -7356147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7356174.500000 Penalty: 3563.035156
	Iteration 12Q: 3 clusters Score -7356174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7356184.500000 Penalty: 3563.035156
	Iteration 13Q: 3 clusters Score -7356184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7356183.000000 Penalty: 3563.035156
	Iteration 14Q: 3 clusters Score -7356183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7356184.500000 Penalty: 3563.035156
	Iteration 15Q: 3 clusters Score -7356184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7356189.000000 Penalty: 3563.035156
	Iteration 16Q: 3 clusters Score -7356189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7356189.000000 Penalty: 3563.035156
	Iteration 17F: 3 clusters Score -7356189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14737.197266 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14737.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14920.972656 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -14920.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14961.081055 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -14961.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14978.396484 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -14978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14978.396484 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -14978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -117027.812500 Penalty: 1111.588867
	Iteration 0F: 2 clusters Score -117027.8 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 473 members 
Entering Unmasked Estep 
Score: -115601.007812 Penalty: 2223.177734
	Iteration 0F: 3 clusters Score -115601 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115844.015625 Penalty: 2223.177734
	Iteration 1F: 3 clusters Score -115844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115911.382812 Penalty: 2223.177734
	Iteration 2F: 3 clusters Score -115911.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115949.460938 Penalty: 2223.177734
	Iteration 3Q: 3 clusters Score -115949.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115966.781250 Penalty: 2223.177734
	Iteration 4Q: 3 clusters Score -115966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115974.789062 Penalty: 2223.177734
	Iteration 5Q: 3 clusters Score -115974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115981.875000 Penalty: 2223.177734
	Iteration 6Q: 3 clusters Score -115981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115987.421875 Penalty: 2223.177734
	Iteration 7Q: 3 clusters Score -115987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115987.929688 Penalty: 2223.177734
	Iteration 8Q: 3 clusters Score -115987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115988.890625 Penalty: 2223.177734
	Iteration 9Q: 3 clusters Score -115988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115989.664062 Penalty: 2223.177734
	Iteration 10Q: 3 clusters Score -115989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115990.289062 Penalty: 2223.177734
	Iteration 11Q: 3 clusters Score -115990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115991.078125 Penalty: 2223.177734
	Iteration 12Q: 3 clusters Score -115991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115992.015625 Penalty: 2223.177734
	Iteration 13Q: 3 clusters Score -115992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115993.171875 Penalty: 2223.177734
	Iteration 14Q: 3 clusters Score -115993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115993.343750 Penalty: 2223.177734
	Iteration 15Q: 3 clusters Score -115993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115993.343750 Penalty: 2223.177734
	Iteration 16F: 3 clusters Score -115993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45831.226562 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45831.23 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46478.714844 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46478.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46791.496094 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46791.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46864.714844 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -46864.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46940.746094 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -46940.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46978.417969 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -46978.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47011.355469 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -47011.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47019.648438 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -47019.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47020.781250 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -47020.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47020.781250 Penalty: 2005.123413
	Iteration 9F: 3 clusters Score -47020.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69783 members 
Mstep: Class 4 contains 81200 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 57710 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 118 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37195 members 
Mstep: Class 13 contains 23944 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73220 members 
Mstep: Class 18 contains 32734 members 
Mstep: Class 19 contains 36495 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68917 members 
Entering Unmasked Estep 
Score: -61628748.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61629428.000000 to -61628748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15883.453125 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15883.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16132.614258 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16132.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16224.979492 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16224.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16283.566406 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16283.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16355.935547 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16355.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16376.216797 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -16376.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16390.960938 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -16390.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16390.960938 Penalty: 1728.389038
	Iteration 7F: 3 clusters Score -16390.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Entering Unmasked Estep 
Score: -4545135.000000 Penalty: 1710.138550
	Iteration 0F: 2 clusters Score -4545135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4520209.500000 Penalty: 3420.277100
	Iteration 0F: 3 clusters Score -4520210 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4529754.500000 Penalty: 3420.277100
	Iteration 1F: 3 clusters Score -4529754 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4530249.500000 Penalty: 3420.277100
	Iteration 2Q: 3 clusters Score -4530250 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4530783.500000 Penalty: 3420.277100
	Iteration 3Q: 3 clusters Score -4530784 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4531339.500000 Penalty: 3420.277100
	Iteration 4Q: 3 clusters Score -4531340 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4531953.000000 Penalty: 3420.277100
	Iteration 5Q: 3 clusters Score -4531953 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4532646.000000 Penalty: 3420.277100
	Iteration 6Q: 3 clusters Score -4532646 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4533499.500000 Penalty: 3420.277100
	Iteration 7Q: 3 clusters Score -4533500 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4534455.000000 Penalty: 3420.277100
	Iteration 8F: 3 clusters Score -4534455 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4535453.000000 Penalty: 3420.277100
	Iteration 9Q: 3 clusters Score -4535453 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4536327.500000 Penalty: 3420.277100
	Iteration 10Q: 3 clusters Score -4536328 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4536952.000000 Penalty: 3420.277100
	Iteration 11Q: 3 clusters Score -4536952 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4537321.500000 Penalty: 3420.277100
	Iteration 12Q: 3 clusters Score -4537322 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4537533.500000 Penalty: 3420.277100
	Iteration 13Q: 3 clusters Score -4537534 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4537625.000000 Penalty: 3420.277100
	Iteration 14Q: 3 clusters Score -4537625 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4537683.500000 Penalty: 3420.277100
	Iteration 15Q: 3 clusters Score -4537684 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4537719.500000 Penalty: 3420.277100
	Iteration 16Q: 3 clusters Score -4537720 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4537780.500000 Penalty: 3420.277100
	Iteration 17Q: 3 clusters Score -4537780 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4537821.500000 Penalty: 3420.277100
	Iteration 18Q: 3 clusters Score -4537822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4537852.500000 Penalty: 3420.277100
	Iteration 19Q: 3 clusters Score -4537852 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4537877.000000 Penalty: 3420.277100
	Iteration 20F: 3 clusters Score -4537877 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4537938.500000 Penalty: 3420.277100
	Iteration 21Q: 3 clusters Score -4537938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4537979.500000 Penalty: 3420.277100
	Iteration 22Q: 3 clusters Score -4537980 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4538039.000000 Penalty: 3420.277100
	Iteration 23Q: 3 clusters Score -4538039 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4538087.000000 Penalty: 3420.277100
	Iteration 24Q: 3 clusters Score -4538087 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4538151.000000 Penalty: 3420.277100
	Iteration 25Q: 3 clusters Score -4538151 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4538223.500000 Penalty: 3420.277100
	Iteration 26Q: 3 clusters Score -4538224 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4538298.500000 Penalty: 3420.277100
	Iteration 27Q: 3 clusters Score -4538298 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4538448.000000 Penalty: 3420.277100
	Iteration 28Q: 3 clusters Score -4538448 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4538577.000000 Penalty: 3420.277100
	Iteration 29Q: 3 clusters Score -4538577 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4538779.500000 Penalty: 3420.277100
	Iteration 30Q: 3 clusters Score -4538780 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4538969.000000 Penalty: 3420.277100
	Iteration 31Q: 3 clusters Score -4538969 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4539197.000000 Penalty: 3420.277100
	Iteration 32Q: 3 clusters Score -4539197 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4539490.000000 Penalty: 3420.277100
	Iteration 33Q: 3 clusters Score -4539490 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4539747.500000 Penalty: 3420.277100
	Iteration 34Q: 3 clusters Score -4539748 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4540033.000000 Penalty: 3420.277100
	Iteration 35Q: 3 clusters Score -4540033 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4540315.500000 Penalty: 3420.277100
	Iteration 36Q: 3 clusters Score -4540316 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4540551.500000 Penalty: 3420.277100
	Iteration 37Q: 3 clusters Score -4540552 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4540823.000000 Penalty: 3420.277100
	Iteration 38Q: 3 clusters Score -4540823 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4541087.500000 Penalty: 3420.277100
	Iteration 39Q: 3 clusters Score -4541088 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4541335.000000 Penalty: 3420.277100
	Iteration 40F: 3 clusters Score -4541335 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4541596.500000 Penalty: 3420.277100
	Iteration 41Q: 3 clusters Score -4541596 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4541833.500000 Penalty: 3420.277100
	Iteration 42Q: 3 clusters Score -4541834 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4542086.500000 Penalty: 3420.277100
	Iteration 43Q: 3 clusters Score -4542086 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4542349.500000 Penalty: 3420.277100
	Iteration 44Q: 3 clusters Score -4542350 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4542588.500000 Penalty: 3420.277100
	Iteration 45Q: 3 clusters Score -4542588 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4542780.000000 Penalty: 3420.277100
	Iteration 46Q: 3 clusters Score -4542780 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4542932.000000 Penalty: 3420.277100
	Iteration 47Q: 3 clusters Score -4542932 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4543042.000000 Penalty: 3420.277100
	Iteration 48Q: 3 clusters Score -4543042 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4543156.500000 Penalty: 3420.277100
	Iteration 49Q: 3 clusters Score -4543156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4543250.500000 Penalty: 3420.277100
	Iteration 50Q: 3 clusters Score -4543250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4543364.000000 Penalty: 3420.277100
	Iteration 51Q: 3 clusters Score -4543364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4543435.000000 Penalty: 3420.277100
	Iteration 52Q: 3 clusters Score -4543435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4543497.500000 Penalty: 3420.277100
	Iteration 53Q: 3 clusters Score -4543498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4543557.500000 Penalty: 3420.277100
	Iteration 54Q: 3 clusters Score -4543558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4543634.500000 Penalty: 3420.277100
	Iteration 55Q: 3 clusters Score -4543634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4543691.500000 Penalty: 3420.277100
	Iteration 56Q: 3 clusters Score -4543692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4543721.000000 Penalty: 3420.277100
	Iteration 57Q: 3 clusters Score -4543721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4543745.500000 Penalty: 3420.277100
	Iteration 58Q: 3 clusters Score -4543746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4543760.500000 Penalty: 3420.277100
	Iteration 59Q: 3 clusters Score -4543760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4543781.000000 Penalty: 3420.277100
	Iteration 60F: 3 clusters Score -4543781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4543781.500000 Penalty: 3420.277100
	Iteration 61Q: 3 clusters Score -4543782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4543795.500000 Penalty: 3420.277100
	Iteration 62Q: 3 clusters Score -4543796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4543800.500000 Penalty: 3420.277100
	Iteration 63Q: 3 clusters Score -4543800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4543804.500000 Penalty: 3420.277100
	Iteration 64Q: 3 clusters Score -4543804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4543812.500000 Penalty: 3420.277100
	Iteration 65Q: 3 clusters Score -4543812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4543822.000000 Penalty: 3420.277100
	Iteration 66Q: 3 clusters Score -4543822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4543820.500000 Penalty: 3420.277100
	Iteration 67Q: 3 clusters Score -4543820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4543822.500000 Penalty: 3420.277100
	Iteration 68Q: 3 clusters Score -4543822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4543826.500000 Penalty: 3420.277100
	Iteration 69Q: 3 clusters Score -4543826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4543833.000000 Penalty: 3420.277100
	Iteration 70Q: 3 clusters Score -4543833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4543827.500000 Penalty: 3420.277100
	Iteration 71Q: 3 clusters Score -4543828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4543836.000000 Penalty: 3420.277100
	Iteration 72Q: 3 clusters Score -4543836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4543836.000000 Penalty: 3420.277100
	Iteration 73F: 3 clusters Score -4543836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -3035221.750000 Penalty: 1638.564453
	Iteration 0F: 2 clusters Score -3035222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3018988.750000 Penalty: 3277.128906
	Iteration 0F: 3 clusters Score -3018989 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3024995.500000 Penalty: 3277.128906
	Iteration 1F: 3 clusters Score -3024996 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3025317.000000 Penalty: 3277.128906
	Iteration 2Q: 3 clusters Score -3025317 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3025664.500000 Penalty: 3277.128906
	Iteration 3Q: 3 clusters Score -3025664 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3026055.250000 Penalty: 3277.128906
	Iteration 4Q: 3 clusters Score -3026055 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3026573.750000 Penalty: 3277.128906
	Iteration 5Q: 3 clusters Score -3026574 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3027245.500000 Penalty: 3277.128906
	Iteration 6F: 3 clusters Score -3027246 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3028299.750000 Penalty: 3277.128906
	Iteration 7F: 3 clusters Score -3028300 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3029822.250000 Penalty: 3277.128906
	Iteration 8F: 3 clusters Score -3029822 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3031463.750000 Penalty: 3277.128906
	Iteration 9F: 3 clusters Score -3031464 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3032766.750000 Penalty: 3277.128906
	Iteration 10F: 3 clusters Score -3032767 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3033479.500000 Penalty: 3277.128906
	Iteration 11Q: 3 clusters Score -3033480 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3033809.000000 Penalty: 3277.128906
	Iteration 12Q: 3 clusters Score -3033809 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3033990.500000 Penalty: 3277.128906
	Iteration 13Q: 3 clusters Score -3033990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3034080.750000 Penalty: 3277.128906
	Iteration 14Q: 3 clusters Score -3034081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3034123.000000 Penalty: 3277.128906
	Iteration 15Q: 3 clusters Score -3034123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3034133.500000 Penalty: 3277.128906
	Iteration 16Q: 3 clusters Score -3034134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3034139.000000 Penalty: 3277.128906
	Iteration 17Q: 3 clusters Score -3034139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3034147.250000 Penalty: 3277.128906
	Iteration 18Q: 3 clusters Score -3034147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3034148.500000 Penalty: 3277.128906
	Iteration 19Q: 3 clusters Score -3034148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3034151.500000 Penalty: 3277.128906
	Iteration 20F: 3 clusters Score -3034152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3034151.500000 Penalty: 3277.128906
	Iteration 21Q: 3 clusters Score -3034152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3034151.500000 Penalty: 3277.128906
	Iteration 22F: 3 clusters Score -3034152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -81446.406250 Penalty: 1068.676270
	Iteration 0F: 2 clusters Score -81446.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80237.171875 Penalty: 2137.352539
	Iteration 0F: 3 clusters Score -80237.17 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80467.578125 Penalty: 2137.352539
	Iteration 1F: 3 clusters Score -80467.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80543.101562 Penalty: 2137.352539
	Iteration 2F: 3 clusters Score -80543.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80608.992188 Penalty: 2137.352539
	Iteration 3Q: 3 clusters Score -80608.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80654.554688 Penalty: 2137.352539
	Iteration 4Q: 3 clusters Score -80654.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80697.335938 Penalty: 2137.352539
	Iteration 5Q: 3 clusters Score -80697.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -80744.203125 Penalty: 2137.352539
	Iteration 6Q: 3 clusters Score -80744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80796.914062 Penalty: 2137.352539
	Iteration 7Q: 3 clusters Score -80796.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80848.476562 Penalty: 2137.352539
	Iteration 8Q: 3 clusters Score -80848.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80890.304688 Penalty: 2137.352539
	Iteration 9Q: 3 clusters Score -80890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80900.421875 Penalty: 2137.352539
	Iteration 10Q: 3 clusters Score -80900.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80923.484375 Penalty: 2137.352539
	Iteration 11Q: 3 clusters Score -80923.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80931.000000 Penalty: 2137.352539
	Iteration 12Q: 3 clusters Score -80931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80933.054688 Penalty: 2137.352539
	Iteration 13Q: 3 clusters Score -80933.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80933.054688 Penalty: 2137.352539
	Iteration 14F: 3 clusters Score -80933.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Entering Unmasked Estep 
Score: -9374191.000000 Penalty: 1820.198975
	Iteration 0F: 2 clusters Score -9374191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9326575.000000 Penalty: 3640.397949
	Iteration 0F: 3 clusters Score -9326575 nChanged 34622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -9346472.000000 Penalty: 3640.397949
	Iteration 1F: 3 clusters Score -9346472 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -9347081.000000 Penalty: 3640.397949
	Iteration 2Q: 3 clusters Score -9347081 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -9347946.000000 Penalty: 3640.397949
	Iteration 3Q: 3 clusters Score -9347946 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -9349302.000000 Penalty: 3640.397949
	Iteration 4Q: 3 clusters Score -9349302 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -9351687.000000 Penalty: 3640.397949
	Iteration 5F: 3 clusters Score -9351687 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -9355568.000000 Penalty: 3640.397949
	Iteration 6F: 3 clusters Score -9355568 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -9360829.000000 Penalty: 3640.397949
	Iteration 7F: 3 clusters Score -9360829 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -9366187.000000 Penalty: 3640.397949
	Iteration 8F: 3 clusters Score -9366187 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9369833.000000 Penalty: 3640.397949
	Iteration 9F: 3 clusters Score -9369833 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9371495.000000 Penalty: 3640.397949
	Iteration 10Q: 3 clusters Score -9371495 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9372089.000000 Penalty: 3640.397949
	Iteration 11Q: 3 clusters Score -9372089 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9372374.000000 Penalty: 3640.397949
	Iteration 12Q: 3 clusters Score -9372374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9372470.000000 Penalty: 3640.397949
	Iteration 13Q: 3 clusters Score -9372470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9372527.000000 Penalty: 3640.397949
	Iteration 14Q: 3 clusters Score -9372527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9372552.000000 Penalty: 3640.397949
	Iteration 15Q: 3 clusters Score -9372552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9372577.000000 Penalty: 3640.397949
	Iteration 16Q: 3 clusters Score -9372577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9372589.000000 Penalty: 3640.397949
	Iteration 17Q: 3 clusters Score -9372589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9372604.000000 Penalty: 3640.397949
	Iteration 18Q: 3 clusters Score -9372604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9372613.000000 Penalty: 3640.397949
	Iteration 19Q: 3 clusters Score -9372613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9372622.000000 Penalty: 3640.397949
	Iteration 20F: 3 clusters Score -9372622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9372629.000000 Penalty: 3640.397949
	Iteration 21Q: 3 clusters Score -9372629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9372628.000000 Penalty: 3640.397949
	Iteration 22Q: 3 clusters Score -9372628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9372629.000000 Penalty: 3640.397949
	Iteration 23Q: 3 clusters Score -9372629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9372643.000000 Penalty: 3640.397949
	Iteration 24Q: 3 clusters Score -9372643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9372643.000000 Penalty: 3640.397949
	Iteration 25Q: 3 clusters Score -9372643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9372643.000000 Penalty: 3640.397949
	Iteration 26F: 3 clusters Score -9372643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Entering Unmasked Estep 
Score: -4170121.000000 Penalty: 1689.377563
	Iteration 0F: 2 clusters Score -4170121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4148103.500000 Penalty: 3378.755127
	Iteration 0F: 3 clusters Score -4148104 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4156454.250000 Penalty: 3378.755127
	Iteration 1F: 3 clusters Score -4156454 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4156781.750000 Penalty: 3378.755127
	Iteration 2Q: 3 clusters Score -4156782 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4157062.750000 Penalty: 3378.755127
	Iteration 3Q: 3 clusters Score -4157063 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4157380.750000 Penalty: 3378.755127
	Iteration 4Q: 3 clusters Score -4157381 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4157780.250000 Penalty: 3378.755127
	Iteration 5Q: 3 clusters Score -4157780 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4158394.250000 Penalty: 3378.755127
	Iteration 6Q: 3 clusters Score -4158394 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4159361.000000 Penalty: 3378.755127
	Iteration 7F: 3 clusters Score -4159361 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4160952.500000 Penalty: 3378.755127
	Iteration 8F: 3 clusters Score -4160952 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4163131.250000 Penalty: 3378.755127
	Iteration 9F: 3 clusters Score -4163131 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4165296.000000 Penalty: 3378.755127
	Iteration 10F: 3 clusters Score -4165296 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4166757.250000 Penalty: 3378.755127
	Iteration 11Q: 3 clusters Score -4166757 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4167569.500000 Penalty: 3378.755127
	Iteration 12Q: 3 clusters Score -4167570 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4168015.500000 Penalty: 3378.755127
	Iteration 13Q: 3 clusters Score -4168016 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4168230.250000 Penalty: 3378.755127
	Iteration 14Q: 3 clusters Score -4168230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4168383.250000 Penalty: 3378.755127
	Iteration 15Q: 3 clusters Score -4168383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4168458.500000 Penalty: 3378.755127
	Iteration 16Q: 3 clusters Score -4168458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4168530.750000 Penalty: 3378.755127
	Iteration 17Q: 3 clusters Score -4168531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4168571.500000 Penalty: 3378.755127
	Iteration 18Q: 3 clusters Score -4168572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4168602.000000 Penalty: 3378.755127
	Iteration 19Q: 3 clusters Score -4168602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4168617.000000 Penalty: 3378.755127
	Iteration 20F: 3 clusters Score -4168617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4168627.250000 Penalty: 3378.755127
	Iteration 21Q: 3 clusters Score -4168627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4168641.500000 Penalty: 3378.755127
	Iteration 22Q: 3 clusters Score -4168642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4168648.000000 Penalty: 3378.755127
	Iteration 23Q: 3 clusters Score -4168648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4168651.250000 Penalty: 3378.755127
	Iteration 24Q: 3 clusters Score -4168651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4168653.750000 Penalty: 3378.755127
	Iteration 25Q: 3 clusters Score -4168654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4168654.500000 Penalty: 3378.755127
	Iteration 26Q: 3 clusters Score -4168654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4168653.250000 Penalty: 3378.755127
	Iteration 27Q: 3 clusters Score -4168653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4168658.750000 Penalty: 3378.755127
	Iteration 28Q: 3 clusters Score -4168659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4168658.750000 Penalty: 3378.755127
	Iteration 29F: 3 clusters Score -4168659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Entering Unmasked Estep 
Score: -4719475.500000 Penalty: 1707.051147
	Iteration 0F: 2 clusters Score -4719476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4694947.000000 Penalty: 3414.102295
	Iteration 0F: 3 clusters Score -4694947 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4704216.500000 Penalty: 3414.102295
	Iteration 1F: 3 clusters Score -4704216 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4704691.000000 Penalty: 3414.102295
	Iteration 2Q: 3 clusters Score -4704691 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4705398.000000 Penalty: 3414.102295
	Iteration 3Q: 3 clusters Score -4705398 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4706536.000000 Penalty: 3414.102295
	Iteration 4F: 3 clusters Score -4706536 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4708498.000000 Penalty: 3414.102295
	Iteration 5F: 3 clusters Score -4708498 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4711270.500000 Penalty: 3414.102295
	Iteration 6F: 3 clusters Score -4711270 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4714156.000000 Penalty: 3414.102295
	Iteration 7F: 3 clusters Score -4714156 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4716228.500000 Penalty: 3414.102295
	Iteration 8F: 3 clusters Score -4716228 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4717185.500000 Penalty: 3414.102295
	Iteration 9Q: 3 clusters Score -4717186 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4717627.500000 Penalty: 3414.102295
	Iteration 10Q: 3 clusters Score -4717628 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4717787.000000 Penalty: 3414.102295
	Iteration 11Q: 3 clusters Score -4717787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4717887.000000 Penalty: 3414.102295
	Iteration 12Q: 3 clusters Score -4717887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4717944.500000 Penalty: 3414.102295
	Iteration 13Q: 3 clusters Score -4717944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4717971.000000 Penalty: 3414.102295
	Iteration 14Q: 3 clusters Score -4717971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4717989.000000 Penalty: 3414.102295
	Iteration 15Q: 3 clusters Score -4717989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4717998.000000 Penalty: 3414.102295
	Iteration 16Q: 3 clusters Score -4717998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4718009.500000 Penalty: 3414.102295
	Iteration 17Q: 3 clusters Score -4718010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4718006.000000 Penalty: 3414.102295
	Iteration 18Q: 3 clusters Score -4718006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4718011.500000 Penalty: 3414.102295
	Iteration 19Q: 3 clusters Score -4718012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4718011.500000 Penalty: 3414.102295
	Iteration 20F: 3 clusters Score -4718012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4718014.500000 Penalty: 3414.102295
	Iteration 21Q: 3 clusters Score -4718014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4718014.500000 Penalty: 3414.102295
	Iteration 22F: 3 clusters Score -4718014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26824.431641 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -26824.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26125.630859 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -26125.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26264.505859 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -26264.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26306.699219 Penalty: 1827.805786
	Iteration 2Q: 3 clusters Score -26306.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26350.257812 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -26350.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26377.099609 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -26377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26396.517578 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -26396.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26443.871094 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -26443.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26475.128906 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -26475.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26481.421875 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -26481.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26487.835938 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -26487.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26487.835938 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -26487.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Entering Unmasked Estep 
Score: -8779202.000000 Penalty: 1810.356934
	Iteration 0F: 2 clusters Score -8779202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8733676.000000 Penalty: 3620.713867
	Iteration 0F: 3 clusters Score -8733676 nChanged 32750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8752021.000000 Penalty: 3620.713867
	Iteration 1F: 3 clusters Score -8752021 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8752562.000000 Penalty: 3620.713867
	Iteration 2Q: 3 clusters Score -8752562 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -8753068.000000 Penalty: 3620.713867
	Iteration 3Q: 3 clusters Score -8753068 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8753786.000000 Penalty: 3620.713867
	Iteration 4Q: 3 clusters Score -8753786 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8754554.000000 Penalty: 3620.713867
	Iteration 5Q: 3 clusters Score -8754554 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -8755502.000000 Penalty: 3620.713867
	Iteration 6Q: 3 clusters Score -8755502 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -8757056.000000 Penalty: 3620.713867
	Iteration 7Q: 3 clusters Score -8757056 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8759568.000000 Penalty: 3620.713867
	Iteration 8F: 3 clusters Score -8759568 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -8763042.000000 Penalty: 3620.713867
	Iteration 9F: 3 clusters Score -8763042 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8767375.000000 Penalty: 3620.713867
	Iteration 10F: 3 clusters Score -8767375 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8771190.000000 Penalty: 3620.713867
	Iteration 11F: 3 clusters Score -8771190 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8773792.000000 Penalty: 3620.713867
	Iteration 12Q: 3 clusters Score -8773792 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8775429.000000 Penalty: 3620.713867
	Iteration 13Q: 3 clusters Score -8775429 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8776341.000000 Penalty: 3620.713867
	Iteration 14Q: 3 clusters Score -8776341 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8776909.000000 Penalty: 3620.713867
	Iteration 15Q: 3 clusters Score -8776909 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8777156.000000 Penalty: 3620.713867
	Iteration 16Q: 3 clusters Score -8777156 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8777340.000000 Penalty: 3620.713867
	Iteration 17Q: 3 clusters Score -8777340 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8777459.000000 Penalty: 3620.713867
	Iteration 18Q: 3 clusters Score -8777459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8777517.000000 Penalty: 3620.713867
	Iteration 19Q: 3 clusters Score -8777517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8777561.000000 Penalty: 3620.713867
	Iteration 20F: 3 clusters Score -8777561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8777589.000000 Penalty: 3620.713867
	Iteration 21Q: 3 clusters Score -8777589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8777610.000000 Penalty: 3620.713867
	Iteration 22Q: 3 clusters Score -8777610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8777621.000000 Penalty: 3620.713867
	Iteration 23Q: 3 clusters Score -8777621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8777644.000000 Penalty: 3620.713867
	Iteration 24Q: 3 clusters Score -8777644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8777649.000000 Penalty: 3620.713867
	Iteration 25Q: 3 clusters Score -8777649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8777667.000000 Penalty: 3620.713867
	Iteration 26Q: 3 clusters Score -8777667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8777681.000000 Penalty: 3620.713867
	Iteration 27Q: 3 clusters Score -8777681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8777680.000000 Penalty: 3620.713867
	Iteration 28Q: 3 clusters Score -8777680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8777687.000000 Penalty: 3620.713867
	Iteration 29Q: 3 clusters Score -8777687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8777697.000000 Penalty: 3620.713867
	Iteration 30Q: 3 clusters Score -8777697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8777694.000000 Penalty: 3620.713867
	Iteration 31Q: 3 clusters Score -8777694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8777692.000000 Penalty: 3620.713867
	Iteration 32Q: 3 clusters Score -8777692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8777695.000000 Penalty: 3620.713867
	Iteration 33Q: 3 clusters Score -8777695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8777696.000000 Penalty: 3620.713867
	Iteration 34Q: 3 clusters Score -8777696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8777694.000000 Penalty: 3620.713867
	Iteration 35Q: 3 clusters Score -8777694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8777695.000000 Penalty: 3620.713867
	Iteration 36Q: 3 clusters Score -8777695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8777695.000000 Penalty: 3620.713867
	Iteration 37F: 3 clusters Score -8777695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69783 members 
Mstep: Class 4 contains 81200 members 
Mstep: Class 6 contains 57710 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37195 members 
Mstep: Class 13 contains 23944 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73220 members 
Mstep: Class 18 contains 32734 members 
Mstep: Class 19 contains 36495 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629440.000000 Penalty: 36216.003906
Iteration 159Q: 18 clusters Score -6.162944e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69735 members 
Mstep: Class 4 contains 80795 members 
Mstep: Class 6 contains 57781 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37197 members 
Mstep: Class 13 contains 23948 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73218 members 
Mstep: Class 18 contains 32710 members 
Mstep: Class 19 contains 36903 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629516.000000 Penalty: 36216.003906
Iteration 160F: 18 clusters Score -6.162952e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69680 members 
Mstep: Class 4 contains 80417 members 
Mstep: Class 6 contains 57822 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37212 members 
Mstep: Class 13 contains 23943 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73218 members 
Mstep: Class 18 contains 32691 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629620.000000 Penalty: 36216.003906
Iteration 161Q: 18 clusters Score -6.162962e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69624 members 
Mstep: Class 4 contains 80050 members 
Mstep: Class 6 contains 57869 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37217 members 
Mstep: Class 13 contains 23951 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73200 members 
Mstep: Class 18 contains 32672 members 
Mstep: Class 19 contains 37726 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629692.000000 Penalty: 36216.003906
Iteration 162Q: 18 clusters Score -6.162969e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 69575 members 
Mstep: Class 4 contains 79656 members 
Mstep: Class 6 contains 57921 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37228 members 
Mstep: Class 13 contains 23954 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73178 members 
Mstep: Class 18 contains 32661 members 
Mstep: Class 19 contains 38130 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629620.000000 Penalty: 36216.003906
Iteration 163Q: 18 clusters Score -6.162962e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 69524 members 
Mstep: Class 4 contains 79283 members 
Mstep: Class 6 contains 57951 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37237 members 
Mstep: Class 13 contains 23958 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73168 members 
Mstep: Class 18 contains 32649 members 
Mstep: Class 19 contains 38526 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629776.000000 Penalty: 36216.003906
Iteration 164Q: 18 clusters Score -6.162978e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 69479 members 
Mstep: Class 4 contains 78934 members 
Mstep: Class 6 contains 57973 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37257 members 
Mstep: Class 13 contains 23960 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73156 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 38900 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629816.000000 Penalty: 36216.003906
Iteration 165Q: 18 clusters Score -6.162982e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 69445 members 
Mstep: Class 4 contains 78604 members 
Mstep: Class 6 contains 57999 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37254 members 
Mstep: Class 13 contains 23964 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73142 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 39273 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630000.000000 Penalty: 36216.003906
Iteration 166Q: 18 clusters Score -6.163e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 69411 members 
Mstep: Class 4 contains 78311 members 
Mstep: Class 6 contains 58032 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37251 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73126 members 
Mstep: Class 18 contains 32616 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630056.000000 Penalty: 36216.003906
Iteration 167Q: 18 clusters Score -6.163006e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 69377 members 
Mstep: Class 4 contains 78022 members 
Mstep: Class 6 contains 58052 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37251 members 
Mstep: Class 13 contains 23963 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73100 members 
Mstep: Class 18 contains 32603 members 
Mstep: Class 19 contains 39951 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630104.000000 Penalty: 36216.003906
Iteration 168Q: 18 clusters Score -6.16301e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 69345 members 
Mstep: Class 4 contains 77748 members 
Mstep: Class 6 contains 58058 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37249 members 
Mstep: Class 13 contains 23962 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73084 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 40283 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 18 clusters Score -6.163007e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 69294 members 
Mstep: Class 4 contains 77477 members 
Mstep: Class 6 contains 58073 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37244 members 
Mstep: Class 13 contains 23963 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73055 members 
Mstep: Class 18 contains 32589 members 
Mstep: Class 19 contains 40631 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68875 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -6.163019e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 69249 members 
Mstep: Class 4 contains 77251 members 
Mstep: Class 6 contains 58081 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37225 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73025 members 
Mstep: Class 18 contains 32581 members 
Mstep: Class 19 contains 40934 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 18 clusters Score -6.163026e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 69216 members 
Mstep: Class 4 contains 77025 members 
Mstep: Class 6 contains 58078 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37213 members 
Mstep: Class 13 contains 23974 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 73007 members 
Mstep: Class 18 contains 32581 members 
Mstep: Class 19 contains 41215 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68896 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 18 clusters Score -6.163036e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69186 members 
Mstep: Class 4 contains 76801 members 
Mstep: Class 6 contains 58081 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37205 members 
Mstep: Class 13 contains 23974 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72990 members 
Mstep: Class 18 contains 32570 members 
Mstep: Class 19 contains 41496 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68904 members 
Entering Unmasked Estep 
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Iteration 173Q: 18 clusters Score -6.163054e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69155 members 
Mstep: Class 4 contains 76556 members 
Mstep: Class 6 contains 58075 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72970 members 
Mstep: Class 18 contains 32557 members 
Mstep: Class 19 contains 41820 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68910 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -6.163053e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69140 members 
Mstep: Class 4 contains 76312 members 
Mstep: Class 6 contains 58063 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37194 members 
Mstep: Class 13 contains 23964 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72947 members 
Mstep: Class 18 contains 32531 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68898 members 
Entering Unmasked Estep 
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Iteration 175Q: 18 clusters Score -6.163047e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69116 members 
Mstep: Class 4 contains 76051 members 
Mstep: Class 6 contains 58049 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37185 members 
Mstep: Class 13 contains 23960 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72920 members 
Mstep: Class 18 contains 32511 members 
Mstep: Class 19 contains 42523 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68891 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -6.163044e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 69104 members 
Mstep: Class 4 contains 75797 members 
Mstep: Class 6 contains 58042 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37187 members 
Mstep: Class 13 contains 23952 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72881 members 
Mstep: Class 18 contains 32492 members 
Mstep: Class 19 contains 42867 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68888 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -6.163039e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 69101 members 
Mstep: Class 4 contains 75563 members 
Mstep: Class 6 contains 58038 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 13 contains 23946 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72839 members 
Mstep: Class 18 contains 32478 members 
Mstep: Class 19 contains 43193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68882 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -6.163036e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 69097 members 
Mstep: Class 4 contains 75332 members 
Mstep: Class 6 contains 58040 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37164 members 
Mstep: Class 13 contains 23942 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72802 members 
Mstep: Class 18 contains 32467 members 
Mstep: Class 19 contains 43501 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 18 clusters Score -6.163036e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 69106 members 
Mstep: Class 4 contains 75104 members 
Mstep: Class 6 contains 58042 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37166 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72767 members 
Mstep: Class 18 contains 32450 members 
Mstep: Class 19 contains 43773 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68872 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 18 clusters Score -6.163034e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 69110 members 
Mstep: Class 4 contains 74897 members 
Mstep: Class 6 contains 58035 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37157 members 
Mstep: Class 13 contains 23932 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72728 members 
Mstep: Class 18 contains 32436 members 
Mstep: Class 19 contains 44050 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 18 clusters Score -6.163046e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 69103 members 
Mstep: Class 4 contains 74685 members 
Mstep: Class 6 contains 58036 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 13 contains 23927 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72700 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 44325 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630480.000000 Penalty: 36216.003906
Iteration 182Q: 18 clusters Score -6.163048e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69095 members 
Mstep: Class 4 contains 74473 members 
Mstep: Class 6 contains 58034 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 13 contains 23924 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72667 members 
Mstep: Class 18 contains 32418 members 
Mstep: Class 19 contains 44591 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630528.000000 Penalty: 36216.003906
Iteration 183Q: 18 clusters Score -6.163053e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69080 members 
Mstep: Class 4 contains 74247 members 
Mstep: Class 6 contains 58037 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37141 members 
Mstep: Class 13 contains 23923 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 72624 members 
Mstep: Class 18 contains 32411 members 
Mstep: Class 19 contains 44888 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630644.000000 Penalty: 36216.003906
Iteration 184Q: 18 clusters Score -6.163064e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69072 members 
Mstep: Class 4 contains 74004 members 
Mstep: Class 6 contains 58038 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37139 members 
Mstep: Class 13 contains 23917 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72591 members 
Mstep: Class 18 contains 32400 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630716.000000 Penalty: 36216.003906
Iteration 185Q: 18 clusters Score -6.163072e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69046 members 
Mstep: Class 4 contains 73778 members 
Mstep: Class 6 contains 58035 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 936 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37138 members 
Mstep: Class 13 contains 23914 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72566 members 
Mstep: Class 18 contains 32377 members 
Mstep: Class 19 contains 45482 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630812.000000 Penalty: 36216.003906
Iteration 186Q: 18 clusters Score -6.163081e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 69026 members 
Mstep: Class 4 contains 73573 members 
Mstep: Class 6 contains 58032 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37129 members 
Mstep: Class 13 contains 23905 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72530 members 
Mstep: Class 18 contains 32356 members 
Mstep: Class 19 contains 45785 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630872.000000 Penalty: 36216.003906
Iteration 187Q: 18 clusters Score -6.163087e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 69006 members 
Mstep: Class 4 contains 73350 members 
Mstep: Class 6 contains 58030 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37132 members 
Mstep: Class 13 contains 23899 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72499 members 
Mstep: Class 18 contains 32349 members 
Mstep: Class 19 contains 46072 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630980.000000 Penalty: 36216.003906
Iteration 188Q: 18 clusters Score -6.163098e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 68989 members 
Mstep: Class 4 contains 73143 members 
Mstep: Class 6 contains 58027 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37136 members 
Mstep: Class 13 contains 23896 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72461 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 46351 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631052.000000 Penalty: 36216.003906
Iteration 189Q: 18 clusters Score -6.163105e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 68969 members 
Mstep: Class 4 contains 72961 members 
Mstep: Class 6 contains 58020 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37127 members 
Mstep: Class 13 contains 23892 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72436 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 46623 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 18 clusters Score -6.163118e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 68953 members 
Mstep: Class 4 contains 72806 members 
Mstep: Class 6 contains 58013 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37118 members 
Mstep: Class 13 contains 23885 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72401 members 
Mstep: Class 18 contains 32311 members 
Mstep: Class 19 contains 46868 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631104.000000 Penalty: 36216.003906
Iteration 191Q: 18 clusters Score -6.16311e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 68942 members 
Mstep: Class 4 contains 72641 members 
Mstep: Class 6 contains 58015 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37115 members 
Mstep: Class 13 contains 23884 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72354 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 47110 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631140.000000 Penalty: 36216.003906
Iteration 192Q: 18 clusters Score -6.163114e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 68927 members 
Mstep: Class 4 contains 72505 members 
Mstep: Class 6 contains 58011 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37113 members 
Mstep: Class 13 contains 23885 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72321 members 
Mstep: Class 18 contains 32286 members 
Mstep: Class 19 contains 47324 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 18 clusters Score -6.163119e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 68897 members 
Mstep: Class 4 contains 72401 members 
Mstep: Class 6 contains 58016 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37111 members 
Mstep: Class 13 contains 23880 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72284 members 
Mstep: Class 18 contains 32274 members 
Mstep: Class 19 contains 47525 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631140.000000 Penalty: 36216.003906
Iteration 194Q: 18 clusters Score -6.163114e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 68869 members 
Mstep: Class 4 contains 72272 members 
Mstep: Class 6 contains 58017 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37102 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72262 members 
Mstep: Class 18 contains 32259 members 
Mstep: Class 19 contains 47743 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 18 clusters Score -6.163127e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68858 members 
Mstep: Class 4 contains 72136 members 
Mstep: Class 6 contains 58011 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37091 members 
Mstep: Class 13 contains 23860 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72244 members 
Mstep: Class 18 contains 32248 members 
Mstep: Class 19 contains 47966 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 18 clusters Score -6.163135e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68822 members 
Mstep: Class 4 contains 72018 members 
Mstep: Class 6 contains 58005 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37086 members 
Mstep: Class 13 contains 23853 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72213 members 
Mstep: Class 18 contains 32236 members 
Mstep: Class 19 contains 48201 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 18 clusters Score -6.163132e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68795 members 
Mstep: Class 4 contains 71905 members 
Mstep: Class 6 contains 58005 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37075 members 
Mstep: Class 13 contains 23839 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72186 members 
Mstep: Class 18 contains 32230 members 
Mstep: Class 19 contains 48415 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 18 clusters Score -6.163128e+07 nChanged 327
Entering ConstructFrom: 
Score: -61631284.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -536177.125000 Penalty: 1369.857178
	Iteration 0F: 2 clusters Score -536177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -532466.312500 Penalty: 2739.714355
	Iteration 0F: 3 clusters Score -532466.3 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -533548.937500 Penalty: 2739.714355
	Iteration 1F: 3 clusters Score -533548.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -533819.625000 Penalty: 2739.714355
	Iteration 2F: 3 clusters Score -533819.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -534042.125000 Penalty: 2739.714355
	Iteration 3F: 3 clusters Score -534042.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -534200.625000 Penalty: 2739.714355
	Iteration 4F: 3 clusters Score -534200.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -534343.937500 Penalty: 2739.714355
	Iteration 5Q: 3 clusters Score -534343.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -534467.562500 Penalty: 2739.714355
	Iteration 6Q: 3 clusters Score -534467.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -534615.375000 Penalty: 2739.714355
	Iteration 7Q: 3 clusters Score -534615.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -534790.500000 Penalty: 2739.714355
	Iteration 8Q: 3 clusters Score -534790.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -534973.125000 Penalty: 2739.714355
	Iteration 9Q: 3 clusters Score -534973.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -535150.375000 Penalty: 2739.714355
	Iteration 10Q: 3 clusters Score -535150.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -535264.875000 Penalty: 2739.714355
	Iteration 11Q: 3 clusters Score -535264.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -535316.875000 Penalty: 2739.714355
	Iteration 12Q: 3 clusters Score -535316.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -535346.187500 Penalty: 2739.714355
	Iteration 13Q: 3 clusters Score -535346.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -535369.437500 Penalty: 2739.714355
	Iteration 14Q: 3 clusters Score -535369.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -535393.312500 Penalty: 2739.714355
	Iteration 15Q: 3 clusters Score -535393.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -535414.062500 Penalty: 2739.714355
	Iteration 16Q: 3 clusters Score -535414.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -535423.875000 Penalty: 2739.714355
	Iteration 17Q: 3 clusters Score -535423.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -535427.000000 Penalty: 2739.714355
	Iteration 18Q: 3 clusters Score -535427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -535431.000000 Penalty: 2739.714355
	Iteration 19Q: 3 clusters Score -535431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -535433.562500 Penalty: 2739.714355
	Iteration 20F: 3 clusters Score -535433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -535434.562500 Penalty: 2739.714355
	Iteration 21Q: 3 clusters Score -535434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -535434.750000 Penalty: 2739.714355
	Iteration 22Q: 3 clusters Score -535434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -535434.875000 Penalty: 2739.714355
	Iteration 23Q: 3 clusters Score -535434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -535434.562500 Penalty: 2739.714355
	Iteration 24Q: 3 clusters Score -535434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -535434.562500 Penalty: 2739.714355
	Iteration 25Q: 3 clusters Score -535434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -535435.375000 Penalty: 2739.714355
	Iteration 26Q: 3 clusters Score -535435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -535436.375000 Penalty: 2739.714355
	Iteration 27Q: 3 clusters Score -535436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -535437.062500 Penalty: 2739.714355
	Iteration 28Q: 3 clusters Score -535437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -535437.250000 Penalty: 2739.714355
	Iteration 29Q: 3 clusters Score -535437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -535438.187500 Penalty: 2739.714355
	Iteration 30Q: 3 clusters Score -535438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -535438.500000 Penalty: 2739.714355
	Iteration 31Q: 3 clusters Score -535438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -535438.562500 Penalty: 2739.714355
	Iteration 32Q: 3 clusters Score -535438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -535437.812500 Penalty: 2739.714355
	Iteration 33Q: 3 clusters Score -535437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -535438.187500 Penalty: 2739.714355
	Iteration 34Q: 3 clusters Score -535438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -535439.312500 Penalty: 2739.714355
	Iteration 35Q: 3 clusters Score -535439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -535439.062500 Penalty: 2739.714355
	Iteration 36Q: 3 clusters Score -535439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -535439.062500 Penalty: 2739.714355
	Iteration 37F: 3 clusters Score -535439.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -638432.812500 Penalty: 1386.174805
	Iteration 0F: 2 clusters Score -638432.8 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 2523 members 
Entering Unmasked Estep 
Score: -634424.312500 Penalty: 2772.349609
	Iteration 0F: 3 clusters Score -634424.3 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -635692.812500 Penalty: 2772.349609
	Iteration 1F: 3 clusters Score -635692.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -635937.750000 Penalty: 2772.349609
	Iteration 2F: 3 clusters Score -635937.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -636141.062500 Penalty: 2772.349609
	Iteration 3F: 3 clusters Score -636141.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -636334.500000 Penalty: 2772.349609
	Iteration 4F: 3 clusters Score -636334.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -636548.125000 Penalty: 2772.349609
	Iteration 5F: 3 clusters Score -636548.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -636756.625000 Penalty: 2772.349609
	Iteration 6F: 3 clusters Score -636756.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -636905.437500 Penalty: 2772.349609
	Iteration 7Q: 3 clusters Score -636905.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -637020.062500 Penalty: 2772.349609
	Iteration 8Q: 3 clusters Score -637020.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -637100.875000 Penalty: 2772.349609
	Iteration 9Q: 3 clusters Score -637100.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -637152.625000 Penalty: 2772.349609
	Iteration 10Q: 3 clusters Score -637152.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -637180.062500 Penalty: 2772.349609
	Iteration 11Q: 3 clusters Score -637180.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -637211.250000 Penalty: 2772.349609
	Iteration 12Q: 3 clusters Score -637211.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -637236.187500 Penalty: 2772.349609
	Iteration 13Q: 3 clusters Score -637236.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -637253.687500 Penalty: 2772.349609
	Iteration 14Q: 3 clusters Score -637253.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -637271.437500 Penalty: 2772.349609
	Iteration 15Q: 3 clusters Score -637271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -637286.812500 Penalty: 2772.349609
	Iteration 16Q: 3 clusters Score -637286.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -637298.187500 Penalty: 2772.349609
	Iteration 17Q: 3 clusters Score -637298.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -637308.250000 Penalty: 2772.349609
	Iteration 18Q: 3 clusters Score -637308.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -637317.062500 Penalty: 2772.349609
	Iteration 19Q: 3 clusters Score -637317.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -637324.250000 Penalty: 2772.349609
	Iteration 20F: 3 clusters Score -637324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -637329.437500 Penalty: 2772.349609
	Iteration 21Q: 3 clusters Score -637329.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -637335.687500 Penalty: 2772.349609
	Iteration 22Q: 3 clusters Score -637335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -637337.500000 Penalty: 2772.349609
	Iteration 23Q: 3 clusters Score -637337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -637337.500000 Penalty: 2772.349609
	Iteration 24Q: 3 clusters Score -637337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -637339.625000 Penalty: 2772.349609
	Iteration 25Q: 3 clusters Score -637339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -637340.687500 Penalty: 2772.349609
	Iteration 26Q: 3 clusters Score -637340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -637342.937500 Penalty: 2772.349609
	Iteration 27Q: 3 clusters Score -637342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -637344.187500 Penalty: 2772.349609
	Iteration 28Q: 3 clusters Score -637344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -637347.375000 Penalty: 2772.349609
	Iteration 29Q: 3 clusters Score -637347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -637347.500000 Penalty: 2772.349609
	Iteration 30Q: 3 clusters Score -637347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -637347.750000 Penalty: 2772.349609
	Iteration 31Q: 3 clusters Score -637347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -637348.437500 Penalty: 2772.349609
	Iteration 32Q: 3 clusters Score -637348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -637350.500000 Penalty: 2772.349609
	Iteration 33Q: 3 clusters Score -637350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -637353.937500 Penalty: 2772.349609
	Iteration 34Q: 3 clusters Score -637353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -637355.187500 Penalty: 2772.349609
	Iteration 35Q: 3 clusters Score -637355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -637357.875000 Penalty: 2772.349609
	Iteration 36Q: 3 clusters Score -637357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -637361.125000 Penalty: 2772.349609
	Iteration 37Q: 3 clusters Score -637361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -637361.250000 Penalty: 2772.349609
	Iteration 38Q: 3 clusters Score -637361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -637364.000000 Penalty: 2772.349609
	Iteration 39Q: 3 clusters Score -637364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -637366.625000 Penalty: 2772.349609
	Iteration 40F: 3 clusters Score -637366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -637367.125000 Penalty: 2772.349609
	Iteration 41Q: 3 clusters Score -637367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -637369.750000 Penalty: 2772.349609
	Iteration 42Q: 3 clusters Score -637369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -637371.500000 Penalty: 2772.349609
	Iteration 43Q: 3 clusters Score -637371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -637371.812500 Penalty: 2772.349609
	Iteration 44Q: 3 clusters Score -637371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -637374.875000 Penalty: 2772.349609
	Iteration 45Q: 3 clusters Score -637374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -637377.187500 Penalty: 2772.349609
	Iteration 46Q: 3 clusters Score -637377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -637382.687500 Penalty: 2772.349609
	Iteration 47Q: 3 clusters Score -637382.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -637388.312500 Penalty: 2772.349609
	Iteration 48Q: 3 clusters Score -637388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -637390.000000 Penalty: 2772.349609
	Iteration 49Q: 3 clusters Score -637390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -637396.125000 Penalty: 2772.349609
	Iteration 50Q: 3 clusters Score -637396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -637396.687500 Penalty: 2772.349609
	Iteration 51Q: 3 clusters Score -637396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -637397.000000 Penalty: 2772.349609
	Iteration 52Q: 3 clusters Score -637397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -637398.312500 Penalty: 2772.349609
	Iteration 53Q: 3 clusters Score -637398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -637399.250000 Penalty: 2772.349609
	Iteration 54Q: 3 clusters Score -637399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -637398.687500 Penalty: 2772.349609
	Iteration 55Q: 3 clusters Score -637398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -637399.437500 Penalty: 2772.349609
	Iteration 56Q: 3 clusters Score -637399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -637399.250000 Penalty: 2772.349609
	Iteration 57Q: 3 clusters Score -637399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -637399.250000 Penalty: 2772.349609
	Iteration 58F: 3 clusters Score -637399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Entering Unmasked Estep 
Score: -8810327.000000 Penalty: 1810.040649
	Iteration 0F: 2 clusters Score -8810327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -8765020.000000 Penalty: 3620.081299
	Iteration 0F: 3 clusters Score -8765020 nChanged 32553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -8783427.000000 Penalty: 3620.081299
	Iteration 1F: 3 clusters Score -8783427 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -8783951.000000 Penalty: 3620.081299
	Iteration 2Q: 3 clusters Score -8783951 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8784904.000000 Penalty: 3620.081299
	Iteration 3Q: 3 clusters Score -8784904 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -8786476.000000 Penalty: 3620.081299
	Iteration 4Q: 3 clusters Score -8786476 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8789379.000000 Penalty: 3620.081299
	Iteration 5F: 3 clusters Score -8789379 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -8794122.000000 Penalty: 3620.081299
	Iteration 6F: 3 clusters Score -8794122 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -8799809.000000 Penalty: 3620.081299
	Iteration 7F: 3 clusters Score -8799809 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -8804295.000000 Penalty: 3620.081299
	Iteration 8F: 3 clusters Score -8804295 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -8806800.000000 Penalty: 3620.081299
	Iteration 9Q: 3 clusters Score -8806800 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -8807935.000000 Penalty: 3620.081299
	Iteration 10Q: 3 clusters Score -8807935 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -8808450.000000 Penalty: 3620.081299
	Iteration 11Q: 3 clusters Score -8808450 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8808707.000000 Penalty: 3620.081299
	Iteration 12Q: 3 clusters Score -8808707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -8808846.000000 Penalty: 3620.081299
	Iteration 13Q: 3 clusters Score -8808846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -8808905.000000 Penalty: 3620.081299
	Iteration 14Q: 3 clusters Score -8808905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -8808910.000000 Penalty: 3620.081299
	Iteration 15Q: 3 clusters Score -8808910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -8808911.000000 Penalty: 3620.081299
	Iteration 16Q: 3 clusters Score -8808911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -8808921.000000 Penalty: 3620.081299
	Iteration 17Q: 3 clusters Score -8808921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8808932.000000 Penalty: 3620.081299
	Iteration 18Q: 3 clusters Score -8808932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8808948.000000 Penalty: 3620.081299
	Iteration 19Q: 3 clusters Score -8808948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -8808961.000000 Penalty: 3620.081299
	Iteration 20F: 3 clusters Score -8808961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8808972.000000 Penalty: 3620.081299
	Iteration 21Q: 3 clusters Score -8808972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8808987.000000 Penalty: 3620.081299
	Iteration 22Q: 3 clusters Score -8808987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8808989.000000 Penalty: 3620.081299
	Iteration 23Q: 3 clusters Score -8808989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8808989.000000 Penalty: 3620.081299
	Iteration 24Q: 3 clusters Score -8808989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -8808994.000000 Penalty: 3620.081299
	Iteration 25Q: 3 clusters Score -8808994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -8808997.000000 Penalty: 3620.081299
	Iteration 26Q: 3 clusters Score -8808997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -8808993.000000 Penalty: 3620.081299
	Iteration 27Q: 3 clusters Score -8808993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -8809002.000000 Penalty: 3620.081299
	Iteration 28Q: 3 clusters Score -8809002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 3620.081299
	Iteration 29Q: 3 clusters Score -8808999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 3620.081299
	Iteration 30Q: 3 clusters Score -8808999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -8809006.000000 Penalty: 3620.081299
	Iteration 31Q: 3 clusters Score -8809006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -8809002.000000 Penalty: 3620.081299
	Iteration 32Q: 3 clusters Score -8809002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -8808998.000000 Penalty: 3620.081299
	Iteration 33Q: 3 clusters Score -8808998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -8808998.000000 Penalty: 3620.081299
	Iteration 34Q: 3 clusters Score -8808998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -8808995.000000 Penalty: 3620.081299
	Iteration 35Q: 3 clusters Score -8808995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -8809003.000000 Penalty: 3620.081299
	Iteration 36Q: 3 clusters Score -8809003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -8809002.000000 Penalty: 3620.081299
	Iteration 37Q: 3 clusters Score -8809002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -8809006.000000 Penalty: 3620.081299
	Iteration 38Q: 3 clusters Score -8809006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -8808995.000000 Penalty: 3620.081299
	Iteration 39Q: 3 clusters Score -8808995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 3620.081299
	Iteration 40F: 3 clusters Score -8808999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 3620.081299
	Iteration 41Q: 3 clusters Score -8808999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8808999.000000 Penalty: 3620.081299
	Iteration 42Q: 3 clusters Score -8808999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8808997.000000 Penalty: 3620.081299
	Iteration 43Q: 3 clusters Score -8808997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8808997.000000 Penalty: 3620.081299
	Iteration 44F: 3 clusters Score -8808997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Entering Unmasked Estep 
Score: -9146736.000000 Penalty: 1817.009644
	Iteration 0F: 2 clusters Score -9146736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -9099556.000000 Penalty: 3634.019287
	Iteration 0F: 3 clusters Score -9099556 nChanged 33989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9118772.000000 Penalty: 3634.019287
	Iteration 1F: 3 clusters Score -9118772 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -9119541.000000 Penalty: 3634.019287
	Iteration 2Q: 3 clusters Score -9119541 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -9120612.000000 Penalty: 3634.019287
	Iteration 3Q: 3 clusters Score -9120612 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9122282.000000 Penalty: 3634.019287
	Iteration 4Q: 3 clusters Score -9122282 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -9124450.000000 Penalty: 3634.019287
	Iteration 5F: 3 clusters Score -9124450 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -9127203.000000 Penalty: 3634.019287
	Iteration 6F: 3 clusters Score -9127203 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -9130412.000000 Penalty: 3634.019287
	Iteration 7F: 3 clusters Score -9130412 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -9133801.000000 Penalty: 3634.019287
	Iteration 8F: 3 clusters Score -9133801 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9137265.000000 Penalty: 3634.019287
	Iteration 9F: 3 clusters Score -9137265 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -9139380.000000 Penalty: 3634.019287
	Iteration 10Q: 3 clusters Score -9139380 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -9140337.000000 Penalty: 3634.019287
	Iteration 11Q: 3 clusters Score -9140337 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9140989.000000 Penalty: 3634.019287
	Iteration 12Q: 3 clusters Score -9140989 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -9141457.000000 Penalty: 3634.019287
	Iteration 13Q: 3 clusters Score -9141457 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -9141923.000000 Penalty: 3634.019287
	Iteration 14Q: 3 clusters Score -9141923 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -9142272.000000 Penalty: 3634.019287
	Iteration 15Q: 3 clusters Score -9142272 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -9142682.000000 Penalty: 3634.019287
	Iteration 16Q: 3 clusters Score -9142682 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -9143076.000000 Penalty: 3634.019287
	Iteration 17Q: 3 clusters Score -9143076 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9143383.000000 Penalty: 3634.019287
	Iteration 18Q: 3 clusters Score -9143383 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -9143680.000000 Penalty: 3634.019287
	Iteration 19Q: 3 clusters Score -9143680 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -9143948.000000 Penalty: 3634.019287
	Iteration 20F: 3 clusters Score -9143948 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -9144204.000000 Penalty: 3634.019287
	Iteration 21Q: 3 clusters Score -9144204 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -9144441.000000 Penalty: 3634.019287
	Iteration 22Q: 3 clusters Score -9144441 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -9144587.000000 Penalty: 3634.019287
	Iteration 23Q: 3 clusters Score -9144587 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -9144753.000000 Penalty: 3634.019287
	Iteration 24Q: 3 clusters Score -9144753 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -9144904.000000 Penalty: 3634.019287
	Iteration 25Q: 3 clusters Score -9144904 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -9145066.000000 Penalty: 3634.019287
	Iteration 26Q: 3 clusters Score -9145066 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -9145210.000000 Penalty: 3634.019287
	Iteration 27Q: 3 clusters Score -9145210 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -9145363.000000 Penalty: 3634.019287
	Iteration 28Q: 3 clusters Score -9145363 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -9145484.000000 Penalty: 3634.019287
	Iteration 29Q: 3 clusters Score -9145484 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -9145590.000000 Penalty: 3634.019287
	Iteration 30Q: 3 clusters Score -9145590 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -9145687.000000 Penalty: 3634.019287
	Iteration 31Q: 3 clusters Score -9145687 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -9145756.000000 Penalty: 3634.019287
	Iteration 32Q: 3 clusters Score -9145756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9145858.000000 Penalty: 3634.019287
	Iteration 33Q: 3 clusters Score -9145858 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -9145898.000000 Penalty: 3634.019287
	Iteration 34Q: 3 clusters Score -9145898 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -9145952.000000 Penalty: 3634.019287
	Iteration 35Q: 3 clusters Score -9145952 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9145985.000000 Penalty: 3634.019287
	Iteration 36Q: 3 clusters Score -9145985 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -9146027.000000 Penalty: 3634.019287
	Iteration 37Q: 3 clusters Score -9146027 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9146095.000000 Penalty: 3634.019287
	Iteration 38Q: 3 clusters Score -9146095 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9146150.000000 Penalty: 3634.019287
	Iteration 39Q: 3 clusters Score -9146150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -9146178.000000 Penalty: 3634.019287
	Iteration 40F: 3 clusters Score -9146178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9146180.000000 Penalty: 3634.019287
	Iteration 41Q: 3 clusters Score -9146180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9146193.000000 Penalty: 3634.019287
	Iteration 42Q: 3 clusters Score -9146193 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -9146186.000000 Penalty: 3634.019287
	Iteration 43Q: 3 clusters Score -9146186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -9146206.000000 Penalty: 3634.019287
	Iteration 44Q: 3 clusters Score -9146206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9146235.000000 Penalty: 3634.019287
	Iteration 45Q: 3 clusters Score -9146235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9146211.000000 Penalty: 3634.019287
	Iteration 46Q: 3 clusters Score -9146211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9146214.000000 Penalty: 3634.019287
	Iteration 47Q: 3 clusters Score -9146214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9146222.000000 Penalty: 3634.019287
	Iteration 48Q: 3 clusters Score -9146222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9146209.000000 Penalty: 3634.019287
	Iteration 49Q: 3 clusters Score -9146209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9146238.000000 Penalty: 3634.019287
	Iteration 50Q: 3 clusters Score -9146238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9146216.000000 Penalty: 3634.019287
	Iteration 51Q: 3 clusters Score -9146216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9146229.000000 Penalty: 3634.019287
	Iteration 52Q: 3 clusters Score -9146229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9146226.000000 Penalty: 3634.019287
	Iteration 53Q: 3 clusters Score -9146226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9146221.000000 Penalty: 3634.019287
	Iteration 54Q: 3 clusters Score -9146221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -9146214.000000 Penalty: 3634.019287
	Iteration 55Q: 3 clusters Score -9146214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9146222.000000 Penalty: 3634.019287
	Iteration 56Q: 3 clusters Score -9146222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9146221.000000 Penalty: 3634.019287
	Iteration 57Q: 3 clusters Score -9146221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9146206.000000 Penalty: 3634.019287
	Iteration 58Q: 3 clusters Score -9146206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9146196.000000 Penalty: 3634.019287
	Iteration 59Q: 3 clusters Score -9146196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9146190.000000 Penalty: 3634.019287
	Iteration 60F: 3 clusters Score -9146190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -9146184.000000 Penalty: 3634.019287
	Iteration 61Q: 3 clusters Score -9146184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9146180.000000 Penalty: 3634.019287
	Iteration 62Q: 3 clusters Score -9146180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9146178.000000 Penalty: 3634.019287
	Iteration 63Q: 3 clusters Score -9146178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9146175.000000 Penalty: 3634.019287
	Iteration 64Q: 3 clusters Score -9146175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9146189.000000 Penalty: 3634.019287
	Iteration 65Q: 3 clusters Score -9146189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9146188.000000 Penalty: 3634.019287
	Iteration 66Q: 3 clusters Score -9146188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9146207.000000 Penalty: 3634.019287
	Iteration 67Q: 3 clusters Score -9146207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9146212.000000 Penalty: 3634.019287
	Iteration 68Q: 3 clusters Score -9146212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9146214.000000 Penalty: 3634.019287
	Iteration 69Q: 3 clusters Score -9146214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9146201.000000 Penalty: 3634.019287
	Iteration 70Q: 3 clusters Score -9146201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9146194.000000 Penalty: 3634.019287
	Iteration 71Q: 3 clusters Score -9146194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9146184.000000 Penalty: 3634.019287
	Iteration 72Q: 3 clusters Score -9146184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9146193.000000 Penalty: 3634.019287
	Iteration 73Q: 3 clusters Score -9146193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9146196.000000 Penalty: 3634.019287
	Iteration 74Q: 3 clusters Score -9146196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9146195.000000 Penalty: 3634.019287
	Iteration 75Q: 3 clusters Score -9146195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9146199.000000 Penalty: 3634.019287
	Iteration 76Q: 3 clusters Score -9146199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9146194.000000 Penalty: 3634.019287
	Iteration 77Q: 3 clusters Score -9146194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9146190.000000 Penalty: 3634.019287
	Iteration 78Q: 3 clusters Score -9146190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9146190.000000 Penalty: 3634.019287
	Iteration 79F: 3 clusters Score -9146190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Entering Unmasked Estep 
Score: -7394196.000000 Penalty: 1782.332153
	Iteration 0F: 2 clusters Score -7394196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7355788.500000 Penalty: 3564.664307
	Iteration 0F: 3 clusters Score -7355788 nChanged 27174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7371318.500000 Penalty: 3564.664307
	Iteration 1F: 3 clusters Score -7371318 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7372012.500000 Penalty: 3564.664307
	Iteration 2Q: 3 clusters Score -7372012 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7372948.500000 Penalty: 3564.664307
	Iteration 3Q: 3 clusters Score -7372948 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -7374126.500000 Penalty: 3564.664307
	Iteration 4Q: 3 clusters Score -7374126 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7375840.500000 Penalty: 3564.664307
	Iteration 5F: 3 clusters Score -7375840 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -7378091.500000 Penalty: 3564.664307
	Iteration 6F: 3 clusters Score -7378092 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -7380758.500000 Penalty: 3564.664307
	Iteration 7F: 3 clusters Score -7380758 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -7383432.000000 Penalty: 3564.664307
	Iteration 8F: 3 clusters Score -7383432 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -7385671.500000 Penalty: 3564.664307
	Iteration 9F: 3 clusters Score -7385672 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -7387326.000000 Penalty: 3564.664307
	Iteration 10Q: 3 clusters Score -7387326 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7388606.000000 Penalty: 3564.664307
	Iteration 11Q: 3 clusters Score -7388606 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7389643.000000 Penalty: 3564.664307
	Iteration 12Q: 3 clusters Score -7389643 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7390446.500000 Penalty: 3564.664307
	Iteration 13Q: 3 clusters Score -7390446 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7391146.500000 Penalty: 3564.664307
	Iteration 14Q: 3 clusters Score -7391146 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7391655.000000 Penalty: 3564.664307
	Iteration 15Q: 3 clusters Score -7391655 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7392013.500000 Penalty: 3564.664307
	Iteration 16Q: 3 clusters Score -7392014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7392249.500000 Penalty: 3564.664307
	Iteration 17Q: 3 clusters Score -7392250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7392379.500000 Penalty: 3564.664307
	Iteration 18Q: 3 clusters Score -7392380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7392480.500000 Penalty: 3564.664307
	Iteration 19Q: 3 clusters Score -7392480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7392530.500000 Penalty: 3564.664307
	Iteration 20F: 3 clusters Score -7392530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7392583.000000 Penalty: 3564.664307
	Iteration 21Q: 3 clusters Score -7392583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7392597.000000 Penalty: 3564.664307
	Iteration 22Q: 3 clusters Score -7392597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7392613.000000 Penalty: 3564.664307
	Iteration 23Q: 3 clusters Score -7392613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7392614.500000 Penalty: 3564.664307
	Iteration 24Q: 3 clusters Score -7392614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7392616.500000 Penalty: 3564.664307
	Iteration 25Q: 3 clusters Score -7392616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7392623.000000 Penalty: 3564.664307
	Iteration 26Q: 3 clusters Score -7392623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7392632.500000 Penalty: 3564.664307
	Iteration 27Q: 3 clusters Score -7392632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7392653.000000 Penalty: 3564.664307
	Iteration 28Q: 3 clusters Score -7392653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7392653.500000 Penalty: 3564.664307
	Iteration 29Q: 3 clusters Score -7392654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7392659.500000 Penalty: 3564.664307
	Iteration 30Q: 3 clusters Score -7392660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7392659.500000 Penalty: 3564.664307
	Iteration 31Q: 3 clusters Score -7392660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7392658.500000 Penalty: 3564.664307
	Iteration 32Q: 3 clusters Score -7392658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7392658.500000 Penalty: 3564.664307
	Iteration 33F: 3 clusters Score -7392658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14698.481445 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14698.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14807.937500 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -14807.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14857.557617 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -14857.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14894.677734 Penalty: 1669.134521
	Iteration 3F: 3 clusters Score -14894.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14914.661133 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -14914.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14917.791992 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -14917.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14917.791992 Penalty: 1669.134521
	Iteration 6F: 3 clusters Score -14917.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -118989.804688 Penalty: 1114.346069
	Iteration 0F: 2 clusters Score -118989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117592.281250 Penalty: 2228.692139
	Iteration 0F: 3 clusters Score -117592.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117816.859375 Penalty: 2228.692139
	Iteration 1F: 3 clusters Score -117816.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117877.117188 Penalty: 2228.692139
	Iteration 2F: 3 clusters Score -117877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117893.820312 Penalty: 2228.692139
	Iteration 3Q: 3 clusters Score -117893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117898.164062 Penalty: 2228.692139
	Iteration 4Q: 3 clusters Score -117898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117903.242188 Penalty: 2228.692139
	Iteration 5Q: 3 clusters Score -117903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117904.468750 Penalty: 2228.692139
	Iteration 6Q: 3 clusters Score -117904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117905.164062 Penalty: 2228.692139
	Iteration 7Q: 3 clusters Score -117905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117905.164062 Penalty: 2228.692139
	Iteration 8F: 3 clusters Score -117905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45746.429688 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45746.43 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46062.585938 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46062.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46120.796875 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46120.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46190.382812 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -46190.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46268.304688 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -46268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46318.785156 Penalty: 2005.123413
	Iteration 5F: 3 clusters Score -46318.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46388.582031 Penalty: 2005.123413
	Iteration 6F: 3 clusters Score -46388.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46434.160156 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -46434.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46452.375000 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -46452.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -46462.015625 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -46462.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -46467.472656 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -46467.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46471.261719 Penalty: 2005.123413
	Iteration 11Q: 3 clusters Score -46471.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -46473.281250 Penalty: 2005.123413
	Iteration 12Q: 3 clusters Score -46473.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46474.371094 Penalty: 2005.123413
	Iteration 13Q: 3 clusters Score -46474.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46474.371094 Penalty: 2005.123413
	Iteration 14F: 3 clusters Score -46474.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15823.755859 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15823.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15919.727539 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -15919.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16039.237305 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16039.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16142.030273 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16142.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16180.533203 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16180.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16274.124023 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -16274.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16403.587891 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -16403.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16411.138672 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -16411.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16411.138672 Penalty: 1728.389038
	Iteration 8F: 3 clusters Score -16411.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Entering Unmasked Estep 
Score: -4530149.000000 Penalty: 1709.600342
	Iteration 0F: 2 clusters Score -4530149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4505277.000000 Penalty: 3419.200684
	Iteration 0F: 3 clusters Score -4505277 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4515003.000000 Penalty: 3419.200684
	Iteration 1F: 3 clusters Score -4515003 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4515534.000000 Penalty: 3419.200684
	Iteration 2Q: 3 clusters Score -4515534 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4516075.000000 Penalty: 3419.200684
	Iteration 3Q: 3 clusters Score -4516075 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4516641.000000 Penalty: 3419.200684
	Iteration 4Q: 3 clusters Score -4516641 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4517311.500000 Penalty: 3419.200684
	Iteration 5Q: 3 clusters Score -4517312 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4518078.500000 Penalty: 3419.200684
	Iteration 6Q: 3 clusters Score -4518078 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4519038.500000 Penalty: 3419.200684
	Iteration 7F: 3 clusters Score -4519038 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4520171.500000 Penalty: 3419.200684
	Iteration 8F: 3 clusters Score -4520172 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4521373.500000 Penalty: 3419.200684
	Iteration 9F: 3 clusters Score -4521374 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4522642.500000 Penalty: 3419.200684
	Iteration 10Q: 3 clusters Score -4522642 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4523912.500000 Penalty: 3419.200684
	Iteration 11Q: 3 clusters Score -4523912 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4524936.500000 Penalty: 3419.200684
	Iteration 12Q: 3 clusters Score -4524936 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4525712.000000 Penalty: 3419.200684
	Iteration 13Q: 3 clusters Score -4525712 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4526276.500000 Penalty: 3419.200684
	Iteration 14Q: 3 clusters Score -4526276 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4526711.500000 Penalty: 3419.200684
	Iteration 15Q: 3 clusters Score -4526712 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4527059.000000 Penalty: 3419.200684
	Iteration 16Q: 3 clusters Score -4527059 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4527314.000000 Penalty: 3419.200684
	Iteration 17Q: 3 clusters Score -4527314 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4527542.500000 Penalty: 3419.200684
	Iteration 18Q: 3 clusters Score -4527542 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4527731.000000 Penalty: 3419.200684
	Iteration 19Q: 3 clusters Score -4527731 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4527872.500000 Penalty: 3419.200684
	Iteration 20F: 3 clusters Score -4527872 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4528002.000000 Penalty: 3419.200684
	Iteration 21Q: 3 clusters Score -4528002 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4528137.000000 Penalty: 3419.200684
	Iteration 22Q: 3 clusters Score -4528137 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4528265.000000 Penalty: 3419.200684
	Iteration 23Q: 3 clusters Score -4528265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4528384.000000 Penalty: 3419.200684
	Iteration 24Q: 3 clusters Score -4528384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4528487.500000 Penalty: 3419.200684
	Iteration 25Q: 3 clusters Score -4528488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4528569.000000 Penalty: 3419.200684
	Iteration 26Q: 3 clusters Score -4528569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4528650.000000 Penalty: 3419.200684
	Iteration 27Q: 3 clusters Score -4528650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4528724.000000 Penalty: 3419.200684
	Iteration 28Q: 3 clusters Score -4528724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4528762.000000 Penalty: 3419.200684
	Iteration 29Q: 3 clusters Score -4528762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4528787.000000 Penalty: 3419.200684
	Iteration 30Q: 3 clusters Score -4528787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4528808.000000 Penalty: 3419.200684
	Iteration 31Q: 3 clusters Score -4528808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4528813.500000 Penalty: 3419.200684
	Iteration 32Q: 3 clusters Score -4528814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4528827.000000 Penalty: 3419.200684
	Iteration 33Q: 3 clusters Score -4528827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4528833.500000 Penalty: 3419.200684
	Iteration 34Q: 3 clusters Score -4528834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4528829.000000 Penalty: 3419.200684
	Iteration 35Q: 3 clusters Score -4528829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4528833.500000 Penalty: 3419.200684
	Iteration 36Q: 3 clusters Score -4528834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4528826.500000 Penalty: 3419.200684
	Iteration 37Q: 3 clusters Score -4528826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4528828.000000 Penalty: 3419.200684
	Iteration 38Q: 3 clusters Score -4528828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4528834.000000 Penalty: 3419.200684
	Iteration 39Q: 3 clusters Score -4528834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4528832.500000 Penalty: 3419.200684
	Iteration 40F: 3 clusters Score -4528832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4528831.500000 Penalty: 3419.200684
	Iteration 41Q: 3 clusters Score -4528832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4528832.000000 Penalty: 3419.200684
	Iteration 42Q: 3 clusters Score -4528832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4528830.500000 Penalty: 3419.200684
	Iteration 43Q: 3 clusters Score -4528830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4528830.500000 Penalty: 3419.200684
	Iteration 44Q: 3 clusters Score -4528830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4528830.500000 Penalty: 3419.200684
	Iteration 45F: 3 clusters Score -4528830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Entering Unmasked Estep 
Score: -3021102.000000 Penalty: 1637.795776
	Iteration 0F: 2 clusters Score -3021102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3004840.250000 Penalty: 3275.591553
	Iteration 0F: 3 clusters Score -3004840 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3010767.750000 Penalty: 3275.591553
	Iteration 1F: 3 clusters Score -3010768 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3011069.250000 Penalty: 3275.591553
	Iteration 2Q: 3 clusters Score -3011069 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3011367.000000 Penalty: 3275.591553
	Iteration 3Q: 3 clusters Score -3011367 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3011628.750000 Penalty: 3275.591553
	Iteration 4Q: 3 clusters Score -3011629 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3011909.750000 Penalty: 3275.591553
	Iteration 5Q: 3 clusters Score -3011910 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3012227.000000 Penalty: 3275.591553
	Iteration 6Q: 3 clusters Score -3012227 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3012559.500000 Penalty: 3275.591553
	Iteration 7Q: 3 clusters Score -3012560 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3013061.500000 Penalty: 3275.591553
	Iteration 8Q: 3 clusters Score -3013062 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3013719.000000 Penalty: 3275.591553
	Iteration 9Q: 3 clusters Score -3013719 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3014477.500000 Penalty: 3275.591553
	Iteration 10Q: 3 clusters Score -3014478 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3015268.500000 Penalty: 3275.591553
	Iteration 11Q: 3 clusters Score -3015268 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3015871.000000 Penalty: 3275.591553
	Iteration 12Q: 3 clusters Score -3015871 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3016263.500000 Penalty: 3275.591553
	Iteration 13Q: 3 clusters Score -3016264 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3016440.000000 Penalty: 3275.591553
	Iteration 14Q: 3 clusters Score -3016440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3016563.000000 Penalty: 3275.591553
	Iteration 15Q: 3 clusters Score -3016563 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3016660.250000 Penalty: 3275.591553
	Iteration 16Q: 3 clusters Score -3016660 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3016720.000000 Penalty: 3275.591553
	Iteration 17Q: 3 clusters Score -3016720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3016771.500000 Penalty: 3275.591553
	Iteration 18Q: 3 clusters Score -3016772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3016821.750000 Penalty: 3275.591553
	Iteration 19Q: 3 clusters Score -3016822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3016879.250000 Penalty: 3275.591553
	Iteration 20F: 3 clusters Score -3016879 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3016932.250000 Penalty: 3275.591553
	Iteration 21Q: 3 clusters Score -3016932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3016968.750000 Penalty: 3275.591553
	Iteration 22Q: 3 clusters Score -3016969 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3016990.750000 Penalty: 3275.591553
	Iteration 23Q: 3 clusters Score -3016991 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3017042.750000 Penalty: 3275.591553
	Iteration 24Q: 3 clusters Score -3017043 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3017066.000000 Penalty: 3275.591553
	Iteration 25Q: 3 clusters Score -3017066 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3017101.500000 Penalty: 3275.591553
	Iteration 26Q: 3 clusters Score -3017102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3017128.500000 Penalty: 3275.591553
	Iteration 27Q: 3 clusters Score -3017128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3017152.750000 Penalty: 3275.591553
	Iteration 28Q: 3 clusters Score -3017153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3017173.250000 Penalty: 3275.591553
	Iteration 29Q: 3 clusters Score -3017173 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3017212.500000 Penalty: 3275.591553
	Iteration 30Q: 3 clusters Score -3017212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3017251.500000 Penalty: 3275.591553
	Iteration 31Q: 3 clusters Score -3017252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3017297.250000 Penalty: 3275.591553
	Iteration 32Q: 3 clusters Score -3017297 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3017344.500000 Penalty: 3275.591553
	Iteration 33Q: 3 clusters Score -3017344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3017396.250000 Penalty: 3275.591553
	Iteration 34Q: 3 clusters Score -3017396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3017441.000000 Penalty: 3275.591553
	Iteration 35Q: 3 clusters Score -3017441 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3017498.750000 Penalty: 3275.591553
	Iteration 36Q: 3 clusters Score -3017499 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3017582.000000 Penalty: 3275.591553
	Iteration 37Q: 3 clusters Score -3017582 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3017689.750000 Penalty: 3275.591553
	Iteration 38Q: 3 clusters Score -3017690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3017781.750000 Penalty: 3275.591553
	Iteration 39Q: 3 clusters Score -3017782 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3017882.250000 Penalty: 3275.591553
	Iteration 40F: 3 clusters Score -3017882 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3017986.000000 Penalty: 3275.591553
	Iteration 41Q: 3 clusters Score -3017986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3018089.750000 Penalty: 3275.591553
	Iteration 42Q: 3 clusters Score -3018090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3018200.750000 Penalty: 3275.591553
	Iteration 43Q: 3 clusters Score -3018201 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3018320.750000 Penalty: 3275.591553
	Iteration 44Q: 3 clusters Score -3018321 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3018447.500000 Penalty: 3275.591553
	Iteration 45Q: 3 clusters Score -3018448 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3018605.000000 Penalty: 3275.591553
	Iteration 46Q: 3 clusters Score -3018605 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3018768.500000 Penalty: 3275.591553
	Iteration 47Q: 3 clusters Score -3018768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3018939.250000 Penalty: 3275.591553
	Iteration 48Q: 3 clusters Score -3018939 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3019079.250000 Penalty: 3275.591553
	Iteration 49Q: 3 clusters Score -3019079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3019189.000000 Penalty: 3275.591553
	Iteration 50Q: 3 clusters Score -3019189 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3019293.250000 Penalty: 3275.591553
	Iteration 51Q: 3 clusters Score -3019293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3019361.000000 Penalty: 3275.591553
	Iteration 52Q: 3 clusters Score -3019361 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3019414.000000 Penalty: 3275.591553
	Iteration 53Q: 3 clusters Score -3019414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3019453.750000 Penalty: 3275.591553
	Iteration 54Q: 3 clusters Score -3019454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3019504.750000 Penalty: 3275.591553
	Iteration 55Q: 3 clusters Score -3019505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3019546.750000 Penalty: 3275.591553
	Iteration 56Q: 3 clusters Score -3019547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3019579.750000 Penalty: 3275.591553
	Iteration 57Q: 3 clusters Score -3019580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3019612.000000 Penalty: 3275.591553
	Iteration 58Q: 3 clusters Score -3019612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3019624.250000 Penalty: 3275.591553
	Iteration 59Q: 3 clusters Score -3019624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3019639.000000 Penalty: 3275.591553
	Iteration 60F: 3 clusters Score -3019639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3019655.000000 Penalty: 3275.591553
	Iteration 61Q: 3 clusters Score -3019655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3019662.750000 Penalty: 3275.591553
	Iteration 62Q: 3 clusters Score -3019663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3019669.750000 Penalty: 3275.591553
	Iteration 63Q: 3 clusters Score -3019670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3019671.000000 Penalty: 3275.591553
	Iteration 64Q: 3 clusters Score -3019671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3019673.750000 Penalty: 3275.591553
	Iteration 65Q: 3 clusters Score -3019674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3019680.000000 Penalty: 3275.591553
	Iteration 66Q: 3 clusters Score -3019680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3019689.500000 Penalty: 3275.591553
	Iteration 67Q: 3 clusters Score -3019690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3019697.500000 Penalty: 3275.591553
	Iteration 68Q: 3 clusters Score -3019698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3019704.500000 Penalty: 3275.591553
	Iteration 69Q: 3 clusters Score -3019704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3019710.750000 Penalty: 3275.591553
	Iteration 70Q: 3 clusters Score -3019711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3019714.250000 Penalty: 3275.591553
	Iteration 71Q: 3 clusters Score -3019714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3019714.500000 Penalty: 3275.591553
	Iteration 72Q: 3 clusters Score -3019714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3019718.250000 Penalty: 3275.591553
	Iteration 73Q: 3 clusters Score -3019718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3019718.500000 Penalty: 3275.591553
	Iteration 74Q: 3 clusters Score -3019718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3019719.250000 Penalty: 3275.591553
	Iteration 75Q: 3 clusters Score -3019719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3019719.250000 Penalty: 3275.591553
	Iteration 76F: 3 clusters Score -3019719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -81561.234375 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -81561.23 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 367 members 
Entering Unmasked Estep 
Score: -80328.781250 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -80328.78 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80584.656250 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -80584.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80701.585938 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -80701.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80813.484375 Penalty: 2137.804932
	Iteration 3F: 3 clusters Score -80813.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80876.671875 Penalty: 2137.804932
	Iteration 4Q: 3 clusters Score -80876.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80906.078125 Penalty: 2137.804932
	Iteration 5Q: 3 clusters Score -80906.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80937.195312 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -80937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80955.367188 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -80955.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80959.742188 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -80959.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80960.726562 Penalty: 2137.804932
	Iteration 9Q: 3 clusters Score -80960.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80962.500000 Penalty: 2137.804932
	Iteration 10Q: 3 clusters Score -80962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80962.953125 Penalty: 2137.804932
	Iteration 11Q: 3 clusters Score -80962.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80963.656250 Penalty: 2137.804932
	Iteration 12Q: 3 clusters Score -80963.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80964.976562 Penalty: 2137.804932
	Iteration 13Q: 3 clusters Score -80964.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80964.976562 Penalty: 2137.804932
	Iteration 14F: 3 clusters Score -80964.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Entering Unmasked Estep 
Score: -9238248.000000 Penalty: 1817.808960
	Iteration 0F: 2 clusters Score -9238248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -9190989.000000 Penalty: 3635.617920
	Iteration 0F: 3 clusters Score -9190989 nChanged 34331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -9211108.000000 Penalty: 3635.617920
	Iteration 1F: 3 clusters Score -9211108 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -9211810.000000 Penalty: 3635.617920
	Iteration 2Q: 3 clusters Score -9211810 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -9212886.000000 Penalty: 3635.617920
	Iteration 3Q: 3 clusters Score -9212886 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -9214609.000000 Penalty: 3635.617920
	Iteration 4F: 3 clusters Score -9214609 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -9217732.000000 Penalty: 3635.617920
	Iteration 5F: 3 clusters Score -9217732 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -9222390.000000 Penalty: 3635.617920
	Iteration 6F: 3 clusters Score -9222390 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -9227804.000000 Penalty: 3635.617920
	Iteration 7F: 3 clusters Score -9227804 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -9232265.000000 Penalty: 3635.617920
	Iteration 8F: 3 clusters Score -9232265 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9234888.000000 Penalty: 3635.617920
	Iteration 9Q: 3 clusters Score -9234888 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9235960.000000 Penalty: 3635.617920
	Iteration 10Q: 3 clusters Score -9235960 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9236381.000000 Penalty: 3635.617920
	Iteration 11Q: 3 clusters Score -9236381 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9236548.000000 Penalty: 3635.617920
	Iteration 12Q: 3 clusters Score -9236548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9236599.000000 Penalty: 3635.617920
	Iteration 13Q: 3 clusters Score -9236599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9236652.000000 Penalty: 3635.617920
	Iteration 14Q: 3 clusters Score -9236652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9236678.000000 Penalty: 3635.617920
	Iteration 15Q: 3 clusters Score -9236678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9236698.000000 Penalty: 3635.617920
	Iteration 16Q: 3 clusters Score -9236698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9236707.000000 Penalty: 3635.617920
	Iteration 17Q: 3 clusters Score -9236707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9236714.000000 Penalty: 3635.617920
	Iteration 18Q: 3 clusters Score -9236714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9236717.000000 Penalty: 3635.617920
	Iteration 19Q: 3 clusters Score -9236717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9236713.000000 Penalty: 3635.617920
	Iteration 20F: 3 clusters Score -9236713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9236715.000000 Penalty: 3635.617920
	Iteration 21Q: 3 clusters Score -9236715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9236719.000000 Penalty: 3635.617920
	Iteration 22Q: 3 clusters Score -9236719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9236720.000000 Penalty: 3635.617920
	Iteration 23Q: 3 clusters Score -9236720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9236720.000000 Penalty: 3635.617920
	Iteration 24F: 3 clusters Score -9236720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Entering Unmasked Estep 
Score: -4104723.500000 Penalty: 1686.795532
	Iteration 0F: 2 clusters Score -4104724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4083111.250000 Penalty: 3373.591064
	Iteration 0F: 3 clusters Score -4083111 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4091140.750000 Penalty: 3373.591064
	Iteration 1F: 3 clusters Score -4091141 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4091543.250000 Penalty: 3373.591064
	Iteration 2Q: 3 clusters Score -4091543 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4091933.250000 Penalty: 3373.591064
	Iteration 3Q: 3 clusters Score -4091933 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4092363.250000 Penalty: 3373.591064
	Iteration 4Q: 3 clusters Score -4092363 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4092851.250000 Penalty: 3373.591064
	Iteration 5Q: 3 clusters Score -4092851 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4093450.500000 Penalty: 3373.591064
	Iteration 6Q: 3 clusters Score -4093450 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4094202.000000 Penalty: 3373.591064
	Iteration 7Q: 3 clusters Score -4094202 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4095317.000000 Penalty: 3373.591064
	Iteration 8F: 3 clusters Score -4095317 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4096790.250000 Penalty: 3373.591064
	Iteration 9F: 3 clusters Score -4096790 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4098289.500000 Penalty: 3373.591064
	Iteration 10F: 3 clusters Score -4098290 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4099358.000000 Penalty: 3373.591064
	Iteration 11F: 3 clusters Score -4099358 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4100023.000000 Penalty: 3373.591064
	Iteration 12Q: 3 clusters Score -4100023 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -4100454.000000 Penalty: 3373.591064
	Iteration 13Q: 3 clusters Score -4100454 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4100755.250000 Penalty: 3373.591064
	Iteration 14Q: 3 clusters Score -4100755 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4101033.000000 Penalty: 3373.591064
	Iteration 15Q: 3 clusters Score -4101033 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4101216.250000 Penalty: 3373.591064
	Iteration 16Q: 3 clusters Score -4101216 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4101395.750000 Penalty: 3373.591064
	Iteration 17Q: 3 clusters Score -4101396 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4101486.000000 Penalty: 3373.591064
	Iteration 18Q: 3 clusters Score -4101486 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4101590.500000 Penalty: 3373.591064
	Iteration 19Q: 3 clusters Score -4101590 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4101646.250000 Penalty: 3373.591064
	Iteration 20F: 3 clusters Score -4101646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4101696.500000 Penalty: 3373.591064
	Iteration 21Q: 3 clusters Score -4101696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4101739.500000 Penalty: 3373.591064
	Iteration 22Q: 3 clusters Score -4101740 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4101784.250000 Penalty: 3373.591064
	Iteration 23Q: 3 clusters Score -4101784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4101820.250000 Penalty: 3373.591064
	Iteration 24Q: 3 clusters Score -4101820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4101832.750000 Penalty: 3373.591064
	Iteration 25Q: 3 clusters Score -4101833 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4101858.750000 Penalty: 3373.591064
	Iteration 26Q: 3 clusters Score -4101859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -4101867.000000 Penalty: 3373.591064
	Iteration 27Q: 3 clusters Score -4101867 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4101874.500000 Penalty: 3373.591064
	Iteration 28Q: 3 clusters Score -4101874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4101887.000000 Penalty: 3373.591064
	Iteration 29Q: 3 clusters Score -4101887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -4101889.500000 Penalty: 3373.591064
	Iteration 30Q: 3 clusters Score -4101890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4101900.500000 Penalty: 3373.591064
	Iteration 31Q: 3 clusters Score -4101900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4101911.250000 Penalty: 3373.591064
	Iteration 32Q: 3 clusters Score -4101911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4101907.000000 Penalty: 3373.591064
	Iteration 33Q: 3 clusters Score -4101907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4101914.500000 Penalty: 3373.591064
	Iteration 34Q: 3 clusters Score -4101914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4101925.500000 Penalty: 3373.591064
	Iteration 35Q: 3 clusters Score -4101926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4101926.250000 Penalty: 3373.591064
	Iteration 36Q: 3 clusters Score -4101926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4101937.750000 Penalty: 3373.591064
	Iteration 37Q: 3 clusters Score -4101938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4101931.750000 Penalty: 3373.591064
	Iteration 38Q: 3 clusters Score -4101932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4101944.500000 Penalty: 3373.591064
	Iteration 39Q: 3 clusters Score -4101944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4101936.500000 Penalty: 3373.591064
	Iteration 40F: 3 clusters Score -4101936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4101943.250000 Penalty: 3373.591064
	Iteration 41Q: 3 clusters Score -4101943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4101948.000000 Penalty: 3373.591064
	Iteration 42Q: 3 clusters Score -4101948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4101952.250000 Penalty: 3373.591064
	Iteration 43Q: 3 clusters Score -4101952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4101948.500000 Penalty: 3373.591064
	Iteration 44Q: 3 clusters Score -4101948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4101941.750000 Penalty: 3373.591064
	Iteration 45Q: 3 clusters Score -4101942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4101947.500000 Penalty: 3373.591064
	Iteration 46Q: 3 clusters Score -4101948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4101948.750000 Penalty: 3373.591064
	Iteration 47Q: 3 clusters Score -4101949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4101959.750000 Penalty: 3373.591064
	Iteration 48Q: 3 clusters Score -4101960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -4101958.250000 Penalty: 3373.591064
	Iteration 49Q: 3 clusters Score -4101958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4101965.500000 Penalty: 3373.591064
	Iteration 50Q: 3 clusters Score -4101966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4101961.500000 Penalty: 3373.591064
	Iteration 51Q: 3 clusters Score -4101962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4101960.500000 Penalty: 3373.591064
	Iteration 52Q: 3 clusters Score -4101960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4101966.750000 Penalty: 3373.591064
	Iteration 53Q: 3 clusters Score -4101967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4101955.250000 Penalty: 3373.591064
	Iteration 54Q: 3 clusters Score -4101955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4101958.000000 Penalty: 3373.591064
	Iteration 55Q: 3 clusters Score -4101958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4101965.250000 Penalty: 3373.591064
	Iteration 56Q: 3 clusters Score -4101965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4101962.500000 Penalty: 3373.591064
	Iteration 57Q: 3 clusters Score -4101962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4101958.000000 Penalty: 3373.591064
	Iteration 58Q: 3 clusters Score -4101958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4101959.000000 Penalty: 3373.591064
	Iteration 59Q: 3 clusters Score -4101959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4101959.000000 Penalty: 3373.591064
	Iteration 60F: 3 clusters Score -4101959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Entering Unmasked Estep 
Score: -6268540.500000 Penalty: 1753.629150
	Iteration 0F: 2 clusters Score -6268540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6235925.000000 Penalty: 3507.258301
	Iteration 0F: 3 clusters Score -6235925 nChanged 22703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6248871.500000 Penalty: 3507.258301
	Iteration 1F: 3 clusters Score -6248872 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -6249608.500000 Penalty: 3507.258301
	Iteration 2Q: 3 clusters Score -6249608 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6250647.500000 Penalty: 3507.258301
	Iteration 3Q: 3 clusters Score -6250648 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6252056.500000 Penalty: 3507.258301
	Iteration 4F: 3 clusters Score -6252056 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -6254244.000000 Penalty: 3507.258301
	Iteration 5F: 3 clusters Score -6254244 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -6257172.000000 Penalty: 3507.258301
	Iteration 6F: 3 clusters Score -6257172 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6260345.500000 Penalty: 3507.258301
	Iteration 7F: 3 clusters Score -6260346 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -6262789.500000 Penalty: 3507.258301
	Iteration 8F: 3 clusters Score -6262790 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -6264149.000000 Penalty: 3507.258301
	Iteration 9Q: 3 clusters Score -6264149 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6264792.500000 Penalty: 3507.258301
	Iteration 10Q: 3 clusters Score -6264792 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -6265191.000000 Penalty: 3507.258301
	Iteration 11Q: 3 clusters Score -6265191 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -6265471.000000 Penalty: 3507.258301
	Iteration 12Q: 3 clusters Score -6265471 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6265711.500000 Penalty: 3507.258301
	Iteration 13Q: 3 clusters Score -6265712 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6265905.000000 Penalty: 3507.258301
	Iteration 14Q: 3 clusters Score -6265905 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6266071.000000 Penalty: 3507.258301
	Iteration 15Q: 3 clusters Score -6266071 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6266224.500000 Penalty: 3507.258301
	Iteration 16Q: 3 clusters Score -6266224 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6266343.500000 Penalty: 3507.258301
	Iteration 17Q: 3 clusters Score -6266344 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6266455.000000 Penalty: 3507.258301
	Iteration 18Q: 3 clusters Score -6266455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -6266547.500000 Penalty: 3507.258301
	Iteration 19Q: 3 clusters Score -6266548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6266597.000000 Penalty: 3507.258301
	Iteration 20F: 3 clusters Score -6266597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6266670.000000 Penalty: 3507.258301
	Iteration 21Q: 3 clusters Score -6266670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6266737.500000 Penalty: 3507.258301
	Iteration 22Q: 3 clusters Score -6266738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6266796.500000 Penalty: 3507.258301
	Iteration 23Q: 3 clusters Score -6266796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6266845.500000 Penalty: 3507.258301
	Iteration 24Q: 3 clusters Score -6266846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6266863.000000 Penalty: 3507.258301
	Iteration 25Q: 3 clusters Score -6266863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6266898.500000 Penalty: 3507.258301
	Iteration 26Q: 3 clusters Score -6266898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6266901.000000 Penalty: 3507.258301
	Iteration 27Q: 3 clusters Score -6266901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -6266914.000000 Penalty: 3507.258301
	Iteration 28Q: 3 clusters Score -6266914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6266931.000000 Penalty: 3507.258301
	Iteration 29Q: 3 clusters Score -6266931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6266946.000000 Penalty: 3507.258301
	Iteration 30Q: 3 clusters Score -6266946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6266945.000000 Penalty: 3507.258301
	Iteration 31Q: 3 clusters Score -6266945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -6266960.000000 Penalty: 3507.258301
	Iteration 32Q: 3 clusters Score -6266960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -6266977.500000 Penalty: 3507.258301
	Iteration 33Q: 3 clusters Score -6266978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -6266985.500000 Penalty: 3507.258301
	Iteration 34Q: 3 clusters Score -6266986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -6267002.500000 Penalty: 3507.258301
	Iteration 35Q: 3 clusters Score -6267002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6267001.500000 Penalty: 3507.258301
	Iteration 36Q: 3 clusters Score -6267002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -6267012.000000 Penalty: 3507.258301
	Iteration 37Q: 3 clusters Score -6267012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -6267018.000000 Penalty: 3507.258301
	Iteration 38Q: 3 clusters Score -6267018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6267040.000000 Penalty: 3507.258301
	Iteration 39Q: 3 clusters Score -6267040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6267038.000000 Penalty: 3507.258301
	Iteration 40F: 3 clusters Score -6267038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -6267038.500000 Penalty: 3507.258301
	Iteration 41Q: 3 clusters Score -6267038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -6267040.000000 Penalty: 3507.258301
	Iteration 42Q: 3 clusters Score -6267040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6267038.500000 Penalty: 3507.258301
	Iteration 43Q: 3 clusters Score -6267038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -6267036.500000 Penalty: 3507.258301
	Iteration 44Q: 3 clusters Score -6267036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6267045.000000 Penalty: 3507.258301
	Iteration 45Q: 3 clusters Score -6267045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6267048.000000 Penalty: 3507.258301
	Iteration 46Q: 3 clusters Score -6267048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -6267052.500000 Penalty: 3507.258301
	Iteration 47Q: 3 clusters Score -6267052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -6267057.000000 Penalty: 3507.258301
	Iteration 48Q: 3 clusters Score -6267057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6267062.000000 Penalty: 3507.258301
	Iteration 49Q: 3 clusters Score -6267062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6267062.000000 Penalty: 3507.258301
	Iteration 50F: 3 clusters Score -6267062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26824.431641 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -26824.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26155.888672 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -26155.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26332.796875 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -26332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26449.322266 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -26449.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26498.371094 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -26498.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26503.681641 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -26503.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26503.681641 Penalty: 1827.805786
	Iteration 5F: 3 clusters Score -26503.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Entering Unmasked Estep 
Score: -8755463.000000 Penalty: 1809.915527
	Iteration 0F: 2 clusters Score -8755463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8710100.000000 Penalty: 3619.831055
	Iteration 0F: 3 clusters Score -8710100 nChanged 32538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -8728510.000000 Penalty: 3619.831055
	Iteration 1F: 3 clusters Score -8728510 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -8729109.000000 Penalty: 3619.831055
	Iteration 2Q: 3 clusters Score -8729109 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -8730015.000000 Penalty: 3619.831055
	Iteration 3Q: 3 clusters Score -8730015 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8731758.000000 Penalty: 3619.831055
	Iteration 4F: 3 clusters Score -8731758 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -8734955.000000 Penalty: 3619.831055
	Iteration 5F: 3 clusters Score -8734955 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -8740225.000000 Penalty: 3619.831055
	Iteration 6F: 3 clusters Score -8740225 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -8746664.000000 Penalty: 3619.831055
	Iteration 7F: 3 clusters Score -8746664 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -8751296.000000 Penalty: 3619.831055
	Iteration 8F: 3 clusters Score -8751296 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8753127.000000 Penalty: 3619.831055
	Iteration 9Q: 3 clusters Score -8753127 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -8753598.000000 Penalty: 3619.831055
	Iteration 10Q: 3 clusters Score -8753598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -8753711.000000 Penalty: 3619.831055
	Iteration 11Q: 3 clusters Score -8753711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -8753750.000000 Penalty: 3619.831055
	Iteration 12Q: 3 clusters Score -8753750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8753777.000000 Penalty: 3619.831055
	Iteration 13Q: 3 clusters Score -8753777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -8753795.000000 Penalty: 3619.831055
	Iteration 14Q: 3 clusters Score -8753795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -8753793.000000 Penalty: 3619.831055
	Iteration 15Q: 3 clusters Score -8753793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -8753794.000000 Penalty: 3619.831055
	Iteration 16Q: 3 clusters Score -8753794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8753798.000000 Penalty: 3619.831055
	Iteration 17Q: 3 clusters Score -8753798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -8753801.000000 Penalty: 3619.831055
	Iteration 18Q: 3 clusters Score -8753801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -8753808.000000 Penalty: 3619.831055
	Iteration 19Q: 3 clusters Score -8753808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -8753809.000000 Penalty: 3619.831055
	Iteration 20F: 3 clusters Score -8753809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68783 members 
Mstep: Class 4 contains 71797 members 
Mstep: Class 6 contains 58000 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37072 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72151 members 
Mstep: Class 18 contains 32218 members 
Mstep: Class 19 contains 48609 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631304.000000 Penalty: 36216.003906
Iteration 199Q: 18 clusters Score -6.16313e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68761 members 
Mstep: Class 4 contains 71684 members 
Mstep: Class 6 contains 58001 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37068 members 
Mstep: Class 13 contains 23830 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72120 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 19 contains 48808 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631396.000000 Penalty: 36216.003906
Iteration 200F: 18 clusters Score -6.16314e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 68740 members 
Mstep: Class 4 contains 71580 members 
Mstep: Class 6 contains 57988 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37066 members 
Mstep: Class 13 contains 23829 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72104 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 19 contains 48985 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631412.000000 Penalty: 36216.003906
Iteration 201Q: 18 clusters Score -6.163141e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 68720 members 
Mstep: Class 4 contains 71494 members 
Mstep: Class 6 contains 57981 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72085 members 
Mstep: Class 18 contains 32178 members 
Mstep: Class 19 contains 49134 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631424.000000 Penalty: 36216.003906
Iteration 202Q: 18 clusters Score -6.163142e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68714 members 
Mstep: Class 4 contains 71407 members 
Mstep: Class 6 contains 57983 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37060 members 
Mstep: Class 13 contains 23827 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72054 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 19 contains 49286 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631464.000000 Penalty: 36216.003906
Iteration 203Q: 18 clusters Score -6.163146e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68689 members 
Mstep: Class 4 contains 71320 members 
Mstep: Class 6 contains 57987 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37058 members 
Mstep: Class 13 contains 23821 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72034 members 
Mstep: Class 18 contains 32158 members 
Mstep: Class 19 contains 49434 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631500.000000 Penalty: 36216.003906
Iteration 204Q: 18 clusters Score -6.16315e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68679 members 
Mstep: Class 4 contains 71232 members 
Mstep: Class 6 contains 57995 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37051 members 
Mstep: Class 13 contains 23817 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 72010 members 
Mstep: Class 18 contains 32151 members 
Mstep: Class 19 contains 49570 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631576.000000 Penalty: 36216.003906
Iteration 205Q: 18 clusters Score -6.163158e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68667 members 
Mstep: Class 4 contains 71154 members 
Mstep: Class 6 contains 57998 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37050 members 
Mstep: Class 13 contains 23814 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71987 members 
Mstep: Class 18 contains 32136 members 
Mstep: Class 19 contains 49713 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631560.000000 Penalty: 36216.003906
Iteration 206Q: 18 clusters Score -6.163156e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68650 members 
Mstep: Class 4 contains 71055 members 
Mstep: Class 6 contains 58002 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37046 members 
Mstep: Class 13 contains 23816 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71963 members 
Mstep: Class 18 contains 32125 members 
Mstep: Class 19 contains 49864 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631648.000000 Penalty: 36216.003906
Iteration 207Q: 18 clusters Score -6.163165e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68634 members 
Mstep: Class 4 contains 70955 members 
Mstep: Class 6 contains 58002 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37035 members 
Mstep: Class 13 contains 23815 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71947 members 
Mstep: Class 18 contains 32117 members 
Mstep: Class 19 contains 50016 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631652.000000 Penalty: 36216.003906
Iteration 208Q: 18 clusters Score -6.163165e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68611 members 
Mstep: Class 4 contains 70857 members 
Mstep: Class 6 contains 58004 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37024 members 
Mstep: Class 13 contains 23811 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71931 members 
Mstep: Class 18 contains 32107 members 
Mstep: Class 19 contains 50190 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631620.000000 Penalty: 36216.003906
Iteration 209Q: 18 clusters Score -6.163162e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68579 members 
Mstep: Class 4 contains 70766 members 
Mstep: Class 6 contains 58002 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 37010 members 
Mstep: Class 13 contains 23808 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71917 members 
Mstep: Class 18 contains 32102 members 
Mstep: Class 19 contains 50355 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631664.000000 Penalty: 36216.003906
Iteration 210Q: 18 clusters Score -6.163166e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68549 members 
Mstep: Class 4 contains 70664 members 
Mstep: Class 6 contains 57994 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36993 members 
Mstep: Class 13 contains 23815 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71911 members 
Mstep: Class 18 contains 32095 members 
Mstep: Class 19 contains 50534 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631760.000000 Penalty: 36216.003906
Iteration 211Q: 18 clusters Score -6.163176e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68518 members 
Mstep: Class 4 contains 70573 members 
Mstep: Class 6 contains 57997 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36986 members 
Mstep: Class 13 contains 23814 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71904 members 
Mstep: Class 18 contains 32089 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631804.000000 Penalty: 36216.003906
Iteration 212Q: 18 clusters Score -6.16318e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68482 members 
Mstep: Class 4 contains 70503 members 
Mstep: Class 6 contains 58005 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36977 members 
Mstep: Class 13 contains 23809 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 71885 members 
Mstep: Class 18 contains 32089 members 
Mstep: Class 19 contains 50827 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631784.000000 Penalty: 36216.003906
Iteration 213Q: 18 clusters Score -6.163178e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68458 members 
Mstep: Class 4 contains 70406 members 
Mstep: Class 6 contains 58022 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36972 members 
Mstep: Class 13 contains 23805 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71863 members 
Mstep: Class 18 contains 32086 members 
Mstep: Class 19 contains 50963 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631856.000000 Penalty: 36216.003906
Iteration 214Q: 18 clusters Score -6.163186e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68437 members 
Mstep: Class 4 contains 70279 members 
Mstep: Class 6 contains 58034 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36974 members 
Mstep: Class 13 contains 23807 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71853 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 19 contains 51108 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631876.000000 Penalty: 36216.003906
Iteration 215Q: 18 clusters Score -6.163188e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68422 members 
Mstep: Class 4 contains 70157 members 
Mstep: Class 6 contains 58039 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36971 members 
Mstep: Class 13 contains 23811 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71841 members 
Mstep: Class 18 contains 32077 members 
Mstep: Class 19 contains 51249 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631804.000000 Penalty: 36216.003906
Iteration 216Q: 18 clusters Score -6.16318e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68411 members 
Mstep: Class 4 contains 70050 members 
Mstep: Class 6 contains 58040 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36958 members 
Mstep: Class 13 contains 23810 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71827 members 
Mstep: Class 18 contains 32072 members 
Mstep: Class 19 contains 51404 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631812.000000 Penalty: 36216.003906
Iteration 217Q: 18 clusters Score -6.163181e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68385 members 
Mstep: Class 4 contains 69915 members 
Mstep: Class 6 contains 58038 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36948 members 
Mstep: Class 13 contains 23806 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71811 members 
Mstep: Class 18 contains 32068 members 
Mstep: Class 19 contains 51621 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631924.000000 Penalty: 36216.003906
Iteration 218Q: 18 clusters Score -6.163192e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 68371 members 
Mstep: Class 4 contains 69785 members 
Mstep: Class 6 contains 58043 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36941 members 
Mstep: Class 13 contains 23805 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71794 members 
Mstep: Class 18 contains 32060 members 
Mstep: Class 19 contains 51808 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631860.000000 Penalty: 36216.003906
Iteration 219Q: 18 clusters Score -6.163186e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68355 members 
Mstep: Class 4 contains 69662 members 
Mstep: Class 6 contains 58040 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36942 members 
Mstep: Class 13 contains 23796 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71785 members 
Mstep: Class 18 contains 32049 members 
Mstep: Class 19 contains 51981 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631872.000000 Penalty: 36216.003906
Iteration 220F: 18 clusters Score -6.163187e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68339 members 
Mstep: Class 4 contains 69563 members 
Mstep: Class 6 contains 58030 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36935 members 
Mstep: Class 13 contains 23790 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71768 members 
Mstep: Class 18 contains 32044 members 
Mstep: Class 19 contains 52142 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631832.000000 Penalty: 36216.003906
Iteration 221Q: 18 clusters Score -6.163183e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68323 members 
Mstep: Class 4 contains 69456 members 
Mstep: Class 6 contains 58036 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36931 members 
Mstep: Class 13 contains 23782 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71750 members 
Mstep: Class 18 contains 32043 members 
Mstep: Class 19 contains 52302 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631824.000000 Penalty: 36216.003906
Iteration 222Q: 18 clusters Score -6.163182e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68313 members 
Mstep: Class 4 contains 69334 members 
Mstep: Class 6 contains 58039 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36918 members 
Mstep: Class 13 contains 23784 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71729 members 
Mstep: Class 18 contains 32037 members 
Mstep: Class 19 contains 52469 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631816.000000 Penalty: 36216.003906
Iteration 223Q: 18 clusters Score -6.163182e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68309 members 
Mstep: Class 4 contains 69222 members 
Mstep: Class 6 contains 58033 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36913 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 19 contains 52627 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631848.000000 Penalty: 36216.003906
Iteration 224Q: 18 clusters Score -6.163185e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68291 members 
Mstep: Class 4 contains 69118 members 
Mstep: Class 6 contains 58021 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36908 members 
Mstep: Class 13 contains 23782 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71672 members 
Mstep: Class 18 contains 32033 members 
Mstep: Class 19 contains 52795 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631768.000000 Penalty: 36216.003906
Iteration 225Q: 18 clusters Score -6.163177e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68269 members 
Mstep: Class 4 contains 69040 members 
Mstep: Class 6 contains 58020 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36904 members 
Mstep: Class 13 contains 23782 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71644 members 
Mstep: Class 18 contains 32025 members 
Mstep: Class 19 contains 52945 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631940.000000 Penalty: 36216.003906
Iteration 226Q: 18 clusters Score -6.163194e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68245 members 
Mstep: Class 4 contains 68963 members 
Mstep: Class 6 contains 58019 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36901 members 
Mstep: Class 13 contains 23777 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71623 members 
Mstep: Class 18 contains 32018 members 
Mstep: Class 19 contains 53086 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631996.000000 Penalty: 36216.003906
Iteration 227Q: 18 clusters Score -6.1632e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 68219 members 
Mstep: Class 4 contains 68897 members 
Mstep: Class 6 contains 58024 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36895 members 
Mstep: Class 13 contains 23780 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71592 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 19 contains 53215 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632024.000000 Penalty: 36216.003906
Iteration 228Q: 18 clusters Score -6.163202e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68203 members 
Mstep: Class 4 contains 68839 members 
Mstep: Class 6 contains 58020 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36888 members 
Mstep: Class 13 contains 23776 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 71559 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 19 contains 53335 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631992.000000 Penalty: 36216.003906
Iteration 229Q: 18 clusters Score -6.163199e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68182 members 
Mstep: Class 4 contains 68769 members 
Mstep: Class 6 contains 58016 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36884 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 71533 members 
Mstep: Class 18 contains 32005 members 
Mstep: Class 19 contains 53467 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632072.000000 Penalty: 36216.003906
Iteration 230Q: 18 clusters Score -6.163207e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68159 members 
Mstep: Class 4 contains 68686 members 
Mstep: Class 6 contains 58016 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36878 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 71510 members 
Mstep: Class 18 contains 32000 members 
Mstep: Class 19 contains 53620 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632056.000000 Penalty: 36216.003906
Iteration 231Q: 18 clusters Score -6.163206e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68144 members 
Mstep: Class 4 contains 68615 members 
Mstep: Class 6 contains 58011 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36877 members 
Mstep: Class 13 contains 23778 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71471 members 
Mstep: Class 18 contains 31995 members 
Mstep: Class 19 contains 53761 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631996.000000 Penalty: 36216.003906
Iteration 232Q: 18 clusters Score -6.1632e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68122 members 
Mstep: Class 4 contains 68552 members 
Mstep: Class 6 contains 58007 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36881 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71446 members 
Mstep: Class 18 contains 31993 members 
Mstep: Class 19 contains 53888 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632008.000000 Penalty: 36216.003906
Iteration 233Q: 18 clusters Score -6.163201e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68101 members 
Mstep: Class 4 contains 68464 members 
Mstep: Class 6 contains 58005 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36881 members 
Mstep: Class 13 contains 23775 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71410 members 
Mstep: Class 18 contains 31986 members 
Mstep: Class 19 contains 54056 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632084.000000 Penalty: 36216.003906
Iteration 234Q: 18 clusters Score -6.163208e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68089 members 
Mstep: Class 4 contains 68376 members 
Mstep: Class 6 contains 57996 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36890 members 
Mstep: Class 13 contains 23775 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71376 members 
Mstep: Class 18 contains 31986 members 
Mstep: Class 19 contains 54206 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632100.000000 Penalty: 36216.003906
Iteration 235Q: 18 clusters Score -6.16321e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68085 members 
Mstep: Class 4 contains 68302 members 
Mstep: Class 6 contains 57997 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36886 members 
Mstep: Class 13 contains 23777 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71344 members 
Mstep: Class 18 contains 31983 members 
Mstep: Class 19 contains 54333 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632128.000000 Penalty: 36216.003906
Iteration 236Q: 18 clusters Score -6.163213e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68079 members 
Mstep: Class 4 contains 68240 members 
Mstep: Class 6 contains 57992 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36884 members 
Mstep: Class 13 contains 23772 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71316 members 
Mstep: Class 18 contains 31979 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632084.000000 Penalty: 36216.003906
Iteration 237Q: 18 clusters Score -6.163208e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68065 members 
Mstep: Class 4 contains 68189 members 
Mstep: Class 6 contains 57985 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36884 members 
Mstep: Class 13 contains 23769 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71288 members 
Mstep: Class 18 contains 31971 members 
Mstep: Class 19 contains 54589 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632128.000000 Penalty: 36216.003906
Iteration 238Q: 18 clusters Score -6.163213e+07 nChanged 242
Entering ConstructFrom: 
Score: -61632128.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -533811.250000 Penalty: 1369.146362
	Iteration 0F: 2 clusters Score -533811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -530133.437500 Penalty: 2738.292725
	Iteration 0F: 3 clusters Score -530133.4 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531191.875000 Penalty: 2738.292725
	Iteration 1F: 3 clusters Score -531191.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -531402.437500 Penalty: 2738.292725
	Iteration 2F: 3 clusters Score -531402.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -531617.250000 Penalty: 2738.292725
	Iteration 3F: 3 clusters Score -531617.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -531840.125000 Penalty: 2738.292725
	Iteration 4F: 3 clusters Score -531840.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -532073.250000 Penalty: 2738.292725
	Iteration 5F: 3 clusters Score -532073.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -532280.187500 Penalty: 2738.292725
	Iteration 6F: 3 clusters Score -532280.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -532437.375000 Penalty: 2738.292725
	Iteration 7Q: 3 clusters Score -532437.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -532561.812500 Penalty: 2738.292725
	Iteration 8Q: 3 clusters Score -532561.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -532681.437500 Penalty: 2738.292725
	Iteration 9Q: 3 clusters Score -532681.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -532789.750000 Penalty: 2738.292725
	Iteration 10Q: 3 clusters Score -532789.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -532869.937500 Penalty: 2738.292725
	Iteration 11Q: 3 clusters Score -532869.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -532927.312500 Penalty: 2738.292725
	Iteration 12Q: 3 clusters Score -532927.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -532968.375000 Penalty: 2738.292725
	Iteration 13Q: 3 clusters Score -532968.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -533001.187500 Penalty: 2738.292725
	Iteration 14Q: 3 clusters Score -533001.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -533019.562500 Penalty: 2738.292725
	Iteration 15Q: 3 clusters Score -533019.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -533034.875000 Penalty: 2738.292725
	Iteration 16Q: 3 clusters Score -533034.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -533049.187500 Penalty: 2738.292725
	Iteration 17Q: 3 clusters Score -533049.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -533054.812500 Penalty: 2738.292725
	Iteration 18Q: 3 clusters Score -533054.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -533058.500000 Penalty: 2738.292725
	Iteration 19Q: 3 clusters Score -533058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -533061.437500 Penalty: 2738.292725
	Iteration 20F: 3 clusters Score -533061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -533063.875000 Penalty: 2738.292725
	Iteration 21Q: 3 clusters Score -533063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -533064.750000 Penalty: 2738.292725
	Iteration 22Q: 3 clusters Score -533064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -533066.000000 Penalty: 2738.292725
	Iteration 23Q: 3 clusters Score -533066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -533066.062500 Penalty: 2738.292725
	Iteration 24Q: 3 clusters Score -533066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -533066.062500 Penalty: 2738.292725
	Iteration 25F: 3 clusters Score -533066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -638564.812500 Penalty: 1386.206909
	Iteration 0F: 2 clusters Score -638564.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -634579.562500 Penalty: 2772.413818
	Iteration 0F: 3 clusters Score -634579.6 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -635655.375000 Penalty: 2772.413818
	Iteration 1F: 3 clusters Score -635655.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -635850.812500 Penalty: 2772.413818
	Iteration 2F: 3 clusters Score -635850.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -635977.687500 Penalty: 2772.413818
	Iteration 3F: 3 clusters Score -635977.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -636054.875000 Penalty: 2772.413818
	Iteration 4Q: 3 clusters Score -636054.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -636120.750000 Penalty: 2772.413818
	Iteration 5Q: 3 clusters Score -636120.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -636178.875000 Penalty: 2772.413818
	Iteration 6Q: 3 clusters Score -636178.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -636232.812500 Penalty: 2772.413818
	Iteration 7Q: 3 clusters Score -636232.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -636305.937500 Penalty: 2772.413818
	Iteration 8Q: 3 clusters Score -636305.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -636406.625000 Penalty: 2772.413818
	Iteration 9Q: 3 clusters Score -636406.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -636512.187500 Penalty: 2772.413818
	Iteration 10Q: 3 clusters Score -636512.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -636638.375000 Penalty: 2772.413818
	Iteration 11Q: 3 clusters Score -636638.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -636779.000000 Penalty: 2772.413818
	Iteration 12Q: 3 clusters Score -636779 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -636936.500000 Penalty: 2772.413818
	Iteration 13Q: 3 clusters Score -636936.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -637085.687500 Penalty: 2772.413818
	Iteration 14Q: 3 clusters Score -637085.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -637202.687500 Penalty: 2772.413818
	Iteration 15Q: 3 clusters Score -637202.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -637292.125000 Penalty: 2772.413818
	Iteration 16Q: 3 clusters Score -637292.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -637352.062500 Penalty: 2772.413818
	Iteration 17Q: 3 clusters Score -637352.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -637381.187500 Penalty: 2772.413818
	Iteration 18Q: 3 clusters Score -637381.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -637408.125000 Penalty: 2772.413818
	Iteration 19Q: 3 clusters Score -637408.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -637432.562500 Penalty: 2772.413818
	Iteration 20F: 3 clusters Score -637432.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -637454.875000 Penalty: 2772.413818
	Iteration 21Q: 3 clusters Score -637454.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -637475.187500 Penalty: 2772.413818
	Iteration 22Q: 3 clusters Score -637475.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -637491.000000 Penalty: 2772.413818
	Iteration 23Q: 3 clusters Score -637491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -637506.500000 Penalty: 2772.413818
	Iteration 24Q: 3 clusters Score -637506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -637516.125000 Penalty: 2772.413818
	Iteration 25Q: 3 clusters Score -637516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -637524.812500 Penalty: 2772.413818
	Iteration 26Q: 3 clusters Score -637524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -637530.000000 Penalty: 2772.413818
	Iteration 27Q: 3 clusters Score -637530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -637536.437500 Penalty: 2772.413818
	Iteration 28Q: 3 clusters Score -637536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -637539.250000 Penalty: 2772.413818
	Iteration 29Q: 3 clusters Score -637539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -637542.500000 Penalty: 2772.413818
	Iteration 30Q: 3 clusters Score -637542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -637542.937500 Penalty: 2772.413818
	Iteration 31Q: 3 clusters Score -637542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -637542.937500 Penalty: 2772.413818
	Iteration 32F: 3 clusters Score -637542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Entering Unmasked Estep 
Score: -8718036.000000 Penalty: 1808.321167
	Iteration 0F: 2 clusters Score -8718036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -8673053.000000 Penalty: 3616.642334
	Iteration 0F: 3 clusters Score -8673053 nChanged 32201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -8691183.000000 Penalty: 3616.642334
	Iteration 1F: 3 clusters Score -8691183 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -8691695.000000 Penalty: 3616.642334
	Iteration 2Q: 3 clusters Score -8691695 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8692192.000000 Penalty: 3616.642334
	Iteration 3Q: 3 clusters Score -8692192 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8692829.000000 Penalty: 3616.642334
	Iteration 4Q: 3 clusters Score -8692829 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8693754.000000 Penalty: 3616.642334
	Iteration 5Q: 3 clusters Score -8693754 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8695120.000000 Penalty: 3616.642334
	Iteration 6Q: 3 clusters Score -8695120 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8697222.000000 Penalty: 3616.642334
	Iteration 7F: 3 clusters Score -8697222 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -8700100.000000 Penalty: 3616.642334
	Iteration 8F: 3 clusters Score -8700100 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -8703731.000000 Penalty: 3616.642334
	Iteration 9F: 3 clusters Score -8703731 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -8707293.000000 Penalty: 3616.642334
	Iteration 10F: 3 clusters Score -8707293 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -8709714.000000 Penalty: 3616.642334
	Iteration 11F: 3 clusters Score -8709714 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8710940.000000 Penalty: 3616.642334
	Iteration 12Q: 3 clusters Score -8710940 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -8711634.000000 Penalty: 3616.642334
	Iteration 13Q: 3 clusters Score -8711634 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8712082.000000 Penalty: 3616.642334
	Iteration 14Q: 3 clusters Score -8712082 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -8712423.000000 Penalty: 3616.642334
	Iteration 15Q: 3 clusters Score -8712423 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -8712799.000000 Penalty: 3616.642334
	Iteration 16Q: 3 clusters Score -8712799 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -8713145.000000 Penalty: 3616.642334
	Iteration 17Q: 3 clusters Score -8713145 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -8713486.000000 Penalty: 3616.642334
	Iteration 18Q: 3 clusters Score -8713486 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -8713817.000000 Penalty: 3616.642334
	Iteration 19Q: 3 clusters Score -8713817 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -8714106.000000 Penalty: 3616.642334
	Iteration 20F: 3 clusters Score -8714106 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -8714385.000000 Penalty: 3616.642334
	Iteration 21Q: 3 clusters Score -8714385 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -8714674.000000 Penalty: 3616.642334
	Iteration 22Q: 3 clusters Score -8714674 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -8714917.000000 Penalty: 3616.642334
	Iteration 23Q: 3 clusters Score -8714917 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -8715104.000000 Penalty: 3616.642334
	Iteration 24Q: 3 clusters Score -8715104 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -8715259.000000 Penalty: 3616.642334
	Iteration 25Q: 3 clusters Score -8715259 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -8715411.000000 Penalty: 3616.642334
	Iteration 26Q: 3 clusters Score -8715411 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -8715598.000000 Penalty: 3616.642334
	Iteration 27Q: 3 clusters Score -8715598 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -8715680.000000 Penalty: 3616.642334
	Iteration 28Q: 3 clusters Score -8715680 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -8715793.000000 Penalty: 3616.642334
	Iteration 29Q: 3 clusters Score -8715793 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -8715935.000000 Penalty: 3616.642334
	Iteration 30Q: 3 clusters Score -8715935 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -8716005.000000 Penalty: 3616.642334
	Iteration 31Q: 3 clusters Score -8716005 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -8716048.000000 Penalty: 3616.642334
	Iteration 32Q: 3 clusters Score -8716048 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -8716104.000000 Penalty: 3616.642334
	Iteration 33Q: 3 clusters Score -8716104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -8716176.000000 Penalty: 3616.642334
	Iteration 34Q: 3 clusters Score -8716176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -8716194.000000 Penalty: 3616.642334
	Iteration 35Q: 3 clusters Score -8716194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -8716244.000000 Penalty: 3616.642334
	Iteration 36Q: 3 clusters Score -8716244 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -8716278.000000 Penalty: 3616.642334
	Iteration 37Q: 3 clusters Score -8716278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -8716289.000000 Penalty: 3616.642334
	Iteration 38Q: 3 clusters Score -8716289 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -8716313.000000 Penalty: 3616.642334
	Iteration 39Q: 3 clusters Score -8716313 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8716348.000000 Penalty: 3616.642334
	Iteration 40F: 3 clusters Score -8716348 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -8716351.000000 Penalty: 3616.642334
	Iteration 41Q: 3 clusters Score -8716351 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -8716390.000000 Penalty: 3616.642334
	Iteration 42Q: 3 clusters Score -8716390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -8716402.000000 Penalty: 3616.642334
	Iteration 43Q: 3 clusters Score -8716402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -8716429.000000 Penalty: 3616.642334
	Iteration 44Q: 3 clusters Score -8716429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8716445.000000 Penalty: 3616.642334
	Iteration 45Q: 3 clusters Score -8716445 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8716466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8716500 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -8716503.000000 Penalty: 3616.642334
	Iteration 48Q: 3 clusters Score -8716503 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -8716507.000000 Penalty: 3616.642334
	Iteration 49Q: 3 clusters Score -8716507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8716524.000000 Penalty: 3616.642334
	Iteration 50Q: 3 clusters Score -8716524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8716533.000000 Penalty: 3616.642334
	Iteration 51Q: 3 clusters Score -8716533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8716543.000000 Penalty: 3616.642334
	Iteration 52Q: 3 clusters Score -8716543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -8716544.000000 Penalty: 3616.642334
	Iteration 53Q: 3 clusters Score -8716544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -8716555.000000 Penalty: 3616.642334
	Iteration 54Q: 3 clusters Score -8716555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -8716544.000000 Penalty: 3616.642334
	Iteration 55Q: 3 clusters Score -8716544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -8716562.000000 Penalty: 3616.642334
	Iteration 56Q: 3 clusters Score -8716562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -8716569.000000 Penalty: 3616.642334
	Iteration 57Q: 3 clusters Score -8716569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -8716579.000000 Penalty: 3616.642334
	Iteration 58Q: 3 clusters Score -8716579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8716589.000000 Penalty: 3616.642334
	Iteration 59Q: 3 clusters Score -8716589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8716591.000000 Penalty: 3616.642334
	Iteration 60F: 3 clusters Score -8716591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8716588.000000 Penalty: 3616.642334
	Iteration 61Q: 3 clusters Score -8716588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -8716614.000000 Penalty: 3616.642334
	Iteration 62Q: 3 clusters Score -8716614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -8716600.000000 Penalty: 3616.642334
	Iteration 63Q: 3 clusters Score -8716600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -8716625.000000 Penalty: 3616.642334
	Iteration 64Q: 3 clusters Score -8716625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -8716615.000000 Penalty: 3616.642334
	Iteration 65Q: 3 clusters Score -8716615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8716609.000000 Penalty: 3616.642334
	Iteration 66Q: 3 clusters Score -8716609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -8716601.000000 Penalty: 3616.642334
	Iteration 67Q: 3 clusters Score -8716601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8716615.000000 Penalty: 3616.642334
	Iteration 68Q: 3 clusters Score -8716615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -8716625.000000 Penalty: 3616.642334
	Iteration 69Q: 3 clusters Score -8716625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -8716635.000000 Penalty: 3616.642334
	Iteration 70Q: 3 clusters Score -8716635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -8716640.000000 Penalty: 3616.642334
	Iteration 71Q: 3 clusters Score -8716640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -8716637.000000 Penalty: 3616.642334
	Iteration 72Q: 3 clusters Score -8716637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8716653.000000 Penalty: 3616.642334
	Iteration 73Q: 3 clusters Score -8716653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -8716656.000000 Penalty: 3616.642334
	Iteration 74Q: 3 clusters Score -8716656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -8716656.000000 Penalty: 3616.642334
	Iteration 75Q: 3 clusters Score -8716656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8716657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8716667.000000 Penalty: 3616.642334
	Iteration 77Q: 3 clusters Score -8716667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -8716660.000000 Penalty: 3616.642334
	Iteration 78Q: 3 clusters Score -8716660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -8716650.000000 Penalty: 3616.642334
	Iteration 79Q: 3 clusters Score -8716650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -8716638.000000 Penalty: 3616.642334
	Iteration 80F: 3 clusters Score -8716638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -8716643.000000 Penalty: 3616.642334
	Iteration 81Q: 3 clusters Score -8716643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -8716640.000000 Penalty: 3616.642334
	Iteration 82Q: 3 clusters Score -8716640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -8716638.000000 Penalty: 3616.642334
	Iteration 83Q: 3 clusters Score -8716638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -8716646.000000 Penalty: 3616.642334
	Iteration 84Q: 3 clusters Score -8716646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -8716645.000000 Penalty: 3616.642334
	Iteration 85Q: 3 clusters Score -8716645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -8716642.000000 Penalty: 3616.642334
	Iteration 86Q: 3 clusters Score -8716642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -8716650.000000 Penalty: 3616.642334
	Iteration 87Q: 3 clusters Score -8716650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -8716652.000000 Penalty: 3616.642334
	Iteration 88Q: 3 clusters Score -8716652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8716652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -8716657.000000 Penalty: 3616.642334
	Iteration 90Q: 3 clusters Score -8716657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -8716651.000000 Penalty: 3616.642334
	Iteration 91Q: 3 clusters Score -8716651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -8716650.000000 Penalty: 3616.642334
	Iteration 92Q: 3 clusters Score -8716650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -8716652.000000 Penalty: 3616.642334
	Iteration 93Q: 3 clusters Score -8716652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -8716651.000000 Penalty: 3616.642334
	Iteration 94Q: 3 clusters Score -8716651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -8716665.000000 Penalty: 3616.642334
	Iteration 95Q: 3 clusters Score -8716665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -8716665.000000 Penalty: 3616.642334
	Iteration 96Q: 3 clusters Score -8716665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -8716659.000000 Penalty: 3616.642334
	Iteration 97Q: 3 clusters Score -8716659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -8716655.000000 Penalty: 3616.642334
	Iteration 98Q: 3 clusters Score -8716655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -8716643.000000 Penalty: 3616.642334
	Iteration 99Q: 3 clusters Score -8716643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -8716632.000000 Penalty: 3616.642334
	Iteration 100F: 3 clusters Score -8716632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -8716634.000000 Penalty: 3616.642334
	Iteration 101Q: 3 clusters Score -8716634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -8716631.000000 Penalty: 3616.642334
	Iteration 102Q: 3 clusters Score -8716631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8716638.000000 Penalty: 3616.642334
	Iteration 103Q: 3 clusters Score -8716638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -8716644.000000 Penalty: 3616.642334
	Iteration 104Q: 3 clusters Score -8716644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8716642.000000 Penalty: 3616.642334
	Iteration 105Q: 3 clusters Score -8716642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -8716636.000000 Penalty: 3616.642334
	Iteration 106Q: 3 clusters Score -8716636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8716640.000000 Penalty: 3616.642334
	Iteration 107Q: 3 clusters Score -8716640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -8716636.000000 Penalty: 3616.642334
	Iteration 108Q: 3 clusters Score -8716636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -8716645.000000 Penalty: 3616.642334
	Iteration 109Q: 3 clusters Score -8716645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8716652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8716651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -8716647.000000 Penalty: 3616.642334
	Iteration 112Q: 3 clusters Score -8716647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -8716653.000000 Penalty: 3616.642334
	Iteration 113Q: 3 clusters Score -8716653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8716657.000000 Penalty: 3616.642334
	Iteration 114Q: 3 clusters Score -8716657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8716657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8716665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -8716670.000000 Penalty: 3616.642334
	Iteration 117Q: 3 clusters Score -8716670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -8716664.000000 Penalty: 3616.642334
	Iteration 118Q: 3 clusters Score -8716664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -8716666.000000 Penalty: 3616.642334
	Iteration 119Q: 3 clusters Score -8716666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -8716661.000000 Penalty: 3616.642334
	Iteration 120F: 3 clusters Score -8716661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -8716662.000000 Penalty: 3616.642334
	Iteration 121Q: 3 clusters Score -8716662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -8716679.000000 Penalty: 3616.642334
	Iteration 122Q: 3 clusters Score -8716679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -8716671.000000 Penalty: 3616.642334
	Iteration 123Q: 3 clusters Score -8716671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -8716676.000000 Penalty: 3616.642334
	Iteration 124Q: 3 clusters Score -8716676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8716676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8716672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8716672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -8716679.000000 Penalty: 3616.642334
	Iteration 128Q: 3 clusters Score -8716679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8716671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -8716668.000000 Penalty: 3616.642334
	Iteration 130Q: 3 clusters Score -8716668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
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Entering Unmasked Estep 
Score: -8716673.000000 Penalty: 3616.642334
	Iteration 131Q: 3 clusters Score -8716673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -8716673.000000 Penalty: 3616.642334
	Iteration 132F: 3 clusters Score -8716673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Entering Unmasked Estep 
Score: -8677122.000000 Penalty: 1808.447754
	Iteration 0F: 2 clusters Score -8677122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -8632210.000000 Penalty: 3616.895508
	Iteration 0F: 3 clusters Score -8632210 nChanged 32248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8651022.000000 Penalty: 3616.895508
	Iteration 1F: 3 clusters Score -8651022 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8652221.000000 Penalty: 3616.895508
	Iteration 2Q: 3 clusters Score -8652221 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8654170.000000 Penalty: 3616.895508
	Iteration 3F: 3 clusters Score -8654170 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8656877.000000 Penalty: 3616.895508
	Iteration 4F: 3 clusters Score -8656877 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -8660502.000000 Penalty: 3616.895508
	Iteration 5F: 3 clusters Score -8660502 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8664353.000000 Penalty: 3616.895508
	Iteration 6F: 3 clusters Score -8664353 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -8667744.000000 Penalty: 3616.895508
	Iteration 7F: 3 clusters Score -8667744 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8670144.000000 Penalty: 3616.895508
	Iteration 8Q: 3 clusters Score -8670144 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -8671265.000000 Penalty: 3616.895508
	Iteration 9Q: 3 clusters Score -8671265 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8671921.000000 Penalty: 3616.895508
	Iteration 10Q: 3 clusters Score -8671921 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -8672430.000000 Penalty: 3616.895508
	Iteration 11Q: 3 clusters Score -8672430 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8672858.000000 Penalty: 3616.895508
	Iteration 12Q: 3 clusters Score -8672858 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -8673251.000000 Penalty: 3616.895508
	Iteration 13Q: 3 clusters Score -8673251 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -8673642.000000 Penalty: 3616.895508
	Iteration 14Q: 3 clusters Score -8673642 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -8674015.000000 Penalty: 3616.895508
	Iteration 15Q: 3 clusters Score -8674015 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -8674296.000000 Penalty: 3616.895508
	Iteration 16Q: 3 clusters Score -8674296 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -8674613.000000 Penalty: 3616.895508
	Iteration 17Q: 3 clusters Score -8674613 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -8674817.000000 Penalty: 3616.895508
	Iteration 18Q: 3 clusters Score -8674817 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -8675037.000000 Penalty: 3616.895508
	Iteration 19Q: 3 clusters Score -8675037 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -8675286.000000 Penalty: 3616.895508
	Iteration 20F: 3 clusters Score -8675286 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -8675480.000000 Penalty: 3616.895508
	Iteration 21Q: 3 clusters Score -8675480 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -8675655.000000 Penalty: 3616.895508
	Iteration 22Q: 3 clusters Score -8675655 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8675802.000000 Penalty: 3616.895508
	Iteration 23Q: 3 clusters Score -8675802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8675898.000000 Penalty: 3616.895508
	Iteration 24Q: 3 clusters Score -8675898 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8675975.000000 Penalty: 3616.895508
	Iteration 25Q: 3 clusters Score -8675975 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8676065.000000 Penalty: 3616.895508
	Iteration 26Q: 3 clusters Score -8676065 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -8676168.000000 Penalty: 3616.895508
	Iteration 27Q: 3 clusters Score -8676168 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8676234.000000 Penalty: 3616.895508
	Iteration 28Q: 3 clusters Score -8676234 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8676302.000000 Penalty: 3616.895508
	Iteration 29Q: 3 clusters Score -8676302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -8676351.000000 Penalty: 3616.895508
	Iteration 30Q: 3 clusters Score -8676351 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8676425.000000 Penalty: 3616.895508
	Iteration 31Q: 3 clusters Score -8676425 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -8676459.000000 Penalty: 3616.895508
	Iteration 32Q: 3 clusters Score -8676459 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8676466.000000 Penalty: 3616.895508
	Iteration 33Q: 3 clusters Score -8676466 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8676510.000000 Penalty: 3616.895508
	Iteration 34Q: 3 clusters Score -8676510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -8676522.000000 Penalty: 3616.895508
	Iteration 35Q: 3 clusters Score -8676522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8676566.000000 Penalty: 3616.895508
	Iteration 36Q: 3 clusters Score -8676566 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8676560.000000 Penalty: 3616.895508
	Iteration 37Q: 3 clusters Score -8676560 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8676596.000000 Penalty: 3616.895508
	Iteration 38Q: 3 clusters Score -8676596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8676607.000000 Penalty: 3616.895508
	Iteration 39Q: 3 clusters Score -8676607 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8676614.000000 Penalty: 3616.895508
	Iteration 40F: 3 clusters Score -8676614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8676630.000000 Penalty: 3616.895508
	Iteration 41Q: 3 clusters Score -8676630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8676645.000000 Penalty: 3616.895508
	Iteration 42Q: 3 clusters Score -8676645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8676644.000000 Penalty: 3616.895508
	Iteration 43Q: 3 clusters Score -8676644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8676649.000000 Penalty: 3616.895508
	Iteration 44Q: 3 clusters Score -8676649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8676671.000000 Penalty: 3616.895508
	Iteration 45Q: 3 clusters Score -8676671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8676667.000000 Penalty: 3616.895508
	Iteration 46Q: 3 clusters Score -8676667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8676670.000000 Penalty: 3616.895508
	Iteration 47Q: 3 clusters Score -8676670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8676670.000000 Penalty: 3616.895508
	Iteration 48Q: 3 clusters Score -8676670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8676664.000000 Penalty: 3616.895508
	Iteration 49Q: 3 clusters Score -8676664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8676668.000000 Penalty: 3616.895508
	Iteration 50Q: 3 clusters Score -8676668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8676661.000000 Penalty: 3616.895508
	Iteration 51Q: 3 clusters Score -8676661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8676668.000000 Penalty: 3616.895508
	Iteration 52Q: 3 clusters Score -8676668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8676687.000000 Penalty: 3616.895508
	Iteration 53Q: 3 clusters Score -8676687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8676678.000000 Penalty: 3616.895508
	Iteration 54Q: 3 clusters Score -8676678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8676680.000000 Penalty: 3616.895508
	Iteration 55Q: 3 clusters Score -8676680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8676672.000000 Penalty: 3616.895508
	Iteration 56Q: 3 clusters Score -8676672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8676675.000000 Penalty: 3616.895508
	Iteration 57Q: 3 clusters Score -8676675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8676680.000000 Penalty: 3616.895508
	Iteration 58Q: 3 clusters Score -8676680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8676679.000000 Penalty: 3616.895508
	Iteration 59Q: 3 clusters Score -8676679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8676674.000000 Penalty: 3616.895508
	Iteration 60F: 3 clusters Score -8676674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8676674.000000 Penalty: 3616.895508
	Iteration 61Q: 3 clusters Score -8676674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8676676.000000 Penalty: 3616.895508
	Iteration 62Q: 3 clusters Score -8676676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8676676.000000 Penalty: 3616.895508
	Iteration 63Q: 3 clusters Score -8676676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8676677.000000 Penalty: 3616.895508
	Iteration 64Q: 3 clusters Score -8676677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8676682.000000 Penalty: 3616.895508
	Iteration 65Q: 3 clusters Score -8676682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8676682.000000 Penalty: 3616.895508
	Iteration 66Q: 3 clusters Score -8676682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8676684.000000 Penalty: 3616.895508
	Iteration 67Q: 3 clusters Score -8676684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8676684.000000 Penalty: 3616.895508
	Iteration 68F: 3 clusters Score -8676684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Entering Unmasked Estep 
Score: -7390853.500000 Penalty: 1782.267822
	Iteration 0F: 2 clusters Score -7390854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -7352168.500000 Penalty: 3564.535645
	Iteration 0F: 3 clusters Score -7352168 nChanged 27366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7367572.500000 Penalty: 3564.535645
	Iteration 1F: 3 clusters Score -7367572 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -7367977.000000 Penalty: 3564.535645
	Iteration 2Q: 3 clusters Score -7367977 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -7368361.500000 Penalty: 3564.535645
	Iteration 3Q: 3 clusters Score -7368362 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7368869.000000 Penalty: 3564.535645
	Iteration 4Q: 3 clusters Score -7368869 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -7369591.000000 Penalty: 3564.535645
	Iteration 5Q: 3 clusters Score -7369591 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -7370662.500000 Penalty: 3564.535645
	Iteration 6Q: 3 clusters Score -7370662 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7372362.000000 Penalty: 3564.535645
	Iteration 7Q: 3 clusters Score -7372362 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7375104.500000 Penalty: 3564.535645
	Iteration 8F: 3 clusters Score -7375104 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -7378603.000000 Penalty: 3564.535645
	Iteration 9F: 3 clusters Score -7378603 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -7382081.500000 Penalty: 3564.535645
	Iteration 10F: 3 clusters Score -7382082 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7384795.000000 Penalty: 3564.535645
	Iteration 11F: 3 clusters Score -7384795 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7386635.000000 Penalty: 3564.535645
	Iteration 12Q: 3 clusters Score -7386635 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7387732.500000 Penalty: 3564.535645
	Iteration 13Q: 3 clusters Score -7387732 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7388404.500000 Penalty: 3564.535645
	Iteration 14Q: 3 clusters Score -7388404 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7388762.000000 Penalty: 3564.535645
	Iteration 15Q: 3 clusters Score -7388762 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7388989.500000 Penalty: 3564.535645
	Iteration 16Q: 3 clusters Score -7388990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7389091.500000 Penalty: 3564.535645
	Iteration 17Q: 3 clusters Score -7389092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7389148.000000 Penalty: 3564.535645
	Iteration 18Q: 3 clusters Score -7389148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7389211.000000 Penalty: 3564.535645
	Iteration 19Q: 3 clusters Score -7389211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7389253.500000 Penalty: 3564.535645
	Iteration 20F: 3 clusters Score -7389254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7389278.000000 Penalty: 3564.535645
	Iteration 21Q: 3 clusters Score -7389278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7389303.000000 Penalty: 3564.535645
	Iteration 22Q: 3 clusters Score -7389303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7389315.500000 Penalty: 3564.535645
	Iteration 23Q: 3 clusters Score -7389316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7389321.000000 Penalty: 3564.535645
	Iteration 24Q: 3 clusters Score -7389321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7389329.500000 Penalty: 3564.535645
	Iteration 25Q: 3 clusters Score -7389330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7389333.000000 Penalty: 3564.535645
	Iteration 26Q: 3 clusters Score -7389333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7389334.000000 Penalty: 3564.535645
	Iteration 27Q: 3 clusters Score -7389334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7389338.000000 Penalty: 3564.535645
	Iteration 28Q: 3 clusters Score -7389338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7389347.500000 Penalty: 3564.535645
	Iteration 29Q: 3 clusters Score -7389348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7389347.500000 Penalty: 3564.535645
	Iteration 30Q: 3 clusters Score -7389348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7389348.500000 Penalty: 3564.535645
	Iteration 31Q: 3 clusters Score -7389348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7389348.000000 Penalty: 3564.535645
	Iteration 32Q: 3 clusters Score -7389348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7389350.500000 Penalty: 3564.535645
	Iteration 33Q: 3 clusters Score -7389350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7389350.500000 Penalty: 3564.535645
	Iteration 34F: 3 clusters Score -7389350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14760.010742 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14760.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15064.672852 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15064.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15183.648438 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -15183.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15196.874023 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -15196.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15200.143555 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -15200.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15200.143555 Penalty: 1669.134521
	Iteration 5F: 3 clusters Score -15200.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68059 members 
Mstep: Class 4 contains 68112 members 
Mstep: Class 5 contains 120 members 
Mstep: Class 6 contains 57977 members 
Mstep: Class 7 contains 50 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36883 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71271 members 
Mstep: Class 18 contains 31958 members 
Mstep: Class 19 contains 54727 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68455 members 
Entering Unmasked Estep 
Score: -61630780.000000 Penalty: 38346.355469
Splitting cluster 7 changes total score from -61632128.000000 to -61630780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -119247.093750 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -119247.1 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 498 members 
Entering Unmasked Estep 
Score: -117847.710938 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -117847.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118070.132812 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -118070.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118127.703125 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -118127.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118154.695312 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -118154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118176.687500 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -118176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118189.710938 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -118189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118197.960938 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -118198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118204.515625 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -118204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118207.992188 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -118208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118212.078125 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -118212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118214.210938 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -118214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118215.945312 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -118215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118216.937500 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -118216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118216.937500 Penalty: 2229.374756
	Iteration 13F: 3 clusters Score -118216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45842.871094 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45842.87 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46205.179688 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46205.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -46288.519531 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46288.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -46322.152344 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -46322.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -46356.625000 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -46356.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46385.105469 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -46385.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46397.082031 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -46397.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46397.082031 Penalty: 2005.123413
	Iteration 7F: 3 clusters Score -46397.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15868.744141 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15868.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15972.715820 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -15972.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16043.201172 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16043.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16103.621094 Penalty: 1728.389038
	Iteration 3F: 3 clusters Score -16103.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16143.005859 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16143.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16162.991211 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -16162.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16167.603516 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -16167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16184.045898 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -16184.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16186.074219 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -16186.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16190.617188 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -16190.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16190.617188 Penalty: 1728.389038
	Iteration 10F: 3 clusters Score -16190.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Entering Unmasked Estep 
Score: -4506349.500000 Penalty: 1708.769653
	Iteration 0F: 2 clusters Score -4506350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4481619.500000 Penalty: 3417.539307
	Iteration 0F: 3 clusters Score -4481620 nChanged 17128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4491278.000000 Penalty: 3417.539307
	Iteration 1F: 3 clusters Score -4491278 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4491856.000000 Penalty: 3417.539307
	Iteration 2Q: 3 clusters Score -4491856 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4492631.000000 Penalty: 3417.539307
	Iteration 3Q: 3 clusters Score -4492631 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4493802.000000 Penalty: 3417.539307
	Iteration 4F: 3 clusters Score -4493802 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4495758.500000 Penalty: 3417.539307
	Iteration 5F: 3 clusters Score -4495758 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -4498427.500000 Penalty: 3417.539307
	Iteration 6F: 3 clusters Score -4498428 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4501269.000000 Penalty: 3417.539307
	Iteration 7F: 3 clusters Score -4501269 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4503327.000000 Penalty: 3417.539307
	Iteration 8F: 3 clusters Score -4503327 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4504307.500000 Penalty: 3417.539307
	Iteration 9Q: 3 clusters Score -4504308 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4504599.000000 Penalty: 3417.539307
	Iteration 10Q: 3 clusters Score -4504599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4504708.000000 Penalty: 3417.539307
	Iteration 11Q: 3 clusters Score -4504708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4504768.000000 Penalty: 3417.539307
	Iteration 12Q: 3 clusters Score -4504768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4504804.500000 Penalty: 3417.539307
	Iteration 13Q: 3 clusters Score -4504804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4504837.500000 Penalty: 3417.539307
	Iteration 14Q: 3 clusters Score -4504838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4504852.500000 Penalty: 3417.539307
	Iteration 15Q: 3 clusters Score -4504852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4504861.500000 Penalty: 3417.539307
	Iteration 16Q: 3 clusters Score -4504862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4504865.000000 Penalty: 3417.539307
	Iteration 17Q: 3 clusters Score -4504865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4504876.000000 Penalty: 3417.539307
	Iteration 18Q: 3 clusters Score -4504876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4504884.000000 Penalty: 3417.539307
	Iteration 19Q: 3 clusters Score -4504884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4504885.500000 Penalty: 3417.539307
	Iteration 20F: 3 clusters Score -4504886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4504887.000000 Penalty: 3417.539307
	Iteration 21Q: 3 clusters Score -4504887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4504894.000000 Penalty: 3417.539307
	Iteration 22Q: 3 clusters Score -4504894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4504894.000000 Penalty: 3417.539307
	Iteration 23F: 3 clusters Score -4504894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Entering Unmasked Estep 
Score: -3013505.250000 Penalty: 1637.379150
	Iteration 0F: 2 clusters Score -3013505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2997472.750000 Penalty: 3274.758301
	Iteration 0F: 3 clusters Score -2997473 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3003263.500000 Penalty: 3274.758301
	Iteration 1F: 3 clusters Score -3003264 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3003572.500000 Penalty: 3274.758301
	Iteration 2Q: 3 clusters Score -3003572 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3003879.000000 Penalty: 3274.758301
	Iteration 3Q: 3 clusters Score -3003879 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3004201.250000 Penalty: 3274.758301
	Iteration 4Q: 3 clusters Score -3004201 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3004564.000000 Penalty: 3274.758301
	Iteration 5Q: 3 clusters Score -3004564 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3004969.500000 Penalty: 3274.758301
	Iteration 6Q: 3 clusters Score -3004970 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3005498.000000 Penalty: 3274.758301
	Iteration 7Q: 3 clusters Score -3005498 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3006130.750000 Penalty: 3274.758301
	Iteration 8Q: 3 clusters Score -3006131 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3006980.500000 Penalty: 3274.758301
	Iteration 9F: 3 clusters Score -3006980 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3007960.250000 Penalty: 3274.758301
	Iteration 10F: 3 clusters Score -3007960 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3008928.750000 Penalty: 3274.758301
	Iteration 11F: 3 clusters Score -3008929 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3009781.250000 Penalty: 3274.758301
	Iteration 12Q: 3 clusters Score -3009781 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3010498.250000 Penalty: 3274.758301
	Iteration 13Q: 3 clusters Score -3010498 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3011060.500000 Penalty: 3274.758301
	Iteration 14Q: 3 clusters Score -3011060 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3011446.750000 Penalty: 3274.758301
	Iteration 15Q: 3 clusters Score -3011447 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3011696.000000 Penalty: 3274.758301
	Iteration 16Q: 3 clusters Score -3011696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3011845.500000 Penalty: 3274.758301
	Iteration 17Q: 3 clusters Score -3011846 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3011943.250000 Penalty: 3274.758301
	Iteration 18Q: 3 clusters Score -3011943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3012000.000000 Penalty: 3274.758301
	Iteration 19Q: 3 clusters Score -3012000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3012036.000000 Penalty: 3274.758301
	Iteration 20F: 3 clusters Score -3012036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3012064.750000 Penalty: 3274.758301
	Iteration 21Q: 3 clusters Score -3012065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3012094.750000 Penalty: 3274.758301
	Iteration 22Q: 3 clusters Score -3012095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3012103.250000 Penalty: 3274.758301
	Iteration 23Q: 3 clusters Score -3012103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3012106.750000 Penalty: 3274.758301
	Iteration 24Q: 3 clusters Score -3012107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3012110.750000 Penalty: 3274.758301
	Iteration 25Q: 3 clusters Score -3012111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3012110.750000 Penalty: 3274.758301
	Iteration 26F: 3 clusters Score -3012111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -81101.953125 Penalty: 1067.995972
	Iteration 0F: 2 clusters Score -81101.95 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 353 members 
Entering Unmasked Estep 
Score: -79895.015625 Penalty: 2135.991943
	Iteration 0F: 3 clusters Score -79895.02 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80201.648438 Penalty: 2135.991943
	Iteration 1F: 3 clusters Score -80201.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80307.273438 Penalty: 2135.991943
	Iteration 2F: 3 clusters Score -80307.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80382.257812 Penalty: 2135.991943
	Iteration 3F: 3 clusters Score -80382.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80449.992188 Penalty: 2135.991943
	Iteration 4Q: 3 clusters Score -80449.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80498.007812 Penalty: 2135.991943
	Iteration 5Q: 3 clusters Score -80498.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80539.617188 Penalty: 2135.991943
	Iteration 6Q: 3 clusters Score -80539.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -80564.554688 Penalty: 2135.991943
	Iteration 7Q: 3 clusters Score -80564.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80585.632812 Penalty: 2135.991943
	Iteration 8Q: 3 clusters Score -80585.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80592.648438 Penalty: 2135.991943
	Iteration 9Q: 3 clusters Score -80592.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80601.710938 Penalty: 2135.991943
	Iteration 10Q: 3 clusters Score -80601.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80606.195312 Penalty: 2135.991943
	Iteration 11Q: 3 clusters Score -80606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80606.648438 Penalty: 2135.991943
	Iteration 12Q: 3 clusters Score -80606.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80608.296875 Penalty: 2135.991943
	Iteration 13Q: 3 clusters Score -80608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80609.117188 Penalty: 2135.991943
	Iteration 14Q: 3 clusters Score -80609.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80609.117188 Penalty: 2135.991943
	Iteration 15F: 3 clusters Score -80609.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Entering Unmasked Estep 
Score: -9126367.000000 Penalty: 1815.814819
	Iteration 0F: 2 clusters Score -9126367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -9079391.000000 Penalty: 3631.629639
	Iteration 0F: 3 clusters Score -9079391 nChanged 33904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -9099262.000000 Penalty: 3631.629639
	Iteration 1F: 3 clusters Score -9099262 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -9099912.000000 Penalty: 3631.629639
	Iteration 2Q: 3 clusters Score -9099912 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -9100663.000000 Penalty: 3631.629639
	Iteration 3Q: 3 clusters Score -9100663 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -9101977.000000 Penalty: 3631.629639
	Iteration 4Q: 3 clusters Score -9101977 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -9103980.000000 Penalty: 3631.629639
	Iteration 5F: 3 clusters Score -9103980 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -9107113.000000 Penalty: 3631.629639
	Iteration 6F: 3 clusters Score -9107113 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -9111730.000000 Penalty: 3631.629639
	Iteration 7F: 3 clusters Score -9111730 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -9116894.000000 Penalty: 3631.629639
	Iteration 8F: 3 clusters Score -9116894 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -9121173.000000 Penalty: 3631.629639
	Iteration 9F: 3 clusters Score -9121173 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9123468.000000 Penalty: 3631.629639
	Iteration 10Q: 3 clusters Score -9123468 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9124325.000000 Penalty: 3631.629639
	Iteration 11Q: 3 clusters Score -9124325 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9124609.000000 Penalty: 3631.629639
	Iteration 12Q: 3 clusters Score -9124609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9124700.000000 Penalty: 3631.629639
	Iteration 13Q: 3 clusters Score -9124700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9124745.000000 Penalty: 3631.629639
	Iteration 14Q: 3 clusters Score -9124745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9124763.000000 Penalty: 3631.629639
	Iteration 15Q: 3 clusters Score -9124763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9124785.000000 Penalty: 3631.629639
	Iteration 16Q: 3 clusters Score -9124785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9124784.000000 Penalty: 3631.629639
	Iteration 17Q: 3 clusters Score -9124784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9124783.000000 Penalty: 3631.629639
	Iteration 18Q: 3 clusters Score -9124783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9124783.000000 Penalty: 3631.629639
	Iteration 19Q: 3 clusters Score -9124783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9124785.000000 Penalty: 3631.629639
	Iteration 20F: 3 clusters Score -9124785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9124785.000000 Penalty: 3631.629639
	Iteration 21Q: 3 clusters Score -9124785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9124785.000000 Penalty: 3631.629639
	Iteration 22F: 3 clusters Score -9124785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Entering Unmasked Estep 
Score: -4071626.250000 Penalty: 1685.478882
	Iteration 0F: 2 clusters Score -4071626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4050268.500000 Penalty: 3370.957764
	Iteration 0F: 3 clusters Score -4050268 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4058294.250000 Penalty: 3370.957764
	Iteration 1F: 3 clusters Score -4058294 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4058662.750000 Penalty: 3370.957764
	Iteration 2Q: 3 clusters Score -4058663 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4059033.000000 Penalty: 3370.957764
	Iteration 3Q: 3 clusters Score -4059033 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4059416.500000 Penalty: 3370.957764
	Iteration 4Q: 3 clusters Score -4059416 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4059893.750000 Penalty: 3370.957764
	Iteration 5Q: 3 clusters Score -4059894 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4060468.250000 Penalty: 3370.957764
	Iteration 6Q: 3 clusters Score -4060468 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4061272.500000 Penalty: 3370.957764
	Iteration 7Q: 3 clusters Score -4061272 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4062303.500000 Penalty: 3370.957764
	Iteration 8F: 3 clusters Score -4062304 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4063488.250000 Penalty: 3370.957764
	Iteration 9F: 3 clusters Score -4063488 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4064695.250000 Penalty: 3370.957764
	Iteration 10F: 3 clusters Score -4064695 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4065849.750000 Penalty: 3370.957764
	Iteration 11F: 3 clusters Score -4065850 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4066765.750000 Penalty: 3370.957764
	Iteration 12Q: 3 clusters Score -4066766 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -4067342.500000 Penalty: 3370.957764
	Iteration 13Q: 3 clusters Score -4067342 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4067623.750000 Penalty: 3370.957764
	Iteration 14Q: 3 clusters Score -4067624 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4067756.500000 Penalty: 3370.957764
	Iteration 15Q: 3 clusters Score -4067756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4067872.000000 Penalty: 3370.957764
	Iteration 16Q: 3 clusters Score -4067872 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4067956.250000 Penalty: 3370.957764
	Iteration 17Q: 3 clusters Score -4067956 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4068030.000000 Penalty: 3370.957764
	Iteration 18Q: 3 clusters Score -4068030 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4068079.250000 Penalty: 3370.957764
	Iteration 19Q: 3 clusters Score -4068079 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4068126.750000 Penalty: 3370.957764
	Iteration 20F: 3 clusters Score -4068127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4068177.750000 Penalty: 3370.957764
	Iteration 21Q: 3 clusters Score -4068178 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4068212.000000 Penalty: 3370.957764
	Iteration 22Q: 3 clusters Score -4068212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4068234.000000 Penalty: 3370.957764
	Iteration 23Q: 3 clusters Score -4068234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4068255.750000 Penalty: 3370.957764
	Iteration 24Q: 3 clusters Score -4068256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4068278.250000 Penalty: 3370.957764
	Iteration 25Q: 3 clusters Score -4068278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4068287.750000 Penalty: 3370.957764
	Iteration 26Q: 3 clusters Score -4068288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4068292.750000 Penalty: 3370.957764
	Iteration 27Q: 3 clusters Score -4068293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4068298.750000 Penalty: 3370.957764
	Iteration 28Q: 3 clusters Score -4068299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4068311.250000 Penalty: 3370.957764
	Iteration 29Q: 3 clusters Score -4068311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4068324.250000 Penalty: 3370.957764
	Iteration 30Q: 3 clusters Score -4068324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4068327.250000 Penalty: 3370.957764
	Iteration 31Q: 3 clusters Score -4068327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4068339.250000 Penalty: 3370.957764
	Iteration 32Q: 3 clusters Score -4068339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4068362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4068382.250000 Penalty: 3370.957764
	Iteration 34Q: 3 clusters Score -4068382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4068388.750000 Penalty: 3370.957764
	Iteration 35Q: 3 clusters Score -4068389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4068393.250000 Penalty: 3370.957764
	Iteration 36Q: 3 clusters Score -4068393 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4068409.250000 Penalty: 3370.957764
	Iteration 37Q: 3 clusters Score -4068409 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -4068431.000000 Penalty: 3370.957764
	Iteration 38Q: 3 clusters Score -4068431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4068441.750000 Penalty: 3370.957764
	Iteration 39Q: 3 clusters Score -4068442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4068460.000000 Penalty: 3370.957764
	Iteration 40F: 3 clusters Score -4068460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4068468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4068478.000000 Penalty: 3370.957764
	Iteration 42Q: 3 clusters Score -4068478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4068477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4068489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4068490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4068480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4068491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4068498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4068510.250000 Penalty: 3370.957764
	Iteration 49Q: 3 clusters Score -4068510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4068524.250000 Penalty: 3370.957764
	Iteration 50Q: 3 clusters Score -4068524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4068542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4068537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4068557 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4068558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4068572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4068578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4068594 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4068599 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4068602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4068602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4068608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4068611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4068624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4068637.000000 Penalty: 3370.957764
	Iteration 64Q: 3 clusters Score -4068637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4068646.000000 Penalty: 3370.957764
	Iteration 65Q: 3 clusters Score -4068646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -4068659.250000 Penalty: 3370.957764
	Iteration 66Q: 3 clusters Score -4068659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4068665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4068676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4068690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4068702.250000 Penalty: 3370.957764
	Iteration 70Q: 3 clusters Score -4068702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4068702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4068705 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4068702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4068710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4068716.500000 Penalty: 3370.957764
	Iteration 75Q: 3 clusters Score -4068716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4068718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4068733.000000 Penalty: 3370.957764
	Iteration 77Q: 3 clusters Score -4068733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4068725.250000 Penalty: 3370.957764
	Iteration 78Q: 3 clusters Score -4068725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4068728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4068739.250000 Penalty: 3370.957764
	Iteration 80F: 3 clusters Score -4068739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4068741.250000 Penalty: 3370.957764
	Iteration 81Q: 3 clusters Score -4068741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4068746.250000 Penalty: 3370.957764
	Iteration 82Q: 3 clusters Score -4068746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4068741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4068743.750000 Penalty: 3370.957764
	Iteration 84Q: 3 clusters Score -4068744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4068748.250000 Penalty: 3370.957764
	Iteration 85Q: 3 clusters Score -4068748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4068746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4068745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4068755.000000 Penalty: 3370.957764
	Iteration 88Q: 3 clusters Score -4068755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4068755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4068751.500000 Penalty: 3370.957764
	Iteration 90Q: 3 clusters Score -4068752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4068757.250000 Penalty: 3370.957764
	Iteration 91Q: 3 clusters Score -4068757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4068759.000000 Penalty: 3370.957764
	Iteration 92Q: 3 clusters Score -4068759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4068754.000000 Penalty: 3370.957764
	Iteration 93Q: 3 clusters Score -4068754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4068747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4068748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4068760.000000 Penalty: 3370.957764
	Iteration 96Q: 3 clusters Score -4068760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4068758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4068752.750000 Penalty: 3370.957764
	Iteration 98Q: 3 clusters Score -4068753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4068754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4068757.000000 Penalty: 3370.957764
	Iteration 100F: 3 clusters Score -4068757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4068752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4068751 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4068758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4068754 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4068756 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4068760 nChanged 9
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Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4068762.000000 Penalty: 3370.957764
	Iteration 107Q: 3 clusters Score -4068762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4068761.500000 Penalty: 3370.957764
	Iteration 108Q: 3 clusters Score -4068762 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4068762 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4068764 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4068768 nChanged 20
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4068772.250000 Penalty: 3370.957764
	Iteration 112Q: 3 clusters Score -4068772 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4068781.750000 Penalty: 3370.957764
	Iteration 113Q: 3 clusters Score -4068782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4068779 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4068782 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4068780 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8235 members 
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Entering Unmasked Estep 
Score: -4068769.250000 Penalty: 3370.957764
	Iteration 117Q: 3 clusters Score -4068769 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -4068771.250000 Penalty: 3370.957764
	Iteration 118Q: 3 clusters Score -4068771 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4068772.750000 Penalty: 3370.957764
	Iteration 119Q: 3 clusters Score -4068773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4068771.750000 Penalty: 3370.957764
	Iteration 120F: 3 clusters Score -4068772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -4068769.000000 Penalty: 3370.957764
	Iteration 121Q: 3 clusters Score -4068769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4068777.250000 Penalty: 3370.957764
	Iteration 122Q: 3 clusters Score -4068777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4068775.500000 Penalty: 3370.957764
	Iteration 123Q: 3 clusters Score -4068776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4068782.500000 Penalty: 3370.957764
	Iteration 124Q: 3 clusters Score -4068782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4068784.250000 Penalty: 3370.957764
	Iteration 125Q: 3 clusters Score -4068784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4068783.750000 Penalty: 3370.957764
	Iteration 126Q: 3 clusters Score -4068784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4068780.750000 Penalty: 3370.957764
	Iteration 127Q: 3 clusters Score -4068781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4068783.000000 Penalty: 3370.957764
	Iteration 128Q: 3 clusters Score -4068783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -4068777.500000 Penalty: 3370.957764
	Iteration 129Q: 3 clusters Score -4068778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4068785.250000 Penalty: 3370.957764
	Iteration 130Q: 3 clusters Score -4068785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4068786.000000 Penalty: 3370.957764
	Iteration 131Q: 3 clusters Score -4068786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -4068784.250000 Penalty: 3370.957764
	Iteration 132Q: 3 clusters Score -4068784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4068787.750000 Penalty: 3370.957764
	Iteration 133Q: 3 clusters Score -4068788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4068791.500000 Penalty: 3370.957764
	Iteration 134Q: 3 clusters Score -4068792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4068799.750000 Penalty: 3370.957764
	Iteration 135Q: 3 clusters Score -4068800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4068802.000000 Penalty: 3370.957764
	Iteration 136Q: 3 clusters Score -4068802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4068803.500000 Penalty: 3370.957764
	Iteration 137Q: 3 clusters Score -4068804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4068799.000000 Penalty: 3370.957764
	Iteration 138Q: 3 clusters Score -4068799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4068798.500000 Penalty: 3370.957764
	Iteration 139Q: 3 clusters Score -4068798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4068799.750000 Penalty: 3370.957764
	Iteration 140F: 3 clusters Score -4068800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4068801.000000 Penalty: 3370.957764
	Iteration 141Q: 3 clusters Score -4068801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4068797.750000 Penalty: 3370.957764
	Iteration 142Q: 3 clusters Score -4068798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4068800.000000 Penalty: 3370.957764
	Iteration 143Q: 3 clusters Score -4068800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4068800.000000 Penalty: 3370.957764
	Iteration 144Q: 3 clusters Score -4068800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4068806.000000 Penalty: 3370.957764
	Iteration 145Q: 3 clusters Score -4068806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4068806.000000 Penalty: 3370.957764
	Iteration 146Q: 3 clusters Score -4068806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4068799.750000 Penalty: 3370.957764
	Iteration 147Q: 3 clusters Score -4068800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4068802.500000 Penalty: 3370.957764
	Iteration 148Q: 3 clusters Score -4068802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4068802.500000 Penalty: 3370.957764
	Iteration 149F: 3 clusters Score -4068802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Entering Unmasked Estep 
Score: -7049921.500000 Penalty: 1772.893311
	Iteration 0F: 2 clusters Score -7049922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -7013361.500000 Penalty: 3545.786621
	Iteration 0F: 3 clusters Score -7013362 nChanged 25811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7027782.000000 Penalty: 3545.786621
	Iteration 1F: 3 clusters Score -7027782 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -7028148.000000 Penalty: 3545.786621
	Iteration 2Q: 3 clusters Score -7028148 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -7028600.000000 Penalty: 3545.786621
	Iteration 3Q: 3 clusters Score -7028600 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -7029161.000000 Penalty: 3545.786621
	Iteration 4Q: 3 clusters Score -7029161 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -7029921.500000 Penalty: 3545.786621
	Iteration 5Q: 3 clusters Score -7029922 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -7031189.500000 Penalty: 3545.786621
	Iteration 6Q: 3 clusters Score -7031190 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -7033414.500000 Penalty: 3545.786621
	Iteration 7F: 3 clusters Score -7033414 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7036556.500000 Penalty: 3545.786621
	Iteration 8F: 3 clusters Score -7036556 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -7039969.000000 Penalty: 3545.786621
	Iteration 9F: 3 clusters Score -7039969 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -7042542.500000 Penalty: 3545.786621
	Iteration 10F: 3 clusters Score -7042542 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -7044170.500000 Penalty: 3545.786621
	Iteration 11Q: 3 clusters Score -7044170 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -7045122.500000 Penalty: 3545.786621
	Iteration 12Q: 3 clusters Score -7045122 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -7045768.500000 Penalty: 3545.786621
	Iteration 13Q: 3 clusters Score -7045768 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -7046241.000000 Penalty: 3545.786621
	Iteration 14Q: 3 clusters Score -7046241 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -7046686.500000 Penalty: 3545.786621
	Iteration 15Q: 3 clusters Score -7046686 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -7046976.500000 Penalty: 3545.786621
	Iteration 16Q: 3 clusters Score -7046976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -7047225.500000 Penalty: 3545.786621
	Iteration 17Q: 3 clusters Score -7047226 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -7047434.500000 Penalty: 3545.786621
	Iteration 18Q: 3 clusters Score -7047434 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -7047594.500000 Penalty: 3545.786621
	Iteration 19Q: 3 clusters Score -7047594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -7047750.000000 Penalty: 3545.786621
	Iteration 20F: 3 clusters Score -7047750 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -7047857.000000 Penalty: 3545.786621
	Iteration 21Q: 3 clusters Score -7047857 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7047960.500000 Penalty: 3545.786621
	Iteration 22Q: 3 clusters Score -7047960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -7048033.500000 Penalty: 3545.786621
	Iteration 23Q: 3 clusters Score -7048034 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -7048092.000000 Penalty: 3545.786621
	Iteration 24Q: 3 clusters Score -7048092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -7048140.500000 Penalty: 3545.786621
	Iteration 25Q: 3 clusters Score -7048140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -7048173.500000 Penalty: 3545.786621
	Iteration 26Q: 3 clusters Score -7048174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -7048208.000000 Penalty: 3545.786621
	Iteration 27Q: 3 clusters Score -7048208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -7048235.500000 Penalty: 3545.786621
	Iteration 28Q: 3 clusters Score -7048236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -7048244.000000 Penalty: 3545.786621
	Iteration 29Q: 3 clusters Score -7048244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7048258.000000 Penalty: 3545.786621
	Iteration 30Q: 3 clusters Score -7048258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7048288.000000 Penalty: 3545.786621
	Iteration 31Q: 3 clusters Score -7048288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7048302.000000 Penalty: 3545.786621
	Iteration 32Q: 3 clusters Score -7048302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -7048318.500000 Penalty: 3545.786621
	Iteration 33Q: 3 clusters Score -7048318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7048320.500000 Penalty: 3545.786621
	Iteration 34Q: 3 clusters Score -7048320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -7048319.000000 Penalty: 3545.786621
	Iteration 35Q: 3 clusters Score -7048319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -7048329.500000 Penalty: 3545.786621
	Iteration 36Q: 3 clusters Score -7048330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7048331.000000 Penalty: 3545.786621
	Iteration 37Q: 3 clusters Score -7048331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -7048323.000000 Penalty: 3545.786621
	Iteration 38Q: 3 clusters Score -7048323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -7048328.000000 Penalty: 3545.786621
	Iteration 39Q: 3 clusters Score -7048328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7048351.000000 Penalty: 3545.786621
	Iteration 40F: 3 clusters Score -7048351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7048346.500000 Penalty: 3545.786621
	Iteration 41Q: 3 clusters Score -7048346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7048354.500000 Penalty: 3545.786621
	Iteration 42Q: 3 clusters Score -7048354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7048355.000000 Penalty: 3545.786621
	Iteration 43Q: 3 clusters Score -7048355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7048364.000000 Penalty: 3545.786621
	Iteration 44Q: 3 clusters Score -7048364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7048361.000000 Penalty: 3545.786621
	Iteration 45Q: 3 clusters Score -7048361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -7048366.500000 Penalty: 3545.786621
	Iteration 46Q: 3 clusters Score -7048366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -7048369.000000 Penalty: 3545.786621
	Iteration 47Q: 3 clusters Score -7048369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -7048372.000000 Penalty: 3545.786621
	Iteration 48Q: 3 clusters Score -7048372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7048368.000000 Penalty: 3545.786621
	Iteration 49Q: 3 clusters Score -7048368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -7048368.000000 Penalty: 3545.786621
	Iteration 50Q: 3 clusters Score -7048368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -7048374.000000 Penalty: 3545.786621
	Iteration 51Q: 3 clusters Score -7048374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7048370.500000 Penalty: 3545.786621
	Iteration 52Q: 3 clusters Score -7048370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -7048377.500000 Penalty: 3545.786621
	Iteration 53Q: 3 clusters Score -7048378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7048380.500000 Penalty: 3545.786621
	Iteration 54Q: 3 clusters Score -7048380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -7048384.500000 Penalty: 3545.786621
	Iteration 55Q: 3 clusters Score -7048384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7048391.000000 Penalty: 3545.786621
	Iteration 56Q: 3 clusters Score -7048391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7048388.500000 Penalty: 3545.786621
	Iteration 57Q: 3 clusters Score -7048388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7048389.500000 Penalty: 3545.786621
	Iteration 58Q: 3 clusters Score -7048390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7048396.000000 Penalty: 3545.786621
	Iteration 59Q: 3 clusters Score -7048396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7048396.000000 Penalty: 3545.786621
	Iteration 60F: 3 clusters Score -7048396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26824.431641 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -26824.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26168.599609 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -26168.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26460.650391 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -26460.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26524.312500 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -26524.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26550.675781 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -26550.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -26578.625000 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -26578.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26625.507812 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -26625.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -26651.091797 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -26651.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -26673.341797 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -26673.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -26680.873047 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -26680.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -26680.873047 Penalty: 1827.805786
	Iteration 9F: 3 clusters Score -26680.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Entering Unmasked Estep 
Score: -8720401.000000 Penalty: 1809.263916
	Iteration 0F: 2 clusters Score -8720401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8675154.000000 Penalty: 3618.527832
	Iteration 0F: 3 clusters Score -8675154 nChanged 32540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -8693607.000000 Penalty: 3618.527832
	Iteration 1F: 3 clusters Score -8693607 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -8694208.000000 Penalty: 3618.527832
	Iteration 2Q: 3 clusters Score -8694208 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -8694900.000000 Penalty: 3618.527832
	Iteration 3Q: 3 clusters Score -8694900 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -8695824.000000 Penalty: 3618.527832
	Iteration 4Q: 3 clusters Score -8695824 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -8697093.000000 Penalty: 3618.527832
	Iteration 5Q: 3 clusters Score -8697093 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8699317.000000 Penalty: 3618.527832
	Iteration 6F: 3 clusters Score -8699317 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8702853.000000 Penalty: 3618.527832
	Iteration 7F: 3 clusters Score -8702853 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -8707457.000000 Penalty: 3618.527832
	Iteration 8F: 3 clusters Score -8707457 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -8712213.000000 Penalty: 3618.527832
	Iteration 9F: 3 clusters Score -8712213 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8715637.000000 Penalty: 3618.527832
	Iteration 10F: 3 clusters Score -8715637 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8717366.000000 Penalty: 3618.527832
	Iteration 11Q: 3 clusters Score -8717366 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8718144.000000 Penalty: 3618.527832
	Iteration 12Q: 3 clusters Score -8718144 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8718471.000000 Penalty: 3618.527832
	Iteration 13Q: 3 clusters Score -8718471 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8718604.000000 Penalty: 3618.527832
	Iteration 14Q: 3 clusters Score -8718604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8718674.000000 Penalty: 3618.527832
	Iteration 15Q: 3 clusters Score -8718674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8718719.000000 Penalty: 3618.527832
	Iteration 16Q: 3 clusters Score -8718719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8718777.000000 Penalty: 3618.527832
	Iteration 17Q: 3 clusters Score -8718777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8718803.000000 Penalty: 3618.527832
	Iteration 18Q: 3 clusters Score -8718803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8718816.000000 Penalty: 3618.527832
	Iteration 19Q: 3 clusters Score -8718816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8718824.000000 Penalty: 3618.527832
	Iteration 20F: 3 clusters Score -8718824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8718823.000000 Penalty: 3618.527832
	Iteration 21Q: 3 clusters Score -8718823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8718824.000000 Penalty: 3618.527832
	Iteration 22Q: 3 clusters Score -8718824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8718831.000000 Penalty: 3618.527832
	Iteration 23Q: 3 clusters Score -8718831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8718835.000000 Penalty: 3618.527832
	Iteration 24Q: 3 clusters Score -8718835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8718835.000000 Penalty: 3618.527832
	Iteration 25F: 3 clusters Score -8718835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68059 members 
Mstep: Class 4 contains 68112 members 
Mstep: Class 6 contains 57977 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36883 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71271 members 
Mstep: Class 18 contains 31958 members 
Mstep: Class 19 contains 54727 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632076.000000 Penalty: 36216.003906
Iteration 239Q: 18 clusters Score -6.163208e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68050 members 
Mstep: Class 4 contains 68047 members 
Mstep: Class 6 contains 57965 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36877 members 
Mstep: Class 13 contains 23769 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71246 members 
Mstep: Class 18 contains 31950 members 
Mstep: Class 19 contains 54858 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632072.000000 Penalty: 36216.003906
Iteration 240F: 18 clusters Score -6.163207e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68035 members 
Mstep: Class 4 contains 68002 members 
Mstep: Class 6 contains 57950 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36872 members 
Mstep: Class 13 contains 23769 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71229 members 
Mstep: Class 18 contains 31945 members 
Mstep: Class 19 contains 54963 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632068.000000 Penalty: 36216.003906
Iteration 241Q: 18 clusters Score -6.163207e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68019 members 
Mstep: Class 4 contains 67950 members 
Mstep: Class 6 contains 57944 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36868 members 
Mstep: Class 13 contains 23775 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71207 members 
Mstep: Class 18 contains 31944 members 
Mstep: Class 19 contains 55063 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632108.000000 Penalty: 36216.003906
Iteration 242Q: 18 clusters Score -6.163211e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68010 members 
Mstep: Class 4 contains 67880 members 
Mstep: Class 6 contains 57934 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36861 members 
Mstep: Class 13 contains 23777 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71195 members 
Mstep: Class 18 contains 31936 members 
Mstep: Class 19 contains 55173 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632112.000000 Penalty: 36216.003906
Iteration 243Q: 18 clusters Score -6.163211e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68010 members 
Mstep: Class 4 contains 67814 members 
Mstep: Class 6 contains 57929 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36855 members 
Mstep: Class 13 contains 23777 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71176 members 
Mstep: Class 18 contains 31928 members 
Mstep: Class 19 contains 55277 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632100.000000 Penalty: 36216.003906
Iteration 244Q: 18 clusters Score -6.16321e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 68003 members 
Mstep: Class 4 contains 67760 members 
Mstep: Class 6 contains 57920 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36853 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71157 members 
Mstep: Class 18 contains 31913 members 
Mstep: Class 19 contains 55384 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632216.000000 Penalty: 36216.003906
Iteration 245Q: 18 clusters Score -6.163222e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67995 members 
Mstep: Class 4 contains 67695 members 
Mstep: Class 6 contains 57922 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 13 contains 23773 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71145 members 
Mstep: Class 18 contains 31898 members 
Mstep: Class 19 contains 55488 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632272.000000 Penalty: 36216.003906
Iteration 246Q: 18 clusters Score -6.163227e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67988 members 
Mstep: Class 4 contains 67622 members 
Mstep: Class 6 contains 57925 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36849 members 
Mstep: Class 13 contains 23772 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71131 members 
Mstep: Class 18 contains 31894 members 
Mstep: Class 19 contains 55601 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632260.000000 Penalty: 36216.003906
Iteration 247Q: 18 clusters Score -6.163226e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67973 members 
Mstep: Class 4 contains 67555 members 
Mstep: Class 6 contains 57924 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36848 members 
Mstep: Class 13 contains 23767 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71123 members 
Mstep: Class 18 contains 31884 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632288.000000 Penalty: 36216.003906
Iteration 248Q: 18 clusters Score -6.163229e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67961 members 
Mstep: Class 4 contains 67499 members 
Mstep: Class 6 contains 57918 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36843 members 
Mstep: Class 13 contains 23763 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71113 members 
Mstep: Class 18 contains 31876 members 
Mstep: Class 19 contains 55834 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632304.000000 Penalty: 36216.003906
Iteration 249Q: 18 clusters Score -6.16323e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67960 members 
Mstep: Class 4 contains 67424 members 
Mstep: Class 6 contains 57916 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36840 members 
Mstep: Class 13 contains 23757 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71103 members 
Mstep: Class 18 contains 31869 members 
Mstep: Class 19 contains 55945 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632276.000000 Penalty: 36216.003906
Iteration 250Q: 18 clusters Score -6.163228e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67954 members 
Mstep: Class 4 contains 67348 members 
Mstep: Class 6 contains 57919 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36840 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71094 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 19 contains 56055 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632308.000000 Penalty: 36216.003906
Iteration 251Q: 18 clusters Score -6.163231e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67944 members 
Mstep: Class 4 contains 67273 members 
Mstep: Class 6 contains 57917 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36837 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71070 members 
Mstep: Class 18 contains 31855 members 
Mstep: Class 19 contains 56170 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632268.000000 Penalty: 36216.003906
Iteration 252Q: 18 clusters Score -6.163227e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67939 members 
Mstep: Class 4 contains 67202 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36842 members 
Mstep: Class 13 contains 23746 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71050 members 
Mstep: Class 18 contains 31850 members 
Mstep: Class 19 contains 56270 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632340.000000 Penalty: 36216.003906
Iteration 253Q: 18 clusters Score -6.163234e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67941 members 
Mstep: Class 4 contains 67138 members 
Mstep: Class 6 contains 57906 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36848 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71037 members 
Mstep: Class 18 contains 31840 members 
Mstep: Class 19 contains 56353 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632324.000000 Penalty: 36216.003906
Iteration 254Q: 18 clusters Score -6.163232e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67938 members 
Mstep: Class 4 contains 67081 members 
Mstep: Class 6 contains 57898 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36844 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71025 members 
Mstep: Class 18 contains 31830 members 
Mstep: Class 19 contains 56459 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632336.000000 Penalty: 36216.003906
Iteration 255Q: 18 clusters Score -6.163234e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67932 members 
Mstep: Class 4 contains 67009 members 
Mstep: Class 6 contains 57891 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36847 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 71005 members 
Mstep: Class 18 contains 31825 members 
Mstep: Class 19 contains 56582 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632452.000000 Penalty: 36216.003906
Iteration 256Q: 18 clusters Score -6.163245e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67933 members 
Mstep: Class 4 contains 66931 members 
Mstep: Class 6 contains 57878 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36857 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70990 members 
Mstep: Class 18 contains 31813 members 
Mstep: Class 19 contains 56690 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632384.000000 Penalty: 36216.003906
Iteration 257Q: 18 clusters Score -6.163238e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67935 members 
Mstep: Class 4 contains 66839 members 
Mstep: Class 6 contains 57874 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36864 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70978 members 
Mstep: Class 18 contains 31804 members 
Mstep: Class 19 contains 56806 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632424.000000 Penalty: 36216.003906
Iteration 258Q: 18 clusters Score -6.163242e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 67939 members 
Mstep: Class 4 contains 66789 members 
Mstep: Class 6 contains 57868 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36862 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70964 members 
Mstep: Class 18 contains 31796 members 
Mstep: Class 19 contains 56878 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632436.000000 Penalty: 36216.003906
Iteration 259Q: 18 clusters Score -6.163244e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 67925 members 
Mstep: Class 4 contains 66767 members 
Mstep: Class 6 contains 57867 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36863 members 
Mstep: Class 13 contains 23739 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70940 members 
Mstep: Class 18 contains 31783 members 
Mstep: Class 19 contains 56953 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632404.000000 Penalty: 36216.003906
Iteration 260F: 18 clusters Score -6.16324e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67922 members 
Mstep: Class 4 contains 66729 members 
Mstep: Class 6 contains 57868 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36861 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70914 members 
Mstep: Class 18 contains 31772 members 
Mstep: Class 19 contains 57035 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632452.000000 Penalty: 36216.003906
Iteration 261Q: 18 clusters Score -6.163245e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67910 members 
Mstep: Class 4 contains 66691 members 
Mstep: Class 6 contains 57869 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36860 members 
Mstep: Class 13 contains 23746 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70884 members 
Mstep: Class 18 contains 31768 members 
Mstep: Class 19 contains 57121 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632456.000000 Penalty: 36216.003906
Iteration 262Q: 18 clusters Score -6.163246e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67893 members 
Mstep: Class 4 contains 66681 members 
Mstep: Class 6 contains 57864 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36854 members 
Mstep: Class 13 contains 23749 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70859 members 
Mstep: Class 18 contains 31764 members 
Mstep: Class 19 contains 57207 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632472.000000 Penalty: 36216.003906
Iteration 263Q: 18 clusters Score -6.163247e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67880 members 
Mstep: Class 4 contains 66663 members 
Mstep: Class 6 contains 57861 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36853 members 
Mstep: Class 13 contains 23749 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70836 members 
Mstep: Class 18 contains 31758 members 
Mstep: Class 19 contains 57292 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632440.000000 Penalty: 36216.003906
Iteration 264Q: 18 clusters Score -6.163244e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67865 members 
Mstep: Class 4 contains 66654 members 
Mstep: Class 6 contains 57847 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36859 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70816 members 
Mstep: Class 18 contains 31758 members 
Mstep: Class 19 contains 57357 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632544.000000 Penalty: 36216.003906
Iteration 265Q: 18 clusters Score -6.163254e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67849 members 
Mstep: Class 4 contains 66636 members 
Mstep: Class 6 contains 57841 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36856 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70800 members 
Mstep: Class 18 contains 31751 members 
Mstep: Class 19 contains 57427 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632488.000000 Penalty: 36216.003906
Iteration 266Q: 18 clusters Score -6.163249e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67829 members 
Mstep: Class 4 contains 66634 members 
Mstep: Class 6 contains 57834 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70781 members 
Mstep: Class 18 contains 31745 members 
Mstep: Class 19 contains 57499 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632548.000000 Penalty: 36216.003906
Iteration 267Q: 18 clusters Score -6.163255e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67808 members 
Mstep: Class 4 contains 66636 members 
Mstep: Class 6 contains 57819 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36842 members 
Mstep: Class 13 contains 23733 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70765 members 
Mstep: Class 18 contains 31738 members 
Mstep: Class 19 contains 57586 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632580.000000 Penalty: 36216.003906
Iteration 268Q: 18 clusters Score -6.163258e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67800 members 
Mstep: Class 4 contains 66605 members 
Mstep: Class 6 contains 57811 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36842 members 
Mstep: Class 13 contains 23731 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70742 members 
Mstep: Class 18 contains 31734 members 
Mstep: Class 19 contains 57674 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632576.000000 Penalty: 36216.003906
Iteration 269Q: 18 clusters Score -6.163258e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67790 members 
Mstep: Class 4 contains 66575 members 
Mstep: Class 6 contains 57805 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36837 members 
Mstep: Class 13 contains 23722 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70721 members 
Mstep: Class 18 contains 31737 members 
Mstep: Class 19 contains 57753 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632500.000000 Penalty: 36216.003906
Iteration 270Q: 18 clusters Score -6.16325e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67784 members 
Mstep: Class 4 contains 66536 members 
Mstep: Class 6 contains 57799 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36830 members 
Mstep: Class 13 contains 23717 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70694 members 
Mstep: Class 18 contains 31735 members 
Mstep: Class 19 contains 57844 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632508.000000 Penalty: 36216.003906
Iteration 271Q: 18 clusters Score -6.163251e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67784 members 
Mstep: Class 4 contains 66505 members 
Mstep: Class 6 contains 57786 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36821 members 
Mstep: Class 13 contains 23717 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70670 members 
Mstep: Class 18 contains 31735 members 
Mstep: Class 19 contains 57922 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632568.000000 Penalty: 36216.003906
Iteration 272Q: 18 clusters Score -6.163257e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67783 members 
Mstep: Class 4 contains 66449 members 
Mstep: Class 6 contains 57778 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36815 members 
Mstep: Class 13 contains 23713 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70652 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 58013 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632656.000000 Penalty: 36216.003906
Iteration 273Q: 18 clusters Score -6.163266e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67778 members 
Mstep: Class 4 contains 66400 members 
Mstep: Class 6 contains 57777 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36810 members 
Mstep: Class 13 contains 23712 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70646 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 58072 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632664.000000 Penalty: 36216.003906
Iteration 274Q: 18 clusters Score -6.163266e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67772 members 
Mstep: Class 4 contains 66377 members 
Mstep: Class 6 contains 57774 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36800 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70645 members 
Mstep: Class 18 contains 31728 members 
Mstep: Class 19 contains 58124 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 68286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632728.000000 Penalty: 36216.003906
Iteration 275Q: 18 clusters Score -6.163273e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67760 members 
Mstep: Class 4 contains 66362 members 
Mstep: Class 6 contains 57768 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36791 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 70640 members 
Mstep: Class 18 contains 31725 members 
Mstep: Class 19 contains 58178 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632800.000000 Penalty: 36216.003906
Iteration 276Q: 18 clusters Score -6.16328e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67756 members 
Mstep: Class 4 contains 66347 members 
Mstep: Class 6 contains 57765 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36785 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70636 members 
Mstep: Class 18 contains 31725 members 
Mstep: Class 19 contains 58208 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632796.000000 Penalty: 36216.003906
Iteration 277Q: 18 clusters Score -6.16328e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67750 members 
Mstep: Class 4 contains 66330 members 
Mstep: Class 6 contains 57758 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36781 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70638 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 58230 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632860.000000 Penalty: 36216.003906
Iteration 278Q: 18 clusters Score -6.163286e+07 nChanged 163
Entering ConstructFrom: 
Score: -61632860.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -533336.750000 Penalty: 1369.003784
	Iteration 0F: 2 clusters Score -533336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -529578.750000 Penalty: 2738.007568
	Iteration 0F: 3 clusters Score -529578.8 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -530657.687500 Penalty: 2738.007568
	Iteration 1F: 3 clusters Score -530657.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -530841.062500 Penalty: 2738.007568
	Iteration 2F: 3 clusters Score -530841.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -531003.687500 Penalty: 2738.007568
	Iteration 3F: 3 clusters Score -531003.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -531164.812500 Penalty: 2738.007568
	Iteration 4F: 3 clusters Score -531164.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -531325.375000 Penalty: 2738.007568
	Iteration 5Q: 3 clusters Score -531325.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -531481.187500 Penalty: 2738.007568
	Iteration 6Q: 3 clusters Score -531481.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -531629.312500 Penalty: 2738.007568
	Iteration 7Q: 3 clusters Score -531629.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -531787.937500 Penalty: 2738.007568
	Iteration 8Q: 3 clusters Score -531787.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -531891.937500 Penalty: 2738.007568
	Iteration 9Q: 3 clusters Score -531891.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -531968.875000 Penalty: 2738.007568
	Iteration 10Q: 3 clusters Score -531968.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -532013.687500 Penalty: 2738.007568
	Iteration 11Q: 3 clusters Score -532013.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -532031.625000 Penalty: 2738.007568
	Iteration 12Q: 3 clusters Score -532031.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -532043.875000 Penalty: 2738.007568
	Iteration 13Q: 3 clusters Score -532043.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -532055.000000 Penalty: 2738.007568
	Iteration 14Q: 3 clusters Score -532055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -532069.812500 Penalty: 2738.007568
	Iteration 15Q: 3 clusters Score -532069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -532081.500000 Penalty: 2738.007568
	Iteration 16Q: 3 clusters Score -532081.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -532088.937500 Penalty: 2738.007568
	Iteration 17Q: 3 clusters Score -532088.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -532095.500000 Penalty: 2738.007568
	Iteration 18Q: 3 clusters Score -532095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -532101.562500 Penalty: 2738.007568
	Iteration 19Q: 3 clusters Score -532101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -532105.250000 Penalty: 2738.007568
	Iteration 20F: 3 clusters Score -532105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -532108.250000 Penalty: 2738.007568
	Iteration 21Q: 3 clusters Score -532108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -532108.937500 Penalty: 2738.007568
	Iteration 22Q: 3 clusters Score -532108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -532109.437500 Penalty: 2738.007568
	Iteration 23Q: 3 clusters Score -532109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -532111.562500 Penalty: 2738.007568
	Iteration 24Q: 3 clusters Score -532111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -532112.687500 Penalty: 2738.007568
	Iteration 25Q: 3 clusters Score -532112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -532112.187500 Penalty: 2738.007568
	Iteration 26Q: 3 clusters Score -532112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -532112.375000 Penalty: 2738.007568
	Iteration 27Q: 3 clusters Score -532112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -532112.375000 Penalty: 2738.007568
	Iteration 28F: 3 clusters Score -532112.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -638933.125000 Penalty: 1386.303223
	Iteration 0F: 2 clusters Score -638933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -634925.812500 Penalty: 2772.606445
	Iteration 0F: 3 clusters Score -634925.8 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -636036.875000 Penalty: 2772.606445
	Iteration 1F: 3 clusters Score -636036.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -636239.187500 Penalty: 2772.606445
	Iteration 2F: 3 clusters Score -636239.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -636366.000000 Penalty: 2772.606445
	Iteration 3F: 3 clusters Score -636366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -636489.000000 Penalty: 2772.606445
	Iteration 4Q: 3 clusters Score -636489 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -636627.500000 Penalty: 2772.606445
	Iteration 5Q: 3 clusters Score -636627.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -636760.875000 Penalty: 2772.606445
	Iteration 6Q: 3 clusters Score -636760.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -636897.562500 Penalty: 2772.606445
	Iteration 7Q: 3 clusters Score -636897.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -637051.250000 Penalty: 2772.606445
	Iteration 8Q: 3 clusters Score -637051.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -637220.187500 Penalty: 2772.606445
	Iteration 9Q: 3 clusters Score -637220.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -637365.812500 Penalty: 2772.606445
	Iteration 10Q: 3 clusters Score -637365.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -637462.500000 Penalty: 2772.606445
	Iteration 11Q: 3 clusters Score -637462.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -637524.187500 Penalty: 2772.606445
	Iteration 12Q: 3 clusters Score -637524.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -637569.625000 Penalty: 2772.606445
	Iteration 13Q: 3 clusters Score -637569.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -637610.500000 Penalty: 2772.606445
	Iteration 14Q: 3 clusters Score -637610.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -637645.875000 Penalty: 2772.606445
	Iteration 15Q: 3 clusters Score -637645.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -637678.000000 Penalty: 2772.606445
	Iteration 16Q: 3 clusters Score -637678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -637706.812500 Penalty: 2772.606445
	Iteration 17Q: 3 clusters Score -637706.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -637723.125000 Penalty: 2772.606445
	Iteration 18Q: 3 clusters Score -637723.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -637732.250000 Penalty: 2772.606445
	Iteration 19Q: 3 clusters Score -637732.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -637741.562500 Penalty: 2772.606445
	Iteration 20F: 3 clusters Score -637741.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -637751.062500 Penalty: 2772.606445
	Iteration 21Q: 3 clusters Score -637751.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -637758.937500 Penalty: 2772.606445
	Iteration 22Q: 3 clusters Score -637758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -637763.750000 Penalty: 2772.606445
	Iteration 23Q: 3 clusters Score -637763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -637766.875000 Penalty: 2772.606445
	Iteration 24Q: 3 clusters Score -637766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -637771.437500 Penalty: 2772.606445
	Iteration 25Q: 3 clusters Score -637771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -637775.000000 Penalty: 2772.606445
	Iteration 26Q: 3 clusters Score -637775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -637780.187500 Penalty: 2772.606445
	Iteration 27Q: 3 clusters Score -637780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -637785.437500 Penalty: 2772.606445
	Iteration 28Q: 3 clusters Score -637785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -637788.000000 Penalty: 2772.606445
	Iteration 29Q: 3 clusters Score -637788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -637790.000000 Penalty: 2772.606445
	Iteration 30Q: 3 clusters Score -637790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -637792.125000 Penalty: 2772.606445
	Iteration 31Q: 3 clusters Score -637792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -637794.312500 Penalty: 2772.606445
	Iteration 32Q: 3 clusters Score -637794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -637794.250000 Penalty: 2772.606445
	Iteration 33Q: 3 clusters Score -637794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -637798.812500 Penalty: 2772.606445
	Iteration 34Q: 3 clusters Score -637798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -637800.750000 Penalty: 2772.606445
	Iteration 35Q: 3 clusters Score -637800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -637801.062500 Penalty: 2772.606445
	Iteration 36Q: 3 clusters Score -637801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -637802.812500 Penalty: 2772.606445
	Iteration 37Q: 3 clusters Score -637802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -637803.125000 Penalty: 2772.606445
	Iteration 38Q: 3 clusters Score -637803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -637803.125000 Penalty: 2772.606445
	Iteration 39F: 3 clusters Score -637803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Entering Unmasked Estep 
Score: -8676993.000000 Penalty: 1807.550537
	Iteration 0F: 2 clusters Score -8676993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8632182.000000 Penalty: 3615.101074
	Iteration 0F: 3 clusters Score -8632182 nChanged 32009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8650820.000000 Penalty: 3615.101074
	Iteration 1F: 3 clusters Score -8650820 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -8651917.000000 Penalty: 3615.101074
	Iteration 2Q: 3 clusters Score -8651917 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -8653682.000000 Penalty: 3615.101074
	Iteration 3F: 3 clusters Score -8653682 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8656270.000000 Penalty: 3615.101074
	Iteration 4F: 3 clusters Score -8656270 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8659980.000000 Penalty: 3615.101074
	Iteration 5F: 3 clusters Score -8659980 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8664463.000000 Penalty: 3615.101074
	Iteration 6F: 3 clusters Score -8664463 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8668860.000000 Penalty: 3615.101074
	Iteration 7F: 3 clusters Score -8668860 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -8672345.000000 Penalty: 3615.101074
	Iteration 8Q: 3 clusters Score -8672345 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -8674186.000000 Penalty: 3615.101074
	Iteration 9Q: 3 clusters Score -8674186 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -8674814.000000 Penalty: 3615.101074
	Iteration 10Q: 3 clusters Score -8674814 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -8675045.000000 Penalty: 3615.101074
	Iteration 11Q: 3 clusters Score -8675045 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -8675101.000000 Penalty: 3615.101074
	Iteration 12Q: 3 clusters Score -8675101 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8675171.000000 Penalty: 3615.101074
	Iteration 13Q: 3 clusters Score -8675171 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -8675217.000000 Penalty: 3615.101074
	Iteration 14Q: 3 clusters Score -8675217 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8675276.000000 Penalty: 3615.101074
	Iteration 15Q: 3 clusters Score -8675276 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -8675287.000000 Penalty: 3615.101074
	Iteration 16Q: 3 clusters Score -8675287 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -8675310.000000 Penalty: 3615.101074
	Iteration 17Q: 3 clusters Score -8675310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8675346.000000 Penalty: 3615.101074
	Iteration 18Q: 3 clusters Score -8675346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -8675361.000000 Penalty: 3615.101074
	Iteration 19Q: 3 clusters Score -8675361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8675380.000000 Penalty: 3615.101074
	Iteration 20F: 3 clusters Score -8675380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8675416.000000 Penalty: 3615.101074
	Iteration 21Q: 3 clusters Score -8675416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8675416.000000 Penalty: 3615.101074
	Iteration 22Q: 3 clusters Score -8675416 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -8675431.000000 Penalty: 3615.101074
	Iteration 23Q: 3 clusters Score -8675431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8675436.000000 Penalty: 3615.101074
	Iteration 24Q: 3 clusters Score -8675436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -8675438.000000 Penalty: 3615.101074
	Iteration 25Q: 3 clusters Score -8675438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8675450.000000 Penalty: 3615.101074
	Iteration 26Q: 3 clusters Score -8675450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8675452.000000 Penalty: 3615.101074
	Iteration 27Q: 3 clusters Score -8675452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8675466.000000 Penalty: 3615.101074
	Iteration 28Q: 3 clusters Score -8675466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8675473.000000 Penalty: 3615.101074
	Iteration 29Q: 3 clusters Score -8675473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8675479.000000 Penalty: 3615.101074
	Iteration 30Q: 3 clusters Score -8675479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8675497.000000 Penalty: 3615.101074
	Iteration 31Q: 3 clusters Score -8675497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8675494.000000 Penalty: 3615.101074
	Iteration 32Q: 3 clusters Score -8675494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -8675512.000000 Penalty: 3615.101074
	Iteration 33Q: 3 clusters Score -8675512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8675519.000000 Penalty: 3615.101074
	Iteration 34Q: 3 clusters Score -8675519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8675521.000000 Penalty: 3615.101074
	Iteration 35Q: 3 clusters Score -8675521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8675532.000000 Penalty: 3615.101074
	Iteration 36Q: 3 clusters Score -8675532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8675526.000000 Penalty: 3615.101074
	Iteration 37Q: 3 clusters Score -8675526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8675537.000000 Penalty: 3615.101074
	Iteration 38Q: 3 clusters Score -8675537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8675541.000000 Penalty: 3615.101074
	Iteration 39Q: 3 clusters Score -8675541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8675554.000000 Penalty: 3615.101074
	Iteration 40F: 3 clusters Score -8675554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -8675565.000000 Penalty: 3615.101074
	Iteration 41Q: 3 clusters Score -8675565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8675560.000000 Penalty: 3615.101074
	Iteration 42Q: 3 clusters Score -8675560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8675566.000000 Penalty: 3615.101074
	Iteration 43Q: 3 clusters Score -8675566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8675564.000000 Penalty: 3615.101074
	Iteration 44Q: 3 clusters Score -8675564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8675566.000000 Penalty: 3615.101074
	Iteration 45Q: 3 clusters Score -8675566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8675562.000000 Penalty: 3615.101074
	Iteration 46Q: 3 clusters Score -8675562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8675567.000000 Penalty: 3615.101074
	Iteration 47Q: 3 clusters Score -8675567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8675572.000000 Penalty: 3615.101074
	Iteration 48Q: 3 clusters Score -8675572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -8675570.000000 Penalty: 3615.101074
	Iteration 49Q: 3 clusters Score -8675570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8675582.000000 Penalty: 3615.101074
	Iteration 50Q: 3 clusters Score -8675582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8675568.000000 Penalty: 3615.101074
	Iteration 51Q: 3 clusters Score -8675568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8675567.000000 Penalty: 3615.101074
	Iteration 52Q: 3 clusters Score -8675567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8675573.000000 Penalty: 3615.101074
	Iteration 53Q: 3 clusters Score -8675573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8675574.000000 Penalty: 3615.101074
	Iteration 54Q: 3 clusters Score -8675574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8675565.000000 Penalty: 3615.101074
	Iteration 55Q: 3 clusters Score -8675565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8675569.000000 Penalty: 3615.101074
	Iteration 56Q: 3 clusters Score -8675569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8675571.000000 Penalty: 3615.101074
	Iteration 57Q: 3 clusters Score -8675571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8675562.000000 Penalty: 3615.101074
	Iteration 58Q: 3 clusters Score -8675562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8675558.000000 Penalty: 3615.101074
	Iteration 59Q: 3 clusters Score -8675558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8675561.000000 Penalty: 3615.101074
	Iteration 60F: 3 clusters Score -8675561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8675568.000000 Penalty: 3615.101074
	Iteration 61Q: 3 clusters Score -8675568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8675577.000000 Penalty: 3615.101074
	Iteration 62Q: 3 clusters Score -8675577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8675576.000000 Penalty: 3615.101074
	Iteration 63Q: 3 clusters Score -8675576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8675583.000000 Penalty: 3615.101074
	Iteration 64Q: 3 clusters Score -8675583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8675585.000000 Penalty: 3615.101074
	Iteration 65Q: 3 clusters Score -8675585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -8675594.000000 Penalty: 3615.101074
	Iteration 66Q: 3 clusters Score -8675594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8675589.000000 Penalty: 3615.101074
	Iteration 67Q: 3 clusters Score -8675589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8675597.000000 Penalty: 3615.101074
	Iteration 68Q: 3 clusters Score -8675597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8675586.000000 Penalty: 3615.101074
	Iteration 69Q: 3 clusters Score -8675586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8675589.000000 Penalty: 3615.101074
	Iteration 70Q: 3 clusters Score -8675589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8675591.000000 Penalty: 3615.101074
	Iteration 71Q: 3 clusters Score -8675591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -8675594.000000 Penalty: 3615.101074
	Iteration 72Q: 3 clusters Score -8675594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8675603.000000 Penalty: 3615.101074
	Iteration 73Q: 3 clusters Score -8675603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8675592.000000 Penalty: 3615.101074
	Iteration 74Q: 3 clusters Score -8675592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8675604.000000 Penalty: 3615.101074
	Iteration 75Q: 3 clusters Score -8675604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8675600.000000 Penalty: 3615.101074
	Iteration 76Q: 3 clusters Score -8675600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8675598.000000 Penalty: 3615.101074
	Iteration 77Q: 3 clusters Score -8675598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8675598.000000 Penalty: 3615.101074
	Iteration 78Q: 3 clusters Score -8675598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8675594.000000 Penalty: 3615.101074
	Iteration 79Q: 3 clusters Score -8675594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8675602.000000 Penalty: 3615.101074
	Iteration 80F: 3 clusters Score -8675602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Entering Unmasked Estep 
Score: -8449764.000000 Penalty: 1804.129761
	Iteration 0F: 2 clusters Score -8449764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -8406094.000000 Penalty: 3608.259521
	Iteration 0F: 3 clusters Score -8406094 nChanged 31487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8424281.000000 Penalty: 3608.259521
	Iteration 1F: 3 clusters Score -8424281 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -8425383.000000 Penalty: 3608.259521
	Iteration 2Q: 3 clusters Score -8425383 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -8426949.000000 Penalty: 3608.259521
	Iteration 3Q: 3 clusters Score -8426949 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -8428987.000000 Penalty: 3608.259521
	Iteration 4F: 3 clusters Score -8428987 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -8431294.000000 Penalty: 3608.259521
	Iteration 5F: 3 clusters Score -8431294 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -8434065.000000 Penalty: 3608.259521
	Iteration 6F: 3 clusters Score -8434065 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8436685.000000 Penalty: 3608.259521
	Iteration 7F: 3 clusters Score -8436685 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -8438779.000000 Penalty: 3608.259521
	Iteration 8F: 3 clusters Score -8438779 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -8440460.000000 Penalty: 3608.259521
	Iteration 9Q: 3 clusters Score -8440460 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8441706.000000 Penalty: 3608.259521
	Iteration 10Q: 3 clusters Score -8441706 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8442722.000000 Penalty: 3608.259521
	Iteration 11Q: 3 clusters Score -8442722 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8443536.000000 Penalty: 3608.259521
	Iteration 12Q: 3 clusters Score -8443536 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8444151.000000 Penalty: 3608.259521
	Iteration 13Q: 3 clusters Score -8444151 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -8444609.000000 Penalty: 3608.259521
	Iteration 14Q: 3 clusters Score -8444609 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -8444956.000000 Penalty: 3608.259521
	Iteration 15Q: 3 clusters Score -8444956 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8445265.000000 Penalty: 3608.259521
	Iteration 16Q: 3 clusters Score -8445265 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -8445576.000000 Penalty: 3608.259521
	Iteration 17Q: 3 clusters Score -8445576 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -8445899.000000 Penalty: 3608.259521
	Iteration 18Q: 3 clusters Score -8445899 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -8446148.000000 Penalty: 3608.259521
	Iteration 19Q: 3 clusters Score -8446148 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8446420.000000 Penalty: 3608.259521
	Iteration 20F: 3 clusters Score -8446420 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -8446674.000000 Penalty: 3608.259521
	Iteration 21Q: 3 clusters Score -8446674 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8446885.000000 Penalty: 3608.259521
	Iteration 22Q: 3 clusters Score -8446885 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -8447084.000000 Penalty: 3608.259521
	Iteration 23Q: 3 clusters Score -8447084 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -8447327.000000 Penalty: 3608.259521
	Iteration 24Q: 3 clusters Score -8447327 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -8447509.000000 Penalty: 3608.259521
	Iteration 25Q: 3 clusters Score -8447509 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8447696.000000 Penalty: 3608.259521
	Iteration 26Q: 3 clusters Score -8447696 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -8447883.000000 Penalty: 3608.259521
	Iteration 27Q: 3 clusters Score -8447883 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -8448076.000000 Penalty: 3608.259521
	Iteration 28Q: 3 clusters Score -8448076 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8448218.000000 Penalty: 3608.259521
	Iteration 29Q: 3 clusters Score -8448218 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -8448376.000000 Penalty: 3608.259521
	Iteration 30Q: 3 clusters Score -8448376 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8448505.000000 Penalty: 3608.259521
	Iteration 31Q: 3 clusters Score -8448505 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -8448632.000000 Penalty: 3608.259521
	Iteration 32Q: 3 clusters Score -8448632 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -8448683.000000 Penalty: 3608.259521
	Iteration 33Q: 3 clusters Score -8448683 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8448827.000000 Penalty: 3608.259521
	Iteration 34Q: 3 clusters Score -8448827 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -8448905.000000 Penalty: 3608.259521
	Iteration 35Q: 3 clusters Score -8448905 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8449023.000000 Penalty: 3608.259521
	Iteration 36Q: 3 clusters Score -8449023 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8449127.000000 Penalty: 3608.259521
	Iteration 37Q: 3 clusters Score -8449127 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8449157.000000 Penalty: 3608.259521
	Iteration 38Q: 3 clusters Score -8449157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8449214.000000 Penalty: 3608.259521
	Iteration 39Q: 3 clusters Score -8449214 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8449274.000000 Penalty: 3608.259521
	Iteration 40F: 3 clusters Score -8449274 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -8449336.000000 Penalty: 3608.259521
	Iteration 41Q: 3 clusters Score -8449336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8449364.000000 Penalty: 3608.259521
	Iteration 42Q: 3 clusters Score -8449364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -8449383.000000 Penalty: 3608.259521
	Iteration 43Q: 3 clusters Score -8449383 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8449410.000000 Penalty: 3608.259521
	Iteration 44Q: 3 clusters Score -8449410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -8449454.000000 Penalty: 3608.259521
	Iteration 45Q: 3 clusters Score -8449454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8449472.000000 Penalty: 3608.259521
	Iteration 46Q: 3 clusters Score -8449472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -8449497.000000 Penalty: 3608.259521
	Iteration 47Q: 3 clusters Score -8449497 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8449504.000000 Penalty: 3608.259521
	Iteration 48Q: 3 clusters Score -8449504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8449523.000000 Penalty: 3608.259521
	Iteration 49Q: 3 clusters Score -8449523 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8449506.000000 Penalty: 3608.259521
	Iteration 50Q: 3 clusters Score -8449506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -8449499.000000 Penalty: 3608.259521
	Iteration 51Q: 3 clusters Score -8449499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8449509.000000 Penalty: 3608.259521
	Iteration 52Q: 3 clusters Score -8449509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -8449491.000000 Penalty: 3608.259521
	Iteration 53Q: 3 clusters Score -8449491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -8449512.000000 Penalty: 3608.259521
	Iteration 54Q: 3 clusters Score -8449512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -8449501.000000 Penalty: 3608.259521
	Iteration 55Q: 3 clusters Score -8449501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8449515.000000 Penalty: 3608.259521
	Iteration 56Q: 3 clusters Score -8449515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8449527.000000 Penalty: 3608.259521
	Iteration 57Q: 3 clusters Score -8449527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8449518.000000 Penalty: 3608.259521
	Iteration 58Q: 3 clusters Score -8449518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8449530.000000 Penalty: 3608.259521
	Iteration 59Q: 3 clusters Score -8449530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8449526.000000 Penalty: 3608.259521
	Iteration 60F: 3 clusters Score -8449526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8449539 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8449551 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8449574 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8449563 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8449572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8449580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8449574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8449577.000000 Penalty: 3608.259521
	Iteration 68Q: 3 clusters Score -8449577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8449575.000000 Penalty: 3608.259521
	Iteration 69Q: 3 clusters Score -8449575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8449565.000000 Penalty: 3608.259521
	Iteration 70Q: 3 clusters Score -8449565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8449567.000000 Penalty: 3608.259521
	Iteration 71Q: 3 clusters Score -8449567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8449578.000000 Penalty: 3608.259521
	Iteration 72Q: 3 clusters Score -8449578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8449574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8449571.000000 Penalty: 3608.259521
	Iteration 74Q: 3 clusters Score -8449571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8449568.000000 Penalty: 3608.259521
	Iteration 75Q: 3 clusters Score -8449568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8449563.000000 Penalty: 3608.259521
	Iteration 76Q: 3 clusters Score -8449563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8449559.000000 Penalty: 3608.259521
	Iteration 77Q: 3 clusters Score -8449559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8449549.000000 Penalty: 3608.259521
	Iteration 78Q: 3 clusters Score -8449549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8449550.000000 Penalty: 3608.259521
	Iteration 79Q: 3 clusters Score -8449550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8449548.000000 Penalty: 3608.259521
	Iteration 80F: 3 clusters Score -8449548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8449548.000000 Penalty: 3608.259521
	Iteration 81Q: 3 clusters Score -8449548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8449547.000000 Penalty: 3608.259521
	Iteration 82Q: 3 clusters Score -8449547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8449548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8449549.000000 Penalty: 3608.259521
	Iteration 84Q: 3 clusters Score -8449549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8449551.000000 Penalty: 3608.259521
	Iteration 85Q: 3 clusters Score -8449551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8449551.000000 Penalty: 3608.259521
	Iteration 86Q: 3 clusters Score -8449551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -8449551.000000 Penalty: 3608.259521
	Iteration 87Q: 3 clusters Score -8449551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8449550.000000 Penalty: 3608.259521
	Iteration 88Q: 3 clusters Score -8449550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8449552.000000 Penalty: 3608.259521
	Iteration 89Q: 3 clusters Score -8449552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8449551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8449542.000000 Penalty: 3608.259521
	Iteration 91Q: 3 clusters Score -8449542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8449546.000000 Penalty: 3608.259521
	Iteration 92Q: 3 clusters Score -8449546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8449551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8449553.000000 Penalty: 3608.259521
	Iteration 94Q: 3 clusters Score -8449553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8449546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8449543.000000 Penalty: 3608.259521
	Iteration 96Q: 3 clusters Score -8449543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8449539.000000 Penalty: 3608.259521
	Iteration 97Q: 3 clusters Score -8449539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8449544.000000 Penalty: 3608.259521
	Iteration 98Q: 3 clusters Score -8449544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8449546.000000 Penalty: 3608.259521
	Iteration 99Q: 3 clusters Score -8449546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8449539.000000 Penalty: 3608.259521
	Iteration 100F: 3 clusters Score -8449539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8449537.000000 Penalty: 3608.259521
	Iteration 101Q: 3 clusters Score -8449537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8449536.000000 Penalty: 3608.259521
	Iteration 102Q: 3 clusters Score -8449536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -8449536.000000 Penalty: 3608.259521
	Iteration 103Q: 3 clusters Score -8449536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8449530.000000 Penalty: 3608.259521
	Iteration 104Q: 3 clusters Score -8449530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8449537.000000 Penalty: 3608.259521
	Iteration 105Q: 3 clusters Score -8449537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8449542.000000 Penalty: 3608.259521
	Iteration 106Q: 3 clusters Score -8449542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8449530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8449535.000000 Penalty: 3608.259521
	Iteration 108Q: 3 clusters Score -8449535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8449533.000000 Penalty: 3608.259521
	Iteration 109Q: 3 clusters Score -8449533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8449537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8449536.000000 Penalty: 3608.259521
	Iteration 111Q: 3 clusters Score -8449536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -8449537.000000 Penalty: 3608.259521
	Iteration 112Q: 3 clusters Score -8449537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8449540.000000 Penalty: 3608.259521
	Iteration 113Q: 3 clusters Score -8449540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8449536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8449543 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
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	Iteration 116F: 3 clusters Score -8449543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57751 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7361538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7322968 nChanged 27284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7338710 nChanged 2143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7339286 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7340048 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7341096 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -7342637.000000 Penalty: 3563.266113
	Iteration 5F: 3 clusters Score -7342637 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7345014.000000 Penalty: 3563.266113
	Iteration 6F: 3 clusters Score -7345014 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -7348369.000000 Penalty: 3563.266113
	Iteration 7F: 3 clusters Score -7348369 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -7352092.500000 Penalty: 3563.266113
	Iteration 8F: 3 clusters Score -7352092 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -7355264.500000 Penalty: 3563.266113
	Iteration 9F: 3 clusters Score -7355264 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7357253 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7358319.500000 Penalty: 3563.266113
	Iteration 11Q: 3 clusters Score -7358320 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7358867.500000 Penalty: 3563.266113
	Iteration 12Q: 3 clusters Score -7358868 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7359187.500000 Penalty: 3563.266113
	Iteration 13Q: 3 clusters Score -7359188 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7359437.500000 Penalty: 3563.266113
	Iteration 14Q: 3 clusters Score -7359438 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7359671.500000 Penalty: 3563.266113
	Iteration 15Q: 3 clusters Score -7359672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7359838.500000 Penalty: 3563.266113
	Iteration 16Q: 3 clusters Score -7359838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7359953.000000 Penalty: 3563.266113
	Iteration 17Q: 3 clusters Score -7359953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7360031.500000 Penalty: 3563.266113
	Iteration 18Q: 3 clusters Score -7360032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7360082.500000 Penalty: 3563.266113
	Iteration 19Q: 3 clusters Score -7360082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7360109.000000 Penalty: 3563.266113
	Iteration 20F: 3 clusters Score -7360109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7360131.500000 Penalty: 3563.266113
	Iteration 21Q: 3 clusters Score -7360132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7360152.000000 Penalty: 3563.266113
	Iteration 22Q: 3 clusters Score -7360152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7360175.500000 Penalty: 3563.266113
	Iteration 23Q: 3 clusters Score -7360176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7360186.500000 Penalty: 3563.266113
	Iteration 24Q: 3 clusters Score -7360186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7360192.500000 Penalty: 3563.266113
	Iteration 25Q: 3 clusters Score -7360192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7360210.500000 Penalty: 3563.266113
	Iteration 26Q: 3 clusters Score -7360210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7360216.500000 Penalty: 3563.266113
	Iteration 27Q: 3 clusters Score -7360216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7360227.000000 Penalty: 3563.266113
	Iteration 28Q: 3 clusters Score -7360227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7360232.000000 Penalty: 3563.266113
	Iteration 29Q: 3 clusters Score -7360232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7360248.500000 Penalty: 3563.266113
	Iteration 30Q: 3 clusters Score -7360248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7360249.500000 Penalty: 3563.266113
	Iteration 31Q: 3 clusters Score -7360250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7360245.000000 Penalty: 3563.266113
	Iteration 32Q: 3 clusters Score -7360245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7360245.500000 Penalty: 3563.266113
	Iteration 33Q: 3 clusters Score -7360246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7360245.500000 Penalty: 3563.266113
	Iteration 34F: 3 clusters Score -7360246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14634.086914 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14634.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14716.648438 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -14716.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -14775.736328 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -14775.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -14806.040039 Penalty: 1669.134521
	Iteration 3F: 3 clusters Score -14806.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -14818.399414 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -14818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -14855.069336 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -14855.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -14863.227539 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -14863.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -14863.227539 Penalty: 1669.134521
	Iteration 7F: 3 clusters Score -14863.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -118245.421875 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -118245.4 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 463 members 
Entering Unmasked Estep 
Score: -116872.343750 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -116872.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117078.546875 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -117078.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117127.656250 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -117127.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117159.632812 Penalty: 2226.635010
	Iteration 3Q: 3 clusters Score -117159.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117185.226562 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -117185.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117202.929688 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -117202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117211.960938 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -117212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117218.171875 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -117218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117220.867188 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -117220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117222.781250 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -117222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117223.515625 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -117223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117225.640625 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -117225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117225.640625 Penalty: 2226.635010
	Iteration 12F: 3 clusters Score -117225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45723.285156 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45723.29 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46010.851562 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46010.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46186.125000 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46186.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46308.339844 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -46308.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46454.636719 Penalty: 2005.123413
	Iteration 4F: 3 clusters Score -46454.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46540.472656 Penalty: 2005.123413
	Iteration 5F: 3 clusters Score -46540.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46673.937500 Penalty: 2005.123413
	Iteration 6F: 3 clusters Score -46673.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46725.250000 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -46725.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46740.113281 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -46740.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46742.285156 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -46742.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46742.285156 Penalty: 2005.123413
	Iteration 10F: 3 clusters Score -46742.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67737 members 
Mstep: Class 4 contains 66326 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 57751 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36778 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70636 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 58256 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68283 members 
Entering Unmasked Estep 
Score: -61631872.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61632860.000000 to -61631872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15871.878906 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15871.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16079.529297 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16079.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16137.034180 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16137.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16142.844727 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16142.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16168.931641 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16168.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16184.761719 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -16184.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16184.761719 Penalty: 1728.389038
	Iteration 6F: 3 clusters Score -16184.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Entering Unmasked Estep 
Score: -4493380.500000 Penalty: 1708.306519
	Iteration 0F: 2 clusters Score -4493380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4468838.000000 Penalty: 3416.613037
	Iteration 0F: 3 clusters Score -4468838 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4478186.500000 Penalty: 3416.613037
	Iteration 1F: 3 clusters Score -4478186 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4478647.500000 Penalty: 3416.613037
	Iteration 2Q: 3 clusters Score -4478648 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4479217.500000 Penalty: 3416.613037
	Iteration 3Q: 3 clusters Score -4479218 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4480088.000000 Penalty: 3416.613037
	Iteration 4Q: 3 clusters Score -4480088 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4481440.500000 Penalty: 3416.613037
	Iteration 5F: 3 clusters Score -4481440 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4483542.500000 Penalty: 3416.613037
	Iteration 6F: 3 clusters Score -4483542 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4486290.500000 Penalty: 3416.613037
	Iteration 7F: 3 clusters Score -4486290 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4488994.500000 Penalty: 3416.613037
	Iteration 8F: 3 clusters Score -4488994 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4490696.000000 Penalty: 3416.613037
	Iteration 9Q: 3 clusters Score -4490696 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4491391.000000 Penalty: 3416.613037
	Iteration 10Q: 3 clusters Score -4491391 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4491630.000000 Penalty: 3416.613037
	Iteration 11Q: 3 clusters Score -4491630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4491736.000000 Penalty: 3416.613037
	Iteration 12Q: 3 clusters Score -4491736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4491784.000000 Penalty: 3416.613037
	Iteration 13Q: 3 clusters Score -4491784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4491810.000000 Penalty: 3416.613037
	Iteration 14Q: 3 clusters Score -4491810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4491820.000000 Penalty: 3416.613037
	Iteration 15Q: 3 clusters Score -4491820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4491823.000000 Penalty: 3416.613037
	Iteration 16Q: 3 clusters Score -4491823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4491828.000000 Penalty: 3416.613037
	Iteration 17Q: 3 clusters Score -4491828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4491827.500000 Penalty: 3416.613037
	Iteration 18Q: 3 clusters Score -4491828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4491827.500000 Penalty: 3416.613037
	Iteration 19F: 3 clusters Score -4491828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Entering Unmasked Estep 
Score: -3005816.000000 Penalty: 1636.968506
	Iteration 0F: 2 clusters Score -3005816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2989733.500000 Penalty: 3273.937012
	Iteration 0F: 3 clusters Score -2989734 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2995693.500000 Penalty: 3273.937012
	Iteration 1F: 3 clusters Score -2995694 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2996164.500000 Penalty: 3273.937012
	Iteration 2Q: 3 clusters Score -2996164 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2996735.500000 Penalty: 3273.937012
	Iteration 3F: 3 clusters Score -2996736 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2997587.000000 Penalty: 3273.937012
	Iteration 4F: 3 clusters Score -2997587 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2998860.000000 Penalty: 3273.937012
	Iteration 5F: 3 clusters Score -2998860 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3000550.000000 Penalty: 3273.937012
	Iteration 6F: 3 clusters Score -3000550 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3002211.500000 Penalty: 3273.937012
	Iteration 7F: 3 clusters Score -3002212 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3003443.250000 Penalty: 3273.937012
	Iteration 8F: 3 clusters Score -3003443 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3004178.000000 Penalty: 3273.937012
	Iteration 9Q: 3 clusters Score -3004178 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3004527.500000 Penalty: 3273.937012
	Iteration 10Q: 3 clusters Score -3004528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3004665.500000 Penalty: 3273.937012
	Iteration 11Q: 3 clusters Score -3004666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3004703.000000 Penalty: 3273.937012
	Iteration 12Q: 3 clusters Score -3004703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3004723.000000 Penalty: 3273.937012
	Iteration 13Q: 3 clusters Score -3004723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3004746.500000 Penalty: 3273.937012
	Iteration 14Q: 3 clusters Score -3004746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3004753.750000 Penalty: 3273.937012
	Iteration 15Q: 3 clusters Score -3004754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3004761.500000 Penalty: 3273.937012
	Iteration 16Q: 3 clusters Score -3004762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3004758.750000 Penalty: 3273.937012
	Iteration 17Q: 3 clusters Score -3004759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3004767.000000 Penalty: 3273.937012
	Iteration 18Q: 3 clusters Score -3004767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3004768.250000 Penalty: 3273.937012
	Iteration 19Q: 3 clusters Score -3004768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3004781.500000 Penalty: 3273.937012
	Iteration 20F: 3 clusters Score -3004782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3004782.000000 Penalty: 3273.937012
	Iteration 21Q: 3 clusters Score -3004782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3004781.750000 Penalty: 3273.937012
	Iteration 22Q: 3 clusters Score -3004782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3004781.750000 Penalty: 3273.937012
	Iteration 23F: 3 clusters Score -3004782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -81221.046875 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -81221.05 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 360 members 
Entering Unmasked Estep 
Score: -80036.226562 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -80036.23 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80329.679688 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -80329.68 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80473.984375 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -80473.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80579.289062 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -80579.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80610.710938 Penalty: 2136.446045
	Iteration 4Q: 3 clusters Score -80610.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80629.695312 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -80629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80640.945312 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -80640.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80644.921875 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -80644.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80648.007812 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -80648.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80649.921875 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -80649.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80651.765625 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -80651.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80654.203125 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -80654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80657.132812 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -80657.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80657.132812 Penalty: 2136.446045
	Iteration 13F: 3 clusters Score -80657.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Entering Unmasked Estep 
Score: -9045275.000000 Penalty: 1814.360596
	Iteration 0F: 2 clusters Score -9045275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -8998814.000000 Penalty: 3628.721191
	Iteration 0F: 3 clusters Score -8998814 nChanged 33604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9018236.000000 Penalty: 3628.721191
	Iteration 1F: 3 clusters Score -9018236 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -9019083.000000 Penalty: 3628.721191
	Iteration 2Q: 3 clusters Score -9019083 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -9020306.000000 Penalty: 3628.721191
	Iteration 3Q: 3 clusters Score -9020306 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -9022367.000000 Penalty: 3628.721191
	Iteration 4F: 3 clusters Score -9022367 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -9025408.000000 Penalty: 3628.721191
	Iteration 5F: 3 clusters Score -9025408 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -9029480.000000 Penalty: 3628.721191
	Iteration 6F: 3 clusters Score -9029480 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -9033898.000000 Penalty: 3628.721191
	Iteration 7F: 3 clusters Score -9033898 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -9037607.000000 Penalty: 3628.721191
	Iteration 8F: 3 clusters Score -9037607 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -9039860.000000 Penalty: 3628.721191
	Iteration 9Q: 3 clusters Score -9039860 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -9041236.000000 Penalty: 3628.721191
	Iteration 10Q: 3 clusters Score -9041236 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -9041872.000000 Penalty: 3628.721191
	Iteration 11Q: 3 clusters Score -9041872 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -9042141.000000 Penalty: 3628.721191
	Iteration 12Q: 3 clusters Score -9042141 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -9042346.000000 Penalty: 3628.721191
	Iteration 13Q: 3 clusters Score -9042346 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -9042457.000000 Penalty: 3628.721191
	Iteration 14Q: 3 clusters Score -9042457 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -9042536.000000 Penalty: 3628.721191
	Iteration 15Q: 3 clusters Score -9042536 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9042588.000000 Penalty: 3628.721191
	Iteration 16Q: 3 clusters Score -9042588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -9042616.000000 Penalty: 3628.721191
	Iteration 17Q: 3 clusters Score -9042616 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -9042658.000000 Penalty: 3628.721191
	Iteration 18Q: 3 clusters Score -9042658 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -9042699.000000 Penalty: 3628.721191
	Iteration 19Q: 3 clusters Score -9042699 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -9042729.000000 Penalty: 3628.721191
	Iteration 20F: 3 clusters Score -9042729 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -9042816.000000 Penalty: 3628.721191
	Iteration 21Q: 3 clusters Score -9042816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -9042878.000000 Penalty: 3628.721191
	Iteration 22Q: 3 clusters Score -9042878 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -9042929.000000 Penalty: 3628.721191
	Iteration 23Q: 3 clusters Score -9042929 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -9043012.000000 Penalty: 3628.721191
	Iteration 24Q: 3 clusters Score -9043012 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -9043051.000000 Penalty: 3628.721191
	Iteration 25Q: 3 clusters Score -9043051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -9043127.000000 Penalty: 3628.721191
	Iteration 26Q: 3 clusters Score -9043127 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -9043207.000000 Penalty: 3628.721191
	Iteration 27Q: 3 clusters Score -9043207 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -9043293.000000 Penalty: 3628.721191
	Iteration 28Q: 3 clusters Score -9043293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -9043364.000000 Penalty: 3628.721191
	Iteration 29Q: 3 clusters Score -9043364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -9043378.000000 Penalty: 3628.721191
	Iteration 30Q: 3 clusters Score -9043378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -9043414.000000 Penalty: 3628.721191
	Iteration 31Q: 3 clusters Score -9043414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -9043451.000000 Penalty: 3628.721191
	Iteration 32Q: 3 clusters Score -9043451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -9043494.000000 Penalty: 3628.721191
	Iteration 33Q: 3 clusters Score -9043494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -9043511.000000 Penalty: 3628.721191
	Iteration 34Q: 3 clusters Score -9043511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -9043530.000000 Penalty: 3628.721191
	Iteration 35Q: 3 clusters Score -9043530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -9043545.000000 Penalty: 3628.721191
	Iteration 36Q: 3 clusters Score -9043545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -9043568.000000 Penalty: 3628.721191
	Iteration 37Q: 3 clusters Score -9043568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -9043583.000000 Penalty: 3628.721191
	Iteration 38Q: 3 clusters Score -9043583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -9043601.000000 Penalty: 3628.721191
	Iteration 39Q: 3 clusters Score -9043601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -9043619.000000 Penalty: 3628.721191
	Iteration 40F: 3 clusters Score -9043619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -9043624.000000 Penalty: 3628.721191
	Iteration 41Q: 3 clusters Score -9043624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -9043626.000000 Penalty: 3628.721191
	Iteration 42Q: 3 clusters Score -9043626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9043625.000000 Penalty: 3628.721191
	Iteration 43Q: 3 clusters Score -9043625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -9043628.000000 Penalty: 3628.721191
	Iteration 44Q: 3 clusters Score -9043628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9043629.000000 Penalty: 3628.721191
	Iteration 45Q: 3 clusters Score -9043629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9043627.000000 Penalty: 3628.721191
	Iteration 46Q: 3 clusters Score -9043627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9043640.000000 Penalty: 3628.721191
	Iteration 47Q: 3 clusters Score -9043640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9043639.000000 Penalty: 3628.721191
	Iteration 48Q: 3 clusters Score -9043639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -9043643.000000 Penalty: 3628.721191
	Iteration 49Q: 3 clusters Score -9043643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9043643.000000 Penalty: 3628.721191
	Iteration 50Q: 3 clusters Score -9043643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -9043649.000000 Penalty: 3628.721191
	Iteration 51Q: 3 clusters Score -9043649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9043653.000000 Penalty: 3628.721191
	Iteration 52Q: 3 clusters Score -9043653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -9043657.000000 Penalty: 3628.721191
	Iteration 53Q: 3 clusters Score -9043657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -9043666.000000 Penalty: 3628.721191
	Iteration 54Q: 3 clusters Score -9043666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -9043668.000000 Penalty: 3628.721191
	Iteration 55Q: 3 clusters Score -9043668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -9043688.000000 Penalty: 3628.721191
	Iteration 56Q: 3 clusters Score -9043688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -9043693.000000 Penalty: 3628.721191
	Iteration 57Q: 3 clusters Score -9043693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -9043691.000000 Penalty: 3628.721191
	Iteration 58Q: 3 clusters Score -9043691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -9043694.000000 Penalty: 3628.721191
	Iteration 59Q: 3 clusters Score -9043694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9043692.000000 Penalty: 3628.721191
	Iteration 60F: 3 clusters Score -9043692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -9043695.000000 Penalty: 3628.721191
	Iteration 61Q: 3 clusters Score -9043695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -9043700.000000 Penalty: 3628.721191
	Iteration 62Q: 3 clusters Score -9043700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -9043698.000000 Penalty: 3628.721191
	Iteration 63Q: 3 clusters Score -9043698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -9043704.000000 Penalty: 3628.721191
	Iteration 64Q: 3 clusters Score -9043704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -9043710.000000 Penalty: 3628.721191
	Iteration 65Q: 3 clusters Score -9043710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -9043710.000000 Penalty: 3628.721191
	Iteration 66Q: 3 clusters Score -9043710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -9043710.000000 Penalty: 3628.721191
	Iteration 67Q: 3 clusters Score -9043710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -9043713.000000 Penalty: 3628.721191
	Iteration 68Q: 3 clusters Score -9043713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -9043713.000000 Penalty: 3628.721191
	Iteration 69F: 3 clusters Score -9043713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Entering Unmasked Estep 
Score: -4044310.000000 Penalty: 1684.376831
	Iteration 0F: 2 clusters Score -4044310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4023036.500000 Penalty: 3368.753662
	Iteration 0F: 3 clusters Score -4023036 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4031157.500000 Penalty: 3368.753662
	Iteration 1F: 3 clusters Score -4031158 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4031526.250000 Penalty: 3368.753662
	Iteration 2Q: 3 clusters Score -4031526 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4031842.500000 Penalty: 3368.753662
	Iteration 3Q: 3 clusters Score -4031842 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4032161.000000 Penalty: 3368.753662
	Iteration 4Q: 3 clusters Score -4032161 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4032544.250000 Penalty: 3368.753662
	Iteration 5Q: 3 clusters Score -4032544 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4033084.000000 Penalty: 3368.753662
	Iteration 6Q: 3 clusters Score -4033084 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4033943.250000 Penalty: 3368.753662
	Iteration 7Q: 3 clusters Score -4033943 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4035287.000000 Penalty: 3368.753662
	Iteration 8F: 3 clusters Score -4035287 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -4036932.500000 Penalty: 3368.753662
	Iteration 9F: 3 clusters Score -4036932 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4038627.750000 Penalty: 3368.753662
	Iteration 10F: 3 clusters Score -4038628 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4040011.000000 Penalty: 3368.753662
	Iteration 11Q: 3 clusters Score -4040011 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4040979.750000 Penalty: 3368.753662
	Iteration 12Q: 3 clusters Score -4040980 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4041672.750000 Penalty: 3368.753662
	Iteration 13Q: 3 clusters Score -4041673 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4042161.750000 Penalty: 3368.753662
	Iteration 14Q: 3 clusters Score -4042162 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4042414.500000 Penalty: 3368.753662
	Iteration 15Q: 3 clusters Score -4042414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4042566.750000 Penalty: 3368.753662
	Iteration 16Q: 3 clusters Score -4042567 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4042673.250000 Penalty: 3368.753662
	Iteration 17Q: 3 clusters Score -4042673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4042742.750000 Penalty: 3368.753662
	Iteration 18Q: 3 clusters Score -4042743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4042775.000000 Penalty: 3368.753662
	Iteration 19Q: 3 clusters Score -4042775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4042797.750000 Penalty: 3368.753662
	Iteration 20F: 3 clusters Score -4042798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4042797.750000 Penalty: 3368.753662
	Iteration 21Q: 3 clusters Score -4042798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4042805.250000 Penalty: 3368.753662
	Iteration 22Q: 3 clusters Score -4042805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4042811.000000 Penalty: 3368.753662
	Iteration 23Q: 3 clusters Score -4042811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4042814.500000 Penalty: 3368.753662
	Iteration 24Q: 3 clusters Score -4042814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4042815.500000 Penalty: 3368.753662
	Iteration 25Q: 3 clusters Score -4042816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4042815.500000 Penalty: 3368.753662
	Iteration 26F: 3 clusters Score -4042816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Entering Unmasked Estep 
Score: -7500006.500000 Penalty: 1783.047974
	Iteration 0F: 2 clusters Score -7500006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -7461276.500000 Penalty: 3566.095947
	Iteration 0F: 3 clusters Score -7461276 nChanged 27405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -7477409.000000 Penalty: 3566.095947
	Iteration 1F: 3 clusters Score -7477409 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -7478443.000000 Penalty: 3566.095947
	Iteration 2Q: 3 clusters Score -7478443 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -7479970.500000 Penalty: 3566.095947
	Iteration 3F: 3 clusters Score -7479970 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -7482528.500000 Penalty: 3566.095947
	Iteration 4F: 3 clusters Score -7482528 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -7486342.000000 Penalty: 3566.095947
	Iteration 5F: 3 clusters Score -7486342 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -7491004.000000 Penalty: 3566.095947
	Iteration 6F: 3 clusters Score -7491004 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -7494880.500000 Penalty: 3566.095947
	Iteration 7F: 3 clusters Score -7494880 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -7496955.000000 Penalty: 3566.095947
	Iteration 8Q: 3 clusters Score -7496955 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7497820.000000 Penalty: 3566.095947
	Iteration 9Q: 3 clusters Score -7497820 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7498180.000000 Penalty: 3566.095947
	Iteration 10Q: 3 clusters Score -7498180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -7498325.000000 Penalty: 3566.095947
	Iteration 11Q: 3 clusters Score -7498325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7498388.000000 Penalty: 3566.095947
	Iteration 12Q: 3 clusters Score -7498388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -7498424.500000 Penalty: 3566.095947
	Iteration 13Q: 3 clusters Score -7498424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7498444.000000 Penalty: 3566.095947
	Iteration 14Q: 3 clusters Score -7498444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7498468.000000 Penalty: 3566.095947
	Iteration 15Q: 3 clusters Score -7498468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7498481.500000 Penalty: 3566.095947
	Iteration 16Q: 3 clusters Score -7498482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7498494.000000 Penalty: 3566.095947
	Iteration 17Q: 3 clusters Score -7498494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -7498497.000000 Penalty: 3566.095947
	Iteration 18Q: 3 clusters Score -7498497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -7498502.500000 Penalty: 3566.095947
	Iteration 19Q: 3 clusters Score -7498502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -7498510.500000 Penalty: 3566.095947
	Iteration 20F: 3 clusters Score -7498510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -7498520.000000 Penalty: 3566.095947
	Iteration 21Q: 3 clusters Score -7498520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -7498520.000000 Penalty: 3566.095947
	Iteration 22Q: 3 clusters Score -7498520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7498523.000000 Penalty: 3566.095947
	Iteration 23Q: 3 clusters Score -7498523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7498526.500000 Penalty: 3566.095947
	Iteration 24Q: 3 clusters Score -7498526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7498527.000000 Penalty: 3566.095947
	Iteration 25Q: 3 clusters Score -7498527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7498527.000000 Penalty: 3566.095947
	Iteration 26F: 3 clusters Score -7498527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26930.708984 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -26930.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26341.853516 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -26341.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26547.535156 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -26547.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26644.939453 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -26644.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26705.150391 Penalty: 1828.976929
	Iteration 3F: 3 clusters Score -26705.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26728.164062 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -26728.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26733.906250 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -26733.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26735.589844 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -26735.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26744.281250 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -26744.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26747.177734 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -26747.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26747.972656 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -26747.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26748.832031 Penalty: 1828.976929
	Iteration 10Q: 3 clusters Score -26748.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26749.800781 Penalty: 1828.976929
	Iteration 11Q: 3 clusters Score -26749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26751.095703 Penalty: 1828.976929
	Iteration 12Q: 3 clusters Score -26751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26753.509766 Penalty: 1828.976929
	Iteration 13Q: 3 clusters Score -26753.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26755.453125 Penalty: 1828.976929
	Iteration 14Q: 3 clusters Score -26755.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26757.960938 Penalty: 1828.976929
	Iteration 15Q: 3 clusters Score -26757.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26758.755859 Penalty: 1828.976929
	Iteration 16Q: 3 clusters Score -26758.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26759.267578 Penalty: 1828.976929
	Iteration 17Q: 3 clusters Score -26759.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26759.267578 Penalty: 1828.976929
	Iteration 18F: 3 clusters Score -26759.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Entering Unmasked Estep 
Score: -8698733.000000 Penalty: 1808.855103
	Iteration 0F: 2 clusters Score -8698733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -8653474.000000 Penalty: 3617.710205
	Iteration 0F: 3 clusters Score -8653474 nChanged 32508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8672127.000000 Penalty: 3617.710205
	Iteration 1F: 3 clusters Score -8672127 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -8672581.000000 Penalty: 3617.710205
	Iteration 2Q: 3 clusters Score -8672581 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8673106.000000 Penalty: 3617.710205
	Iteration 3Q: 3 clusters Score -8673106 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8673592.000000 Penalty: 3617.710205
	Iteration 4Q: 3 clusters Score -8673592 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -8674253.000000 Penalty: 3617.710205
	Iteration 5Q: 3 clusters Score -8674253 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -8675195.000000 Penalty: 3617.710205
	Iteration 6Q: 3 clusters Score -8675195 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8676282.000000 Penalty: 3617.710205
	Iteration 7Q: 3 clusters Score -8676282 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8677678.000000 Penalty: 3617.710205
	Iteration 8Q: 3 clusters Score -8677678 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -8679658.000000 Penalty: 3617.710205
	Iteration 9F: 3 clusters Score -8679658 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -8682259.000000 Penalty: 3617.710205
	Iteration 10F: 3 clusters Score -8682259 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -8685355.000000 Penalty: 3617.710205
	Iteration 11F: 3 clusters Score -8685355 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -8688607.000000 Penalty: 3617.710205
	Iteration 12F: 3 clusters Score -8688607 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -8691783.000000 Penalty: 3617.710205
	Iteration 13F: 3 clusters Score -8691783 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -8694370.000000 Penalty: 3617.710205
	Iteration 14Q: 3 clusters Score -8694370 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -8695998.000000 Penalty: 3617.710205
	Iteration 15Q: 3 clusters Score -8695998 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -8696695.000000 Penalty: 3617.710205
	Iteration 16Q: 3 clusters Score -8696695 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -8696967.000000 Penalty: 3617.710205
	Iteration 17Q: 3 clusters Score -8696967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -8697051.000000 Penalty: 3617.710205
	Iteration 18Q: 3 clusters Score -8697051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -8697094.000000 Penalty: 3617.710205
	Iteration 19Q: 3 clusters Score -8697094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -8697114.000000 Penalty: 3617.710205
	Iteration 20F: 3 clusters Score -8697114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -8697126.000000 Penalty: 3617.710205
	Iteration 21Q: 3 clusters Score -8697126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -8697133.000000 Penalty: 3617.710205
	Iteration 22Q: 3 clusters Score -8697133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8697149.000000 Penalty: 3617.710205
	Iteration 23Q: 3 clusters Score -8697149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -8697156.000000 Penalty: 3617.710205
	Iteration 24Q: 3 clusters Score -8697156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8697159.000000 Penalty: 3617.710205
	Iteration 25Q: 3 clusters Score -8697159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -8697163.000000 Penalty: 3617.710205
	Iteration 26Q: 3 clusters Score -8697163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8697163.000000 Penalty: 3617.710205
	Iteration 27Q: 3 clusters Score -8697163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -8697163.000000 Penalty: 3617.710205
	Iteration 28F: 3 clusters Score -8697163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67737 members 
Mstep: Class 4 contains 66326 members 
Mstep: Class 6 contains 57751 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36778 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70636 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 58256 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632872.000000 Penalty: 36216.003906
Iteration 279Q: 18 clusters Score -6.163287e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67727 members 
Mstep: Class 4 contains 66333 members 
Mstep: Class 6 contains 57745 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70635 members 
Mstep: Class 18 contains 31745 members 
Mstep: Class 19 contains 58272 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632892.000000 Penalty: 36216.003906
Iteration 280F: 18 clusters Score -6.163289e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 67726 members 
Mstep: Class 4 contains 66326 members 
Mstep: Class 6 contains 57744 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70629 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 58290 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632840.000000 Penalty: 36216.003906
Iteration 281Q: 18 clusters Score -6.163284e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 67725 members 
Mstep: Class 4 contains 66330 members 
Mstep: Class 6 contains 57740 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36766 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70618 members 
Mstep: Class 18 contains 31741 members 
Mstep: Class 19 contains 58301 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632876.000000 Penalty: 36216.003906
Iteration 282Q: 18 clusters Score -6.163288e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67725 members 
Mstep: Class 4 contains 66316 members 
Mstep: Class 6 contains 57735 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70617 members 
Mstep: Class 18 contains 31738 members 
Mstep: Class 19 contains 58323 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632880.000000 Penalty: 36216.003906
Iteration 283Q: 18 clusters Score -6.163288e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67723 members 
Mstep: Class 4 contains 66312 members 
Mstep: Class 6 contains 57735 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36766 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70616 members 
Mstep: Class 18 contains 31734 members 
Mstep: Class 19 contains 58336 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632840.000000 Penalty: 36216.003906
Iteration 284Q: 18 clusters Score -6.163284e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67717 members 
Mstep: Class 4 contains 66321 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70606 members 
Mstep: Class 18 contains 31731 members 
Mstep: Class 19 contains 58345 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632852.000000 Penalty: 36216.003906
Iteration 285Q: 18 clusters Score -6.163285e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67710 members 
Mstep: Class 4 contains 66309 members 
Mstep: Class 6 contains 57727 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36774 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70599 members 
Mstep: Class 18 contains 31734 members 
Mstep: Class 19 contains 58365 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632972.000000 Penalty: 36216.003906
Iteration 286Q: 18 clusters Score -6.163297e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67699 members 
Mstep: Class 4 contains 66313 members 
Mstep: Class 6 contains 57727 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36768 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70596 members 
Mstep: Class 18 contains 31734 members 
Mstep: Class 19 contains 58381 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632996.000000 Penalty: 36216.003906
Iteration 287Q: 18 clusters Score -6.1633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67687 members 
Mstep: Class 4 contains 66310 members 
Mstep: Class 6 contains 57727 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36765 members 
Mstep: Class 13 contains 23712 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70594 members 
Mstep: Class 18 contains 31730 members 
Mstep: Class 19 contains 58405 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61633036.000000 Penalty: 36216.003906
Iteration 288Q: 18 clusters Score -6.163304e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67681 members 
Mstep: Class 4 contains 66301 members 
Mstep: Class 6 contains 57727 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36766 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70592 members 
Mstep: Class 18 contains 31732 members 
Mstep: Class 19 contains 58427 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61633040.000000 Penalty: 36216.003906
Iteration 289Q: 18 clusters Score -6.163304e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67678 members 
Mstep: Class 4 contains 66294 members 
Mstep: Class 6 contains 57731 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36766 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70592 members 
Mstep: Class 18 contains 31723 members 
Mstep: Class 19 contains 58449 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632996.000000 Penalty: 36216.003906
Iteration 290Q: 18 clusters Score -6.1633e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67675 members 
Mstep: Class 4 contains 66295 members 
Mstep: Class 6 contains 57733 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70583 members 
Mstep: Class 18 contains 31713 members 
Mstep: Class 19 contains 58468 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632960.000000 Penalty: 36216.003906
Iteration 291Q: 18 clusters Score -6.163296e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67673 members 
Mstep: Class 4 contains 66306 members 
Mstep: Class 6 contains 57731 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70578 members 
Mstep: Class 18 contains 31705 members 
Mstep: Class 19 contains 58475 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632996.000000 Penalty: 36216.003906
Iteration 292Q: 18 clusters Score -6.1633e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67670 members 
Mstep: Class 4 contains 66310 members 
Mstep: Class 6 contains 57730 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36774 members 
Mstep: Class 13 contains 23711 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70576 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 58478 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632988.000000 Penalty: 36216.003906
Iteration 293Q: 18 clusters Score -6.163299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67665 members 
Mstep: Class 4 contains 66312 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36775 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 58486 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632928.000000 Penalty: 36216.003906
Iteration 294Q: 18 clusters Score -6.163293e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 66316 members 
Mstep: Class 6 contains 57733 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36775 members 
Mstep: Class 13 contains 23710 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70572 members 
Mstep: Class 18 contains 31701 members 
Mstep: Class 19 contains 58487 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632948.000000 Penalty: 36216.003906
Iteration 295Q: 18 clusters Score -6.163295e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67664 members 
Mstep: Class 4 contains 66319 members 
Mstep: Class 6 contains 57731 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36770 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70564 members 
Mstep: Class 18 contains 31698 members 
Mstep: Class 19 contains 58501 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632956.000000 Penalty: 36216.003906
Iteration 296Q: 18 clusters Score -6.163296e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67665 members 
Mstep: Class 4 contains 66325 members 
Mstep: Class 6 contains 57733 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23713 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70552 members 
Mstep: Class 18 contains 31695 members 
Mstep: Class 19 contains 58511 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632920.000000 Penalty: 36216.003906
Iteration 297Q: 18 clusters Score -6.163292e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 66336 members 
Mstep: Class 6 contains 57730 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70544 members 
Mstep: Class 18 contains 31692 members 
Mstep: Class 19 contains 58515 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632916.000000 Penalty: 36216.003906
Iteration 298Q: 18 clusters Score -6.163292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67662 members 
Mstep: Class 4 contains 66341 members 
Mstep: Class 6 contains 57733 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36772 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70539 members 
Mstep: Class 18 contains 31687 members 
Mstep: Class 19 contains 58514 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632928.000000 Penalty: 36216.003906
Iteration 299Q: 18 clusters Score -6.163293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67658 members 
Mstep: Class 4 contains 66347 members 
Mstep: Class 6 contains 57731 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 13 contains 23715 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70536 members 
Mstep: Class 18 contains 31684 members 
Mstep: Class 19 contains 58514 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632872.000000 Penalty: 36216.003906
Iteration 300F: 18 clusters Score -6.163287e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67655 members 
Mstep: Class 4 contains 66362 members 
Mstep: Class 6 contains 57726 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36768 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70536 members 
Mstep: Class 18 contains 31677 members 
Mstep: Class 19 contains 58511 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632884.000000 Penalty: 36216.003906
Iteration 301Q: 18 clusters Score -6.163288e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67649 members 
Mstep: Class 4 contains 66371 members 
Mstep: Class 6 contains 57725 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36766 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70532 members 
Mstep: Class 18 contains 31669 members 
Mstep: Class 19 contains 58522 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632872.000000 Penalty: 36216.003906
Iteration 302Q: 18 clusters Score -6.163287e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 67642 members 
Mstep: Class 4 contains 66385 members 
Mstep: Class 6 contains 57719 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36762 members 
Mstep: Class 13 contains 23712 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70528 members 
Mstep: Class 18 contains 31666 members 
Mstep: Class 19 contains 58534 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632824.000000 Penalty: 36216.003906
Iteration 303Q: 18 clusters Score -6.163282e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 67639 members 
Mstep: Class 4 contains 66405 members 
Mstep: Class 6 contains 57715 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36761 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70525 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58531 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632816.000000 Penalty: 36216.003906
Iteration 304Q: 18 clusters Score -6.163282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67635 members 
Mstep: Class 4 contains 66426 members 
Mstep: Class 6 contains 57716 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36761 members 
Mstep: Class 13 contains 23706 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70521 members 
Mstep: Class 18 contains 31663 members 
Mstep: Class 19 contains 58526 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632900.000000 Penalty: 36216.003906
Iteration 305Q: 18 clusters Score -6.16329e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67634 members 
Mstep: Class 4 contains 66441 members 
Mstep: Class 6 contains 57711 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36762 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70519 members 
Mstep: Class 18 contains 31661 members 
Mstep: Class 19 contains 58530 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632840.000000 Penalty: 36216.003906
Iteration 306Q: 18 clusters Score -6.163284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67623 members 
Mstep: Class 4 contains 66457 members 
Mstep: Class 6 contains 57707 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36768 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70514 members 
Mstep: Class 18 contains 31661 members 
Mstep: Class 19 contains 58531 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632808.000000 Penalty: 36216.003906
Iteration 307Q: 18 clusters Score -6.163281e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67620 members 
Mstep: Class 4 contains 66472 members 
Mstep: Class 6 contains 57701 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36767 members 
Mstep: Class 13 contains 23697 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70513 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 58536 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632820.000000 Penalty: 36216.003906
Iteration 308Q: 18 clusters Score -6.163282e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67612 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 6 contains 57690 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36768 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70510 members 
Mstep: Class 18 contains 31659 members 
Mstep: Class 19 contains 58530 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632816.000000 Penalty: 36216.003906
Iteration 309Q: 18 clusters Score -6.163282e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67610 members 
Mstep: Class 4 contains 66543 members 
Mstep: Class 6 contains 57687 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36764 members 
Mstep: Class 13 contains 23690 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70507 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 58505 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632760.000000 Penalty: 36216.003906
Iteration 310Q: 18 clusters Score -6.163276e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67606 members 
Mstep: Class 4 contains 66583 members 
Mstep: Class 6 contains 57680 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36759 members 
Mstep: Class 13 contains 23688 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70504 members 
Mstep: Class 18 contains 31659 members 
Mstep: Class 19 contains 58492 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632776.000000 Penalty: 36216.003906
Iteration 311Q: 18 clusters Score -6.163278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67602 members 
Mstep: Class 4 contains 66624 members 
Mstep: Class 6 contains 57671 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36751 members 
Mstep: Class 13 contains 23688 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70506 members 
Mstep: Class 18 contains 31662 members 
Mstep: Class 19 contains 58470 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632784.000000 Penalty: 36216.003906
Iteration 312Q: 18 clusters Score -6.163278e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67598 members 
Mstep: Class 4 contains 66672 members 
Mstep: Class 6 contains 57664 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36745 members 
Mstep: Class 13 contains 23683 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70504 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58444 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632796.000000 Penalty: 36216.003906
Iteration 313Q: 18 clusters Score -6.16328e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67591 members 
Mstep: Class 4 contains 66714 members 
Mstep: Class 6 contains 57662 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36746 members 
Mstep: Class 13 contains 23681 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70494 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 58424 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632748.000000 Penalty: 36216.003906
Iteration 314Q: 18 clusters Score -6.163275e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 66754 members 
Mstep: Class 6 contains 57660 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36742 members 
Mstep: Class 13 contains 23678 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70488 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58405 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632776.000000 Penalty: 36216.003906
Iteration 315Q: 18 clusters Score -6.163278e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67581 members 
Mstep: Class 4 contains 66788 members 
Mstep: Class 6 contains 57658 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36740 members 
Mstep: Class 13 contains 23675 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70488 members 
Mstep: Class 18 contains 31666 members 
Mstep: Class 19 contains 58385 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632760.000000 Penalty: 36216.003906
Iteration 316Q: 18 clusters Score -6.163276e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67575 members 
Mstep: Class 4 contains 66812 members 
Mstep: Class 6 contains 57659 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36737 members 
Mstep: Class 13 contains 23676 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70485 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58375 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 317Q: 18 clusters Score -6.163279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67578 members 
Mstep: Class 4 contains 66832 members 
Mstep: Class 6 contains 57654 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36733 members 
Mstep: Class 13 contains 23676 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70482 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 58366 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632796.000000 Penalty: 36216.003906
Iteration 318Q: 18 clusters Score -6.16328e+07 nChanged 46
Entering ConstructFrom: 
Score: -61632796.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -532260.687500 Penalty: 1368.682739
	Iteration 0F: 2 clusters Score -532260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -528584.937500 Penalty: 2737.365479
	Iteration 0F: 3 clusters Score -528584.9 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -529644.125000 Penalty: 2737.365479
	Iteration 1F: 3 clusters Score -529644.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -529875.437500 Penalty: 2737.365479
	Iteration 2F: 3 clusters Score -529875.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -530044.812500 Penalty: 2737.365479
	Iteration 3F: 3 clusters Score -530044.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -530164.937500 Penalty: 2737.365479
	Iteration 4Q: 3 clusters Score -530164.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -530269.187500 Penalty: 2737.365479
	Iteration 5Q: 3 clusters Score -530269.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -530356.937500 Penalty: 2737.365479
	Iteration 6Q: 3 clusters Score -530356.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -530429.062500 Penalty: 2737.365479
	Iteration 7Q: 3 clusters Score -530429.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -530495.750000 Penalty: 2737.365479
	Iteration 8Q: 3 clusters Score -530495.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -530547.187500 Penalty: 2737.365479
	Iteration 9Q: 3 clusters Score -530547.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -530596.187500 Penalty: 2737.365479
	Iteration 10Q: 3 clusters Score -530596.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -530636.812500 Penalty: 2737.365479
	Iteration 11Q: 3 clusters Score -530636.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -530666.000000 Penalty: 2737.365479
	Iteration 12Q: 3 clusters Score -530666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -530693.250000 Penalty: 2737.365479
	Iteration 13Q: 3 clusters Score -530693.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -530724.187500 Penalty: 2737.365479
	Iteration 14Q: 3 clusters Score -530724.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -530770.250000 Penalty: 2737.365479
	Iteration 15Q: 3 clusters Score -530770.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -530826.687500 Penalty: 2737.365479
	Iteration 16Q: 3 clusters Score -530826.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -530880.125000 Penalty: 2737.365479
	Iteration 17Q: 3 clusters Score -530880.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -530937.187500 Penalty: 2737.365479
	Iteration 18Q: 3 clusters Score -530937.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -530992.250000 Penalty: 2737.365479
	Iteration 19Q: 3 clusters Score -530992.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -531038.750000 Penalty: 2737.365479
	Iteration 20F: 3 clusters Score -531038.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -531080.562500 Penalty: 2737.365479
	Iteration 21Q: 3 clusters Score -531080.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -531112.937500 Penalty: 2737.365479
	Iteration 22Q: 3 clusters Score -531112.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -531139.500000 Penalty: 2737.365479
	Iteration 23Q: 3 clusters Score -531139.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -531172.312500 Penalty: 2737.365479
	Iteration 24Q: 3 clusters Score -531172.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -531207.437500 Penalty: 2737.365479
	Iteration 25Q: 3 clusters Score -531207.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -531244.312500 Penalty: 2737.365479
	Iteration 26Q: 3 clusters Score -531244.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -531280.062500 Penalty: 2737.365479
	Iteration 27Q: 3 clusters Score -531280.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -531307.937500 Penalty: 2737.365479
	Iteration 28Q: 3 clusters Score -531307.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -531325.875000 Penalty: 2737.365479
	Iteration 29Q: 3 clusters Score -531325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -531339.625000 Penalty: 2737.365479
	Iteration 30Q: 3 clusters Score -531339.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -531351.437500 Penalty: 2737.365479
	Iteration 31Q: 3 clusters Score -531351.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -531360.937500 Penalty: 2737.365479
	Iteration 32Q: 3 clusters Score -531360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -531367.000000 Penalty: 2737.365479
	Iteration 33Q: 3 clusters Score -531367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -531373.750000 Penalty: 2737.365479
	Iteration 34Q: 3 clusters Score -531373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -531381.750000 Penalty: 2737.365479
	Iteration 35Q: 3 clusters Score -531381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -531384.250000 Penalty: 2737.365479
	Iteration 36Q: 3 clusters Score -531384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -531386.687500 Penalty: 2737.365479
	Iteration 37Q: 3 clusters Score -531386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -531388.312500 Penalty: 2737.365479
	Iteration 38Q: 3 clusters Score -531388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -531389.000000 Penalty: 2737.365479
	Iteration 39Q: 3 clusters Score -531389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -531390.437500 Penalty: 2737.365479
	Iteration 40F: 3 clusters Score -531390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -531390.937500 Penalty: 2737.365479
	Iteration 41Q: 3 clusters Score -531390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -531391.562500 Penalty: 2737.365479
	Iteration 42Q: 3 clusters Score -531391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531393.500000 Penalty: 2737.365479
	Iteration 43Q: 3 clusters Score -531393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -531394.375000 Penalty: 2737.365479
	Iteration 44Q: 3 clusters Score -531394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -531395.312500 Penalty: 2737.365479
	Iteration 45Q: 3 clusters Score -531395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -531397.000000 Penalty: 2737.365479
	Iteration 46Q: 3 clusters Score -531397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531398.437500 Penalty: 2737.365479
	Iteration 47Q: 3 clusters Score -531398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -531399.062500 Penalty: 2737.365479
	Iteration 48Q: 3 clusters Score -531399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531400.125000 Penalty: 2737.365479
	Iteration 49Q: 3 clusters Score -531400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -531401.312500 Penalty: 2737.365479
	Iteration 50Q: 3 clusters Score -531401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -531403.250000 Penalty: 2737.365479
	Iteration 51Q: 3 clusters Score -531403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -531404.687500 Penalty: 2737.365479
	Iteration 52Q: 3 clusters Score -531404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -531404.750000 Penalty: 2737.365479
	Iteration 53Q: 3 clusters Score -531404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -531407.312500 Penalty: 2737.365479
	Iteration 54Q: 3 clusters Score -531407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531407.937500 Penalty: 2737.365479
	Iteration 55Q: 3 clusters Score -531407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -531409.812500 Penalty: 2737.365479
	Iteration 56Q: 3 clusters Score -531409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -531410.375000 Penalty: 2737.365479
	Iteration 57Q: 3 clusters Score -531410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -531411.375000 Penalty: 2737.365479
	Iteration 58Q: 3 clusters Score -531411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -531410.875000 Penalty: 2737.365479
	Iteration 59Q: 3 clusters Score -531410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -531410.062500 Penalty: 2737.365479
	Iteration 60F: 3 clusters Score -531410.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -639071.250000 Penalty: 1386.335083
	Iteration 0F: 2 clusters Score -639071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -635021.937500 Penalty: 2772.670166
	Iteration 0F: 3 clusters Score -635021.9 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -636083.875000 Penalty: 2772.670166
	Iteration 1F: 3 clusters Score -636083.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -636303.750000 Penalty: 2772.670166
	Iteration 2F: 3 clusters Score -636303.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -636501.250000 Penalty: 2772.670166
	Iteration 3F: 3 clusters Score -636501.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -636676.062500 Penalty: 2772.670166
	Iteration 4F: 3 clusters Score -636676.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -636864.125000 Penalty: 2772.670166
	Iteration 5F: 3 clusters Score -636864.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -637047.125000 Penalty: 2772.670166
	Iteration 6Q: 3 clusters Score -637047.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -637266.375000 Penalty: 2772.670166
	Iteration 7F: 3 clusters Score -637266.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -637456.500000 Penalty: 2772.670166
	Iteration 8Q: 3 clusters Score -637456.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -637619.250000 Penalty: 2772.670166
	Iteration 9Q: 3 clusters Score -637619.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -637747.312500 Penalty: 2772.670166
	Iteration 10Q: 3 clusters Score -637747.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -637825.500000 Penalty: 2772.670166
	Iteration 11Q: 3 clusters Score -637825.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -637876.875000 Penalty: 2772.670166
	Iteration 12Q: 3 clusters Score -637876.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -637913.437500 Penalty: 2772.670166
	Iteration 13Q: 3 clusters Score -637913.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -637933.500000 Penalty: 2772.670166
	Iteration 14Q: 3 clusters Score -637933.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -637951.500000 Penalty: 2772.670166
	Iteration 15Q: 3 clusters Score -637951.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -637964.562500 Penalty: 2772.670166
	Iteration 16Q: 3 clusters Score -637964.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -637972.875000 Penalty: 2772.670166
	Iteration 17Q: 3 clusters Score -637972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -637976.062500 Penalty: 2772.670166
	Iteration 18Q: 3 clusters Score -637976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -637978.562500 Penalty: 2772.670166
	Iteration 19Q: 3 clusters Score -637978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -637987.000000 Penalty: 2772.670166
	Iteration 20F: 3 clusters Score -637987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -637994.375000 Penalty: 2772.670166
	Iteration 21Q: 3 clusters Score -637994.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -638010.062500 Penalty: 2772.670166
	Iteration 22Q: 3 clusters Score -638010.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -638020.937500 Penalty: 2772.670166
	Iteration 23Q: 3 clusters Score -638020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -638027.937500 Penalty: 2772.670166
	Iteration 24Q: 3 clusters Score -638027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -638030.062500 Penalty: 2772.670166
	Iteration 25Q: 3 clusters Score -638030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -638031.812500 Penalty: 2772.670166
	Iteration 26Q: 3 clusters Score -638031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -638033.875000 Penalty: 2772.670166
	Iteration 27Q: 3 clusters Score -638033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -638033.875000 Penalty: 2772.670166
	Iteration 28F: 3 clusters Score -638033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Entering Unmasked Estep 
Score: -8656578.000000 Penalty: 1807.166260
	Iteration 0F: 2 clusters Score -8656578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8611912.000000 Penalty: 3614.332520
	Iteration 0F: 3 clusters Score -8611912 nChanged 32114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -8630063.000000 Penalty: 3614.332520
	Iteration 1F: 3 clusters Score -8630063 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -8630628.000000 Penalty: 3614.332520
	Iteration 2Q: 3 clusters Score -8630628 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -8631288.000000 Penalty: 3614.332520
	Iteration 3Q: 3 clusters Score -8631288 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -8632347.000000 Penalty: 3614.332520
	Iteration 4Q: 3 clusters Score -8632347 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8634147.000000 Penalty: 3614.332520
	Iteration 5F: 3 clusters Score -8634147 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8637366.000000 Penalty: 3614.332520
	Iteration 6F: 3 clusters Score -8637366 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -8642065.000000 Penalty: 3614.332520
	Iteration 7F: 3 clusters Score -8642065 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -8647195.000000 Penalty: 3614.332520
	Iteration 8F: 3 clusters Score -8647195 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -8650916.000000 Penalty: 3614.332520
	Iteration 9F: 3 clusters Score -8650916 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8652968.000000 Penalty: 3614.332520
	Iteration 10Q: 3 clusters Score -8652968 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8653904.000000 Penalty: 3614.332520
	Iteration 11Q: 3 clusters Score -8653904 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8654405.000000 Penalty: 3614.332520
	Iteration 12Q: 3 clusters Score -8654405 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8654690.000000 Penalty: 3614.332520
	Iteration 13Q: 3 clusters Score -8654690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8654842.000000 Penalty: 3614.332520
	Iteration 14Q: 3 clusters Score -8654842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8654969.000000 Penalty: 3614.332520
	Iteration 15Q: 3 clusters Score -8654969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8655039.000000 Penalty: 3614.332520
	Iteration 16Q: 3 clusters Score -8655039 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8655105.000000 Penalty: 3614.332520
	Iteration 17Q: 3 clusters Score -8655105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8655145.000000 Penalty: 3614.332520
	Iteration 18Q: 3 clusters Score -8655145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8655164.000000 Penalty: 3614.332520
	Iteration 19Q: 3 clusters Score -8655164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8655176.000000 Penalty: 3614.332520
	Iteration 20F: 3 clusters Score -8655176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8655199.000000 Penalty: 3614.332520
	Iteration 21Q: 3 clusters Score -8655199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8655180.000000 Penalty: 3614.332520
	Iteration 22Q: 3 clusters Score -8655180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8655203.000000 Penalty: 3614.332520
	Iteration 23Q: 3 clusters Score -8655203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8655199.000000 Penalty: 3614.332520
	Iteration 24Q: 3 clusters Score -8655199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8655203.000000 Penalty: 3614.332520
	Iteration 25Q: 3 clusters Score -8655203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8655198.000000 Penalty: 3614.332520
	Iteration 26Q: 3 clusters Score -8655198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8655206.000000 Penalty: 3614.332520
	Iteration 27Q: 3 clusters Score -8655206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8655206.000000 Penalty: 3614.332520
	Iteration 28Q: 3 clusters Score -8655206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8655208.000000 Penalty: 3614.332520
	Iteration 29Q: 3 clusters Score -8655208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8655216.000000 Penalty: 3614.332520
	Iteration 30Q: 3 clusters Score -8655216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8655219.000000 Penalty: 3614.332520
	Iteration 31Q: 3 clusters Score -8655219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8655220.000000 Penalty: 3614.332520
	Iteration 32Q: 3 clusters Score -8655220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8655219.000000 Penalty: 3614.332520
	Iteration 33Q: 3 clusters Score -8655219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8655216.000000 Penalty: 3614.332520
	Iteration 34Q: 3 clusters Score -8655216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8655220.000000 Penalty: 3614.332520
	Iteration 35Q: 3 clusters Score -8655220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8655224.000000 Penalty: 3614.332520
	Iteration 36Q: 3 clusters Score -8655224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8655226.000000 Penalty: 3614.332520
	Iteration 37Q: 3 clusters Score -8655226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8655224.000000 Penalty: 3614.332520
	Iteration 38Q: 3 clusters Score -8655224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8655224.000000 Penalty: 3614.332520
	Iteration 39F: 3 clusters Score -8655224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Entering Unmasked Estep 
Score: -8516035.000000 Penalty: 1805.403809
	Iteration 0F: 2 clusters Score -8516035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8471744.000000 Penalty: 3610.807617
	Iteration 0F: 3 clusters Score -8471744 nChanged 31807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -8489847.000000 Penalty: 3610.807617
	Iteration 1F: 3 clusters Score -8489847 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -8490730.000000 Penalty: 3610.807617
	Iteration 2Q: 3 clusters Score -8490730 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8492207.000000 Penalty: 3610.807617
	Iteration 3Q: 3 clusters Score -8492207 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8494483.000000 Penalty: 3610.807617
	Iteration 4F: 3 clusters Score -8494483 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -8497775.000000 Penalty: 3610.807617
	Iteration 5F: 3 clusters Score -8497775 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8501722.000000 Penalty: 3610.807617
	Iteration 6F: 3 clusters Score -8501722 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -8506046.000000 Penalty: 3610.807617
	Iteration 7F: 3 clusters Score -8506046 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -8509822.000000 Penalty: 3610.807617
	Iteration 8F: 3 clusters Score -8509822 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -8512058.000000 Penalty: 3610.807617
	Iteration 9Q: 3 clusters Score -8512058 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -8512883.000000 Penalty: 3610.807617
	Iteration 10Q: 3 clusters Score -8512883 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -8513341.000000 Penalty: 3610.807617
	Iteration 11Q: 3 clusters Score -8513341 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -8513696.000000 Penalty: 3610.807617
	Iteration 12Q: 3 clusters Score -8513696 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -8513982.000000 Penalty: 3610.807617
	Iteration 13Q: 3 clusters Score -8513982 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -8514190.000000 Penalty: 3610.807617
	Iteration 14Q: 3 clusters Score -8514190 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -8514373.000000 Penalty: 3610.807617
	Iteration 15Q: 3 clusters Score -8514373 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -8514562.000000 Penalty: 3610.807617
	Iteration 16Q: 3 clusters Score -8514562 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -8514681.000000 Penalty: 3610.807617
	Iteration 17Q: 3 clusters Score -8514681 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8514789.000000 Penalty: 3610.807617
	Iteration 18Q: 3 clusters Score -8514789 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -8514918.000000 Penalty: 3610.807617
	Iteration 19Q: 3 clusters Score -8514918 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -8515017.000000 Penalty: 3610.807617
	Iteration 20F: 3 clusters Score -8515017 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -8515124.000000 Penalty: 3610.807617
	Iteration 21Q: 3 clusters Score -8515124 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -8515250.000000 Penalty: 3610.807617
	Iteration 22Q: 3 clusters Score -8515250 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -8515333.000000 Penalty: 3610.807617
	Iteration 23Q: 3 clusters Score -8515333 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -8515403.000000 Penalty: 3610.807617
	Iteration 24Q: 3 clusters Score -8515403 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -8515462.000000 Penalty: 3610.807617
	Iteration 25Q: 3 clusters Score -8515462 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -8515530.000000 Penalty: 3610.807617
	Iteration 26Q: 3 clusters Score -8515530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -8515556.000000 Penalty: 3610.807617
	Iteration 27Q: 3 clusters Score -8515556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -8515609.000000 Penalty: 3610.807617
	Iteration 28Q: 3 clusters Score -8515609 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -8515631.000000 Penalty: 3610.807617
	Iteration 29Q: 3 clusters Score -8515631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -8515675.000000 Penalty: 3610.807617
	Iteration 30Q: 3 clusters Score -8515675 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8515735.000000 Penalty: 3610.807617
	Iteration 31Q: 3 clusters Score -8515735 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -8515739.000000 Penalty: 3610.807617
	Iteration 32Q: 3 clusters Score -8515739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8515757.000000 Penalty: 3610.807617
	Iteration 33Q: 3 clusters Score -8515757 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -8515775.000000 Penalty: 3610.807617
	Iteration 34Q: 3 clusters Score -8515775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -8515785.000000 Penalty: 3610.807617
	Iteration 35Q: 3 clusters Score -8515785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -8515780.000000 Penalty: 3610.807617
	Iteration 36Q: 3 clusters Score -8515780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -8515805.000000 Penalty: 3610.807617
	Iteration 37Q: 3 clusters Score -8515805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8515815.000000 Penalty: 3610.807617
	Iteration 38Q: 3 clusters Score -8515815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -8515841.000000 Penalty: 3610.807617
	Iteration 39Q: 3 clusters Score -8515841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -8515838.000000 Penalty: 3610.807617
	Iteration 40F: 3 clusters Score -8515838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -8515836.000000 Penalty: 3610.807617
	Iteration 41Q: 3 clusters Score -8515836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -8515855.000000 Penalty: 3610.807617
	Iteration 42Q: 3 clusters Score -8515855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -8515862.000000 Penalty: 3610.807617
	Iteration 43Q: 3 clusters Score -8515862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -8515861.000000 Penalty: 3610.807617
	Iteration 44Q: 3 clusters Score -8515861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8515862.000000 Penalty: 3610.807617
	Iteration 45Q: 3 clusters Score -8515862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -8515863.000000 Penalty: 3610.807617
	Iteration 46Q: 3 clusters Score -8515863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -8515877.000000 Penalty: 3610.807617
	Iteration 47Q: 3 clusters Score -8515877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -8515880.000000 Penalty: 3610.807617
	Iteration 48Q: 3 clusters Score -8515880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -8515873.000000 Penalty: 3610.807617
	Iteration 49Q: 3 clusters Score -8515873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -8515875.000000 Penalty: 3610.807617
	Iteration 50Q: 3 clusters Score -8515875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -8515880.000000 Penalty: 3610.807617
	Iteration 51Q: 3 clusters Score -8515880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -8515867.000000 Penalty: 3610.807617
	Iteration 52Q: 3 clusters Score -8515867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -8515874.000000 Penalty: 3610.807617
	Iteration 53Q: 3 clusters Score -8515874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -8515861.000000 Penalty: 3610.807617
	Iteration 54Q: 3 clusters Score -8515861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8515852.000000 Penalty: 3610.807617
	Iteration 55Q: 3 clusters Score -8515852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -8515846.000000 Penalty: 3610.807617
	Iteration 56Q: 3 clusters Score -8515846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8515849.000000 Penalty: 3610.807617
	Iteration 57Q: 3 clusters Score -8515849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -8515849.000000 Penalty: 3610.807617
	Iteration 58Q: 3 clusters Score -8515849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -8515851.000000 Penalty: 3610.807617
	Iteration 59Q: 3 clusters Score -8515851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -8515842.000000 Penalty: 3610.807617
	Iteration 60F: 3 clusters Score -8515842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -8515845.000000 Penalty: 3610.807617
	Iteration 61Q: 3 clusters Score -8515845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8515843.000000 Penalty: 3610.807617
	Iteration 62Q: 3 clusters Score -8515843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -8515851.000000 Penalty: 3610.807617
	Iteration 63Q: 3 clusters Score -8515851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8515847.000000 Penalty: 3610.807617
	Iteration 64Q: 3 clusters Score -8515847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -8515849.000000 Penalty: 3610.807617
	Iteration 65Q: 3 clusters Score -8515849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -8515847.000000 Penalty: 3610.807617
	Iteration 66Q: 3 clusters Score -8515847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -8515846.000000 Penalty: 3610.807617
	Iteration 67Q: 3 clusters Score -8515846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -8515839.000000 Penalty: 3610.807617
	Iteration 68Q: 3 clusters Score -8515839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -8515839.000000 Penalty: 3610.807617
	Iteration 69F: 3 clusters Score -8515839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Entering Unmasked Estep 
Score: -7348557.000000 Penalty: 1781.345947
	Iteration 0F: 2 clusters Score -7348557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7310058.000000 Penalty: 3562.691895
	Iteration 0F: 3 clusters Score -7310058 nChanged 27237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7325438.000000 Penalty: 3562.691895
	Iteration 1F: 3 clusters Score -7325438 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -7325885.000000 Penalty: 3562.691895
	Iteration 2Q: 3 clusters Score -7325885 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7326268.500000 Penalty: 3562.691895
	Iteration 3Q: 3 clusters Score -7326268 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -7326654.000000 Penalty: 3562.691895
	Iteration 4Q: 3 clusters Score -7326654 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -7327197.500000 Penalty: 3562.691895
	Iteration 5Q: 3 clusters Score -7327198 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -7327843.500000 Penalty: 3562.691895
	Iteration 6Q: 3 clusters Score -7327844 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -7328796.000000 Penalty: 3562.691895
	Iteration 7Q: 3 clusters Score -7328796 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -7330349.500000 Penalty: 3562.691895
	Iteration 8F: 3 clusters Score -7330350 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7332656.000000 Penalty: 3562.691895
	Iteration 9F: 3 clusters Score -7332656 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -7336196.500000 Penalty: 3562.691895
	Iteration 10F: 3 clusters Score -7336196 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -7340390.500000 Penalty: 3562.691895
	Iteration 11F: 3 clusters Score -7340390 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7343603.000000 Penalty: 3562.691895
	Iteration 12F: 3 clusters Score -7343603 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7345447.500000 Penalty: 3562.691895
	Iteration 13Q: 3 clusters Score -7345448 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7346327.000000 Penalty: 3562.691895
	Iteration 14Q: 3 clusters Score -7346327 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7346703.500000 Penalty: 3562.691895
	Iteration 15Q: 3 clusters Score -7346704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7346877.500000 Penalty: 3562.691895
	Iteration 16Q: 3 clusters Score -7346878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7346965.000000 Penalty: 3562.691895
	Iteration 17Q: 3 clusters Score -7346965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7347031.500000 Penalty: 3562.691895
	Iteration 18Q: 3 clusters Score -7347032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7347075.000000 Penalty: 3562.691895
	Iteration 19Q: 3 clusters Score -7347075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7347118.000000 Penalty: 3562.691895
	Iteration 20F: 3 clusters Score -7347118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7347145.500000 Penalty: 3562.691895
	Iteration 21Q: 3 clusters Score -7347146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7347180.000000 Penalty: 3562.691895
	Iteration 22Q: 3 clusters Score -7347180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7347204.000000 Penalty: 3562.691895
	Iteration 23Q: 3 clusters Score -7347204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7347213.500000 Penalty: 3562.691895
	Iteration 24Q: 3 clusters Score -7347214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7347219.000000 Penalty: 3562.691895
	Iteration 25Q: 3 clusters Score -7347219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7347212.500000 Penalty: 3562.691895
	Iteration 26Q: 3 clusters Score -7347212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7347216.000000 Penalty: 3562.691895
	Iteration 27Q: 3 clusters Score -7347216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7347216.000000 Penalty: 3562.691895
	Iteration 28Q: 3 clusters Score -7347216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7347216.000000 Penalty: 3562.691895
	Iteration 29F: 3 clusters Score -7347216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14652.265625 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14652.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14777.631836 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -14777.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14865.265625 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -14865.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14917.478516 Penalty: 1669.134521
	Iteration 3F: 3 clusters Score -14917.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14950.577148 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -14950.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14965.278320 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -14965.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -14974.818359 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -14974.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -14978.907227 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -14978.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -14978.907227 Penalty: 1669.134521
	Iteration 8F: 3 clusters Score -14978.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -115955.164062 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -115955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114535.117188 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -114535.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114710.781250 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -114710.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114780.390625 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -114780.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114813.507812 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -114813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -114840.750000 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -114840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -114858.242188 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -114858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114870.257812 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -114870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114879.812500 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -114879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114893.335938 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -114893.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -114905.343750 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -114905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -114917.281250 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -114917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -114932.218750 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -114932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114945.070312 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -114945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -114951.773438 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -114951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114955.382812 Penalty: 2220.385010
	Iteration 14Q: 3 clusters Score -114955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114959.679688 Penalty: 2220.385010
	Iteration 15Q: 3 clusters Score -114959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -114962.242188 Penalty: 2220.385010
	Iteration 16Q: 3 clusters Score -114962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114964.343750 Penalty: 2220.385010
	Iteration 17Q: 3 clusters Score -114964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114968.179688 Penalty: 2220.385010
	Iteration 18Q: 3 clusters Score -114968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114970.632812 Penalty: 2220.385010
	Iteration 19Q: 3 clusters Score -114970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114975.031250 Penalty: 2220.385010
	Iteration 20F: 3 clusters Score -114975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45744.292969 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45744.29 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46103.011719 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46103.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46226.304688 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46226.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46303.171875 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -46303.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46359.718750 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -46359.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46433.453125 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -46433.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46460.007812 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -46460.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46470.890625 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -46470.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46474.320312 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -46474.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46475.984375 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -46475.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46477.976562 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -46477.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46477.976562 Penalty: 2005.123413
	Iteration 11F: 3 clusters Score -46477.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15867.337891 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15867.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16043.141602 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16043.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16160.635742 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -16160.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16263.806641 Penalty: 1728.389038
	Iteration 3F: 3 clusters Score -16263.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16389.796875 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16443.308594 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -16443.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16460.546875 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -16460.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16467.603516 Penalty: 1728.389038
	Iteration 7F: 3 clusters Score -16467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16493.210938 Penalty: 1728.389038
	Iteration 8Q: 3 clusters Score -16493.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16510.603516 Penalty: 1728.389038
	Iteration 9Q: 3 clusters Score -16510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16510.603516 Penalty: 1728.389038
	Iteration 10F: 3 clusters Score -16510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67577 members 
Mstep: Class 4 contains 66848 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 57649 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 75 members 
Mstep: Class 11 contains 36731 members 
Mstep: Class 13 contains 23675 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70481 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58363 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68256 members 
Entering Unmasked Estep 
Score: -61631540.000000 Penalty: 38346.355469
Splitting cluster 10 changes total score from -61632796.000000 to -61631540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Entering Unmasked Estep 
Score: -4487597.000000 Penalty: 1708.098633
	Iteration 0F: 2 clusters Score -4487597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4463070.000000 Penalty: 3416.197266
	Iteration 0F: 3 clusters Score -4463070 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4472469.500000 Penalty: 3416.197266
	Iteration 1F: 3 clusters Score -4472470 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -4473179.500000 Penalty: 3416.197266
	Iteration 2Q: 3 clusters Score -4473180 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4474379.000000 Penalty: 3416.197266
	Iteration 3F: 3 clusters Score -4474379 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4476327.500000 Penalty: 3416.197266
	Iteration 4F: 3 clusters Score -4476328 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -4479226.500000 Penalty: 3416.197266
	Iteration 5F: 3 clusters Score -4479226 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4482383.500000 Penalty: 3416.197266
	Iteration 6F: 3 clusters Score -4482384 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4484625.500000 Penalty: 3416.197266
	Iteration 7F: 3 clusters Score -4484626 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4485578.500000 Penalty: 3416.197266
	Iteration 8Q: 3 clusters Score -4485578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4485878.500000 Penalty: 3416.197266
	Iteration 9Q: 3 clusters Score -4485878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4485982.000000 Penalty: 3416.197266
	Iteration 10Q: 3 clusters Score -4485982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4486040.500000 Penalty: 3416.197266
	Iteration 11Q: 3 clusters Score -4486040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4486069.500000 Penalty: 3416.197266
	Iteration 12Q: 3 clusters Score -4486070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4486084.500000 Penalty: 3416.197266
	Iteration 13Q: 3 clusters Score -4486084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4486094.500000 Penalty: 3416.197266
	Iteration 14Q: 3 clusters Score -4486094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4486101.500000 Penalty: 3416.197266
	Iteration 15Q: 3 clusters Score -4486102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4486104.000000 Penalty: 3416.197266
	Iteration 16Q: 3 clusters Score -4486104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4486107.000000 Penalty: 3416.197266
	Iteration 17Q: 3 clusters Score -4486107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4486108.500000 Penalty: 3416.197266
	Iteration 18Q: 3 clusters Score -4486108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4486108.500000 Penalty: 3416.197266
	Iteration 19F: 3 clusters Score -4486108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Entering Unmasked Estep 
Score: -3001491.250000 Penalty: 1636.728394
	Iteration 0F: 2 clusters Score -3001491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2985441.250000 Penalty: 3273.456787
	Iteration 0F: 3 clusters Score -2985441 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2991553.750000 Penalty: 3273.456787
	Iteration 1F: 3 clusters Score -2991554 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2992125.250000 Penalty: 3273.456787
	Iteration 2F: 3 clusters Score -2992125 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2992897.750000 Penalty: 3273.456787
	Iteration 3F: 3 clusters Score -2992898 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2993966.500000 Penalty: 3273.456787
	Iteration 4F: 3 clusters Score -2993966 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2995414.000000 Penalty: 3273.456787
	Iteration 5F: 3 clusters Score -2995414 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2997026.250000 Penalty: 3273.456787
	Iteration 6F: 3 clusters Score -2997026 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2998440.000000 Penalty: 3273.456787
	Iteration 7F: 3 clusters Score -2998440 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2999383.750000 Penalty: 3273.456787
	Iteration 8Q: 3 clusters Score -2999384 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2999901.750000 Penalty: 3273.456787
	Iteration 9Q: 3 clusters Score -2999902 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3000150.750000 Penalty: 3273.456787
	Iteration 10Q: 3 clusters Score -3000151 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3000269.500000 Penalty: 3273.456787
	Iteration 11Q: 3 clusters Score -3000270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3000347.250000 Penalty: 3273.456787
	Iteration 12Q: 3 clusters Score -3000347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3000391.500000 Penalty: 3273.456787
	Iteration 13Q: 3 clusters Score -3000392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3000410.250000 Penalty: 3273.456787
	Iteration 14Q: 3 clusters Score -3000410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3000422.000000 Penalty: 3273.456787
	Iteration 15Q: 3 clusters Score -3000422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3000426.250000 Penalty: 3273.456787
	Iteration 16Q: 3 clusters Score -3000426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3000431.250000 Penalty: 3273.456787
	Iteration 17Q: 3 clusters Score -3000431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3000436.500000 Penalty: 3273.456787
	Iteration 18Q: 3 clusters Score -3000436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3000437.750000 Penalty: 3273.456787
	Iteration 19Q: 3 clusters Score -3000438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3000435.750000 Penalty: 3273.456787
	Iteration 20F: 3 clusters Score -3000436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3000435.750000 Penalty: 3273.456787
	Iteration 21Q: 3 clusters Score -3000436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3000435.750000 Penalty: 3273.456787
	Iteration 22F: 3 clusters Score -3000436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -81221.046875 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -81221.05 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 359 members 
Entering Unmasked Estep 
Score: -80001.750000 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -80001.75 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80215.132812 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -80215.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80276.906250 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -80276.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80299.898438 Penalty: 2136.446045
	Iteration 3Q: 3 clusters Score -80299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80318.476562 Penalty: 2136.446045
	Iteration 4Q: 3 clusters Score -80318.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80334.265625 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -80334.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80351.984375 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -80351.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80368.859375 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -80368.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80389.359375 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -80389.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80418.484375 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -80418.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80442.804688 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -80442.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80472.601562 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -80472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80495.976562 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -80495.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80515.320312 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -80515.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80533.617188 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -80533.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80560.015625 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -80560.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80576.593750 Penalty: 2136.446045
	Iteration 16Q: 3 clusters Score -80576.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80584.804688 Penalty: 2136.446045
	Iteration 17Q: 3 clusters Score -80584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80592.828125 Penalty: 2136.446045
	Iteration 18Q: 3 clusters Score -80592.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80603.945312 Penalty: 2136.446045
	Iteration 19Q: 3 clusters Score -80603.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80611.187500 Penalty: 2136.446045
	Iteration 20F: 3 clusters Score -80611.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80621.578125 Penalty: 2136.446045
	Iteration 21Q: 3 clusters Score -80621.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80628.789062 Penalty: 2136.446045
	Iteration 22Q: 3 clusters Score -80628.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80633.101562 Penalty: 2136.446045
	Iteration 23Q: 3 clusters Score -80633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80634.007812 Penalty: 2136.446045
	Iteration 24Q: 3 clusters Score -80634.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80634.539062 Penalty: 2136.446045
	Iteration 25Q: 3 clusters Score -80634.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80636.843750 Penalty: 2136.446045
	Iteration 26Q: 3 clusters Score -80636.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80637.773438 Penalty: 2136.446045
	Iteration 27Q: 3 clusters Score -80637.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80639.312500 Penalty: 2136.446045
	Iteration 28Q: 3 clusters Score -80639.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80639.312500 Penalty: 2136.446045
	Iteration 29F: 3 clusters Score -80639.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Entering Unmasked Estep 
Score: -9025604.000000 Penalty: 1814.003540
	Iteration 0F: 2 clusters Score -9025604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -8979384.000000 Penalty: 3628.007080
	Iteration 0F: 3 clusters Score -8979384 nChanged 33575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -8998601.000000 Penalty: 3628.007080
	Iteration 1F: 3 clusters Score -8998601 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8999218.000000 Penalty: 3628.007080
	Iteration 2Q: 3 clusters Score -8999218 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8999936.000000 Penalty: 3628.007080
	Iteration 3Q: 3 clusters Score -8999936 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -9001023.000000 Penalty: 3628.007080
	Iteration 4Q: 3 clusters Score -9001023 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -9002869.000000 Penalty: 3628.007080
	Iteration 5Q: 3 clusters Score -9002869 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -9005803.000000 Penalty: 3628.007080
	Iteration 6F: 3 clusters Score -9005803 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -9009950.000000 Penalty: 3628.007080
	Iteration 7F: 3 clusters Score -9009950 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -9014095.000000 Penalty: 3628.007080
	Iteration 8F: 3 clusters Score -9014095 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -9017230.000000 Penalty: 3628.007080
	Iteration 9F: 3 clusters Score -9017230 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -9019218.000000 Penalty: 3628.007080
	Iteration 10Q: 3 clusters Score -9019218 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -9020688.000000 Penalty: 3628.007080
	Iteration 11Q: 3 clusters Score -9020688 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -9021779.000000 Penalty: 3628.007080
	Iteration 12Q: 3 clusters Score -9021779 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9022560.000000 Penalty: 3628.007080
	Iteration 13Q: 3 clusters Score -9022560 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -9023063.000000 Penalty: 3628.007080
	Iteration 14Q: 3 clusters Score -9023063 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -9023382.000000 Penalty: 3628.007080
	Iteration 15Q: 3 clusters Score -9023382 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -9023611.000000 Penalty: 3628.007080
	Iteration 16Q: 3 clusters Score -9023611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -9023783.000000 Penalty: 3628.007080
	Iteration 17Q: 3 clusters Score -9023783 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9023880.000000 Penalty: 3628.007080
	Iteration 18Q: 3 clusters Score -9023880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9023922.000000 Penalty: 3628.007080
	Iteration 19Q: 3 clusters Score -9023922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -9023948.000000 Penalty: 3628.007080
	Iteration 20F: 3 clusters Score -9023948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9023978.000000 Penalty: 3628.007080
	Iteration 21Q: 3 clusters Score -9023978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9023999.000000 Penalty: 3628.007080
	Iteration 22Q: 3 clusters Score -9023999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -9024026.000000 Penalty: 3628.007080
	Iteration 23Q: 3 clusters Score -9024026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -9024032.000000 Penalty: 3628.007080
	Iteration 24Q: 3 clusters Score -9024032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9024057.000000 Penalty: 3628.007080
	Iteration 25Q: 3 clusters Score -9024057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9024062.000000 Penalty: 3628.007080
	Iteration 26Q: 3 clusters Score -9024062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -9024061.000000 Penalty: 3628.007080
	Iteration 27Q: 3 clusters Score -9024061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -9024062.000000 Penalty: 3628.007080
	Iteration 28Q: 3 clusters Score -9024062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -9024067.000000 Penalty: 3628.007080
	Iteration 29Q: 3 clusters Score -9024067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -9024072.000000 Penalty: 3628.007080
	Iteration 30Q: 3 clusters Score -9024072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9024074.000000 Penalty: 3628.007080
	Iteration 31Q: 3 clusters Score -9024074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9024078.000000 Penalty: 3628.007080
	Iteration 32Q: 3 clusters Score -9024078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9024077.000000 Penalty: 3628.007080
	Iteration 33Q: 3 clusters Score -9024077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9024081.000000 Penalty: 3628.007080
	Iteration 34Q: 3 clusters Score -9024081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9024081.000000 Penalty: 3628.007080
	Iteration 35Q: 3 clusters Score -9024081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9024081.000000 Penalty: 3628.007080
	Iteration 36F: 3 clusters Score -9024081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Entering Unmasked Estep 
Score: -4034524.750000 Penalty: 1683.982178
	Iteration 0F: 2 clusters Score -4034525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4013323.500000 Penalty: 3367.964355
	Iteration 0F: 3 clusters Score -4013324 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -4021558.500000 Penalty: 3367.964355
	Iteration 1F: 3 clusters Score -4021558 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4022173.750000 Penalty: 3367.964355
	Iteration 2F: 3 clusters Score -4022174 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4022817.750000 Penalty: 3367.964355
	Iteration 3F: 3 clusters Score -4022818 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4023485.250000 Penalty: 3367.964355
	Iteration 4F: 3 clusters Score -4023485 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4024279.250000 Penalty: 3367.964355
	Iteration 5F: 3 clusters Score -4024279 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4025195.750000 Penalty: 3367.964355
	Iteration 6F: 3 clusters Score -4025196 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -4026294.750000 Penalty: 3367.964355
	Iteration 7F: 3 clusters Score -4026295 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4027559.000000 Penalty: 3367.964355
	Iteration 8F: 3 clusters Score -4027559 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4028846.000000 Penalty: 3367.964355
	Iteration 9F: 3 clusters Score -4028846 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4030149.250000 Penalty: 3367.964355
	Iteration 10Q: 3 clusters Score -4030149 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4031205.500000 Penalty: 3367.964355
	Iteration 11Q: 3 clusters Score -4031206 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4031990.750000 Penalty: 3367.964355
	Iteration 12Q: 3 clusters Score -4031991 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4032482.750000 Penalty: 3367.964355
	Iteration 13Q: 3 clusters Score -4032483 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4032754.000000 Penalty: 3367.964355
	Iteration 14Q: 3 clusters Score -4032754 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4032915.250000 Penalty: 3367.964355
	Iteration 15Q: 3 clusters Score -4032915 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4032986.250000 Penalty: 3367.964355
	Iteration 16Q: 3 clusters Score -4032986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4033053.750000 Penalty: 3367.964355
	Iteration 17Q: 3 clusters Score -4033054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4033088.250000 Penalty: 3367.964355
	Iteration 18Q: 3 clusters Score -4033088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4033109.250000 Penalty: 3367.964355
	Iteration 19Q: 3 clusters Score -4033109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4033121.750000 Penalty: 3367.964355
	Iteration 20F: 3 clusters Score -4033122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4033139.000000 Penalty: 3367.964355
	Iteration 21Q: 3 clusters Score -4033139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4033141.000000 Penalty: 3367.964355
	Iteration 22Q: 3 clusters Score -4033141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4033144.250000 Penalty: 3367.964355
	Iteration 23Q: 3 clusters Score -4033144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4033143.000000 Penalty: 3367.964355
	Iteration 24Q: 3 clusters Score -4033143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4033143.000000 Penalty: 3367.964355
	Iteration 25F: 3 clusters Score -4033143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Entering Unmasked Estep 
Score: -7513355.000000 Penalty: 1783.346069
	Iteration 0F: 2 clusters Score -7513355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7474509.000000 Penalty: 3566.692139
	Iteration 0F: 3 clusters Score -7474509 nChanged 27539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -7489990.500000 Penalty: 3566.692139
	Iteration 1F: 3 clusters Score -7489990 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -7490434.500000 Penalty: 3566.692139
	Iteration 2Q: 3 clusters Score -7490434 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -7490901.000000 Penalty: 3566.692139
	Iteration 3Q: 3 clusters Score -7490901 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -7491339.500000 Penalty: 3566.692139
	Iteration 4Q: 3 clusters Score -7491340 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -7492038.500000 Penalty: 3566.692139
	Iteration 5Q: 3 clusters Score -7492038 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7492979.500000 Penalty: 3566.692139
	Iteration 6Q: 3 clusters Score -7492980 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -7494650.500000 Penalty: 3566.692139
	Iteration 7F: 3 clusters Score -7494650 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7497141.500000 Penalty: 3566.692139
	Iteration 8F: 3 clusters Score -7497142 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -7500609.500000 Penalty: 3566.692139
	Iteration 9F: 3 clusters Score -7500610 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -7504608.000000 Penalty: 3566.692139
	Iteration 10F: 3 clusters Score -7504608 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -7507758.500000 Penalty: 3566.692139
	Iteration 11F: 3 clusters Score -7507758 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -7509898.500000 Penalty: 3566.692139
	Iteration 12Q: 3 clusters Score -7509898 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -7510911.500000 Penalty: 3566.692139
	Iteration 13Q: 3 clusters Score -7510912 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7511419.500000 Penalty: 3566.692139
	Iteration 14Q: 3 clusters Score -7511420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -7511632.500000 Penalty: 3566.692139
	Iteration 15Q: 3 clusters Score -7511632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -7511730.500000 Penalty: 3566.692139
	Iteration 16Q: 3 clusters Score -7511730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -7511775.000000 Penalty: 3566.692139
	Iteration 17Q: 3 clusters Score -7511775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -7511797.000000 Penalty: 3566.692139
	Iteration 18Q: 3 clusters Score -7511797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -7511810.500000 Penalty: 3566.692139
	Iteration 19Q: 3 clusters Score -7511810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -7511826.000000 Penalty: 3566.692139
	Iteration 20F: 3 clusters Score -7511826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -7511834.000000 Penalty: 3566.692139
	Iteration 21Q: 3 clusters Score -7511834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -7511853.000000 Penalty: 3566.692139
	Iteration 22Q: 3 clusters Score -7511853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7511859.500000 Penalty: 3566.692139
	Iteration 23Q: 3 clusters Score -7511860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7511873.000000 Penalty: 3566.692139
	Iteration 24Q: 3 clusters Score -7511873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -7511874.500000 Penalty: 3566.692139
	Iteration 25Q: 3 clusters Score -7511874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -7511874.500000 Penalty: 3566.692139
	Iteration 26F: 3 clusters Score -7511874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26930.708984 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -26930.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26270.914062 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -26270.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26476.494141 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -26476.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26547.255859 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -26547.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26589.261719 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -26589.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26596.175781 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -26596.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26617.576172 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -26617.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26628.933594 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -26628.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26630.714844 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -26630.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26630.714844 Penalty: 1828.976929
	Iteration 8F: 3 clusters Score -26630.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Entering Unmasked Estep 
Score: -8695234.000000 Penalty: 1808.790894
	Iteration 0F: 2 clusters Score -8695234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8650305.000000 Penalty: 3617.581787
	Iteration 0F: 3 clusters Score -8650305 nChanged 32340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -8669002.000000 Penalty: 3617.581787
	Iteration 1F: 3 clusters Score -8669002 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -8669793.000000 Penalty: 3617.581787
	Iteration 2Q: 3 clusters Score -8669793 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -8670993.000000 Penalty: 3617.581787
	Iteration 3Q: 3 clusters Score -8670993 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -8672877.000000 Penalty: 3617.581787
	Iteration 4F: 3 clusters Score -8672877 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -8675891.000000 Penalty: 3617.581787
	Iteration 5F: 3 clusters Score -8675891 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -8680598.000000 Penalty: 3617.581787
	Iteration 6F: 3 clusters Score -8680598 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -8685973.000000 Penalty: 3617.581787
	Iteration 7F: 3 clusters Score -8685973 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8690388.000000 Penalty: 3617.581787
	Iteration 8F: 3 clusters Score -8690388 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8692486.000000 Penalty: 3617.581787
	Iteration 9Q: 3 clusters Score -8692486 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8693228.000000 Penalty: 3617.581787
	Iteration 10Q: 3 clusters Score -8693228 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8693454.000000 Penalty: 3617.581787
	Iteration 11Q: 3 clusters Score -8693454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8693573.000000 Penalty: 3617.581787
	Iteration 12Q: 3 clusters Score -8693573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8693625.000000 Penalty: 3617.581787
	Iteration 13Q: 3 clusters Score -8693625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8693645.000000 Penalty: 3617.581787
	Iteration 14Q: 3 clusters Score -8693645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8693652.000000 Penalty: 3617.581787
	Iteration 15Q: 3 clusters Score -8693652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8693666.000000 Penalty: 3617.581787
	Iteration 16Q: 3 clusters Score -8693666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8693675.000000 Penalty: 3617.581787
	Iteration 17Q: 3 clusters Score -8693675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8693685.000000 Penalty: 3617.581787
	Iteration 18Q: 3 clusters Score -8693685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8693688.000000 Penalty: 3617.581787
	Iteration 19Q: 3 clusters Score -8693688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8693688.000000 Penalty: 3617.581787
	Iteration 20F: 3 clusters Score -8693688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67577 members 
Mstep: Class 4 contains 66848 members 
Mstep: Class 6 contains 57649 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36731 members 
Mstep: Class 13 contains 23675 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70481 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58363 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632780.000000 Penalty: 36216.003906
Iteration 319Q: 18 clusters Score -6.163278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67575 members 
Mstep: Class 4 contains 66867 members 
Mstep: Class 6 contains 57642 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36731 members 
Mstep: Class 13 contains 23676 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31667 members 
Mstep: Class 19 contains 58354 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632756.000000 Penalty: 36216.003906
Iteration 320F: 18 clusters Score -6.163276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67575 members 
Mstep: Class 4 contains 66885 members 
Mstep: Class 6 contains 57638 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36728 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70476 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 58353 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 321Q: 18 clusters Score -6.163277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67576 members 
Mstep: Class 4 contains 66896 members 
Mstep: Class 6 contains 57637 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36727 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31663 members 
Mstep: Class 19 contains 58349 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632780.000000 Penalty: 36216.003906
Iteration 322Q: 18 clusters Score -6.163278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67580 members 
Mstep: Class 4 contains 66902 members 
Mstep: Class 6 contains 57636 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36724 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31663 members 
Mstep: Class 19 contains 58341 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 323Q: 18 clusters Score -6.163277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67581 members 
Mstep: Class 4 contains 66906 members 
Mstep: Class 6 contains 57631 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36723 members 
Mstep: Class 13 contains 23672 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70482 members 
Mstep: Class 18 contains 31662 members 
Mstep: Class 19 contains 58345 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632780.000000 Penalty: 36216.003906
Iteration 324Q: 18 clusters Score -6.163278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67584 members 
Mstep: Class 4 contains 66916 members 
Mstep: Class 6 contains 57627 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36721 members 
Mstep: Class 13 contains 23669 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70479 members 
Mstep: Class 18 contains 31661 members 
Mstep: Class 19 contains 58349 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632740.000000 Penalty: 36216.003906
Iteration 325Q: 18 clusters Score -6.163274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67584 members 
Mstep: Class 4 contains 66922 members 
Mstep: Class 6 contains 57625 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36722 members 
Mstep: Class 13 contains 23667 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31659 members 
Mstep: Class 19 contains 58354 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632776.000000 Penalty: 36216.003906
Iteration 326Q: 18 clusters Score -6.163278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67584 members 
Mstep: Class 4 contains 66932 members 
Mstep: Class 6 contains 57624 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36722 members 
Mstep: Class 13 contains 23666 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70479 members 
Mstep: Class 18 contains 31657 members 
Mstep: Class 19 contains 58355 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632744.000000 Penalty: 36216.003906
Iteration 327Q: 18 clusters Score -6.163274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 66940 members 
Mstep: Class 6 contains 57625 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36722 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31657 members 
Mstep: Class 19 contains 58350 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632736.000000 Penalty: 36216.003906
Iteration 328Q: 18 clusters Score -6.163274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67584 members 
Mstep: Class 4 contains 66950 members 
Mstep: Class 6 contains 57625 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36723 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 58344 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632816.000000 Penalty: 36216.003906
Iteration 329Q: 18 clusters Score -6.163282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 66962 members 
Mstep: Class 6 contains 57624 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36720 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70480 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 58338 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 330Q: 18 clusters Score -6.163277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 66975 members 
Mstep: Class 6 contains 57622 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36718 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70479 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 58332 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 331Q: 18 clusters Score -6.163277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67588 members 
Mstep: Class 4 contains 66986 members 
Mstep: Class 6 contains 57620 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36718 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31657 members 
Mstep: Class 19 contains 58326 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632776.000000 Penalty: 36216.003906
Iteration 332Q: 18 clusters Score -6.163278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67588 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 6 contains 57619 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36717 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31655 members 
Mstep: Class 19 contains 58326 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632804.000000 Penalty: 36216.003906
Iteration 333Q: 18 clusters Score -6.16328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67588 members 
Mstep: Class 4 contains 66998 members 
Mstep: Class 6 contains 57619 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36716 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58318 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 334Q: 18 clusters Score -6.163279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67011 members 
Mstep: Class 6 contains 57617 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36714 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58312 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 335Q: 18 clusters Score -6.163277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 67018 members 
Mstep: Class 6 contains 57616 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36713 members 
Mstep: Class 13 contains 23663 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70476 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58308 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632748.000000 Penalty: 36216.003906
Iteration 336Q: 18 clusters Score -6.163275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67024 members 
Mstep: Class 6 contains 57616 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23663 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70476 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58303 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632756.000000 Penalty: 36216.003906
Iteration 337Q: 18 clusters Score -6.163276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 67028 members 
Mstep: Class 6 contains 57614 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58304 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632796.000000 Penalty: 36216.003906
Iteration 338Q: 18 clusters Score -6.16328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67584 members 
Mstep: Class 4 contains 67027 members 
Mstep: Class 6 contains 57613 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31655 members 
Mstep: Class 19 contains 58305 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 339Q: 18 clusters Score -6.163279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 67027 members 
Mstep: Class 6 contains 57613 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58305 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632772.000000 Penalty: 36216.003906
Iteration 340F: 18 clusters Score -6.163277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 67027 members 
Mstep: Class 6 contains 57613 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58305 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632784.000000 Penalty: 36216.003906
Iteration 341Q: 18 clusters Score -6.163278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 67027 members 
Mstep: Class 6 contains 57612 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58305 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632772.000000 Penalty: 36216.003906
Iteration 342Q: 18 clusters Score -6.163277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 67028 members 
Mstep: Class 6 contains 57612 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58304 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 343Q: 18 clusters Score -6.163279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67581 members 
Mstep: Class 4 contains 67030 members 
Mstep: Class 6 contains 57612 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58302 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 344Q: 18 clusters Score -6.163279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 67032 members 
Mstep: Class 6 contains 57612 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632772.000000 Penalty: 36216.003906
Iteration 345Q: 18 clusters Score -6.163277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67029 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31653 members 
Mstep: Class 19 contains 58301 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632768.000000 Penalty: 36216.003906
Iteration 346Q: 18 clusters Score -6.163277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67588 members 
Mstep: Class 4 contains 67027 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31652 members 
Mstep: Class 19 contains 58303 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632776.000000 Penalty: 36216.003906
Iteration 347Q: 18 clusters Score -6.163278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67028 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31652 members 
Mstep: Class 19 contains 58304 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632788.000000 Penalty: 36216.003906
Iteration 348Q: 18 clusters Score -6.163279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67029 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31652 members 
Mstep: Class 19 contains 58303 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632792.000000 Penalty: 36216.003906
Iteration 349Q: 18 clusters Score -6.163279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67033 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70477 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58300 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632808.000000 Penalty: 36216.003906
Iteration 350Q: 18 clusters Score -6.163281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67587 members 
Mstep: Class 4 contains 67035 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70476 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58301 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632808.000000 Penalty: 36216.003906
Iteration 351Q: 18 clusters Score -6.163281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 67040 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632812.000000 Penalty: 36216.003906
Iteration 352Q: 18 clusters Score -6.163281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 67040 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36710 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632812.000000 Penalty: 36216.003906
Iteration 353Q: 18 clusters Score -6.163281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 67040 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 478 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36710 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61632812.000000 Penalty: 36216.003906
Iteration 354F: 18 clusters Score -6.163281e+07 nChanged 0
Entering ConstructFrom: 
Score: -61632812.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -531184.437500 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -531184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -527502.750000 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -527502.8 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -528578.562500 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -528578.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -528811.312500 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -528811.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -529038.562500 Penalty: 2736.721680
	Iteration 3F: 3 clusters Score -529038.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -529288.625000 Penalty: 2736.721680
	Iteration 4F: 3 clusters Score -529288.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -529549.937500 Penalty: 2736.721680
	Iteration 5F: 3 clusters Score -529549.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -529785.250000 Penalty: 2736.721680
	Iteration 6F: 3 clusters Score -529785.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -529973.750000 Penalty: 2736.721680
	Iteration 7F: 3 clusters Score -529973.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -530131.687500 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -530131.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -530268.375000 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -530268.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -530358.312500 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -530358.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -530409.375000 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -530409.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -530435.437500 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -530435.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -530457.500000 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -530457.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -530467.750000 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -530467.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -530472.500000 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -530472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -530475.312500 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -530475.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -530480.062500 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -530480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -530481.750000 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -530481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -530484.187500 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -530484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -530485.937500 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -530485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -530489.937500 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -530489.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -530495.875000 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -530495.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -530501.000000 Penalty: 2736.721680
	Iteration 23Q: 3 clusters Score -530501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -530504.687500 Penalty: 2736.721680
	Iteration 24Q: 3 clusters Score -530504.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -530504.812500 Penalty: 2736.721680
	Iteration 25Q: 3 clusters Score -530504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -530508.062500 Penalty: 2736.721680
	Iteration 26Q: 3 clusters Score -530508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -530511.625000 Penalty: 2736.721680
	Iteration 27Q: 3 clusters Score -530511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -530513.437500 Penalty: 2736.721680
	Iteration 28Q: 3 clusters Score -530513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530516.125000 Penalty: 2736.721680
	Iteration 29Q: 3 clusters Score -530516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -530518.000000 Penalty: 2736.721680
	Iteration 30Q: 3 clusters Score -530518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -530518.437500 Penalty: 2736.721680
	Iteration 31Q: 3 clusters Score -530518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -530518.125000 Penalty: 2736.721680
	Iteration 32Q: 3 clusters Score -530518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -530519.062500 Penalty: 2736.721680
	Iteration 33Q: 3 clusters Score -530519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -530519.187500 Penalty: 2736.721680
	Iteration 34Q: 3 clusters Score -530519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -530519.187500 Penalty: 2736.721680
	Iteration 35F: 3 clusters Score -530519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -639071.250000 Penalty: 1386.335083
	Iteration 0F: 2 clusters Score -639071.2 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 2520 members 
Entering Unmasked Estep 
Score: -635085.687500 Penalty: 2772.670166
	Iteration 0F: 3 clusters Score -635085.7 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -636326.500000 Penalty: 2772.670166
	Iteration 1F: 3 clusters Score -636326.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -636754.625000 Penalty: 2772.670166
	Iteration 2F: 3 clusters Score -636754.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -637088.875000 Penalty: 2772.670166
	Iteration 3F: 3 clusters Score -637088.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -637318.125000 Penalty: 2772.670166
	Iteration 4F: 3 clusters Score -637318.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -637442.375000 Penalty: 2772.670166
	Iteration 5Q: 3 clusters Score -637442.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -637510.750000 Penalty: 2772.670166
	Iteration 6Q: 3 clusters Score -637510.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -637561.125000 Penalty: 2772.670166
	Iteration 7Q: 3 clusters Score -637561.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -637604.062500 Penalty: 2772.670166
	Iteration 8Q: 3 clusters Score -637604.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -637640.125000 Penalty: 2772.670166
	Iteration 9Q: 3 clusters Score -637640.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -637667.125000 Penalty: 2772.670166
	Iteration 10Q: 3 clusters Score -637667.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -637694.562500 Penalty: 2772.670166
	Iteration 11Q: 3 clusters Score -637694.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -637709.250000 Penalty: 2772.670166
	Iteration 12Q: 3 clusters Score -637709.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -637717.000000 Penalty: 2772.670166
	Iteration 13Q: 3 clusters Score -637717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -637725.562500 Penalty: 2772.670166
	Iteration 14Q: 3 clusters Score -637725.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -637737.000000 Penalty: 2772.670166
	Iteration 15Q: 3 clusters Score -637737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -637747.562500 Penalty: 2772.670166
	Iteration 16Q: 3 clusters Score -637747.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -637757.500000 Penalty: 2772.670166
	Iteration 17Q: 3 clusters Score -637757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -637763.937500 Penalty: 2772.670166
	Iteration 18Q: 3 clusters Score -637763.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -637770.750000 Penalty: 2772.670166
	Iteration 19Q: 3 clusters Score -637770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -637777.062500 Penalty: 2772.670166
	Iteration 20F: 3 clusters Score -637777.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -637783.937500 Penalty: 2772.670166
	Iteration 21Q: 3 clusters Score -637783.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -637788.875000 Penalty: 2772.670166
	Iteration 22Q: 3 clusters Score -637788.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -637792.062500 Penalty: 2772.670166
	Iteration 23Q: 3 clusters Score -637792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -637797.125000 Penalty: 2772.670166
	Iteration 24Q: 3 clusters Score -637797.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -637805.750000 Penalty: 2772.670166
	Iteration 25Q: 3 clusters Score -637805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -637813.875000 Penalty: 2772.670166
	Iteration 26Q: 3 clusters Score -637813.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -637821.000000 Penalty: 2772.670166
	Iteration 27Q: 3 clusters Score -637821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -637830.250000 Penalty: 2772.670166
	Iteration 28Q: 3 clusters Score -637830.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -637837.562500 Penalty: 2772.670166
	Iteration 29Q: 3 clusters Score -637837.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -637847.250000 Penalty: 2772.670166
	Iteration 30Q: 3 clusters Score -637847.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -637856.500000 Penalty: 2772.670166
	Iteration 31Q: 3 clusters Score -637856.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -637868.312500 Penalty: 2772.670166
	Iteration 32Q: 3 clusters Score -637868.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -637880.437500 Penalty: 2772.670166
	Iteration 33Q: 3 clusters Score -637880.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -637899.187500 Penalty: 2772.670166
	Iteration 34Q: 3 clusters Score -637899.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -637919.500000 Penalty: 2772.670166
	Iteration 35Q: 3 clusters Score -637919.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -637942.687500 Penalty: 2772.670166
	Iteration 36Q: 3 clusters Score -637942.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -637971.375000 Penalty: 2772.670166
	Iteration 37Q: 3 clusters Score -637971.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -638010.000000 Penalty: 2772.670166
	Iteration 38Q: 3 clusters Score -638010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -638052.375000 Penalty: 2772.670166
	Iteration 39Q: 3 clusters Score -638052.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -638097.312500 Penalty: 2772.670166
	Iteration 40F: 3 clusters Score -638097.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -638147.250000 Penalty: 2772.670166
	Iteration 41Q: 3 clusters Score -638147.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -638191.250000 Penalty: 2772.670166
	Iteration 42Q: 3 clusters Score -638191.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -638230.312500 Penalty: 2772.670166
	Iteration 43Q: 3 clusters Score -638230.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -638267.000000 Penalty: 2772.670166
	Iteration 44Q: 3 clusters Score -638267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -638292.125000 Penalty: 2772.670166
	Iteration 45Q: 3 clusters Score -638292.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -638307.062500 Penalty: 2772.670166
	Iteration 46Q: 3 clusters Score -638307.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -638319.875000 Penalty: 2772.670166
	Iteration 47Q: 3 clusters Score -638319.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -638325.875000 Penalty: 2772.670166
	Iteration 48Q: 3 clusters Score -638325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -638333.500000 Penalty: 2772.670166
	Iteration 49Q: 3 clusters Score -638333.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -638341.125000 Penalty: 2772.670166
	Iteration 50Q: 3 clusters Score -638341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -638344.750000 Penalty: 2772.670166
	Iteration 51Q: 3 clusters Score -638344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -638346.125000 Penalty: 2772.670166
	Iteration 52Q: 3 clusters Score -638346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -638351.437500 Penalty: 2772.670166
	Iteration 53Q: 3 clusters Score -638351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -638355.187500 Penalty: 2772.670166
	Iteration 54Q: 3 clusters Score -638355.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -638356.687500 Penalty: 2772.670166
	Iteration 55Q: 3 clusters Score -638356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -638357.687500 Penalty: 2772.670166
	Iteration 56Q: 3 clusters Score -638357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -638357.875000 Penalty: 2772.670166
	Iteration 57Q: 3 clusters Score -638357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -638358.437500 Penalty: 2772.670166
	Iteration 58Q: 3 clusters Score -638358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -638358.812500 Penalty: 2772.670166
	Iteration 59Q: 3 clusters Score -638358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -638358.812500 Penalty: 2772.670166
	Iteration 60F: 3 clusters Score -638358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Entering Unmasked Estep 
Score: -8657562.000000 Penalty: 1807.185425
	Iteration 0F: 2 clusters Score -8657562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8612920.000000 Penalty: 3614.370850
	Iteration 0F: 3 clusters Score -8612920 nChanged 31952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -8631772.000000 Penalty: 3614.370850
	Iteration 1F: 3 clusters Score -8631772 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -8632936.000000 Penalty: 3614.370850
	Iteration 2Q: 3 clusters Score -8632936 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8635068.000000 Penalty: 3614.370850
	Iteration 3F: 3 clusters Score -8635068 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8638927.000000 Penalty: 3614.370850
	Iteration 4F: 3 clusters Score -8638927 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -8644499.000000 Penalty: 3614.370850
	Iteration 5F: 3 clusters Score -8644499 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8649759.000000 Penalty: 3614.370850
	Iteration 6F: 3 clusters Score -8649759 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8652988.000000 Penalty: 3614.370850
	Iteration 7F: 3 clusters Score -8652988 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8654627.000000 Penalty: 3614.370850
	Iteration 8Q: 3 clusters Score -8654627 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8655460.000000 Penalty: 3614.370850
	Iteration 9Q: 3 clusters Score -8655460 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8655821.000000 Penalty: 3614.370850
	Iteration 10Q: 3 clusters Score -8655821 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8656010.000000 Penalty: 3614.370850
	Iteration 11Q: 3 clusters Score -8656010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8656101.000000 Penalty: 3614.370850
	Iteration 12Q: 3 clusters Score -8656101 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8656143.000000 Penalty: 3614.370850
	Iteration 13Q: 3 clusters Score -8656143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8656170.000000 Penalty: 3614.370850
	Iteration 14Q: 3 clusters Score -8656170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8656180.000000 Penalty: 3614.370850
	Iteration 15Q: 3 clusters Score -8656180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8656194.000000 Penalty: 3614.370850
	Iteration 16Q: 3 clusters Score -8656194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8656180.000000 Penalty: 3614.370850
	Iteration 17Q: 3 clusters Score -8656180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8656194.000000 Penalty: 3614.370850
	Iteration 18Q: 3 clusters Score -8656194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8656187.000000 Penalty: 3614.370850
	Iteration 19Q: 3 clusters Score -8656187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8656191.000000 Penalty: 3614.370850
	Iteration 20F: 3 clusters Score -8656191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8656201.000000 Penalty: 3614.370850
	Iteration 21Q: 3 clusters Score -8656201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8656191.000000 Penalty: 3614.370850
	Iteration 22Q: 3 clusters Score -8656191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8656203.000000 Penalty: 3614.370850
	Iteration 23Q: 3 clusters Score -8656203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8656214.000000 Penalty: 3614.370850
	Iteration 24Q: 3 clusters Score -8656214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8656204.000000 Penalty: 3614.370850
	Iteration 25Q: 3 clusters Score -8656204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8656210.000000 Penalty: 3614.370850
	Iteration 26Q: 3 clusters Score -8656210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8656212.000000 Penalty: 3614.370850
	Iteration 27Q: 3 clusters Score -8656212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8656211.000000 Penalty: 3614.370850
	Iteration 28Q: 3 clusters Score -8656211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8656209.000000 Penalty: 3614.370850
	Iteration 29Q: 3 clusters Score -8656209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8656213.000000 Penalty: 3614.370850
	Iteration 30Q: 3 clusters Score -8656213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8656209.000000 Penalty: 3614.370850
	Iteration 31Q: 3 clusters Score -8656209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8656204.000000 Penalty: 3614.370850
	Iteration 32Q: 3 clusters Score -8656204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8656208.000000 Penalty: 3614.370850
	Iteration 33Q: 3 clusters Score -8656208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8656205.000000 Penalty: 3614.370850
	Iteration 34Q: 3 clusters Score -8656205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8656205.000000 Penalty: 3614.370850
	Iteration 35Q: 3 clusters Score -8656205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8656211.000000 Penalty: 3614.370850
	Iteration 36Q: 3 clusters Score -8656211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8656207.000000 Penalty: 3614.370850
	Iteration 37Q: 3 clusters Score -8656207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8656210.000000 Penalty: 3614.370850
	Iteration 38Q: 3 clusters Score -8656210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8656207.000000 Penalty: 3614.370850
	Iteration 39Q: 3 clusters Score -8656207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8656208.000000 Penalty: 3614.370850
	Iteration 40F: 3 clusters Score -8656208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8656212.000000 Penalty: 3614.370850
	Iteration 41Q: 3 clusters Score -8656212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8656201.000000 Penalty: 3614.370850
	Iteration 42Q: 3 clusters Score -8656201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8656201.000000 Penalty: 3614.370850
	Iteration 43Q: 3 clusters Score -8656201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8656200.000000 Penalty: 3614.370850
	Iteration 44Q: 3 clusters Score -8656200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8656206.000000 Penalty: 3614.370850
	Iteration 45Q: 3 clusters Score -8656206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8656200.000000 Penalty: 3614.370850
	Iteration 46Q: 3 clusters Score -8656200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8656203.000000 Penalty: 3614.370850
	Iteration 47Q: 3 clusters Score -8656203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8656203.000000 Penalty: 3614.370850
	Iteration 48Q: 3 clusters Score -8656203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8656210.000000 Penalty: 3614.370850
	Iteration 49Q: 3 clusters Score -8656210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8656210.000000 Penalty: 3614.370850
	Iteration 50Q: 3 clusters Score -8656210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8656214.000000 Penalty: 3614.370850
	Iteration 51Q: 3 clusters Score -8656214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8656220.000000 Penalty: 3614.370850
	Iteration 52Q: 3 clusters Score -8656220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8656224.000000 Penalty: 3614.370850
	Iteration 53Q: 3 clusters Score -8656224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8656222.000000 Penalty: 3614.370850
	Iteration 54Q: 3 clusters Score -8656222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8656220.000000 Penalty: 3614.370850
	Iteration 55Q: 3 clusters Score -8656220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8656215.000000 Penalty: 3614.370850
	Iteration 56Q: 3 clusters Score -8656215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8656210.000000 Penalty: 3614.370850
	Iteration 57Q: 3 clusters Score -8656210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8656214.000000 Penalty: 3614.370850
	Iteration 58Q: 3 clusters Score -8656214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8656218.000000 Penalty: 3614.370850
	Iteration 59Q: 3 clusters Score -8656218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8656215.000000 Penalty: 3614.370850
	Iteration 60F: 3 clusters Score -8656215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8656211.000000 Penalty: 3614.370850
	Iteration 61Q: 3 clusters Score -8656211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8656204.000000 Penalty: 3614.370850
	Iteration 62Q: 3 clusters Score -8656204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8656215.000000 Penalty: 3614.370850
	Iteration 63Q: 3 clusters Score -8656215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8656216.000000 Penalty: 3614.370850
	Iteration 64Q: 3 clusters Score -8656216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8656213.000000 Penalty: 3614.370850
	Iteration 65Q: 3 clusters Score -8656213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8656223.000000 Penalty: 3614.370850
	Iteration 66Q: 3 clusters Score -8656223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8656216.000000 Penalty: 3614.370850
	Iteration 67Q: 3 clusters Score -8656216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8656213.000000 Penalty: 3614.370850
	Iteration 68Q: 3 clusters Score -8656213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8656213.000000 Penalty: 3614.370850
	Iteration 69Q: 3 clusters Score -8656213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8656222.000000 Penalty: 3614.370850
	Iteration 70Q: 3 clusters Score -8656222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8656222.000000 Penalty: 3614.370850
	Iteration 71Q: 3 clusters Score -8656222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8656223.000000 Penalty: 3614.370850
	Iteration 72Q: 3 clusters Score -8656223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8656225.000000 Penalty: 3614.370850
	Iteration 73Q: 3 clusters Score -8656225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8656226.000000 Penalty: 3614.370850
	Iteration 74Q: 3 clusters Score -8656226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8656218.000000 Penalty: 3614.370850
	Iteration 75Q: 3 clusters Score -8656218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8656212.000000 Penalty: 3614.370850
	Iteration 76Q: 3 clusters Score -8656212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8656212.000000 Penalty: 3614.370850
	Iteration 77F: 3 clusters Score -8656212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Entering Unmasked Estep 
Score: -8540401.000000 Penalty: 1805.869751
	Iteration 0F: 2 clusters Score -8540401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -8496250.000000 Penalty: 3611.739502
	Iteration 0F: 3 clusters Score -8496250 nChanged 31529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8514560.000000 Penalty: 3611.739502
	Iteration 1F: 3 clusters Score -8514560 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -8515400.000000 Penalty: 3611.739502
	Iteration 2Q: 3 clusters Score -8515400 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8516531.000000 Penalty: 3611.739502
	Iteration 3Q: 3 clusters Score -8516531 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8518308.000000 Penalty: 3611.739502
	Iteration 4Q: 3 clusters Score -8518308 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -8520495.000000 Penalty: 3611.739502
	Iteration 5F: 3 clusters Score -8520495 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -8522887.000000 Penalty: 3611.739502
	Iteration 6F: 3 clusters Score -8522887 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -8525249.000000 Penalty: 3611.739502
	Iteration 7F: 3 clusters Score -8525249 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -8527250.000000 Penalty: 3611.739502
	Iteration 8F: 3 clusters Score -8527250 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -8528886.000000 Penalty: 3611.739502
	Iteration 9Q: 3 clusters Score -8528886 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8530046.000000 Penalty: 3611.739502
	Iteration 10Q: 3 clusters Score -8530046 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -8530829.000000 Penalty: 3611.739502
	Iteration 11Q: 3 clusters Score -8530829 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -8531283.000000 Penalty: 3611.739502
	Iteration 12Q: 3 clusters Score -8531283 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8531534.000000 Penalty: 3611.739502
	Iteration 13Q: 3 clusters Score -8531534 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -8531785.000000 Penalty: 3611.739502
	Iteration 14Q: 3 clusters Score -8531785 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -8531912.000000 Penalty: 3611.739502
	Iteration 15Q: 3 clusters Score -8531912 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8532010.000000 Penalty: 3611.739502
	Iteration 16Q: 3 clusters Score -8532010 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8532128.000000 Penalty: 3611.739502
	Iteration 17Q: 3 clusters Score -8532128 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -8532238.000000 Penalty: 3611.739502
	Iteration 18Q: 3 clusters Score -8532238 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -8532393.000000 Penalty: 3611.739502
	Iteration 19Q: 3 clusters Score -8532393 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -8532553.000000 Penalty: 3611.739502
	Iteration 20F: 3 clusters Score -8532553 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -8532722.000000 Penalty: 3611.739502
	Iteration 21Q: 3 clusters Score -8532722 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -8532911.000000 Penalty: 3611.739502
	Iteration 22Q: 3 clusters Score -8532911 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -8533120.000000 Penalty: 3611.739502
	Iteration 23Q: 3 clusters Score -8533120 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -8533310.000000 Penalty: 3611.739502
	Iteration 24Q: 3 clusters Score -8533310 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8533577.000000 Penalty: 3611.739502
	Iteration 25Q: 3 clusters Score -8533577 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -8533792.000000 Penalty: 3611.739502
	Iteration 26Q: 3 clusters Score -8533792 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8534098.000000 Penalty: 3611.739502
	Iteration 27Q: 3 clusters Score -8534098 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -8534419.000000 Penalty: 3611.739502
	Iteration 28Q: 3 clusters Score -8534419 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -8534680.000000 Penalty: 3611.739502
	Iteration 29Q: 3 clusters Score -8534680 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -8534934.000000 Penalty: 3611.739502
	Iteration 30Q: 3 clusters Score -8534934 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -8535169.000000 Penalty: 3611.739502
	Iteration 31Q: 3 clusters Score -8535169 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8535366.000000 Penalty: 3611.739502
	Iteration 32Q: 3 clusters Score -8535366 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -8535563.000000 Penalty: 3611.739502
	Iteration 33Q: 3 clusters Score -8535563 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -8535738.000000 Penalty: 3611.739502
	Iteration 34Q: 3 clusters Score -8535738 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -8535920.000000 Penalty: 3611.739502
	Iteration 35Q: 3 clusters Score -8535920 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -8536063.000000 Penalty: 3611.739502
	Iteration 36Q: 3 clusters Score -8536063 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -8536291.000000 Penalty: 3611.739502
	Iteration 37Q: 3 clusters Score -8536291 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -8536452.000000 Penalty: 3611.739502
	Iteration 38Q: 3 clusters Score -8536452 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8536618.000000 Penalty: 3611.739502
	Iteration 39Q: 3 clusters Score -8536618 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8536805.000000 Penalty: 3611.739502
	Iteration 40F: 3 clusters Score -8536805 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -8536962.000000 Penalty: 3611.739502
	Iteration 41Q: 3 clusters Score -8536962 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8537110.000000 Penalty: 3611.739502
	Iteration 42Q: 3 clusters Score -8537110 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8537241.000000 Penalty: 3611.739502
	Iteration 43Q: 3 clusters Score -8537241 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8537344.000000 Penalty: 3611.739502
	Iteration 44Q: 3 clusters Score -8537344 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -8537458.000000 Penalty: 3611.739502
	Iteration 45Q: 3 clusters Score -8537458 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8537600.000000 Penalty: 3611.739502
	Iteration 46Q: 3 clusters Score -8537600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8537696.000000 Penalty: 3611.739502
	Iteration 47Q: 3 clusters Score -8537696 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8537801.000000 Penalty: 3611.739502
	Iteration 48Q: 3 clusters Score -8537801 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8537889.000000 Penalty: 3611.739502
	Iteration 49Q: 3 clusters Score -8537889 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8537974.000000 Penalty: 3611.739502
	Iteration 50Q: 3 clusters Score -8537974 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8538037.000000 Penalty: 3611.739502
	Iteration 51Q: 3 clusters Score -8538037 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8538135.000000 Penalty: 3611.739502
	Iteration 52Q: 3 clusters Score -8538135 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8538228.000000 Penalty: 3611.739502
	Iteration 53Q: 3 clusters Score -8538228 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8538279.000000 Penalty: 3611.739502
	Iteration 54Q: 3 clusters Score -8538279 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8538373.000000 Penalty: 3611.739502
	Iteration 55Q: 3 clusters Score -8538373 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8538410.000000 Penalty: 3611.739502
	Iteration 56Q: 3 clusters Score -8538410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8538478.000000 Penalty: 3611.739502
	Iteration 57Q: 3 clusters Score -8538478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8538540.000000 Penalty: 3611.739502
	Iteration 58Q: 3 clusters Score -8538540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8538601.000000 Penalty: 3611.739502
	Iteration 59Q: 3 clusters Score -8538601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8538640.000000 Penalty: 3611.739502
	Iteration 60F: 3 clusters Score -8538640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8538677.000000 Penalty: 3611.739502
	Iteration 61Q: 3 clusters Score -8538677 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8538716.000000 Penalty: 3611.739502
	Iteration 62Q: 3 clusters Score -8538716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8538753.000000 Penalty: 3611.739502
	Iteration 63Q: 3 clusters Score -8538753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8538763.000000 Penalty: 3611.739502
	Iteration 64Q: 3 clusters Score -8538763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8538774.000000 Penalty: 3611.739502
	Iteration 65Q: 3 clusters Score -8538774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8538782.000000 Penalty: 3611.739502
	Iteration 66Q: 3 clusters Score -8538782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8538805.000000 Penalty: 3611.739502
	Iteration 67Q: 3 clusters Score -8538805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8538836.000000 Penalty: 3611.739502
	Iteration 68Q: 3 clusters Score -8538836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8538847.000000 Penalty: 3611.739502
	Iteration 69Q: 3 clusters Score -8538847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8538854.000000 Penalty: 3611.739502
	Iteration 70Q: 3 clusters Score -8538854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8538870.000000 Penalty: 3611.739502
	Iteration 71Q: 3 clusters Score -8538870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8538871.000000 Penalty: 3611.739502
	Iteration 72Q: 3 clusters Score -8538871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8538879.000000 Penalty: 3611.739502
	Iteration 73Q: 3 clusters Score -8538879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8538882.000000 Penalty: 3611.739502
	Iteration 74Q: 3 clusters Score -8538882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8538900.000000 Penalty: 3611.739502
	Iteration 75Q: 3 clusters Score -8538900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8538894.000000 Penalty: 3611.739502
	Iteration 76Q: 3 clusters Score -8538894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8538899.000000 Penalty: 3611.739502
	Iteration 77Q: 3 clusters Score -8538899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8538901.000000 Penalty: 3611.739502
	Iteration 78Q: 3 clusters Score -8538901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8538902.000000 Penalty: 3611.739502
	Iteration 79Q: 3 clusters Score -8538902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8538899.000000 Penalty: 3611.739502
	Iteration 80F: 3 clusters Score -8538899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8538902.000000 Penalty: 3611.739502
	Iteration 81Q: 3 clusters Score -8538902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8538898.000000 Penalty: 3611.739502
	Iteration 82Q: 3 clusters Score -8538898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8538896.000000 Penalty: 3611.739502
	Iteration 83Q: 3 clusters Score -8538896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8538907.000000 Penalty: 3611.739502
	Iteration 84Q: 3 clusters Score -8538907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8538910.000000 Penalty: 3611.739502
	Iteration 85Q: 3 clusters Score -8538910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8538912.000000 Penalty: 3611.739502
	Iteration 86Q: 3 clusters Score -8538912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8538907.000000 Penalty: 3611.739502
	Iteration 87Q: 3 clusters Score -8538907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8538912.000000 Penalty: 3611.739502
	Iteration 88Q: 3 clusters Score -8538912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8538915.000000 Penalty: 3611.739502
	Iteration 89Q: 3 clusters Score -8538915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8538920.000000 Penalty: 3611.739502
	Iteration 90Q: 3 clusters Score -8538920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8538927.000000 Penalty: 3611.739502
	Iteration 91Q: 3 clusters Score -8538927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8538929.000000 Penalty: 3611.739502
	Iteration 92Q: 3 clusters Score -8538929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8538939.000000 Penalty: 3611.739502
	Iteration 93Q: 3 clusters Score -8538939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8538948.000000 Penalty: 3611.739502
	Iteration 94Q: 3 clusters Score -8538948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8538949.000000 Penalty: 3611.739502
	Iteration 95Q: 3 clusters Score -8538949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8538945.000000 Penalty: 3611.739502
	Iteration 96Q: 3 clusters Score -8538945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8538948.000000 Penalty: 3611.739502
	Iteration 97Q: 3 clusters Score -8538948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8538948.000000 Penalty: 3611.739502
	Iteration 98F: 3 clusters Score -8538948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Entering Unmasked Estep 
Score: -7343739.500000 Penalty: 1781.238647
	Iteration 0F: 2 clusters Score -7343740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -7305443.500000 Penalty: 3562.477295
	Iteration 0F: 3 clusters Score -7305444 nChanged 27084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7320995.500000 Penalty: 3562.477295
	Iteration 1F: 3 clusters Score -7320996 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7321753.500000 Penalty: 3562.477295
	Iteration 2Q: 3 clusters Score -7321754 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7322708.000000 Penalty: 3562.477295
	Iteration 3Q: 3 clusters Score -7322708 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -7323969.000000 Penalty: 3562.477295
	Iteration 4Q: 3 clusters Score -7323969 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7325797.000000 Penalty: 3562.477295
	Iteration 5Q: 3 clusters Score -7325797 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7328171.500000 Penalty: 3562.477295
	Iteration 6F: 3 clusters Score -7328172 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7330733.000000 Penalty: 3562.477295
	Iteration 7F: 3 clusters Score -7330733 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -7333139.000000 Penalty: 3562.477295
	Iteration 8F: 3 clusters Score -7333139 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -7334851.000000 Penalty: 3562.477295
	Iteration 9Q: 3 clusters Score -7334851 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7335979.000000 Penalty: 3562.477295
	Iteration 10Q: 3 clusters Score -7335979 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -7336719.000000 Penalty: 3562.477295
	Iteration 11Q: 3 clusters Score -7336719 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -7337305.000000 Penalty: 3562.477295
	Iteration 12Q: 3 clusters Score -7337305 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -7337707.500000 Penalty: 3562.477295
	Iteration 13Q: 3 clusters Score -7337708 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -7338086.500000 Penalty: 3562.477295
	Iteration 14Q: 3 clusters Score -7338086 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -7338512.500000 Penalty: 3562.477295
	Iteration 15Q: 3 clusters Score -7338512 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7338996.000000 Penalty: 3562.477295
	Iteration 16Q: 3 clusters Score -7338996 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7339406.500000 Penalty: 3562.477295
	Iteration 17Q: 3 clusters Score -7339406 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7339841.000000 Penalty: 3562.477295
	Iteration 18Q: 3 clusters Score -7339841 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -7340293.000000 Penalty: 3562.477295
	Iteration 19Q: 3 clusters Score -7340293 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7340640.000000 Penalty: 3562.477295
	Iteration 20F: 3 clusters Score -7340640 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7340963.000000 Penalty: 3562.477295
	Iteration 21Q: 3 clusters Score -7340963 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7341202.000000 Penalty: 3562.477295
	Iteration 22Q: 3 clusters Score -7341202 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7341426.000000 Penalty: 3562.477295
	Iteration 23Q: 3 clusters Score -7341426 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7341594.000000 Penalty: 3562.477295
	Iteration 24Q: 3 clusters Score -7341594 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7341724.500000 Penalty: 3562.477295
	Iteration 25Q: 3 clusters Score -7341724 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7341805.000000 Penalty: 3562.477295
	Iteration 26Q: 3 clusters Score -7341805 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7341885.500000 Penalty: 3562.477295
	Iteration 27Q: 3 clusters Score -7341886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7341941.000000 Penalty: 3562.477295
	Iteration 28Q: 3 clusters Score -7341941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7341986.000000 Penalty: 3562.477295
	Iteration 29Q: 3 clusters Score -7341986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7342029.500000 Penalty: 3562.477295
	Iteration 30Q: 3 clusters Score -7342030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7342060.000000 Penalty: 3562.477295
	Iteration 31Q: 3 clusters Score -7342060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7342094.500000 Penalty: 3562.477295
	Iteration 32Q: 3 clusters Score -7342094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7342114.000000 Penalty: 3562.477295
	Iteration 33Q: 3 clusters Score -7342114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7342131.500000 Penalty: 3562.477295
	Iteration 34Q: 3 clusters Score -7342132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7342144.000000 Penalty: 3562.477295
	Iteration 35Q: 3 clusters Score -7342144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7342145.000000 Penalty: 3562.477295
	Iteration 36Q: 3 clusters Score -7342145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7342152.000000 Penalty: 3562.477295
	Iteration 37Q: 3 clusters Score -7342152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7342155.000000 Penalty: 3562.477295
	Iteration 38Q: 3 clusters Score -7342155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7342159.000000 Penalty: 3562.477295
	Iteration 39Q: 3 clusters Score -7342159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7342157.500000 Penalty: 3562.477295
	Iteration 40F: 3 clusters Score -7342158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7342165.000000 Penalty: 3562.477295
	Iteration 41Q: 3 clusters Score -7342165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7342168.500000 Penalty: 3562.477295
	Iteration 42Q: 3 clusters Score -7342168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7342179.500000 Penalty: 3562.477295
	Iteration 43Q: 3 clusters Score -7342180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7342174.500000 Penalty: 3562.477295
	Iteration 44Q: 3 clusters Score -7342174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7342174.000000 Penalty: 3562.477295
	Iteration 45Q: 3 clusters Score -7342174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7342174.000000 Penalty: 3562.477295
	Iteration 46F: 3 clusters Score -7342174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15191.126953 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -15191.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14738.947266 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -14738.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14949.798828 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -14949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14980.358398 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -14980.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14984.960938 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -14984.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14988.452148 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -14988.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15013.320312 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -15013.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15032.917969 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -15032.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15032.917969 Penalty: 1669.134521
	Iteration 7F: 3 clusters Score -15032.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -116088.289062 Penalty: 1110.367676
	Iteration 0F: 2 clusters Score -116088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114680.429688 Penalty: 2220.735352
	Iteration 0F: 3 clusters Score -114680.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114925.375000 Penalty: 2220.735352
	Iteration 1F: 3 clusters Score -114925.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115004.523438 Penalty: 2220.735352
	Iteration 2F: 3 clusters Score -115004.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115031.492188 Penalty: 2220.735352
	Iteration 3Q: 3 clusters Score -115031.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115040.789062 Penalty: 2220.735352
	Iteration 4Q: 3 clusters Score -115040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115048.414062 Penalty: 2220.735352
	Iteration 5Q: 3 clusters Score -115048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115054.468750 Penalty: 2220.735352
	Iteration 6Q: 3 clusters Score -115054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115056.750000 Penalty: 2220.735352
	Iteration 7Q: 3 clusters Score -115056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115059.515625 Penalty: 2220.735352
	Iteration 8Q: 3 clusters Score -115059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115061.210938 Penalty: 2220.735352
	Iteration 9Q: 3 clusters Score -115061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115061.875000 Penalty: 2220.735352
	Iteration 10Q: 3 clusters Score -115061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115061.875000 Penalty: 2220.735352
	Iteration 11F: 3 clusters Score -115061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -46588.855469 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -46588.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45655.757812 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -45655.76 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46011.328125 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -46011.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46324.511719 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -46324.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46682.285156 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -46682.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -46850.289062 Penalty: 2005.123413
	Iteration 4F: 3 clusters Score -46850.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46880.214844 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -46880.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46882.769531 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -46882.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46882.769531 Penalty: 2005.123413
	Iteration 7F: 3 clusters Score -46882.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 67585 members 
Mstep: Class 4 contains 67040 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 57611 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 103 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 36710 members 
Mstep: Class 13 contains 23665 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 70475 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 68217 members 
Entering Unmasked Estep 
Score: -61632008.000000 Penalty: 38346.355469
Splitting cluster 9 changes total score from -61632812.000000 to -61632008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -16472.074219 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -16472.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15914.388672 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -15914.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16089.041016 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -16089.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16146.982422 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -16146.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16180.845703 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -16180.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16199.392578 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -16199.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16200.257812 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -16200.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16201.586914 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -16201.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16201.586914 Penalty: 1728.389038
	Iteration 7F: 3 clusters Score -16201.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Entering Unmasked Estep 
Score: -4484974.500000 Penalty: 1708.005737
	Iteration 0F: 2 clusters Score -4484974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4460186.000000 Penalty: 3416.011475
	Iteration 0F: 3 clusters Score -4460186 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4469770.000000 Penalty: 3416.011475
	Iteration 1F: 3 clusters Score -4469770 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4470167.000000 Penalty: 3416.011475
	Iteration 2Q: 3 clusters Score -4470167 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4470509.000000 Penalty: 3416.011475
	Iteration 3Q: 3 clusters Score -4470509 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4470812.500000 Penalty: 3416.011475
	Iteration 4Q: 3 clusters Score -4470812 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4471164.500000 Penalty: 3416.011475
	Iteration 5Q: 3 clusters Score -4471164 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4471622.000000 Penalty: 3416.011475
	Iteration 6Q: 3 clusters Score -4471622 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4472285.000000 Penalty: 3416.011475
	Iteration 7Q: 3 clusters Score -4472285 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4473301.000000 Penalty: 3416.011475
	Iteration 8F: 3 clusters Score -4473301 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4474872.000000 Penalty: 3416.011475
	Iteration 9F: 3 clusters Score -4474872 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4477069.500000 Penalty: 3416.011475
	Iteration 10F: 3 clusters Score -4477070 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4479433.000000 Penalty: 3416.011475
	Iteration 11F: 3 clusters Score -4479433 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4481312.000000 Penalty: 3416.011475
	Iteration 12F: 3 clusters Score -4481312 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4482434.500000 Penalty: 3416.011475
	Iteration 13Q: 3 clusters Score -4482434 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4482951.500000 Penalty: 3416.011475
	Iteration 14Q: 3 clusters Score -4482952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4483236.000000 Penalty: 3416.011475
	Iteration 15Q: 3 clusters Score -4483236 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4483363.000000 Penalty: 3416.011475
	Iteration 16Q: 3 clusters Score -4483363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4483452.000000 Penalty: 3416.011475
	Iteration 17Q: 3 clusters Score -4483452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4483503.000000 Penalty: 3416.011475
	Iteration 18Q: 3 clusters Score -4483503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4483535.500000 Penalty: 3416.011475
	Iteration 19Q: 3 clusters Score -4483536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4483549.500000 Penalty: 3416.011475
	Iteration 20F: 3 clusters Score -4483550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4483558.500000 Penalty: 3416.011475
	Iteration 21Q: 3 clusters Score -4483558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4483564.000000 Penalty: 3416.011475
	Iteration 22Q: 3 clusters Score -4483564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4483564.000000 Penalty: 3416.011475
	Iteration 23Q: 3 clusters Score -4483564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4483566.000000 Penalty: 3416.011475
	Iteration 24Q: 3 clusters Score -4483566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4483568.000000 Penalty: 3416.011475
	Iteration 25Q: 3 clusters Score -4483568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4483568.500000 Penalty: 3416.011475
	Iteration 26Q: 3 clusters Score -4483568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4483571.000000 Penalty: 3416.011475
	Iteration 27Q: 3 clusters Score -4483571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4483571.000000 Penalty: 3416.011475
	Iteration 28F: 3 clusters Score -4483571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Entering Unmasked Estep 
Score: -3000212.250000 Penalty: 1636.659790
	Iteration 0F: 2 clusters Score -3000212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2984271.000000 Penalty: 3273.319580
	Iteration 0F: 3 clusters Score -2984271 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2990153.750000 Penalty: 3273.319580
	Iteration 1F: 3 clusters Score -2990154 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2990535.250000 Penalty: 3273.319580
	Iteration 2Q: 3 clusters Score -2990535 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2990874.750000 Penalty: 3273.319580
	Iteration 3Q: 3 clusters Score -2990875 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2991237.750000 Penalty: 3273.319580
	Iteration 4Q: 3 clusters Score -2991238 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2991633.000000 Penalty: 3273.319580
	Iteration 5Q: 3 clusters Score -2991633 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2992075.250000 Penalty: 3273.319580
	Iteration 6Q: 3 clusters Score -2992075 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2992640.000000 Penalty: 3273.319580
	Iteration 7Q: 3 clusters Score -2992640 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2993406.500000 Penalty: 3273.319580
	Iteration 8F: 3 clusters Score -2993406 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2994410.500000 Penalty: 3273.319580
	Iteration 9F: 3 clusters Score -2994410 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2995654.500000 Penalty: 3273.319580
	Iteration 10F: 3 clusters Score -2995654 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2996941.750000 Penalty: 3273.319580
	Iteration 11F: 3 clusters Score -2996942 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2997959.250000 Penalty: 3273.319580
	Iteration 12Q: 3 clusters Score -2997959 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2998573.250000 Penalty: 3273.319580
	Iteration 13Q: 3 clusters Score -2998573 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2998861.250000 Penalty: 3273.319580
	Iteration 14Q: 3 clusters Score -2998861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2999004.750000 Penalty: 3273.319580
	Iteration 15Q: 3 clusters Score -2999005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2999068.250000 Penalty: 3273.319580
	Iteration 16Q: 3 clusters Score -2999068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2999103.750000 Penalty: 3273.319580
	Iteration 17Q: 3 clusters Score -2999104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2999115.000000 Penalty: 3273.319580
	Iteration 18Q: 3 clusters Score -2999115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2999121.500000 Penalty: 3273.319580
	Iteration 19Q: 3 clusters Score -2999122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2999131.000000 Penalty: 3273.319580
	Iteration 20F: 3 clusters Score -2999131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2999139.000000 Penalty: 3273.319580
	Iteration 21Q: 3 clusters Score -2999139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2999145.500000 Penalty: 3273.319580
	Iteration 22Q: 3 clusters Score -2999146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2999148.750000 Penalty: 3273.319580
	Iteration 23Q: 3 clusters Score -2999149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2999152.000000 Penalty: 3273.319580
	Iteration 24Q: 3 clusters Score -2999152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2999155.250000 Penalty: 3273.319580
	Iteration 25Q: 3 clusters Score -2999155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2999155.250000 Penalty: 3273.319580
	Iteration 26F: 3 clusters Score -2999155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -81221.046875 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -81221.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80006.023438 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -80006.02 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80301.703125 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -80301.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80448.171875 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -80448.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80526.679688 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -80526.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80575.867188 Penalty: 2136.446045
	Iteration 4Q: 3 clusters Score -80575.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -80609.960938 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -80609.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80643.710938 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -80643.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80661.015625 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -80661.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80666.835938 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -80666.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80668.601562 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -80668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80668.601562 Penalty: 2136.446045
	Iteration 10F: 3 clusters Score -80668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Entering Unmasked Estep 
Score: -9024864.000000 Penalty: 1813.989746
	Iteration 0F: 2 clusters Score -9024864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -8978754.000000 Penalty: 3627.979492
	Iteration 0F: 3 clusters Score -8978754 nChanged 33473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -8997552.000000 Penalty: 3627.979492
	Iteration 1F: 3 clusters Score -8997552 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -8997923.000000 Penalty: 3627.979492
	Iteration 2Q: 3 clusters Score -8997923 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8998332.000000 Penalty: 3627.979492
	Iteration 3Q: 3 clusters Score -8998332 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8998818.000000 Penalty: 3627.979492
	Iteration 4Q: 3 clusters Score -8998818 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8999487.000000 Penalty: 3627.979492
	Iteration 5Q: 3 clusters Score -8999487 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9000489.000000 Penalty: 3627.979492
	Iteration 6Q: 3 clusters Score -9000489 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -9002233.000000 Penalty: 3627.979492
	Iteration 7Q: 3 clusters Score -9002233 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9005211.000000 Penalty: 3627.979492
	Iteration 8F: 3 clusters Score -9005211 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -9009640.000000 Penalty: 3627.979492
	Iteration 9F: 3 clusters Score -9009640 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -9014977.000000 Penalty: 3627.979492
	Iteration 10F: 3 clusters Score -9014977 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -9019400.000000 Penalty: 3627.979492
	Iteration 11F: 3 clusters Score -9019400 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -9021783.000000 Penalty: 3627.979492
	Iteration 12Q: 3 clusters Score -9021783 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -9022728.000000 Penalty: 3627.979492
	Iteration 13Q: 3 clusters Score -9022728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -9023024.000000 Penalty: 3627.979492
	Iteration 14Q: 3 clusters Score -9023024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -9023156.000000 Penalty: 3627.979492
	Iteration 15Q: 3 clusters Score -9023156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -9023228.000000 Penalty: 3627.979492
	Iteration 16Q: 3 clusters Score -9023228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -9023233.000000 Penalty: 3627.979492
	Iteration 17Q: 3 clusters Score -9023233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -9023248.000000 Penalty: 3627.979492
	Iteration 18Q: 3 clusters Score -9023248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3627.979492
	Iteration 19Q: 3 clusters Score -9023259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -9023253.000000 Penalty: 3627.979492
	Iteration 20F: 3 clusters Score -9023253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -9023261.000000 Penalty: 3627.979492
	Iteration 21Q: 3 clusters Score -9023261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3627.979492
	Iteration 22Q: 3 clusters Score -9023259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -9023260.000000 Penalty: 3627.979492
	Iteration 23Q: 3 clusters Score -9023260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9023257.000000 Penalty: 3627.979492
	Iteration 24Q: 3 clusters Score -9023257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3627.979492
	Iteration 25Q: 3 clusters Score -9023259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3627.979492
	Iteration 26F: 3 clusters Score -9023259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Entering Unmasked Estep 
Score: -4032735.500000 Penalty: 1683.910278
	Iteration 0F: 2 clusters Score -4032736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4011537.000000 Penalty: 3367.820557
	Iteration 0F: 3 clusters Score -4011537 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4019650.250000 Penalty: 3367.820557
	Iteration 1F: 3 clusters Score -4019650 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4020094.250000 Penalty: 3367.820557
	Iteration 2Q: 3 clusters Score -4020094 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4020555.750000 Penalty: 3367.820557
	Iteration 3Q: 3 clusters Score -4020556 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4021116.000000 Penalty: 3367.820557
	Iteration 4Q: 3 clusters Score -4021116 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4021702.250000 Penalty: 3367.820557
	Iteration 5Q: 3 clusters Score -4021702 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4022489.500000 Penalty: 3367.820557
	Iteration 6Q: 3 clusters Score -4022490 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4023517.000000 Penalty: 3367.820557
	Iteration 7F: 3 clusters Score -4023517 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4024795.250000 Penalty: 3367.820557
	Iteration 8F: 3 clusters Score -4024795 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4026175.750000 Penalty: 3367.820557
	Iteration 9F: 3 clusters Score -4026176 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4027479.000000 Penalty: 3367.820557
	Iteration 10Q: 3 clusters Score -4027479 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4028431.250000 Penalty: 3367.820557
	Iteration 11Q: 3 clusters Score -4028431 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4029151.250000 Penalty: 3367.820557
	Iteration 12Q: 3 clusters Score -4029151 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4029701.500000 Penalty: 3367.820557
	Iteration 13Q: 3 clusters Score -4029702 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4030155.000000 Penalty: 3367.820557
	Iteration 14Q: 3 clusters Score -4030155 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4030477.750000 Penalty: 3367.820557
	Iteration 15Q: 3 clusters Score -4030478 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4030711.500000 Penalty: 3367.820557
	Iteration 16Q: 3 clusters Score -4030712 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4030904.000000 Penalty: 3367.820557
	Iteration 17Q: 3 clusters Score -4030904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4031039.000000 Penalty: 3367.820557
	Iteration 18Q: 3 clusters Score -4031039 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4031100.750000 Penalty: 3367.820557
	Iteration 19Q: 3 clusters Score -4031101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4031164.000000 Penalty: 3367.820557
	Iteration 20F: 3 clusters Score -4031164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4031196.750000 Penalty: 3367.820557
	Iteration 21Q: 3 clusters Score -4031197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4031216.500000 Penalty: 3367.820557
	Iteration 22Q: 3 clusters Score -4031216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4031230.500000 Penalty: 3367.820557
	Iteration 23Q: 3 clusters Score -4031230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4031239.500000 Penalty: 3367.820557
	Iteration 24Q: 3 clusters Score -4031240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4031242.000000 Penalty: 3367.820557
	Iteration 25Q: 3 clusters Score -4031242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4031244.000000 Penalty: 3367.820557
	Iteration 26Q: 3 clusters Score -4031244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4031250.250000 Penalty: 3367.820557
	Iteration 27Q: 3 clusters Score -4031250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4031251.000000 Penalty: 3367.820557
	Iteration 28Q: 3 clusters Score -4031251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4031252.000000 Penalty: 3367.820557
	Iteration 29Q: 3 clusters Score -4031252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4031263.000000 Penalty: 3367.820557
	Iteration 30Q: 3 clusters Score -4031263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4031269.000000 Penalty: 3367.820557
	Iteration 31Q: 3 clusters Score -4031269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4031272.250000 Penalty: 3367.820557
	Iteration 32Q: 3 clusters Score -4031272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4031272.250000 Penalty: 3367.820557
	Iteration 33F: 3 clusters Score -4031272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Entering Unmasked Estep 
Score: -7505095.000000 Penalty: 1783.167725
	Iteration 0F: 2 clusters Score -7505095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -7466246.000000 Penalty: 3566.335449
	Iteration 0F: 3 clusters Score -7466246 nChanged 27578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -7482015.500000 Penalty: 3566.335449
	Iteration 1F: 3 clusters Score -7482016 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7482638.500000 Penalty: 3566.335449
	Iteration 2Q: 3 clusters Score -7482638 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -7483420.000000 Penalty: 3566.335449
	Iteration 3Q: 3 clusters Score -7483420 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -7484425.000000 Penalty: 3566.335449
	Iteration 4Q: 3 clusters Score -7484425 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -7485838.500000 Penalty: 3566.335449
	Iteration 5Q: 3 clusters Score -7485838 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -7487953.000000 Penalty: 3566.335449
	Iteration 6F: 3 clusters Score -7487953 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -7490523.500000 Penalty: 3566.335449
	Iteration 7F: 3 clusters Score -7490524 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -7493141.000000 Penalty: 3566.335449
	Iteration 8F: 3 clusters Score -7493141 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7494962.500000 Penalty: 3566.335449
	Iteration 9F: 3 clusters Score -7494962 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -7495976.500000 Penalty: 3566.335449
	Iteration 10Q: 3 clusters Score -7495976 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -7496375.000000 Penalty: 3566.335449
	Iteration 11Q: 3 clusters Score -7496375 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -7496616.000000 Penalty: 3566.335449
	Iteration 12Q: 3 clusters Score -7496616 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -7496834.000000 Penalty: 3566.335449
	Iteration 13Q: 3 clusters Score -7496834 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -7497079.000000 Penalty: 3566.335449
	Iteration 14Q: 3 clusters Score -7497079 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -7497345.500000 Penalty: 3566.335449
	Iteration 15Q: 3 clusters Score -7497346 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -7497640.000000 Penalty: 3566.335449
	Iteration 16Q: 3 clusters Score -7497640 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7497900.500000 Penalty: 3566.335449
	Iteration 17Q: 3 clusters Score -7497900 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -7498179.000000 Penalty: 3566.335449
	Iteration 18Q: 3 clusters Score -7498179 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -7498531.500000 Penalty: 3566.335449
	Iteration 19Q: 3 clusters Score -7498532 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -7498907.500000 Penalty: 3566.335449
	Iteration 20F: 3 clusters Score -7498908 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -7499143.500000 Penalty: 3566.335449
	Iteration 21Q: 3 clusters Score -7499144 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -7499441.000000 Penalty: 3566.335449
	Iteration 22Q: 3 clusters Score -7499441 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -7499725.000000 Penalty: 3566.335449
	Iteration 23Q: 3 clusters Score -7499725 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -7500032.000000 Penalty: 3566.335449
	Iteration 24Q: 3 clusters Score -7500032 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -7500303.500000 Penalty: 3566.335449
	Iteration 25Q: 3 clusters Score -7500304 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -7500643.000000 Penalty: 3566.335449
	Iteration 26Q: 3 clusters Score -7500643 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -7500995.500000 Penalty: 3566.335449
	Iteration 27Q: 3 clusters Score -7500996 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -7501283.500000 Penalty: 3566.335449
	Iteration 28Q: 3 clusters Score -7501284 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7501607.000000 Penalty: 3566.335449
	Iteration 29Q: 3 clusters Score -7501607 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7501864.500000 Penalty: 3566.335449
	Iteration 30Q: 3 clusters Score -7501864 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7502134.000000 Penalty: 3566.335449
	Iteration 31Q: 3 clusters Score -7502134 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7502306.500000 Penalty: 3566.335449
	Iteration 32Q: 3 clusters Score -7502306 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7502466.000000 Penalty: 3566.335449
	Iteration 33Q: 3 clusters Score -7502466 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7502642.000000 Penalty: 3566.335449
	Iteration 34Q: 3 clusters Score -7502642 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7502785.000000 Penalty: 3566.335449
	Iteration 35Q: 3 clusters Score -7502785 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7502895.500000 Penalty: 3566.335449
	Iteration 36Q: 3 clusters Score -7502896 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7503016.000000 Penalty: 3566.335449
	Iteration 37Q: 3 clusters Score -7503016 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7503118.500000 Penalty: 3566.335449
	Iteration 38Q: 3 clusters Score -7503118 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7503194.000000 Penalty: 3566.335449
	Iteration 39Q: 3 clusters Score -7503194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7503260.000000 Penalty: 3566.335449
	Iteration 40F: 3 clusters Score -7503260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7503320.500000 Penalty: 3566.335449
	Iteration 41Q: 3 clusters Score -7503320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7503386.000000 Penalty: 3566.335449
	Iteration 42Q: 3 clusters Score -7503386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7503427.500000 Penalty: 3566.335449
	Iteration 43Q: 3 clusters Score -7503428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7503458.000000 Penalty: 3566.335449
	Iteration 44Q: 3 clusters Score -7503458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7503499.500000 Penalty: 3566.335449
	Iteration 45Q: 3 clusters Score -7503500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7503510.500000 Penalty: 3566.335449
	Iteration 46Q: 3 clusters Score -7503510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7503528.000000 Penalty: 3566.335449
	Iteration 47Q: 3 clusters Score -7503528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7503541.000000 Penalty: 3566.335449
	Iteration 48Q: 3 clusters Score -7503541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7503561.000000 Penalty: 3566.335449
	Iteration 49Q: 3 clusters Score -7503561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7503561.500000 Penalty: 3566.335449
	Iteration 50Q: 3 clusters Score -7503562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7503568.000000 Penalty: 3566.335449
	Iteration 51Q: 3 clusters Score -7503568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7503571.500000 Penalty: 3566.335449
	Iteration 52Q: 3 clusters Score -7503572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7503572.000000 Penalty: 3566.335449
	Iteration 53Q: 3 clusters Score -7503572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7503585.000000 Penalty: 3566.335449
	Iteration 54Q: 3 clusters Score -7503585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7503587.000000 Penalty: 3566.335449
	Iteration 55Q: 3 clusters Score -7503587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7503590.500000 Penalty: 3566.335449
	Iteration 56Q: 3 clusters Score -7503590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7503592.000000 Penalty: 3566.335449
	Iteration 57Q: 3 clusters Score -7503592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7503594.000000 Penalty: 3566.335449
	Iteration 58Q: 3 clusters Score -7503594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7503594.000000 Penalty: 3566.335449
	Iteration 59Q: 3 clusters Score -7503594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7503599.000000 Penalty: 3566.335449
	Iteration 60F: 3 clusters Score -7503599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7503603.000000 Penalty: 3566.335449
	Iteration 61Q: 3 clusters Score -7503603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7503600.000000 Penalty: 3566.335449
	Iteration 62Q: 3 clusters Score -7503600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7503607.500000 Penalty: 3566.335449
	Iteration 63Q: 3 clusters Score -7503608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7503614.500000 Penalty: 3566.335449
	Iteration 64Q: 3 clusters Score -7503614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7503623.500000 Penalty: 3566.335449
	Iteration 65Q: 3 clusters Score -7503624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7503628.000000 Penalty: 3566.335449
	Iteration 66Q: 3 clusters Score -7503628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7503633.000000 Penalty: 3566.335449
	Iteration 67Q: 3 clusters Score -7503633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7503635.000000 Penalty: 3566.335449
	Iteration 68Q: 3 clusters Score -7503635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7503639.500000 Penalty: 3566.335449
	Iteration 69Q: 3 clusters Score -7503640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7503640.000000 Penalty: 3566.335449
	Iteration 70Q: 3 clusters Score -7503640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7503646.000000 Penalty: 3566.335449
	Iteration 71Q: 3 clusters Score -7503646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7503649.500000 Penalty: 3566.335449
	Iteration 72Q: 3 clusters Score -7503650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7503659.500000 Penalty: 3566.335449
	Iteration 73Q: 3 clusters Score -7503660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7503659.000000 Penalty: 3566.335449
	Iteration 74Q: 3 clusters Score -7503659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7503659.000000 Penalty: 3566.335449
	Iteration 75F: 3 clusters Score -7503659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26930.708984 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -26930.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26298.533203 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -26298.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26617.724609 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -26617.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26702.789062 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -26702.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26743.109375 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -26743.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26746.087891 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -26746.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26746.988281 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -26746.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26746.988281 Penalty: 1828.976929
	Iteration 6F: 3 clusters Score -26746.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Entering Unmasked Estep 
Score: -8690296.000000 Penalty: 1808.697998
	Iteration 0F: 2 clusters Score -8690296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -8645132.000000 Penalty: 3617.395996
	Iteration 0F: 3 clusters Score -8645132 nChanged 32468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -8663810.000000 Penalty: 3617.395996
	Iteration 1F: 3 clusters Score -8663810 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8664795.000000 Penalty: 3617.395996
	Iteration 2Q: 3 clusters Score -8664795 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8666463.000000 Penalty: 3617.395996
	Iteration 3F: 3 clusters Score -8666463 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -8669402.000000 Penalty: 3617.395996
	Iteration 4F: 3 clusters Score -8669402 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -8674240.000000 Penalty: 3617.395996
	Iteration 5F: 3 clusters Score -8674240 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -8680374.000000 Penalty: 3617.395996
	Iteration 6F: 3 clusters Score -8680374 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -8685121.000000 Penalty: 3617.395996
	Iteration 7F: 3 clusters Score -8685121 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8687462.000000 Penalty: 3617.395996
	Iteration 8Q: 3 clusters Score -8687462 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8688324.000000 Penalty: 3617.395996
	Iteration 9Q: 3 clusters Score -8688324 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8688570.000000 Penalty: 3617.395996
	Iteration 10Q: 3 clusters Score -8688570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8688665.000000 Penalty: 3617.395996
	Iteration 11Q: 3 clusters Score -8688665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8688700.000000 Penalty: 3617.395996
	Iteration 12Q: 3 clusters Score -8688700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8688730.000000 Penalty: 3617.395996
	Iteration 13Q: 3 clusters Score -8688730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8688738.000000 Penalty: 3617.395996
	Iteration 14Q: 3 clusters Score -8688738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8688746.000000 Penalty: 3617.395996
	Iteration 15Q: 3 clusters Score -8688746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8688746.000000 Penalty: 3617.395996
	Iteration 16Q: 3 clusters Score -8688746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8688754.000000 Penalty: 3617.395996
	Iteration 17Q: 3 clusters Score -8688754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8688754.000000 Penalty: 3617.395996
	Iteration 18F: 3 clusters Score -8688754 nChanged 0
22->18 Clusters: Score -61632812.000000, best is -61631824.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22472 members 
Mstep: Class 3 contains 22372 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 22203 members 
Mstep: Class 6 contains 22356 members 
Mstep: Class 7 contains 22680 members 
Mstep: Class 8 contains 22320 members 
Mstep: Class 9 contains 22392 members 
Mstep: Class 10 contains 22620 members 
Mstep: Class 11 contains 22218 members 
Mstep: Class 12 contains 22440 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 22431 members 
Mstep: Class 15 contains 22439 members 
Mstep: Class 16 contains 22493 members 
Mstep: Class 17 contains 22447 members 
Mstep: Class 18 contains 22040 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 22356 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 22597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 585.437988 but Gain 2130.355469
Score: -59654380.000000 Penalty: 44737.414062
Iteration 0F: 22 clusters Score -5.965438e+07 nChanged 471125
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 25817 members 
Mstep: Class 3 contains 16271 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 12137 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 56090 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 12269 members 
Mstep: Class 12 contains 39000 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 237064 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 5096 members 
Mstep: Class 19 contains 42803 members 
Mstep: Class 20 contains 9316 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1206.159424 but Gain 2130.351562
Score: -61027200.000000 Penalty: 42607.062500
Iteration 1F: 21 clusters Score -6.10272e+07 nChanged 126538
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 68600 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 12528 members 
Mstep: Class 12 contains 36061 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 248587 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 2672 members 
Mstep: Class 19 contains 43710 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1657.209229 but Gain 2130.355469
Score: -61141932.000000 Penalty: 40476.707031
Iteration 2F: 20 clusters Score -6.114193e+07 nChanged 81946
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 26059 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 3583 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 85281 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 36829 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 228170 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 45489 members 
Mstep: Class 20 contains 6290 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2031.224609 but Gain 2130.351562
Score: -61238140.000000 Penalty: 38346.355469
Iteration 3F: 19 clusters Score -6.123814e+07 nChanged 76930
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 29251 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 104161 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 23791 members 
Mstep: Class 12 contains 36882 members 
Mstep: Class 14 contains 8306 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 199506 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 19 contains 45555 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 22 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1927.880005 but Gain 2130.351562
Score: -61304628.000000 Penalty: 36216.003906
Iteration 4F: 18 clusters Score -6.130463e+07 nChanged 77398
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 33497 members 
Mstep: Class 3 contains 16575 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 121029 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 726 members 
Mstep: Class 11 contains 29885 members 
Mstep: Class 12 contains 37376 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 16 contains 166218 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 19 contains 45299 members 
Mstep: Class 20 contains 8000 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1547.565918 but Gain 2130.355469
Score: -61379464.000000 Penalty: 34085.648438
Iteration 5F: 17 clusters Score -6.137946e+07 nChanged 71522
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 35436 members 
Mstep: Class 3 contains 16087 members 
Mstep: Class 5 contains 11335 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 135582 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 34542 members 
Mstep: Class 12 contains 38853 members 
Mstep: Class 14 contains 16990 members 
Mstep: Class 16 contains 139090 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 19 contains 44836 members 
Mstep: Class 20 contains 9731 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61428000.000000 Penalty: 34085.648438
Iteration 6F: 17 clusters Score -6.1428e+07 nChanged 60026
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 37235 members 
Mstep: Class 3 contains 14849 members 
Mstep: Class 5 contains 13021 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 128297 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 37854 members 
Mstep: Class 12 contains 40493 members 
Mstep: Class 14 contains 20321 members 
Mstep: Class 16 contains 132313 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 19 contains 46262 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 22 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61466052.000000 Penalty: 34085.648438
Iteration 7F: 17 clusters Score -6.146605e+07 nChanged 42227
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 39144 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 5 contains 14702 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 118199 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 12 contains 41484 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 16 contains 129776 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 19 contains 48785 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 22 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61496500.000000 Penalty: 34085.648438
Iteration 8F: 17 clusters Score -6.14965e+07 nChanged 34334
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 40551 members 
Mstep: Class 3 contains 12231 members 
Mstep: Class 5 contains 16418 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 111681 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 12 contains 41554 members 
Mstep: Class 14 contains 25750 members 
Mstep: Class 16 contains 126069 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 19 contains 52314 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 22 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61519400.000000 Penalty: 34085.648438
Iteration 9F: 17 clusters Score -6.15194e+07 nChanged 28836
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 41707 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 5 contains 17910 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 106253 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 42088 members 
Mstep: Class 12 contains 40995 members 
Mstep: Class 14 contains 27823 members 
Mstep: Class 16 contains 123235 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 19 contains 56446 members 
Mstep: Class 20 contains 15449 members 
Mstep: Class 22 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61532164.000000 Penalty: 34085.648438
Iteration 10F: 17 clusters Score -6.153216e+07 nChanged 24914
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 42775 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 101432 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 42367 members 
Mstep: Class 12 contains 40049 members 
Mstep: Class 14 contains 29533 members 
Mstep: Class 16 contains 121067 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 19 contains 60538 members 
Mstep: Class 20 contains 16509 members 
Mstep: Class 22 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61541848.000000 Penalty: 34085.648438
Iteration 11F: 17 clusters Score -6.154185e+07 nChanged 21125
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 43867 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 5 contains 20647 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 97023 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 498 members 
Mstep: Class 11 contains 42497 members 
Mstep: Class 12 contains 38945 members 
Mstep: Class 14 contains 30921 members 
Mstep: Class 16 contains 119072 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 19 contains 64360 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 22 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61550548.000000 Penalty: 34085.648438
Iteration 12Q: 17 clusters Score -6.155055e+07 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 44964 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 5 contains 21958 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 92742 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 42398 members 
Mstep: Class 12 contains 37634 members 
Mstep: Class 14 contains 32062 members 
Mstep: Class 16 contains 117095 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 19 contains 68422 members 
Mstep: Class 20 contains 18844 members 
Mstep: Class 22 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61558244.000000 Penalty: 34085.648438
Iteration 13Q: 17 clusters Score -6.155824e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 46131 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 5 contains 23206 members 
Mstep: Class 7 contains 749 members 
Mstep: Class 8 contains 88480 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 36270 members 
Mstep: Class 14 contains 32950 members 
Mstep: Class 16 contains 115187 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 19 contains 72406 members 
Mstep: Class 20 contains 20105 members 
Mstep: Class 22 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61564684.000000 Penalty: 34085.648438
Iteration 14Q: 17 clusters Score -6.156468e+07 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 47284 members 
Mstep: Class 3 contains 5635 members 
Mstep: Class 5 contains 24386 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 84367 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 442 members 
Mstep: Class 11 contains 42061 members 
Mstep: Class 12 contains 34834 members 
Mstep: Class 14 contains 33594 members 
Mstep: Class 16 contains 113497 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 19 contains 76136 members 
Mstep: Class 20 contains 21480 members 
Mstep: Class 22 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570732.000000 Penalty: 34085.648438
Iteration 15Q: 17 clusters Score -6.157073e+07 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 48539 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 5 contains 25485 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 80344 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 41827 members 
Mstep: Class 12 contains 33383 members 
Mstep: Class 14 contains 34066 members 
Mstep: Class 16 contains 111894 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 19 contains 79581 members 
Mstep: Class 20 contains 22898 members 
Mstep: Class 22 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61576380.000000 Penalty: 34085.648438
Iteration 16Q: 17 clusters Score -6.157638e+07 nChanged 15209
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 76873 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 41488 members 
Mstep: Class 12 contains 31987 members 
Mstep: Class 14 contains 34407 members 
Mstep: Class 16 contains 110255 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 19 contains 82461 members 
Mstep: Class 20 contains 24403 members 
Mstep: Class 22 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61582728.000000 Penalty: 34085.648438
Iteration 17Q: 17 clusters Score -6.158273e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 51033 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 5 contains 27406 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 74039 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 41214 members 
Mstep: Class 12 contains 30584 members 
Mstep: Class 14 contains 34606 members 
Mstep: Class 16 contains 108854 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 19 contains 84769 members 
Mstep: Class 20 contains 25939 members 
Mstep: Class 22 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588316.000000 Penalty: 34085.648438
Iteration 18Q: 17 clusters Score -6.158832e+07 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 51997 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 5 contains 28256 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 71870 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 40844 members 
Mstep: Class 12 contains 29253 members 
Mstep: Class 14 contains 34734 members 
Mstep: Class 16 contains 107492 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 19 contains 86624 members 
Mstep: Class 20 contains 27490 members 
Mstep: Class 22 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61594940.000000 Penalty: 34085.648438
Iteration 19Q: 17 clusters Score -6.159494e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 52706 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 5 contains 29005 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 70424 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 40468 members 
Mstep: Class 12 contains 28046 members 
Mstep: Class 14 contains 34803 members 
Mstep: Class 16 contains 106007 members 
Mstep: Class 17 contains 2837 members 
Mstep: Class 19 contains 88138 members 
Mstep: Class 20 contains 29094 members 
Mstep: Class 22 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601392.000000 Penalty: 34085.648438
Iteration 20F: 17 clusters Score -6.160139e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 53175 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 69566 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 398 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 27073 members 
Mstep: Class 14 contains 34802 members 
Mstep: Class 16 contains 104411 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 19 contains 89268 members 
Mstep: Class 20 contains 30785 members 
Mstep: Class 22 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606120.000000 Penalty: 34085.648438
Iteration 21Q: 17 clusters Score -6.160612e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 53546 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 5 contains 30300 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 39596 members 
Mstep: Class 12 contains 26348 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 16 contains 102735 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 19 contains 90126 members 
Mstep: Class 20 contains 32511 members 
Mstep: Class 22 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610264.000000 Penalty: 34085.648438
Iteration 22Q: 17 clusters Score -6.161026e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 53912 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 5 contains 30859 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 68864 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 368 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 25738 members 
Mstep: Class 14 contains 34693 members 
Mstep: Class 16 contains 100653 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 19 contains 90909 members 
Mstep: Class 20 contains 34290 members 
Mstep: Class 22 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613544.000000 Penalty: 34085.648438
Iteration 23Q: 17 clusters Score -6.161354e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 54282 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 5 contains 31450 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 68840 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 38703 members 
Mstep: Class 12 contains 25300 members 
Mstep: Class 14 contains 34613 members 
Mstep: Class 16 contains 98333 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 19 contains 91642 members 
Mstep: Class 20 contains 36038 members 
Mstep: Class 22 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616124.000000 Penalty: 34085.648438
Iteration 24Q: 17 clusters Score -6.161612e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 54630 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 5 contains 31993 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 68885 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 38322 members 
Mstep: Class 12 contains 24966 members 
Mstep: Class 14 contains 34547 members 
Mstep: Class 16 contains 95951 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 19 contains 92298 members 
Mstep: Class 20 contains 37718 members 
Mstep: Class 22 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618044.000000 Penalty: 34085.648438
Iteration 25Q: 17 clusters Score -6.161804e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 54860 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 5 contains 32528 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 68906 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 24691 members 
Mstep: Class 14 contains 34468 members 
Mstep: Class 16 contains 93627 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 19 contains 92848 members 
Mstep: Class 20 contains 39504 members 
Mstep: Class 22 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619644.000000 Penalty: 34085.648438
Iteration 26Q: 17 clusters Score -6.161964e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 55077 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 68898 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 24500 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 16 contains 91280 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 19 contains 93290 members 
Mstep: Class 20 contains 41395 members 
Mstep: Class 22 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621372.000000 Penalty: 34085.648438
Iteration 27Q: 17 clusters Score -6.162137e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 55276 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 5 contains 33351 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 68938 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 37376 members 
Mstep: Class 12 contains 24355 members 
Mstep: Class 14 contains 34303 members 
Mstep: Class 16 contains 88970 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 19 contains 93669 members 
Mstep: Class 20 contains 43310 members 
Mstep: Class 22 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622832.000000 Penalty: 34085.648438
Iteration 28Q: 17 clusters Score -6.162283e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 55466 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 5 contains 33660 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 68966 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 37106 members 
Mstep: Class 12 contains 24215 members 
Mstep: Class 14 contains 34202 members 
Mstep: Class 16 contains 86792 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 19 contains 93994 members 
Mstep: Class 20 contains 45198 members 
Mstep: Class 22 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624144.000000 Penalty: 34085.648438
Iteration 29Q: 17 clusters Score -6.162414e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 55651 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 5 contains 33922 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 69051 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 36857 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 14 contains 34101 members 
Mstep: Class 16 contains 84659 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 19 contains 94274 members 
Mstep: Class 20 contains 47027 members 
Mstep: Class 22 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625320.000000 Penalty: 34085.648438
Iteration 30Q: 17 clusters Score -6.162532e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 55823 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 5 contains 34125 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 69092 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 36642 members 
Mstep: Class 12 contains 24005 members 
Mstep: Class 14 contains 34012 members 
Mstep: Class 16 contains 82706 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 19 contains 94471 members 
Mstep: Class 20 contains 48811 members 
Mstep: Class 22 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61626740.000000 Penalty: 34085.648438
Iteration 31Q: 17 clusters Score -6.162674e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 55967 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 69116 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 36463 members 
Mstep: Class 12 contains 23933 members 
Mstep: Class 14 contains 33929 members 
Mstep: Class 16 contains 80884 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 19 contains 94670 members 
Mstep: Class 20 contains 50475 members 
Mstep: Class 22 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627924.000000 Penalty: 34085.648438
Iteration 32Q: 17 clusters Score -6.162792e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 56123 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 5 contains 34470 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 69140 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 36269 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 14 contains 33892 members 
Mstep: Class 16 contains 79251 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 19 contains 94740 members 
Mstep: Class 20 contains 52019 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629032.000000 Penalty: 34085.648438
Iteration 33Q: 17 clusters Score -6.162903e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 56282 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 69119 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 36106 members 
Mstep: Class 12 contains 23835 members 
Mstep: Class 14 contains 33849 members 
Mstep: Class 16 contains 77757 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 19 contains 94792 members 
Mstep: Class 20 contains 53449 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629884.000000 Penalty: 34085.648438
Iteration 34Q: 17 clusters Score -6.162988e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 56419 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 5 contains 34765 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 69101 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 35962 members 
Mstep: Class 12 contains 23807 members 
Mstep: Class 14 contains 33805 members 
Mstep: Class 16 contains 76465 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 19 contains 94775 members 
Mstep: Class 20 contains 54774 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630548.000000 Penalty: 34085.648438
Iteration 35Q: 17 clusters Score -6.163055e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 56512 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 5 contains 34879 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 374 members 
Mstep: Class 11 contains 35864 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 14 contains 33751 members 
Mstep: Class 16 contains 75360 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 19 contains 94718 members 
Mstep: Class 20 contains 55939 members 
Mstep: Class 22 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630948.000000 Penalty: 34085.648438
Iteration 36Q: 17 clusters Score -6.163095e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 56614 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 5 contains 34982 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 69058 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 35758 members 
Mstep: Class 12 contains 23790 members 
Mstep: Class 14 contains 33669 members 
Mstep: Class 16 contains 74448 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 19 contains 94562 members 
Mstep: Class 20 contains 57066 members 
Mstep: Class 22 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631448.000000 Penalty: 34085.648438
Iteration 37Q: 17 clusters Score -6.163145e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 56689 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 5 contains 35078 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 69040 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 35675 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 14 contains 33567 members 
Mstep: Class 16 contains 73668 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 19 contains 94389 members 
Mstep: Class 20 contains 58073 members 
Mstep: Class 22 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61631948.000000 Penalty: 34085.648438
Iteration 38Q: 17 clusters Score -6.163195e+07 nChanged 2056
Entering ConstructFrom: 
Score: -61631948.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -268903.031250 Penalty: 1251.665405
	Iteration 0F: 2 clusters Score -268903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -266642.250000 Penalty: 2503.330811
	Iteration 0F: 3 clusters Score -266642.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -267156.937500 Penalty: 2503.330811
	Iteration 1F: 3 clusters Score -267156.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267278.218750 Penalty: 2503.330811
	Iteration 2F: 3 clusters Score -267278.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -267361.156250 Penalty: 2503.330811
	Iteration 3F: 3 clusters Score -267361.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -267427.562500 Penalty: 2503.330811
	Iteration 4Q: 3 clusters Score -267427.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -267478.937500 Penalty: 2503.330811
	Iteration 5Q: 3 clusters Score -267478.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -267524.312500 Penalty: 2503.330811
	Iteration 6Q: 3 clusters Score -267524.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267559.062500 Penalty: 2503.330811
	Iteration 7Q: 3 clusters Score -267559.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -267601.843750 Penalty: 2503.330811
	Iteration 8Q: 3 clusters Score -267601.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -267640.718750 Penalty: 2503.330811
	Iteration 9Q: 3 clusters Score -267640.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -267684.687500 Penalty: 2503.330811
	Iteration 10Q: 3 clusters Score -267684.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -267724.562500 Penalty: 2503.330811
	Iteration 11Q: 3 clusters Score -267724.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -267765.750000 Penalty: 2503.330811
	Iteration 12Q: 3 clusters Score -267765.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -267810.468750 Penalty: 2503.330811
	Iteration 13Q: 3 clusters Score -267810.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -267855.937500 Penalty: 2503.330811
	Iteration 14Q: 3 clusters Score -267855.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -267887.281250 Penalty: 2503.330811
	Iteration 15Q: 3 clusters Score -267887.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -267930.156250 Penalty: 2503.330811
	Iteration 16Q: 3 clusters Score -267930.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -267984.843750 Penalty: 2503.330811
	Iteration 17Q: 3 clusters Score -267984.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -268033.437500 Penalty: 2503.330811
	Iteration 18Q: 3 clusters Score -268033.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -268093.625000 Penalty: 2503.330811
	Iteration 19Q: 3 clusters Score -268093.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -268141.156250 Penalty: 2503.330811
	Iteration 20F: 3 clusters Score -268141.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -268185.968750 Penalty: 2503.330811
	Iteration 21Q: 3 clusters Score -268186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -268214.156250 Penalty: 2503.330811
	Iteration 22Q: 3 clusters Score -268214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -268227.125000 Penalty: 2503.330811
	Iteration 23Q: 3 clusters Score -268227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268236.218750 Penalty: 2503.330811
	Iteration 24Q: 3 clusters Score -268236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -268242.187500 Penalty: 2503.330811
	Iteration 25Q: 3 clusters Score -268242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -268243.812500 Penalty: 2503.330811
	Iteration 26Q: 3 clusters Score -268243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -268246.718750 Penalty: 2503.330811
	Iteration 27Q: 3 clusters Score -268246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -268247.343750 Penalty: 2503.330811
	Iteration 28Q: 3 clusters Score -268247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -268247.343750 Penalty: 2503.330811
	Iteration 29F: 3 clusters Score -268247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Entering Unmasked Estep 
Score: -7235390.000000 Penalty: 1778.743164
	Iteration 0F: 2 clusters Score -7235390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -7197354.500000 Penalty: 3557.486328
	Iteration 0F: 3 clusters Score -7197354 nChanged 26868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -7212901.000000 Penalty: 3557.486328
	Iteration 1F: 3 clusters Score -7212901 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7213712.500000 Penalty: 3557.486328
	Iteration 2Q: 3 clusters Score -7213712 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -7214671.500000 Penalty: 3557.486328
	Iteration 3Q: 3 clusters Score -7214672 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -7216040.000000 Penalty: 3557.486328
	Iteration 4F: 3 clusters Score -7216040 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -7218260.500000 Penalty: 3557.486328
	Iteration 5F: 3 clusters Score -7218260 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7221027.500000 Penalty: 3557.486328
	Iteration 6F: 3 clusters Score -7221028 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -7224318.000000 Penalty: 3557.486328
	Iteration 7F: 3 clusters Score -7224318 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -7227380.500000 Penalty: 3557.486328
	Iteration 8F: 3 clusters Score -7227380 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -7229515.000000 Penalty: 3557.486328
	Iteration 9Q: 3 clusters Score -7229515 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -7230939.500000 Penalty: 3557.486328
	Iteration 10Q: 3 clusters Score -7230940 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -7231799.500000 Penalty: 3557.486328
	Iteration 11Q: 3 clusters Score -7231800 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -7232405.500000 Penalty: 3557.486328
	Iteration 12Q: 3 clusters Score -7232406 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -7232773.500000 Penalty: 3557.486328
	Iteration 13Q: 3 clusters Score -7232774 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -7233032.500000 Penalty: 3557.486328
	Iteration 14Q: 3 clusters Score -7233032 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7233261.000000 Penalty: 3557.486328
	Iteration 15Q: 3 clusters Score -7233261 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7233417.000000 Penalty: 3557.486328
	Iteration 16Q: 3 clusters Score -7233417 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -7233522.000000 Penalty: 3557.486328
	Iteration 17Q: 3 clusters Score -7233522 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7233598.500000 Penalty: 3557.486328
	Iteration 18Q: 3 clusters Score -7233598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7233656.000000 Penalty: 3557.486328
	Iteration 19Q: 3 clusters Score -7233656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -7233707.500000 Penalty: 3557.486328
	Iteration 20F: 3 clusters Score -7233708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -7233743.000000 Penalty: 3557.486328
	Iteration 21Q: 3 clusters Score -7233743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -7233761.500000 Penalty: 3557.486328
	Iteration 22Q: 3 clusters Score -7233762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7233792.000000 Penalty: 3557.486328
	Iteration 23Q: 3 clusters Score -7233792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -7233805.500000 Penalty: 3557.486328
	Iteration 24Q: 3 clusters Score -7233806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7233820.000000 Penalty: 3557.486328
	Iteration 25Q: 3 clusters Score -7233820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -7233837.500000 Penalty: 3557.486328
	Iteration 26Q: 3 clusters Score -7233838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -7233851.000000 Penalty: 3557.486328
	Iteration 27Q: 3 clusters Score -7233851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7233856.000000 Penalty: 3557.486328
	Iteration 28Q: 3 clusters Score -7233856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -7233863.000000 Penalty: 3557.486328
	Iteration 29Q: 3 clusters Score -7233863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7233864.500000 Penalty: 3557.486328
	Iteration 30Q: 3 clusters Score -7233864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7233869.500000 Penalty: 3557.486328
	Iteration 31Q: 3 clusters Score -7233870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -7233873.500000 Penalty: 3557.486328
	Iteration 32Q: 3 clusters Score -7233874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -7233875.000000 Penalty: 3557.486328
	Iteration 33Q: 3 clusters Score -7233875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7233876.500000 Penalty: 3557.486328
	Iteration 34Q: 3 clusters Score -7233876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7233876.500000 Penalty: 3557.486328
	Iteration 35F: 3 clusters Score -7233876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -639238.125000 Penalty: 1386.367188
	Iteration 0F: 2 clusters Score -639238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -635233.687500 Penalty: 2772.734375
	Iteration 0F: 3 clusters Score -635233.7 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -636422.687500 Penalty: 2772.734375
	Iteration 1F: 3 clusters Score -636422.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -636637.562500 Penalty: 2772.734375
	Iteration 2F: 3 clusters Score -636637.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -636819.937500 Penalty: 2772.734375
	Iteration 3F: 3 clusters Score -636819.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -636968.125000 Penalty: 2772.734375
	Iteration 4Q: 3 clusters Score -636968.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -637084.000000 Penalty: 2772.734375
	Iteration 5Q: 3 clusters Score -637084 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -637192.000000 Penalty: 2772.734375
	Iteration 6Q: 3 clusters Score -637192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -637291.937500 Penalty: 2772.734375
	Iteration 7Q: 3 clusters Score -637291.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -637364.187500 Penalty: 2772.734375
	Iteration 8Q: 3 clusters Score -637364.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -637423.625000 Penalty: 2772.734375
	Iteration 9Q: 3 clusters Score -637423.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -637467.562500 Penalty: 2772.734375
	Iteration 10Q: 3 clusters Score -637467.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -637515.062500 Penalty: 2772.734375
	Iteration 11Q: 3 clusters Score -637515.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -637570.437500 Penalty: 2772.734375
	Iteration 12Q: 3 clusters Score -637570.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -637638.187500 Penalty: 2772.734375
	Iteration 13Q: 3 clusters Score -637638.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -637701.250000 Penalty: 2772.734375
	Iteration 14Q: 3 clusters Score -637701.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -637754.875000 Penalty: 2772.734375
	Iteration 15Q: 3 clusters Score -637754.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -637802.625000 Penalty: 2772.734375
	Iteration 16Q: 3 clusters Score -637802.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -637851.500000 Penalty: 2772.734375
	Iteration 17Q: 3 clusters Score -637851.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -637888.250000 Penalty: 2772.734375
	Iteration 18Q: 3 clusters Score -637888.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -637914.062500 Penalty: 2772.734375
	Iteration 19Q: 3 clusters Score -637914.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -637933.250000 Penalty: 2772.734375
	Iteration 20F: 3 clusters Score -637933.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -637952.375000 Penalty: 2772.734375
	Iteration 21Q: 3 clusters Score -637952.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -637974.750000 Penalty: 2772.734375
	Iteration 22Q: 3 clusters Score -637974.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -637992.375000 Penalty: 2772.734375
	Iteration 23Q: 3 clusters Score -637992.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -638008.125000 Penalty: 2772.734375
	Iteration 24Q: 3 clusters Score -638008.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -638027.687500 Penalty: 2772.734375
	Iteration 25Q: 3 clusters Score -638027.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -638041.937500 Penalty: 2772.734375
	Iteration 26Q: 3 clusters Score -638041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -638054.312500 Penalty: 2772.734375
	Iteration 27Q: 3 clusters Score -638054.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -638069.125000 Penalty: 2772.734375
	Iteration 28Q: 3 clusters Score -638069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -638077.437500 Penalty: 2772.734375
	Iteration 29Q: 3 clusters Score -638077.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -638089.687500 Penalty: 2772.734375
	Iteration 30Q: 3 clusters Score -638089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -638094.187500 Penalty: 2772.734375
	Iteration 31Q: 3 clusters Score -638094.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -638101.000000 Penalty: 2772.734375
	Iteration 32Q: 3 clusters Score -638101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -638104.000000 Penalty: 2772.734375
	Iteration 33Q: 3 clusters Score -638104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -638105.312500 Penalty: 2772.734375
	Iteration 34Q: 3 clusters Score -638105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -638108.062500 Penalty: 2772.734375
	Iteration 35Q: 3 clusters Score -638108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -638111.187500 Penalty: 2772.734375
	Iteration 36Q: 3 clusters Score -638111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -638115.187500 Penalty: 2772.734375
	Iteration 37Q: 3 clusters Score -638115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -638119.125000 Penalty: 2772.734375
	Iteration 38Q: 3 clusters Score -638119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -638123.187500 Penalty: 2772.734375
	Iteration 39Q: 3 clusters Score -638123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -638125.000000 Penalty: 2772.734375
	Iteration 40F: 3 clusters Score -638125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -638127.125000 Penalty: 2772.734375
	Iteration 41Q: 3 clusters Score -638127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -638129.250000 Penalty: 2772.734375
	Iteration 42Q: 3 clusters Score -638129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -638130.375000 Penalty: 2772.734375
	Iteration 43Q: 3 clusters Score -638130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -638134.875000 Penalty: 2772.734375
	Iteration 44Q: 3 clusters Score -638134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -638136.187500 Penalty: 2772.734375
	Iteration 45Q: 3 clusters Score -638136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -638138.312500 Penalty: 2772.734375
	Iteration 46Q: 3 clusters Score -638138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -638138.687500 Penalty: 2772.734375
	Iteration 47Q: 3 clusters Score -638138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -638140.000000 Penalty: 2772.734375
	Iteration 48Q: 3 clusters Score -638140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -638140.875000 Penalty: 2772.734375
	Iteration 49Q: 3 clusters Score -638140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -638140.437500 Penalty: 2772.734375
	Iteration 50Q: 3 clusters Score -638140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -638140.437500 Penalty: 2772.734375
	Iteration 51F: 3 clusters Score -638140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Entering Unmasked Estep 
Score: -4499611.000000 Penalty: 1701.018555
	Iteration 0F: 2 clusters Score -4499611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4476114.000000 Penalty: 3402.037109
	Iteration 0F: 3 clusters Score -4476114 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4485122.000000 Penalty: 3402.037109
	Iteration 1F: 3 clusters Score -4485122 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4485682.500000 Penalty: 3402.037109
	Iteration 2Q: 3 clusters Score -4485682 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4486332.000000 Penalty: 3402.037109
	Iteration 3Q: 3 clusters Score -4486332 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4487067.500000 Penalty: 3402.037109
	Iteration 4F: 3 clusters Score -4487068 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4487832.500000 Penalty: 3402.037109
	Iteration 5F: 3 clusters Score -4487832 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4488669.000000 Penalty: 3402.037109
	Iteration 6F: 3 clusters Score -4488669 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4489556.000000 Penalty: 3402.037109
	Iteration 7F: 3 clusters Score -4489556 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4490413.000000 Penalty: 3402.037109
	Iteration 8Q: 3 clusters Score -4490413 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4491300.500000 Penalty: 3402.037109
	Iteration 9Q: 3 clusters Score -4491300 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4492202.000000 Penalty: 3402.037109
	Iteration 10Q: 3 clusters Score -4492202 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4493441.000000 Penalty: 3402.037109
	Iteration 11Q: 3 clusters Score -4493441 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4494911.500000 Penalty: 3402.037109
	Iteration 12Q: 3 clusters Score -4494912 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4496054.000000 Penalty: 3402.037109
	Iteration 13Q: 3 clusters Score -4496054 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4496475.500000 Penalty: 3402.037109
	Iteration 14Q: 3 clusters Score -4496476 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4496607.000000 Penalty: 3402.037109
	Iteration 15Q: 3 clusters Score -4496607 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4496652.500000 Penalty: 3402.037109
	Iteration 16Q: 3 clusters Score -4496652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4496685.000000 Penalty: 3402.037109
	Iteration 17Q: 3 clusters Score -4496685 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4496730.500000 Penalty: 3402.037109
	Iteration 18Q: 3 clusters Score -4496730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4496762.500000 Penalty: 3402.037109
	Iteration 19Q: 3 clusters Score -4496762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4496777.500000 Penalty: 3402.037109
	Iteration 20F: 3 clusters Score -4496778 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -4496796.000000 Penalty: 3402.037109
	Iteration 21Q: 3 clusters Score -4496796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4496823.000000 Penalty: 3402.037109
	Iteration 22Q: 3 clusters Score -4496823 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4496853.500000 Penalty: 3402.037109
	Iteration 23Q: 3 clusters Score -4496854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4496865.000000 Penalty: 3402.037109
	Iteration 24Q: 3 clusters Score -4496865 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4496908.000000 Penalty: 3402.037109
	Iteration 25Q: 3 clusters Score -4496908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4496918.000000 Penalty: 3402.037109
	Iteration 26Q: 3 clusters Score -4496918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4496938.500000 Penalty: 3402.037109
	Iteration 27Q: 3 clusters Score -4496938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4496951.500000 Penalty: 3402.037109
	Iteration 28Q: 3 clusters Score -4496952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4496967.000000 Penalty: 3402.037109
	Iteration 29Q: 3 clusters Score -4496967 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4496988.000000 Penalty: 3402.037109
	Iteration 30Q: 3 clusters Score -4496988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4497015.500000 Penalty: 3402.037109
	Iteration 31Q: 3 clusters Score -4497016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4497035.500000 Penalty: 3402.037109
	Iteration 32Q: 3 clusters Score -4497036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4497060.000000 Penalty: 3402.037109
	Iteration 33Q: 3 clusters Score -4497060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4497063.000000 Penalty: 3402.037109
	Iteration 34Q: 3 clusters Score -4497063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4497086.000000 Penalty: 3402.037109
	Iteration 35Q: 3 clusters Score -4497086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4497098.500000 Penalty: 3402.037109
	Iteration 36Q: 3 clusters Score -4497098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4497113.000000 Penalty: 3402.037109
	Iteration 37Q: 3 clusters Score -4497113 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4497133.000000 Penalty: 3402.037109
	Iteration 38Q: 3 clusters Score -4497133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4497142.000000 Penalty: 3402.037109
	Iteration 39Q: 3 clusters Score -4497142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4497157.000000 Penalty: 3402.037109
	Iteration 40F: 3 clusters Score -4497157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4497165.000000 Penalty: 3402.037109
	Iteration 41Q: 3 clusters Score -4497165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4497183.500000 Penalty: 3402.037109
	Iteration 42Q: 3 clusters Score -4497184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4497198.500000 Penalty: 3402.037109
	Iteration 43Q: 3 clusters Score -4497198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4497219.000000 Penalty: 3402.037109
	Iteration 44Q: 3 clusters Score -4497219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4497223.000000 Penalty: 3402.037109
	Iteration 45Q: 3 clusters Score -4497223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4497220.000000 Penalty: 3402.037109
	Iteration 46Q: 3 clusters Score -4497220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4497233.000000 Penalty: 3402.037109
	Iteration 47Q: 3 clusters Score -4497233 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4497259.500000 Penalty: 3402.037109
	Iteration 48Q: 3 clusters Score -4497260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4497266.000000 Penalty: 3402.037109
	Iteration 49Q: 3 clusters Score -4497266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4497272.500000 Penalty: 3402.037109
	Iteration 50Q: 3 clusters Score -4497272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4497274.000000 Penalty: 3402.037109
	Iteration 51Q: 3 clusters Score -4497274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4497280.500000 Penalty: 3402.037109
	Iteration 52Q: 3 clusters Score -4497280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4497277.500000 Penalty: 3402.037109
	Iteration 53Q: 3 clusters Score -4497278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4497283.000000 Penalty: 3402.037109
	Iteration 54Q: 3 clusters Score -4497283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4497295.500000 Penalty: 3402.037109
	Iteration 55Q: 3 clusters Score -4497296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4497297.500000 Penalty: 3402.037109
	Iteration 56Q: 3 clusters Score -4497298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4497312.000000 Penalty: 3402.037109
	Iteration 57Q: 3 clusters Score -4497312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4497325.000000 Penalty: 3402.037109
	Iteration 58Q: 3 clusters Score -4497325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4497326.500000 Penalty: 3402.037109
	Iteration 59Q: 3 clusters Score -4497326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4497338.000000 Penalty: 3402.037109
	Iteration 60F: 3 clusters Score -4497338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4497351.000000 Penalty: 3402.037109
	Iteration 61Q: 3 clusters Score -4497351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4497361.500000 Penalty: 3402.037109
	Iteration 62Q: 3 clusters Score -4497362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4497372.500000 Penalty: 3402.037109
	Iteration 63Q: 3 clusters Score -4497372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4497382.500000 Penalty: 3402.037109
	Iteration 64Q: 3 clusters Score -4497382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4497391.500000 Penalty: 3402.037109
	Iteration 65Q: 3 clusters Score -4497392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4497398.500000 Penalty: 3402.037109
	Iteration 66Q: 3 clusters Score -4497398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4497403.500000 Penalty: 3402.037109
	Iteration 67Q: 3 clusters Score -4497404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4497397.500000 Penalty: 3402.037109
	Iteration 68Q: 3 clusters Score -4497398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4497392.000000 Penalty: 3402.037109
	Iteration 69Q: 3 clusters Score -4497392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4497409.500000 Penalty: 3402.037109
	Iteration 70Q: 3 clusters Score -4497410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4497422.000000 Penalty: 3402.037109
	Iteration 71Q: 3 clusters Score -4497422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4497436.500000 Penalty: 3402.037109
	Iteration 72Q: 3 clusters Score -4497436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4497450.500000 Penalty: 3402.037109
	Iteration 73Q: 3 clusters Score -4497450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4497459.000000 Penalty: 3402.037109
	Iteration 74Q: 3 clusters Score -4497459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4497462.500000 Penalty: 3402.037109
	Iteration 75Q: 3 clusters Score -4497462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4497467.500000 Penalty: 3402.037109
	Iteration 76Q: 3 clusters Score -4497468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4497469.500000 Penalty: 3402.037109
	Iteration 77Q: 3 clusters Score -4497470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4497484.500000 Penalty: 3402.037109
	Iteration 78Q: 3 clusters Score -4497484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4497506.500000 Penalty: 3402.037109
	Iteration 79Q: 3 clusters Score -4497506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4497505.000000 Penalty: 3402.037109
	Iteration 80F: 3 clusters Score -4497505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4497512.000000 Penalty: 3402.037109
	Iteration 81Q: 3 clusters Score -4497512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4497516.000000 Penalty: 3402.037109
	Iteration 82Q: 3 clusters Score -4497516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4497532.500000 Penalty: 3402.037109
	Iteration 83Q: 3 clusters Score -4497532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4497556.500000 Penalty: 3402.037109
	Iteration 84Q: 3 clusters Score -4497556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4497571.500000 Penalty: 3402.037109
	Iteration 85Q: 3 clusters Score -4497572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4497573.000000 Penalty: 3402.037109
	Iteration 86Q: 3 clusters Score -4497573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4497580.500000 Penalty: 3402.037109
	Iteration 87Q: 3 clusters Score -4497580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4497593.000000 Penalty: 3402.037109
	Iteration 88Q: 3 clusters Score -4497593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4497591.500000 Penalty: 3402.037109
	Iteration 89Q: 3 clusters Score -4497592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4497592.500000 Penalty: 3402.037109
	Iteration 90Q: 3 clusters Score -4497592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4497602.000000 Penalty: 3402.037109
	Iteration 91Q: 3 clusters Score -4497602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4497613.000000 Penalty: 3402.037109
	Iteration 92Q: 3 clusters Score -4497613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4497622.000000 Penalty: 3402.037109
	Iteration 93Q: 3 clusters Score -4497622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4497641.000000 Penalty: 3402.037109
	Iteration 94Q: 3 clusters Score -4497641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4497652.500000 Penalty: 3402.037109
	Iteration 95Q: 3 clusters Score -4497652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4497657.500000 Penalty: 3402.037109
	Iteration 96Q: 3 clusters Score -4497658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4497662.500000 Penalty: 3402.037109
	Iteration 97Q: 3 clusters Score -4497662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4497676.000000 Penalty: 3402.037109
	Iteration 98Q: 3 clusters Score -4497676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4497691.500000 Penalty: 3402.037109
	Iteration 99Q: 3 clusters Score -4497692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4497711.000000 Penalty: 3402.037109
	Iteration 100F: 3 clusters Score -4497711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4497706.500000 Penalty: 3402.037109
	Iteration 101Q: 3 clusters Score -4497706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4497714.000000 Penalty: 3402.037109
	Iteration 102Q: 3 clusters Score -4497714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4497722.500000 Penalty: 3402.037109
	Iteration 103Q: 3 clusters Score -4497722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4497744.000000 Penalty: 3402.037109
	Iteration 104Q: 3 clusters Score -4497744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4497753.500000 Penalty: 3402.037109
	Iteration 105Q: 3 clusters Score -4497754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4497761.500000 Penalty: 3402.037109
	Iteration 106Q: 3 clusters Score -4497762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4497764.000000 Penalty: 3402.037109
	Iteration 107Q: 3 clusters Score -4497764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4497778.500000 Penalty: 3402.037109
	Iteration 108Q: 3 clusters Score -4497778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4497781.000000 Penalty: 3402.037109
	Iteration 109Q: 3 clusters Score -4497781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4497786.500000 Penalty: 3402.037109
	Iteration 110Q: 3 clusters Score -4497786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4497792.000000 Penalty: 3402.037109
	Iteration 111Q: 3 clusters Score -4497792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4497800.000000 Penalty: 3402.037109
	Iteration 112Q: 3 clusters Score -4497800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4497801.000000 Penalty: 3402.037109
	Iteration 113Q: 3 clusters Score -4497801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4497807.500000 Penalty: 3402.037109
	Iteration 114Q: 3 clusters Score -4497808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4497819.000000 Penalty: 3402.037109
	Iteration 115Q: 3 clusters Score -4497819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4497825.500000 Penalty: 3402.037109
	Iteration 116Q: 3 clusters Score -4497826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4497833.000000 Penalty: 3402.037109
	Iteration 117Q: 3 clusters Score -4497833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4497835.000000 Penalty: 3402.037109
	Iteration 118Q: 3 clusters Score -4497835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4497841.000000 Penalty: 3402.037109
	Iteration 119Q: 3 clusters Score -4497841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4497839.500000 Penalty: 3402.037109
	Iteration 120F: 3 clusters Score -4497840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4497841.000000 Penalty: 3402.037109
	Iteration 121Q: 3 clusters Score -4497841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4497848.000000 Penalty: 3402.037109
	Iteration 122Q: 3 clusters Score -4497848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4497856.000000 Penalty: 3402.037109
	Iteration 123Q: 3 clusters Score -4497856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4497865.000000 Penalty: 3402.037109
	Iteration 124Q: 3 clusters Score -4497865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4497868.500000 Penalty: 3402.037109
	Iteration 125Q: 3 clusters Score -4497868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4497869.500000 Penalty: 3402.037109
	Iteration 126Q: 3 clusters Score -4497870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4497879.500000 Penalty: 3402.037109
	Iteration 127Q: 3 clusters Score -4497880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4497871.500000 Penalty: 3402.037109
	Iteration 128Q: 3 clusters Score -4497872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4497870.000000 Penalty: 3402.037109
	Iteration 129Q: 3 clusters Score -4497870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4497872.000000 Penalty: 3402.037109
	Iteration 130Q: 3 clusters Score -4497872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4497875.500000 Penalty: 3402.037109
	Iteration 131Q: 3 clusters Score -4497876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4497877.500000 Penalty: 3402.037109
	Iteration 132Q: 3 clusters Score -4497878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4497879.000000 Penalty: 3402.037109
	Iteration 133Q: 3 clusters Score -4497879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4497885.500000 Penalty: 3402.037109
	Iteration 134Q: 3 clusters Score -4497886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4497884.500000 Penalty: 3402.037109
	Iteration 135Q: 3 clusters Score -4497884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4497887.000000 Penalty: 3402.037109
	Iteration 136Q: 3 clusters Score -4497887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4497893.000000 Penalty: 3402.037109
	Iteration 137Q: 3 clusters Score -4497893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4497895.500000 Penalty: 3402.037109
	Iteration 138Q: 3 clusters Score -4497896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4497893.000000 Penalty: 3402.037109
	Iteration 139Q: 3 clusters Score -4497893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4497897.500000 Penalty: 3402.037109
	Iteration 140F: 3 clusters Score -4497898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4497902.000000 Penalty: 3402.037109
	Iteration 141Q: 3 clusters Score -4497902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4497898.500000 Penalty: 3402.037109
	Iteration 142Q: 3 clusters Score -4497898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4497899.500000 Penalty: 3402.037109
	Iteration 143Q: 3 clusters Score -4497900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4497906.000000 Penalty: 3402.037109
	Iteration 144Q: 3 clusters Score -4497906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4497901.500000 Penalty: 3402.037109
	Iteration 145Q: 3 clusters Score -4497902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4497902.000000 Penalty: 3402.037109
	Iteration 146Q: 3 clusters Score -4497902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4497903.000000 Penalty: 3402.037109
	Iteration 147Q: 3 clusters Score -4497903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4497908.500000 Penalty: 3402.037109
	Iteration 148Q: 3 clusters Score -4497908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4497903.500000 Penalty: 3402.037109
	Iteration 149Q: 3 clusters Score -4497904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4497901.000000 Penalty: 3402.037109
	Iteration 150Q: 3 clusters Score -4497901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4497903.500000 Penalty: 3402.037109
	Iteration 151Q: 3 clusters Score -4497904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4497906.000000 Penalty: 3402.037109
	Iteration 152Q: 3 clusters Score -4497906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4497903.500000 Penalty: 3402.037109
	Iteration 153Q: 3 clusters Score -4497904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4497904.500000 Penalty: 3402.037109
	Iteration 154Q: 3 clusters Score -4497904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4497903.500000 Penalty: 3402.037109
	Iteration 155Q: 3 clusters Score -4497904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4497902.500000 Penalty: 3402.037109
	Iteration 156Q: 3 clusters Score -4497902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4497906.000000 Penalty: 3402.037109
	Iteration 157Q: 3 clusters Score -4497906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4497909.500000 Penalty: 3402.037109
	Iteration 158Q: 3 clusters Score -4497910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4497909.000000 Penalty: 3402.037109
	Iteration 159Q: 3 clusters Score -4497909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4497907.000000 Penalty: 3402.037109
	Iteration 160F: 3 clusters Score -4497907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4497908.500000 Penalty: 3402.037109
	Iteration 161Q: 3 clusters Score -4497908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4497913.000000 Penalty: 3402.037109
	Iteration 162Q: 3 clusters Score -4497913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4497913.000000 Penalty: 3402.037109
	Iteration 163F: 3 clusters Score -4497913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -79259.546875 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -79259.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78050.625000 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -78050.62 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78438.171875 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -78438.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78702.421875 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -78702.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79076.992188 Penalty: 2155.828369
	Iteration 3F: 3 clusters Score -79076.99 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79637.140625 Penalty: 2155.828369
	Iteration 4F: 3 clusters Score -79637.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80080.664062 Penalty: 2155.828369
	Iteration 5F: 3 clusters Score -80080.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80308.171875 Penalty: 2155.828369
	Iteration 6F: 3 clusters Score -80308.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80418.484375 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -80418.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80547.625000 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -80547.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80643.945312 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -80643.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80701.671875 Penalty: 2155.828369
	Iteration 10Q: 3 clusters Score -80701.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80702.953125 Penalty: 2155.828369
	Iteration 11Q: 3 clusters Score -80702.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80702.953125 Penalty: 2155.828369
	Iteration 12F: 3 clusters Score -80702.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 69002 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 16 contains 73014 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 19 contains 94244 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 22 contains 422 members 
Entering Unmasked Estep 
Score: -61632752.000000 Penalty: 36216.003906
Splitting cluster 7 changes total score from -61631948.000000 to -61632752.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (69002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Entering Unmasked Estep 
Score: -8789864.000000 Penalty: 1810.557251
	Iteration 0F: 2 clusters Score -8789864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -8744622.000000 Penalty: 3621.114502
	Iteration 0F: 3 clusters Score -8744622 nChanged 32493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -8762913.000000 Penalty: 3621.114502
	Iteration 1F: 3 clusters Score -8762913 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -8763368.000000 Penalty: 3621.114502
	Iteration 2Q: 3 clusters Score -8763368 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8763835.000000 Penalty: 3621.114502
	Iteration 3Q: 3 clusters Score -8763835 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -8764241.000000 Penalty: 3621.114502
	Iteration 4Q: 3 clusters Score -8764241 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8764760.000000 Penalty: 3621.114502
	Iteration 5Q: 3 clusters Score -8764760 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -8765361.000000 Penalty: 3621.114502
	Iteration 6Q: 3 clusters Score -8765361 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -8766140.000000 Penalty: 3621.114502
	Iteration 7Q: 3 clusters Score -8766140 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -8767035.000000 Penalty: 3621.114502
	Iteration 8Q: 3 clusters Score -8767035 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -8768184.000000 Penalty: 3621.114502
	Iteration 9Q: 3 clusters Score -8768184 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8769773.000000 Penalty: 3621.114502
	Iteration 10Q: 3 clusters Score -8769773 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -8771949.000000 Penalty: 3621.114502
	Iteration 11F: 3 clusters Score -8771949 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8774930.000000 Penalty: 3621.114502
	Iteration 12F: 3 clusters Score -8774930 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -8778576.000000 Penalty: 3621.114502
	Iteration 13F: 3 clusters Score -8778576 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8782336.000000 Penalty: 3621.114502
	Iteration 14F: 3 clusters Score -8782336 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8785428.000000 Penalty: 3621.114502
	Iteration 15Q: 3 clusters Score -8785428 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8787177.000000 Penalty: 3621.114502
	Iteration 16Q: 3 clusters Score -8787177 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8787827.000000 Penalty: 3621.114502
	Iteration 17Q: 3 clusters Score -8787827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8788086.000000 Penalty: 3621.114502
	Iteration 18Q: 3 clusters Score -8788086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8788175.000000 Penalty: 3621.114502
	Iteration 19Q: 3 clusters Score -8788175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8788224.000000 Penalty: 3621.114502
	Iteration 20F: 3 clusters Score -8788224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8788243.000000 Penalty: 3621.114502
	Iteration 21Q: 3 clusters Score -8788243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8788253.000000 Penalty: 3621.114502
	Iteration 22Q: 3 clusters Score -8788253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8788277.000000 Penalty: 3621.114502
	Iteration 23Q: 3 clusters Score -8788277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8788275.000000 Penalty: 3621.114502
	Iteration 24Q: 3 clusters Score -8788275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8788287.000000 Penalty: 3621.114502
	Iteration 25Q: 3 clusters Score -8788287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8788287.000000 Penalty: 3621.114502
	Iteration 26F: 3 clusters Score -8788287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -342720.718750 Penalty: 1294.118774
	Iteration 0F: 2 clusters Score -342720.7 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 1456 members 
Entering Unmasked Estep 
Score: -340077.968750 Penalty: 2588.237549
	Iteration 0F: 3 clusters Score -340078 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340686.593750 Penalty: 2588.237549
	Iteration 1F: 3 clusters Score -340686.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -340837.937500 Penalty: 2588.237549
	Iteration 2F: 3 clusters Score -340837.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -340923.750000 Penalty: 2588.237549
	Iteration 3Q: 3 clusters Score -340923.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -340994.281250 Penalty: 2588.237549
	Iteration 4Q: 3 clusters Score -340994.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -341045.375000 Penalty: 2588.237549
	Iteration 5Q: 3 clusters Score -341045.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -341085.187500 Penalty: 2588.237549
	Iteration 6Q: 3 clusters Score -341085.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -341122.437500 Penalty: 2588.237549
	Iteration 7Q: 3 clusters Score -341122.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -341152.812500 Penalty: 2588.237549
	Iteration 8Q: 3 clusters Score -341152.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -341178.500000 Penalty: 2588.237549
	Iteration 9Q: 3 clusters Score -341178.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -341204.187500 Penalty: 2588.237549
	Iteration 10Q: 3 clusters Score -341204.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -341226.093750 Penalty: 2588.237549
	Iteration 11Q: 3 clusters Score -341226.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -341249.531250 Penalty: 2588.237549
	Iteration 12Q: 3 clusters Score -341249.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -341264.625000 Penalty: 2588.237549
	Iteration 13Q: 3 clusters Score -341264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -341281.312500 Penalty: 2588.237549
	Iteration 14Q: 3 clusters Score -341281.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -341300.593750 Penalty: 2588.237549
	Iteration 15Q: 3 clusters Score -341300.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -341317.656250 Penalty: 2588.237549
	Iteration 16Q: 3 clusters Score -341317.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -341334.500000 Penalty: 2588.237549
	Iteration 17Q: 3 clusters Score -341334.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -341346.281250 Penalty: 2588.237549
	Iteration 18Q: 3 clusters Score -341346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -341353.750000 Penalty: 2588.237549
	Iteration 19Q: 3 clusters Score -341353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -341359.781250 Penalty: 2588.237549
	Iteration 20F: 3 clusters Score -341359.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -341366.062500 Penalty: 2588.237549
	Iteration 21Q: 3 clusters Score -341366.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -341376.156250 Penalty: 2588.237549
	Iteration 22Q: 3 clusters Score -341376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -341382.250000 Penalty: 2588.237549
	Iteration 23Q: 3 clusters Score -341382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -341387.437500 Penalty: 2588.237549
	Iteration 24Q: 3 clusters Score -341387.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -341392.687500 Penalty: 2588.237549
	Iteration 25Q: 3 clusters Score -341392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -341398.312500 Penalty: 2588.237549
	Iteration 26Q: 3 clusters Score -341398.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -341402.031250 Penalty: 2588.237549
	Iteration 27Q: 3 clusters Score -341402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -341410.343750 Penalty: 2588.237549
	Iteration 28Q: 3 clusters Score -341410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -341415.593750 Penalty: 2588.237549
	Iteration 29Q: 3 clusters Score -341415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -341421.625000 Penalty: 2588.237549
	Iteration 30Q: 3 clusters Score -341421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -341427.906250 Penalty: 2588.237549
	Iteration 31Q: 3 clusters Score -341427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -341432.843750 Penalty: 2588.237549
	Iteration 32Q: 3 clusters Score -341432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -341436.562500 Penalty: 2588.237549
	Iteration 33Q: 3 clusters Score -341436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -341440.406250 Penalty: 2588.237549
	Iteration 34Q: 3 clusters Score -341440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -341441.375000 Penalty: 2588.237549
	Iteration 35Q: 3 clusters Score -341441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -341441.500000 Penalty: 2588.237549
	Iteration 36Q: 3 clusters Score -341441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341442.812500 Penalty: 2588.237549
	Iteration 37Q: 3 clusters Score -341442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -341443.875000 Penalty: 2588.237549
	Iteration 38Q: 3 clusters Score -341443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -341444.593750 Penalty: 2588.237549
	Iteration 39Q: 3 clusters Score -341444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -341445.218750 Penalty: 2588.237549
	Iteration 40F: 3 clusters Score -341445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -341448.906250 Penalty: 2588.237549
	Iteration 41Q: 3 clusters Score -341448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -341451.781250 Penalty: 2588.237549
	Iteration 42Q: 3 clusters Score -341451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -341455.812500 Penalty: 2588.237549
	Iteration 43Q: 3 clusters Score -341455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -341457.937500 Penalty: 2588.237549
	Iteration 44Q: 3 clusters Score -341457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -341460.062500 Penalty: 2588.237549
	Iteration 45Q: 3 clusters Score -341460.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -341464.187500 Penalty: 2588.237549
	Iteration 46Q: 3 clusters Score -341464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -341466.812500 Penalty: 2588.237549
	Iteration 47Q: 3 clusters Score -341466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -341468.656250 Penalty: 2588.237549
	Iteration 48Q: 3 clusters Score -341468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -341473.000000 Penalty: 2588.237549
	Iteration 49Q: 3 clusters Score -341473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -341474.437500 Penalty: 2588.237549
	Iteration 50Q: 3 clusters Score -341474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -341474.625000 Penalty: 2588.237549
	Iteration 51Q: 3 clusters Score -341474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -341475.062500 Penalty: 2588.237549
	Iteration 52Q: 3 clusters Score -341475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -341475.093750 Penalty: 2588.237549
	Iteration 53Q: 3 clusters Score -341475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -341476.937500 Penalty: 2588.237549
	Iteration 54Q: 3 clusters Score -341476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -341479.218750 Penalty: 2588.237549
	Iteration 55Q: 3 clusters Score -341479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -341485.343750 Penalty: 2588.237549
	Iteration 56Q: 3 clusters Score -341485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -341489.156250 Penalty: 2588.237549
	Iteration 57Q: 3 clusters Score -341489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -341493.468750 Penalty: 2588.237549
	Iteration 58Q: 3 clusters Score -341493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -341496.000000 Penalty: 2588.237549
	Iteration 59Q: 3 clusters Score -341496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -341500.406250 Penalty: 2588.237549
	Iteration 60F: 3 clusters Score -341500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -341507.531250 Penalty: 2588.237549
	Iteration 61Q: 3 clusters Score -341507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -341514.343750 Penalty: 2588.237549
	Iteration 62Q: 3 clusters Score -341514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -341519.468750 Penalty: 2588.237549
	Iteration 63Q: 3 clusters Score -341519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -341524.625000 Penalty: 2588.237549
	Iteration 64Q: 3 clusters Score -341524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -341527.593750 Penalty: 2588.237549
	Iteration 65Q: 3 clusters Score -341527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -341531.000000 Penalty: 2588.237549
	Iteration 66Q: 3 clusters Score -341531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -341534.375000 Penalty: 2588.237549
	Iteration 67Q: 3 clusters Score -341534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -341537.656250 Penalty: 2588.237549
	Iteration 68Q: 3 clusters Score -341537.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -341540.781250 Penalty: 2588.237549
	Iteration 69Q: 3 clusters Score -341540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -341542.750000 Penalty: 2588.237549
	Iteration 70Q: 3 clusters Score -341542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -341544.375000 Penalty: 2588.237549
	Iteration 71Q: 3 clusters Score -341544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -341544.375000 Penalty: 2588.237549
	Iteration 72F: 3 clusters Score -341544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -29679.673828 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -29679.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29050.183594 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -29050.18 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29591.669922 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -29591.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29988.515625 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -29988.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30428.558594 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -30428.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30513.789062 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -30513.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30520.544922 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -30520.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30521.623047 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -30521.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30521.623047 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -30521.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 69002 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 16 contains 73014 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 19 contains 94244 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 22 contains 422 members 
Entering Unmasked Estep 
Score: -61632436.000000 Penalty: 38346.355469
Splitting cluster 10 changes total score from -61631948.000000 to -61632436.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (35582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Entering Unmasked Estep 
Score: -4356592.500000 Penalty: 1702.934204
	Iteration 0F: 2 clusters Score -4356592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4332927.500000 Penalty: 3405.868408
	Iteration 0F: 3 clusters Score -4332928 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4342112.000000 Penalty: 3405.868408
	Iteration 1F: 3 clusters Score -4342112 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4342618.500000 Penalty: 3405.868408
	Iteration 2Q: 3 clusters Score -4342618 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4343155.000000 Penalty: 3405.868408
	Iteration 3Q: 3 clusters Score -4343155 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4343967.500000 Penalty: 3405.868408
	Iteration 4F: 3 clusters Score -4343968 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4345146.000000 Penalty: 3405.868408
	Iteration 5F: 3 clusters Score -4345146 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4347021.500000 Penalty: 3405.868408
	Iteration 6F: 3 clusters Score -4347022 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4349573.000000 Penalty: 3405.868408
	Iteration 7F: 3 clusters Score -4349573 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4352096.000000 Penalty: 3405.868408
	Iteration 8F: 3 clusters Score -4352096 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4353758.500000 Penalty: 3405.868408
	Iteration 9Q: 3 clusters Score -4353758 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4354491.000000 Penalty: 3405.868408
	Iteration 10Q: 3 clusters Score -4354491 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4354828.500000 Penalty: 3405.868408
	Iteration 11Q: 3 clusters Score -4354828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4354961.500000 Penalty: 3405.868408
	Iteration 12Q: 3 clusters Score -4354962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4355007.000000 Penalty: 3405.868408
	Iteration 13Q: 3 clusters Score -4355007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4355044.000000 Penalty: 3405.868408
	Iteration 14Q: 3 clusters Score -4355044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -4355070.500000 Penalty: 3405.868408
	Iteration 15Q: 3 clusters Score -4355070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4355100.000000 Penalty: 3405.868408
	Iteration 16Q: 3 clusters Score -4355100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 3405.868408
	Iteration 17Q: 3 clusters Score -4355108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4355111.000000 Penalty: 3405.868408
	Iteration 18Q: 3 clusters Score -4355111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4355115.500000 Penalty: 3405.868408
	Iteration 19Q: 3 clusters Score -4355116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4355113.500000 Penalty: 3405.868408
	Iteration 20F: 3 clusters Score -4355114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4355123.500000 Penalty: 3405.868408
	Iteration 21Q: 3 clusters Score -4355124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4355129.000000 Penalty: 3405.868408
	Iteration 22Q: 3 clusters Score -4355129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4355138.500000 Penalty: 3405.868408
	Iteration 23Q: 3 clusters Score -4355138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4355134.000000 Penalty: 3405.868408
	Iteration 24Q: 3 clusters Score -4355134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4355141.000000 Penalty: 3405.868408
	Iteration 25Q: 3 clusters Score -4355141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4355146.500000 Penalty: 3405.868408
	Iteration 26Q: 3 clusters Score -4355146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4355145.000000 Penalty: 3405.868408
	Iteration 27Q: 3 clusters Score -4355145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4355145.000000 Penalty: 3405.868408
	Iteration 28F: 3 clusters Score -4355145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Entering Unmasked Estep 
Score: -3016992.500000 Penalty: 1637.509033
	Iteration 0F: 2 clusters Score -3016992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3000871.000000 Penalty: 3275.018066
	Iteration 0F: 3 clusters Score -3000871 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3006764.750000 Penalty: 3275.018066
	Iteration 1F: 3 clusters Score -3006765 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3007204.250000 Penalty: 3275.018066
	Iteration 2Q: 3 clusters Score -3007204 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3007718.250000 Penalty: 3275.018066
	Iteration 3F: 3 clusters Score -3007718 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3008307.250000 Penalty: 3275.018066
	Iteration 4F: 3 clusters Score -3008307 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3009061.500000 Penalty: 3275.018066
	Iteration 5F: 3 clusters Score -3009062 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3010040.250000 Penalty: 3275.018066
	Iteration 6F: 3 clusters Score -3010040 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3011247.500000 Penalty: 3275.018066
	Iteration 7F: 3 clusters Score -3011248 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3012557.500000 Penalty: 3275.018066
	Iteration 8F: 3 clusters Score -3012558 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3013766.000000 Penalty: 3275.018066
	Iteration 9F: 3 clusters Score -3013766 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3014589.750000 Penalty: 3275.018066
	Iteration 10Q: 3 clusters Score -3014590 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3015068.500000 Penalty: 3275.018066
	Iteration 11Q: 3 clusters Score -3015068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3015305.250000 Penalty: 3275.018066
	Iteration 12Q: 3 clusters Score -3015305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3015451.750000 Penalty: 3275.018066
	Iteration 13Q: 3 clusters Score -3015452 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3015539.500000 Penalty: 3275.018066
	Iteration 14Q: 3 clusters Score -3015540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3015592.750000 Penalty: 3275.018066
	Iteration 15Q: 3 clusters Score -3015593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3015629.750000 Penalty: 3275.018066
	Iteration 16Q: 3 clusters Score -3015630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3015661.250000 Penalty: 3275.018066
	Iteration 17Q: 3 clusters Score -3015661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3015676.750000 Penalty: 3275.018066
	Iteration 18Q: 3 clusters Score -3015677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3015688.000000 Penalty: 3275.018066
	Iteration 19Q: 3 clusters Score -3015688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3015692.000000 Penalty: 3275.018066
	Iteration 20F: 3 clusters Score -3015692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3015694.500000 Penalty: 3275.018066
	Iteration 21Q: 3 clusters Score -3015694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3015694.500000 Penalty: 3275.018066
	Iteration 22Q: 3 clusters Score -3015694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3015699.250000 Penalty: 3275.018066
	Iteration 23Q: 3 clusters Score -3015699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3015699.250000 Penalty: 3275.018066
	Iteration 24F: 3 clusters Score -3015699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Entering Unmasked Estep 
Score: -4263261.000000 Penalty: 1692.937378
	Iteration 0F: 2 clusters Score -4263261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4240795.500000 Penalty: 3385.874756
	Iteration 0F: 3 clusters Score -4240796 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4249427.000000 Penalty: 3385.874756
	Iteration 1F: 3 clusters Score -4249427 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4249845.000000 Penalty: 3385.874756
	Iteration 2Q: 3 clusters Score -4249845 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4250328.500000 Penalty: 3385.874756
	Iteration 3Q: 3 clusters Score -4250328 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4250974.500000 Penalty: 3385.874756
	Iteration 4Q: 3 clusters Score -4250974 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4251843.000000 Penalty: 3385.874756
	Iteration 5Q: 3 clusters Score -4251843 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4253128.500000 Penalty: 3385.874756
	Iteration 6F: 3 clusters Score -4253128 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4254794.500000 Penalty: 3385.874756
	Iteration 7F: 3 clusters Score -4254794 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4256475.500000 Penalty: 3385.874756
	Iteration 8F: 3 clusters Score -4256476 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4257757.000000 Penalty: 3385.874756
	Iteration 9Q: 3 clusters Score -4257757 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4258709.500000 Penalty: 3385.874756
	Iteration 10Q: 3 clusters Score -4258710 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4259483.000000 Penalty: 3385.874756
	Iteration 11Q: 3 clusters Score -4259483 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4260042.500000 Penalty: 3385.874756
	Iteration 12Q: 3 clusters Score -4260042 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4260485.000000 Penalty: 3385.874756
	Iteration 13Q: 3 clusters Score -4260485 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4260816.000000 Penalty: 3385.874756
	Iteration 14Q: 3 clusters Score -4260816 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4261079.000000 Penalty: 3385.874756
	Iteration 15Q: 3 clusters Score -4261079 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4261243.500000 Penalty: 3385.874756
	Iteration 16Q: 3 clusters Score -4261244 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4261374.500000 Penalty: 3385.874756
	Iteration 17Q: 3 clusters Score -4261374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4261471.500000 Penalty: 3385.874756
	Iteration 18Q: 3 clusters Score -4261472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4261550.500000 Penalty: 3385.874756
	Iteration 19Q: 3 clusters Score -4261550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4261611.000000 Penalty: 3385.874756
	Iteration 20F: 3 clusters Score -4261611 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4261644.500000 Penalty: 3385.874756
	Iteration 21Q: 3 clusters Score -4261644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4261683.500000 Penalty: 3385.874756
	Iteration 22Q: 3 clusters Score -4261684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4261717.500000 Penalty: 3385.874756
	Iteration 23Q: 3 clusters Score -4261718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4261748.500000 Penalty: 3385.874756
	Iteration 24Q: 3 clusters Score -4261748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4261772.500000 Penalty: 3385.874756
	Iteration 25Q: 3 clusters Score -4261772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4261790.000000 Penalty: 3385.874756
	Iteration 26Q: 3 clusters Score -4261790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4261804.000000 Penalty: 3385.874756
	Iteration 27Q: 3 clusters Score -4261804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4261812.000000 Penalty: 3385.874756
	Iteration 28Q: 3 clusters Score -4261812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4261826.500000 Penalty: 3385.874756
	Iteration 29Q: 3 clusters Score -4261826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4261832.500000 Penalty: 3385.874756
	Iteration 30Q: 3 clusters Score -4261832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4261839.000000 Penalty: 3385.874756
	Iteration 31Q: 3 clusters Score -4261839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4261840.500000 Penalty: 3385.874756
	Iteration 32Q: 3 clusters Score -4261840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4261851.000000 Penalty: 3385.874756
	Iteration 33Q: 3 clusters Score -4261851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4261856.500000 Penalty: 3385.874756
	Iteration 34Q: 3 clusters Score -4261856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4261863.500000 Penalty: 3385.874756
	Iteration 35Q: 3 clusters Score -4261864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4261866.500000 Penalty: 3385.874756
	Iteration 36Q: 3 clusters Score -4261866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4261870.500000 Penalty: 3385.874756
	Iteration 37Q: 3 clusters Score -4261870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4261878.000000 Penalty: 3385.874756
	Iteration 38Q: 3 clusters Score -4261878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4261877.000000 Penalty: 3385.874756
	Iteration 39Q: 3 clusters Score -4261877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4261882.500000 Penalty: 3385.874756
	Iteration 40F: 3 clusters Score -4261882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4261889.500000 Penalty: 3385.874756
	Iteration 41Q: 3 clusters Score -4261890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4261891.500000 Penalty: 3385.874756
	Iteration 42Q: 3 clusters Score -4261892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4261895.000000 Penalty: 3385.874756
	Iteration 43Q: 3 clusters Score -4261895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4261896.000000 Penalty: 3385.874756
	Iteration 44Q: 3 clusters Score -4261896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4261903.000000 Penalty: 3385.874756
	Iteration 45Q: 3 clusters Score -4261903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4261902.500000 Penalty: 3385.874756
	Iteration 46Q: 3 clusters Score -4261902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4261903.000000 Penalty: 3385.874756
	Iteration 47Q: 3 clusters Score -4261903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4261902.000000 Penalty: 3385.874756
	Iteration 48Q: 3 clusters Score -4261902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4261904.000000 Penalty: 3385.874756
	Iteration 49Q: 3 clusters Score -4261904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4261904.000000 Penalty: 3385.874756
	Iteration 50Q: 3 clusters Score -4261904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4261903.500000 Penalty: 3385.874756
	Iteration 51Q: 3 clusters Score -4261904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4261901.000000 Penalty: 3385.874756
	Iteration 52Q: 3 clusters Score -4261901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4261904.000000 Penalty: 3385.874756
	Iteration 53Q: 3 clusters Score -4261904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4261904.000000 Penalty: 3385.874756
	Iteration 54F: 3 clusters Score -4261904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Entering Unmasked Estep 
Score: -9351087.000000 Penalty: 1819.740967
	Iteration 0F: 2 clusters Score -9351087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -9303727.000000 Penalty: 3639.481934
	Iteration 0F: 3 clusters Score -9303727 nChanged 34570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -9323248.000000 Penalty: 3639.481934
	Iteration 1F: 3 clusters Score -9323248 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -9323813.000000 Penalty: 3639.481934
	Iteration 2Q: 3 clusters Score -9323813 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -9324513.000000 Penalty: 3639.481934
	Iteration 3Q: 3 clusters Score -9324513 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -9325379.000000 Penalty: 3639.481934
	Iteration 4Q: 3 clusters Score -9325379 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -9326935.000000 Penalty: 3639.481934
	Iteration 5Q: 3 clusters Score -9326935 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -9329442.000000 Penalty: 3639.481934
	Iteration 6F: 3 clusters Score -9329442 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -9333557.000000 Penalty: 3639.481934
	Iteration 7F: 3 clusters Score -9333557 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -9338823.000000 Penalty: 3639.481934
	Iteration 8F: 3 clusters Score -9338823 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -9343747.000000 Penalty: 3639.481934
	Iteration 9F: 3 clusters Score -9343747 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -9346944.000000 Penalty: 3639.481934
	Iteration 10F: 3 clusters Score -9346944 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -9348484.000000 Penalty: 3639.481934
	Iteration 11Q: 3 clusters Score -9348484 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9349105.000000 Penalty: 3639.481934
	Iteration 12Q: 3 clusters Score -9349105 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -9349295.000000 Penalty: 3639.481934
	Iteration 13Q: 3 clusters Score -9349295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -9349369.000000 Penalty: 3639.481934
	Iteration 14Q: 3 clusters Score -9349369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -9349406.000000 Penalty: 3639.481934
	Iteration 15Q: 3 clusters Score -9349406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -9349432.000000 Penalty: 3639.481934
	Iteration 16Q: 3 clusters Score -9349432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -9349440.000000 Penalty: 3639.481934
	Iteration 17Q: 3 clusters Score -9349440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -9349444.000000 Penalty: 3639.481934
	Iteration 18Q: 3 clusters Score -9349444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9349443.000000 Penalty: 3639.481934
	Iteration 19Q: 3 clusters Score -9349443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -9349444.000000 Penalty: 3639.481934
	Iteration 20F: 3 clusters Score -9349444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9349455.000000 Penalty: 3639.481934
	Iteration 21Q: 3 clusters Score -9349455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -9349456.000000 Penalty: 3639.481934
	Iteration 22Q: 3 clusters Score -9349456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -9349457.000000 Penalty: 3639.481934
	Iteration 23Q: 3 clusters Score -9349457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9349457.000000 Penalty: 3639.481934
	Iteration 24Q: 3 clusters Score -9349457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9349459.000000 Penalty: 3639.481934
	Iteration 25Q: 3 clusters Score -9349459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9349459.000000 Penalty: 3639.481934
	Iteration 26Q: 3 clusters Score -9349459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9349459.000000 Penalty: 3639.481934
	Iteration 27F: 3 clusters Score -9349459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -223266.796875 Penalty: 1229.272949
	Iteration 0F: 2 clusters Score -223266.8 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 974 members 
Entering Unmasked Estep 
Score: -221220.203125 Penalty: 2458.545898
	Iteration 0F: 3 clusters Score -221220.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -221701.640625 Penalty: 2458.545898
	Iteration 1F: 3 clusters Score -221701.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221873.765625 Penalty: 2458.545898
	Iteration 2F: 3 clusters Score -221873.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221995.812500 Penalty: 2458.545898
	Iteration 3F: 3 clusters Score -221995.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -222103.203125 Penalty: 2458.545898
	Iteration 4F: 3 clusters Score -222103.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222152.500000 Penalty: 2458.545898
	Iteration 5Q: 3 clusters Score -222152.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -222188.718750 Penalty: 2458.545898
	Iteration 6Q: 3 clusters Score -222188.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222221.843750 Penalty: 2458.545898
	Iteration 7Q: 3 clusters Score -222221.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222257.359375 Penalty: 2458.545898
	Iteration 8Q: 3 clusters Score -222257.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -222290.906250 Penalty: 2458.545898
	Iteration 9Q: 3 clusters Score -222290.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -222317.500000 Penalty: 2458.545898
	Iteration 10Q: 3 clusters Score -222317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -222333.125000 Penalty: 2458.545898
	Iteration 11Q: 3 clusters Score -222333.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -222343.812500 Penalty: 2458.545898
	Iteration 12Q: 3 clusters Score -222343.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -222355.125000 Penalty: 2458.545898
	Iteration 13Q: 3 clusters Score -222355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -222363.031250 Penalty: 2458.545898
	Iteration 14Q: 3 clusters Score -222363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -222368.671875 Penalty: 2458.545898
	Iteration 15Q: 3 clusters Score -222368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222373.171875 Penalty: 2458.545898
	Iteration 16Q: 3 clusters Score -222373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222379.890625 Penalty: 2458.545898
	Iteration 17Q: 3 clusters Score -222379.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222385.656250 Penalty: 2458.545898
	Iteration 18Q: 3 clusters Score -222385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222387.562500 Penalty: 2458.545898
	Iteration 19Q: 3 clusters Score -222387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222388.359375 Penalty: 2458.545898
	Iteration 20F: 3 clusters Score -222388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222388.515625 Penalty: 2458.545898
	Iteration 21Q: 3 clusters Score -222388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -222388.578125 Penalty: 2458.545898
	Iteration 22Q: 3 clusters Score -222388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222389.343750 Penalty: 2458.545898
	Iteration 23Q: 3 clusters Score -222389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -222390.171875 Penalty: 2458.545898
	Iteration 24Q: 3 clusters Score -222390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222391.875000 Penalty: 2458.545898
	Iteration 25Q: 3 clusters Score -222391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222393.437500 Penalty: 2458.545898
	Iteration 26Q: 3 clusters Score -222393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222393.734375 Penalty: 2458.545898
	Iteration 27Q: 3 clusters Score -222393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222393.734375 Penalty: 2458.545898
	Iteration 28F: 3 clusters Score -222393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (94244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Entering Unmasked Estep 
Score: -12043817.000000 Penalty: 1861.216919
	Iteration 0F: 2 clusters Score -1.204382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -11984738.000000 Penalty: 3722.433838
	Iteration 0F: 3 clusters Score -1.198474e+07 nChanged 45199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -12011890.000000 Penalty: 3722.433838
	Iteration 1F: 3 clusters Score -1.201189e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -12014115.000000 Penalty: 3722.433838
	Iteration 2Q: 3 clusters Score -1.201412e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -12017443.000000 Penalty: 3722.433838
	Iteration 3F: 3 clusters Score -1.201744e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -12022164.000000 Penalty: 3722.433838
	Iteration 4F: 3 clusters Score -1.202216e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -12027808.000000 Penalty: 3722.433838
	Iteration 5F: 3 clusters Score -1.202781e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -12033236.000000 Penalty: 3722.433838
	Iteration 6F: 3 clusters Score -1.203324e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -12037004.000000 Penalty: 3722.433838
	Iteration 7F: 3 clusters Score -1.2037e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -12039176.000000 Penalty: 3722.433838
	Iteration 8Q: 3 clusters Score -1.203918e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -12040359.000000 Penalty: 3722.433838
	Iteration 9Q: 3 clusters Score -1.204036e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -12041183.000000 Penalty: 3722.433838
	Iteration 10Q: 3 clusters Score -1.204118e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -12041776.000000 Penalty: 3722.433838
	Iteration 11Q: 3 clusters Score -1.204178e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -12042289.000000 Penalty: 3722.433838
	Iteration 12Q: 3 clusters Score -1.204229e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -12042665.000000 Penalty: 3722.433838
	Iteration 13Q: 3 clusters Score -1.204266e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -12042929.000000 Penalty: 3722.433838
	Iteration 14Q: 3 clusters Score -1.204293e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -12043239.000000 Penalty: 3722.433838
	Iteration 15Q: 3 clusters Score -1.204324e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -12043547.000000 Penalty: 3722.433838
	Iteration 16Q: 3 clusters Score -1.204355e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -12043810.000000 Penalty: 3722.433838
	Iteration 17Q: 3 clusters Score -1.204381e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -12043965.000000 Penalty: 3722.433838
	Iteration 18Q: 3 clusters Score -1.204396e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -12044037.000000 Penalty: 3722.433838
	Iteration 19Q: 3 clusters Score -1.204404e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -12044185.000000 Penalty: 3722.433838
	Iteration 20F: 3 clusters Score -1.204418e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -12044334.000000 Penalty: 3722.433838
	Iteration 21Q: 3 clusters Score -1.204433e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12044377.000000 Penalty: 3722.433838
	Iteration 22Q: 3 clusters Score -1.204438e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -12044413.000000 Penalty: 3722.433838
	Iteration 23Q: 3 clusters Score -1.204441e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -12044530.000000 Penalty: 3722.433838
	Iteration 24Q: 3 clusters Score -1.204453e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -12044582.000000 Penalty: 3722.433838
	Iteration 25Q: 3 clusters Score -1.204458e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -12044706.000000 Penalty: 3722.433838
	Iteration 26Q: 3 clusters Score -1.204471e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -12044759.000000 Penalty: 3722.433838
	Iteration 27Q: 3 clusters Score -1.204476e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12044808.000000 Penalty: 3722.433838
	Iteration 28Q: 3 clusters Score -1.204481e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12044798.000000 Penalty: 3722.433838
	Iteration 29Q: 3 clusters Score -1.20448e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -12044807.000000 Penalty: 3722.433838
	Iteration 30Q: 3 clusters Score -1.204481e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12044833.000000 Penalty: 3722.433838
	Iteration 31Q: 3 clusters Score -1.204483e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12044845.000000 Penalty: 3722.433838
	Iteration 32Q: 3 clusters Score -1.204484e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12044840.000000 Penalty: 3722.433838
	Iteration 33Q: 3 clusters Score -1.204484e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12044850.000000 Penalty: 3722.433838
	Iteration 34Q: 3 clusters Score -1.204485e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12044860.000000 Penalty: 3722.433838
	Iteration 35Q: 3 clusters Score -1.204486e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12044885.000000 Penalty: 3722.433838
	Iteration 36Q: 3 clusters Score -1.204488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12044867.000000 Penalty: 3722.433838
	Iteration 37Q: 3 clusters Score -1.204487e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12044883.000000 Penalty: 3722.433838
	Iteration 38Q: 3 clusters Score -1.204488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12044870.000000 Penalty: 3722.433838
	Iteration 39Q: 3 clusters Score -1.204487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12044903.000000 Penalty: 3722.433838
	Iteration 40F: 3 clusters Score -1.20449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12044896.000000 Penalty: 3722.433838
	Iteration 41Q: 3 clusters Score -1.20449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12044893.000000 Penalty: 3722.433838
	Iteration 42Q: 3 clusters Score -1.204489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12044897.000000 Penalty: 3722.433838
	Iteration 43Q: 3 clusters Score -1.20449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12044900.000000 Penalty: 3722.433838
	Iteration 44Q: 3 clusters Score -1.20449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12044907.000000 Penalty: 3722.433838
	Iteration 45Q: 3 clusters Score -1.204491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12044907.000000 Penalty: 3722.433838
	Iteration 46Q: 3 clusters Score -1.204491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12044904.000000 Penalty: 3722.433838
	Iteration 47Q: 3 clusters Score -1.20449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12044907.000000 Penalty: 3722.433838
	Iteration 48Q: 3 clusters Score -1.204491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12044923.000000 Penalty: 3722.433838
	Iteration 49Q: 3 clusters Score -1.204492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12044911.000000 Penalty: 3722.433838
	Iteration 50Q: 3 clusters Score -1.204491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12044900.000000 Penalty: 3722.433838
	Iteration 51Q: 3 clusters Score -1.20449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12044907.000000 Penalty: 3722.433838
	Iteration 52Q: 3 clusters Score -1.204491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12044911.000000 Penalty: 3722.433838
	Iteration 53Q: 3 clusters Score -1.204491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12044911.000000 Penalty: 3722.433838
	Iteration 54F: 3 clusters Score -1.204491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 69002 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 16 contains 73014 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 19 contains 93350 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 22 contains 422 members 
Entering Unmasked Estep 
Score: -61633292.000000 Penalty: 40476.707031
Splitting cluster 19 changes total score from -61631948.000000 to -61633292.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 20 (58987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Entering Unmasked Estep 
Score: -7563504.000000 Penalty: 1785.074219
	Iteration 0F: 2 clusters Score -7563504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7524253.000000 Penalty: 3570.148438
	Iteration 0F: 3 clusters Score -7524253 nChanged 27715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7539919.500000 Penalty: 3570.148438
	Iteration 1F: 3 clusters Score -7539920 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -7540320.000000 Penalty: 3570.148438
	Iteration 2Q: 3 clusters Score -7540320 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -7540686.500000 Penalty: 3570.148438
	Iteration 3Q: 3 clusters Score -7540686 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -7541058.000000 Penalty: 3570.148438
	Iteration 4Q: 3 clusters Score -7541058 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7541529.500000 Penalty: 3570.148438
	Iteration 5Q: 3 clusters Score -7541530 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -7542208.000000 Penalty: 3570.148438
	Iteration 6Q: 3 clusters Score -7542208 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -7543425.500000 Penalty: 3570.148438
	Iteration 7Q: 3 clusters Score -7543426 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7545417.500000 Penalty: 3570.148438
	Iteration 8F: 3 clusters Score -7545418 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -7548500.500000 Penalty: 3570.148438
	Iteration 9F: 3 clusters Score -7548500 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -7551956.500000 Penalty: 3570.148438
	Iteration 10F: 3 clusters Score -7551956 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7554410.500000 Penalty: 3570.148438
	Iteration 11F: 3 clusters Score -7554410 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7555609.000000 Penalty: 3570.148438
	Iteration 12Q: 3 clusters Score -7555609 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7556216.500000 Penalty: 3570.148438
	Iteration 13Q: 3 clusters Score -7556216 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7556709.000000 Penalty: 3570.148438
	Iteration 14Q: 3 clusters Score -7556709 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7557213.000000 Penalty: 3570.148438
	Iteration 15Q: 3 clusters Score -7557213 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7557643.500000 Penalty: 3570.148438
	Iteration 16Q: 3 clusters Score -7557644 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7558089 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7558558 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7559000 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7559375 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7559637 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7559931 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7560103 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -7560270.000000 Penalty: 3570.148438
	Iteration 24Q: 3 clusters Score -7560270 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7560452 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -7560627.500000 Penalty: 3570.148438
	Iteration 26Q: 3 clusters Score -7560628 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7560782 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7560911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -7561034.500000 Penalty: 3570.148438
	Iteration 29Q: 3 clusters Score -7561034 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7561153 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7561236 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7561343 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -7561445.500000 Penalty: 3570.148438
	Iteration 33Q: 3 clusters Score -7561446 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -7561516.500000 Penalty: 3570.148438
	Iteration 34Q: 3 clusters Score -7561516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7561557 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -7561603.000000 Penalty: 3570.148438
	Iteration 36Q: 3 clusters Score -7561603 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -7561656.500000 Penalty: 3570.148438
	Iteration 37Q: 3 clusters Score -7561656 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7561704 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -7561742.500000 Penalty: 3570.148438
	Iteration 39Q: 3 clusters Score -7561742 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7561758 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7561796 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7561833.000000 Penalty: 3570.148438
	Iteration 42Q: 3 clusters Score -7561833 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7561858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7561887 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7561912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7561940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -7561958.500000 Penalty: 3570.148438
	Iteration 47Q: 3 clusters Score -7561958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7561959 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7561993.000000 Penalty: 3570.148438
	Iteration 49Q: 3 clusters Score -7561993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7561992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7561994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7561988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7562018 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7562022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7562044 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7562046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7562040.500000 Penalty: 3570.148438
	Iteration 57Q: 3 clusters Score -7562040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7562037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -7562050.000000 Penalty: 3570.148438
	Iteration 59Q: 3 clusters Score -7562050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7562058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7562072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7562073.000000 Penalty: 3570.148438
	Iteration 62Q: 3 clusters Score -7562073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7562074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7562078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7562088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7562086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7562097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7562102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7562092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7562082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7562092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -7562109.500000 Penalty: 3570.148438
	Iteration 72Q: 3 clusters Score -7562110 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -7562114.500000 Penalty: 3570.148438
	Iteration 73Q: 3 clusters Score -7562114 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7562123.000000 Penalty: 3570.148438
	Iteration 74Q: 3 clusters Score -7562123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7562124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -7562143.500000 Penalty: 3570.148438
	Iteration 76Q: 3 clusters Score -7562144 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -7562154.000000 Penalty: 3570.148438
	Iteration 77Q: 3 clusters Score -7562154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -7562142.500000 Penalty: 3570.148438
	Iteration 78Q: 3 clusters Score -7562142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7562144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7562143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7562142 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4532 members 
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Entering Unmasked Estep 
Score: -7562157.000000 Penalty: 3570.148438
	Iteration 82Q: 3 clusters Score -7562157 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4502 members 
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Entering Unmasked Estep 
Score: -7562162.000000 Penalty: 3570.148438
	Iteration 83Q: 3 clusters Score -7562162 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4469 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7562165 nChanged 39
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Mstep: Class 1 contains 4434 members 
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Entering Unmasked Estep 
Score: -7562173.500000 Penalty: 3570.148438
	Iteration 85Q: 3 clusters Score -7562174 nChanged 35
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Mstep: Class 1 contains 4401 members 
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Entering Unmasked Estep 
Score: -7562180.000000 Penalty: 3570.148438
	Iteration 86Q: 3 clusters Score -7562180 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 54627 members 
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	Iteration 87Q: 3 clusters Score -7562170 nChanged 46
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Mstep: Class 1 contains 4326 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7562178 nChanged 42
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Mstep: Class 1 contains 4288 members 
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	Iteration 89Q: 3 clusters Score -7562178 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7562176 nChanged 31
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Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7562181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7562180 nChanged 23
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Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7562174 nChanged 29
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7562187 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7562198 nChanged 27
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7562209 nChanged 21
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7562217 nChanged 14
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7562222 nChanged 19
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Mstep: Class 1 contains 4054 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7562216 nChanged 23
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Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7562212 nChanged 28
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Mstep: Class 1 contains 4005 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7562214 nChanged 25
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Mstep: Class 1 contains 3982 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7562210 nChanged 21
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Mstep: Class 1 contains 3963 members 
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	Iteration 103Q: 3 clusters Score -7562222 nChanged 21
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Mstep: Class 1 contains 3944 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7562220 nChanged 18
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Mstep: Class 1 contains 3926 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7562215 nChanged 17
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Mstep: Class 1 contains 3911 members 
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	Iteration 106Q: 3 clusters Score -7562212 nChanged 10
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Mstep: Class 1 contains 3903 members 
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	Iteration 107Q: 3 clusters Score -7562214 nChanged 10
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Mstep: Class 1 contains 3895 members 
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Entering Unmasked Estep 
Score: -7562218.000000 Penalty: 3570.148438
	Iteration 108Q: 3 clusters Score -7562218 nChanged 9
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Entering Unmasked Estep 
Score: -7562211.500000 Penalty: 3570.148438
	Iteration 109Q: 3 clusters Score -7562212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -7562215.000000 Penalty: 3570.148438
	Iteration 110Q: 3 clusters Score -7562215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -7562220.500000 Penalty: 3570.148438
	Iteration 111Q: 3 clusters Score -7562220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -7562222.500000 Penalty: 3570.148438
	Iteration 112Q: 3 clusters Score -7562222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -7562218.000000 Penalty: 3570.148438
	Iteration 113Q: 3 clusters Score -7562218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7562223.500000 Penalty: 3570.148438
	Iteration 114Q: 3 clusters Score -7562224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7562223.000000 Penalty: 3570.148438
	Iteration 115Q: 3 clusters Score -7562223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -7562219.500000 Penalty: 3570.148438
	Iteration 116Q: 3 clusters Score -7562220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -7562222.000000 Penalty: 3570.148438
	Iteration 117Q: 3 clusters Score -7562222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7562223.500000 Penalty: 3570.148438
	Iteration 118Q: 3 clusters Score -7562224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7562220.000000 Penalty: 3570.148438
	Iteration 119Q: 3 clusters Score -7562220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7562222.000000 Penalty: 3570.148438
	Iteration 120F: 3 clusters Score -7562222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7562225.500000 Penalty: 3570.148438
	Iteration 121Q: 3 clusters Score -7562226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7562228.000000 Penalty: 3570.148438
	Iteration 122Q: 3 clusters Score -7562228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -7562227.000000 Penalty: 3570.148438
	Iteration 123Q: 3 clusters Score -7562227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -7562227.000000 Penalty: 3570.148438
	Iteration 124F: 3 clusters Score -7562227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -40550.617188 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -40550.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39730.406250 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -39730.41 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40078.406250 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -40078.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40268.394531 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -40268.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40400.843750 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -40400.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40454.601562 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -40454.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40468.308594 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -40468.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40509.222656 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -40509.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40551.105469 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -40551.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40637.898438 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -40637.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40726.058594 Penalty: 1964.626709
	Iteration 9F: 3 clusters Score -40726.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40895.984375 Penalty: 1964.626709
	Iteration 10F: 3 clusters Score -40895.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41012.933594 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -41012.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41112.535156 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -41112.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41126.335938 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -41126.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41145.367188 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -41145.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41145.367188 Penalty: 1964.626709
	Iteration 15F: 3 clusters Score -41145.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 69002 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 73014 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 19 contains 93350 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 22 contains 147 members 
Entering Unmasked Estep 
Score: -61632712.000000 Penalty: 42607.062500
Splitting cluster 22 changes total score from -61631948.000000 to -61632712.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 69002 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 16 contains 73014 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 19 contains 93350 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 22 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61633492.000000 Penalty: 42607.062500
Iteration 39Q: 21 clusters Score -6.163349e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 56787 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35214 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 68934 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 35403 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 33347 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 72466 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 19 contains 93344 members 
Mstep: Class 20 contains 59813 members 
Mstep: Class 22 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61634376.000000 Penalty: 42607.062500
Iteration 40F: 21 clusters Score -6.163438e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 35252 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 68894 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 35271 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 33252 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 71979 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 19 contains 93288 members 
Mstep: Class 20 contains 60562 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61634780.000000 Penalty: 42607.062500
Iteration 41Q: 21 clusters Score -6.163478e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 56824 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 35277 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 68843 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 35185 members 
Mstep: Class 12 contains 23763 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 33158 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 71603 members 
Mstep: Class 17 contains 1854 members 
Mstep: Class 19 contains 93180 members 
Mstep: Class 20 contains 61233 members 
Mstep: Class 22 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61635260.000000 Penalty: 42607.062500
Iteration 42Q: 21 clusters Score -6.163526e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 56820 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 35289 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 68815 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 35094 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 33090 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 71325 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 19 contains 93055 members 
Mstep: Class 20 contains 61830 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61635584.000000 Penalty: 42607.062500
Iteration 43Q: 21 clusters Score -6.163558e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 56817 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 35327 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 68803 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 35006 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 33025 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 19 contains 92939 members 
Mstep: Class 20 contains 62362 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61635608.000000 Penalty: 42607.062500
Iteration 44Q: 21 clusters Score -6.163561e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 56819 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 517 members 
Mstep: Class 5 contains 35363 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68799 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34958 members 
Mstep: Class 12 contains 23737 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 32949 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 70825 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 19 contains 92846 members 
Mstep: Class 20 contains 62783 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61635776.000000 Penalty: 42607.062500
Iteration 45Q: 21 clusters Score -6.163578e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 56824 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 35393 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68787 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34920 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 32887 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70672 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 19 contains 92747 members 
Mstep: Class 20 contains 63123 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61635868.000000 Penalty: 42607.062500
Iteration 46Q: 21 clusters Score -6.163587e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 56809 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 35412 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68783 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34875 members 
Mstep: Class 12 contains 23734 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 32853 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70549 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 19 contains 92695 members 
Mstep: Class 20 contains 63395 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636144.000000 Penalty: 42607.062500
Iteration 47Q: 21 clusters Score -6.163614e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 35432 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68778 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34838 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 32833 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70425 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 19 contains 92624 members 
Mstep: Class 20 contains 63644 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636284.000000 Penalty: 42607.062500
Iteration 48Q: 21 clusters Score -6.163628e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 56798 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 35434 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68754 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34811 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 32811 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70371 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 19 contains 92549 members 
Mstep: Class 20 contains 63848 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636296.000000 Penalty: 42607.062500
Iteration 49Q: 21 clusters Score -6.16363e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 531 members 
Mstep: Class 5 contains 35433 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 68739 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 23732 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 32782 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70318 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 19 contains 92505 members 
Mstep: Class 20 contains 64015 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636308.000000 Penalty: 42607.062500
Iteration 50Q: 21 clusters Score -6.163631e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 56798 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 532 members 
Mstep: Class 5 contains 35424 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 68730 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 32753 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70293 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 19 contains 92455 members 
Mstep: Class 20 contains 64162 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636392.000000 Penalty: 42607.062500
Iteration 51Q: 21 clusters Score -6.163639e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 56798 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 533 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68723 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34729 members 
Mstep: Class 12 contains 23737 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 32735 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70280 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 19 contains 92423 members 
Mstep: Class 20 contains 64281 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636292.000000 Penalty: 42607.062500
Iteration 52Q: 21 clusters Score -6.163629e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 56786 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 534 members 
Mstep: Class 5 contains 35396 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68720 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34705 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 32720 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70265 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92412 members 
Mstep: Class 20 contains 64371 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636328.000000 Penalty: 42607.062500
Iteration 53Q: 21 clusters Score -6.163633e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 35380 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68718 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34681 members 
Mstep: Class 12 contains 23734 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32706 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70253 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92396 members 
Mstep: Class 20 contains 64466 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636272.000000 Penalty: 42607.062500
Iteration 54Q: 21 clusters Score -6.163627e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56768 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 35362 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68721 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34657 members 
Mstep: Class 12 contains 23728 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32687 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70236 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92382 members 
Mstep: Class 20 contains 64561 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636336.000000 Penalty: 42607.062500
Iteration 55Q: 21 clusters Score -6.163634e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 56763 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 35353 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68719 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34639 members 
Mstep: Class 12 contains 23725 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32668 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70228 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92380 members 
Mstep: Class 20 contains 64625 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636328.000000 Penalty: 42607.062500
Iteration 56Q: 21 clusters Score -6.163633e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56766 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 35348 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68715 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34621 members 
Mstep: Class 12 contains 23725 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70211 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92375 members 
Mstep: Class 20 contains 64680 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636380.000000 Penalty: 42607.062500
Iteration 57Q: 21 clusters Score -6.163638e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 35349 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68714 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34603 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70196 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 92381 members 
Mstep: Class 20 contains 64714 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636452.000000 Penalty: 42607.062500
Iteration 58Q: 21 clusters Score -6.163645e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56774 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 35351 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68704 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34597 members 
Mstep: Class 12 contains 23725 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32643 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70178 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 19 contains 92387 members 
Mstep: Class 20 contains 64743 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636364.000000 Penalty: 42607.062500
Iteration 59Q: 21 clusters Score -6.163636e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35347 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 68702 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34589 members 
Mstep: Class 12 contains 23725 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32639 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 70169 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 19 contains 92393 members 
Mstep: Class 20 contains 64760 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636432.000000 Penalty: 42607.062500
Iteration 60F: 21 clusters Score -6.163643e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35346 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68702 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 34579 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32634 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 70167 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 19 contains 92396 members 
Mstep: Class 20 contains 64775 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636560.000000 Penalty: 42607.062500
Iteration 61Q: 21 clusters Score -6.163656e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56784 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68701 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 115 members 
Mstep: Class 11 contains 34568 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32630 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 16 contains 70161 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 19 contains 92402 members 
Mstep: Class 20 contains 64788 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636588.000000 Penalty: 42607.062500
Iteration 62Q: 21 clusters Score -6.163659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56782 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35343 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 112 members 
Mstep: Class 11 contains 34566 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32629 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 70155 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 19 contains 92404 members 
Mstep: Class 20 contains 64807 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636568.000000 Penalty: 42607.062500
Iteration 63Q: 21 clusters Score -6.163657e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56784 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35340 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34563 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32624 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70154 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 19 contains 92401 members 
Mstep: Class 20 contains 64826 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636548.000000 Penalty: 42607.062500
Iteration 64Q: 21 clusters Score -6.163655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56781 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68688 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34563 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32618 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70152 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 19 contains 92411 members 
Mstep: Class 20 contains 64833 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636524.000000 Penalty: 42607.062500
Iteration 65Q: 21 clusters Score -6.163652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56781 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68685 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34561 members 
Mstep: Class 12 contains 23728 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70151 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 19 contains 92424 members 
Mstep: Class 20 contains 64838 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636512.000000 Penalty: 42607.062500
Iteration 66Q: 21 clusters Score -6.163651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35334 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34561 members 
Mstep: Class 12 contains 23729 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70153 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 19 contains 92430 members 
Mstep: Class 20 contains 64840 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636544.000000 Penalty: 42607.062500
Iteration 67Q: 21 clusters Score -6.163654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68684 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34556 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70149 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 19 contains 92435 members 
Mstep: Class 20 contains 64840 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636536.000000 Penalty: 42607.062500
Iteration 68Q: 21 clusters Score -6.163654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68683 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34553 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 32602 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70144 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 19 contains 92438 members 
Mstep: Class 20 contains 64846 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636544.000000 Penalty: 42607.062500
Iteration 69Q: 21 clusters Score -6.163654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56779 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68680 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34555 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32601 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70136 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 19 contains 92442 members 
Mstep: Class 20 contains 64851 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636536.000000 Penalty: 42607.062500
Iteration 70Q: 21 clusters Score -6.163654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34554 members 
Mstep: Class 12 contains 23734 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32598 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70138 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 19 contains 92444 members 
Mstep: Class 20 contains 64852 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636456.000000 Penalty: 42607.062500
Iteration 71Q: 21 clusters Score -6.163646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35335 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34552 members 
Mstep: Class 12 contains 23737 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32596 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70132 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 19 contains 92450 members 
Mstep: Class 20 contains 64858 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636460.000000 Penalty: 42607.062500
Iteration 72Q: 21 clusters Score -6.163646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56782 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 68673 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34546 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70128 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 19 contains 92454 members 
Mstep: Class 20 contains 64864 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636452.000000 Penalty: 42607.062500
Iteration 73Q: 21 clusters Score -6.163645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56785 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35335 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34542 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70125 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 19 contains 92457 members 
Mstep: Class 20 contains 64866 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636440.000000 Penalty: 42607.062500
Iteration 74Q: 21 clusters Score -6.163644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56787 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34537 members 
Mstep: Class 12 contains 23743 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32588 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70131 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 19 contains 92454 members 
Mstep: Class 20 contains 64866 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636444.000000 Penalty: 42607.062500
Iteration 75Q: 21 clusters Score -6.163644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56782 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34537 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32586 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70134 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 19 contains 92459 members 
Mstep: Class 20 contains 64868 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636508.000000 Penalty: 42607.062500
Iteration 76Q: 21 clusters Score -6.163651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35332 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34534 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32586 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70137 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92457 members 
Mstep: Class 20 contains 64869 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636488.000000 Penalty: 42607.062500
Iteration 77Q: 21 clusters Score -6.163649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56776 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35332 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34530 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92457 members 
Mstep: Class 20 contains 64874 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636516.000000 Penalty: 42607.062500
Iteration 78Q: 21 clusters Score -6.163652e+07 nChanged 13
Entering ConstructFrom: 
Score: -61636516.000000 Penalty: 42607.062500
Entering ConstructFrom: 
Trying to split cluster 1 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -257393.437500 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -257393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255246.437500 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -255246.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -255705.812500 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -255705.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255796.593750 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -255796.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255857.359375 Penalty: 2487.540039
	Iteration 3Q: 3 clusters Score -255857.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -255904.625000 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -255904.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255941.937500 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -255941.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -255973.609375 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -255973.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255996.640625 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -255996.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -256010.468750 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -256010.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -256021.687500 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -256021.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -256033.484375 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -256033.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256042.359375 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -256042.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -256050.671875 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -256050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -256056.359375 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -256056.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -256063.328125 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -256063.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256067.843750 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -256067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -256071.156250 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -256071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -256072.187500 Penalty: 2487.540039
	Iteration 17Q: 3 clusters Score -256072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -256073.828125 Penalty: 2487.540039
	Iteration 18Q: 3 clusters Score -256073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -256074.734375 Penalty: 2487.540039
	Iteration 19Q: 3 clusters Score -256074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -256074.906250 Penalty: 2487.540039
	Iteration 20F: 3 clusters Score -256074.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Entering Unmasked Estep 
Score: -7240544.500000 Penalty: 1778.863403
	Iteration 0F: 2 clusters Score -7240544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7202739.500000 Penalty: 3557.726807
	Iteration 0F: 3 clusters Score -7202740 nChanged 26645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -7217774.000000 Penalty: 3557.726807
	Iteration 1F: 3 clusters Score -7217774 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -7218227.000000 Penalty: 3557.726807
	Iteration 2Q: 3 clusters Score -7218227 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -7218734.000000 Penalty: 3557.726807
	Iteration 3Q: 3 clusters Score -7218734 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7219285.500000 Penalty: 3557.726807
	Iteration 4Q: 3 clusters Score -7219286 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -7219877.000000 Penalty: 3557.726807
	Iteration 5Q: 3 clusters Score -7219877 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -7220685.500000 Penalty: 3557.726807
	Iteration 6Q: 3 clusters Score -7220686 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7221967.000000 Penalty: 3557.726807
	Iteration 7Q: 3 clusters Score -7221967 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -7223957.000000 Penalty: 3557.726807
	Iteration 8F: 3 clusters Score -7223957 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -7226812.000000 Penalty: 3557.726807
	Iteration 9F: 3 clusters Score -7226812 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -7230462.500000 Penalty: 3557.726807
	Iteration 10F: 3 clusters Score -7230462 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7233639.000000 Penalty: 3557.726807
	Iteration 11F: 3 clusters Score -7233639 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -7235863.000000 Penalty: 3557.726807
	Iteration 12Q: 3 clusters Score -7235863 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7237186.000000 Penalty: 3557.726807
	Iteration 13Q: 3 clusters Score -7237186 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7238017.000000 Penalty: 3557.726807
	Iteration 14Q: 3 clusters Score -7238017 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7238428.500000 Penalty: 3557.726807
	Iteration 15Q: 3 clusters Score -7238428 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7238707.500000 Penalty: 3557.726807
	Iteration 16Q: 3 clusters Score -7238708 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7238895.500000 Penalty: 3557.726807
	Iteration 17Q: 3 clusters Score -7238896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7238993.500000 Penalty: 3557.726807
	Iteration 18Q: 3 clusters Score -7238994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7239053.500000 Penalty: 3557.726807
	Iteration 19Q: 3 clusters Score -7239054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7239095.000000 Penalty: 3557.726807
	Iteration 20F: 3 clusters Score -7239095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7239120.500000 Penalty: 3557.726807
	Iteration 21Q: 3 clusters Score -7239120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7239156.500000 Penalty: 3557.726807
	Iteration 22Q: 3 clusters Score -7239156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7239181.000000 Penalty: 3557.726807
	Iteration 23Q: 3 clusters Score -7239181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7239204.500000 Penalty: 3557.726807
	Iteration 24Q: 3 clusters Score -7239204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7239210.500000 Penalty: 3557.726807
	Iteration 25Q: 3 clusters Score -7239210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7239226.500000 Penalty: 3557.726807
	Iteration 26Q: 3 clusters Score -7239226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7239229.500000 Penalty: 3557.726807
	Iteration 27Q: 3 clusters Score -7239230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7239233.000000 Penalty: 3557.726807
	Iteration 28Q: 3 clusters Score -7239233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7239233.000000 Penalty: 3557.726807
	Iteration 29Q: 3 clusters Score -7239233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7239237.000000 Penalty: 3557.726807
	Iteration 30Q: 3 clusters Score -7239237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7239237.000000 Penalty: 3557.726807
	Iteration 31Q: 3 clusters Score -7239237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7239236.500000 Penalty: 3557.726807
	Iteration 32Q: 3 clusters Score -7239236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7239240.500000 Penalty: 3557.726807
	Iteration 33Q: 3 clusters Score -7239240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7239248.000000 Penalty: 3557.726807
	Iteration 34Q: 3 clusters Score -7239248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7239247.500000 Penalty: 3557.726807
	Iteration 35Q: 3 clusters Score -7239248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7239248.500000 Penalty: 3557.726807
	Iteration 36Q: 3 clusters Score -7239248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7239248.500000 Penalty: 3557.726807
	Iteration 37F: 3 clusters Score -7239248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -638546.750000 Penalty: 1386.174805
	Iteration 0F: 2 clusters Score -638546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -634543.000000 Penalty: 2772.349609
	Iteration 0F: 3 clusters Score -634543 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -635658.125000 Penalty: 2772.349609
	Iteration 1F: 3 clusters Score -635658.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -635890.062500 Penalty: 2772.349609
	Iteration 2F: 3 clusters Score -635890.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -636046.437500 Penalty: 2772.349609
	Iteration 3F: 3 clusters Score -636046.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -636174.625000 Penalty: 2772.349609
	Iteration 4Q: 3 clusters Score -636174.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -636301.625000 Penalty: 2772.349609
	Iteration 5Q: 3 clusters Score -636301.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -636420.437500 Penalty: 2772.349609
	Iteration 6Q: 3 clusters Score -636420.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -636535.250000 Penalty: 2772.349609
	Iteration 7Q: 3 clusters Score -636535.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -636647.687500 Penalty: 2772.349609
	Iteration 8Q: 3 clusters Score -636647.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -636760.062500 Penalty: 2772.349609
	Iteration 9Q: 3 clusters Score -636760.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -636859.562500 Penalty: 2772.349609
	Iteration 10Q: 3 clusters Score -636859.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -636946.062500 Penalty: 2772.349609
	Iteration 11Q: 3 clusters Score -636946.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -637017.687500 Penalty: 2772.349609
	Iteration 12Q: 3 clusters Score -637017.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -637072.312500 Penalty: 2772.349609
	Iteration 13Q: 3 clusters Score -637072.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -637124.625000 Penalty: 2772.349609
	Iteration 14Q: 3 clusters Score -637124.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -637162.062500 Penalty: 2772.349609
	Iteration 15Q: 3 clusters Score -637162.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -637193.000000 Penalty: 2772.349609
	Iteration 16Q: 3 clusters Score -637193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -637221.000000 Penalty: 2772.349609
	Iteration 17Q: 3 clusters Score -637221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -637256.937500 Penalty: 2772.349609
	Iteration 18Q: 3 clusters Score -637256.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -637289.437500 Penalty: 2772.349609
	Iteration 19Q: 3 clusters Score -637289.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -637318.500000 Penalty: 2772.349609
	Iteration 20F: 3 clusters Score -637318.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -637338.187500 Penalty: 2772.349609
	Iteration 21Q: 3 clusters Score -637338.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -637360.187500 Penalty: 2772.349609
	Iteration 22Q: 3 clusters Score -637360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -637384.500000 Penalty: 2772.349609
	Iteration 23Q: 3 clusters Score -637384.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -637412.625000 Penalty: 2772.349609
	Iteration 24Q: 3 clusters Score -637412.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -637445.937500 Penalty: 2772.349609
	Iteration 25Q: 3 clusters Score -637445.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -637482.062500 Penalty: 2772.349609
	Iteration 26Q: 3 clusters Score -637482.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -637515.562500 Penalty: 2772.349609
	Iteration 27Q: 3 clusters Score -637515.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -637558.187500 Penalty: 2772.349609
	Iteration 28Q: 3 clusters Score -637558.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -637602.187500 Penalty: 2772.349609
	Iteration 29Q: 3 clusters Score -637602.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -637652.187500 Penalty: 2772.349609
	Iteration 30Q: 3 clusters Score -637652.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -637701.500000 Penalty: 2772.349609
	Iteration 31Q: 3 clusters Score -637701.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -637748.375000 Penalty: 2772.349609
	Iteration 32Q: 3 clusters Score -637748.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -637781.500000 Penalty: 2772.349609
	Iteration 33Q: 3 clusters Score -637781.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -637800.562500 Penalty: 2772.349609
	Iteration 34Q: 3 clusters Score -637800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -637815.500000 Penalty: 2772.349609
	Iteration 35Q: 3 clusters Score -637815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -637822.812500 Penalty: 2772.349609
	Iteration 36Q: 3 clusters Score -637822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -637826.375000 Penalty: 2772.349609
	Iteration 37Q: 3 clusters Score -637826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -637828.000000 Penalty: 2772.349609
	Iteration 38Q: 3 clusters Score -637828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -637830.062500 Penalty: 2772.349609
	Iteration 39Q: 3 clusters Score -637830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -637832.062500 Penalty: 2772.349609
	Iteration 40F: 3 clusters Score -637832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -637835.750000 Penalty: 2772.349609
	Iteration 41Q: 3 clusters Score -637835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -637838.812500 Penalty: 2772.349609
	Iteration 42Q: 3 clusters Score -637838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -637839.937500 Penalty: 2772.349609
	Iteration 43Q: 3 clusters Score -637839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -637840.812500 Penalty: 2772.349609
	Iteration 44Q: 3 clusters Score -637840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -637841.187500 Penalty: 2772.349609
	Iteration 45Q: 3 clusters Score -637841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -637841.187500 Penalty: 2772.349609
	Iteration 46F: 3 clusters Score -637841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -60051.082031 Penalty: 1022.078796
	Iteration 0F: 2 clusters Score -60051.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59000.148438 Penalty: 2044.157593
	Iteration 0F: 3 clusters Score -59000.15 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59233.558594 Penalty: 2044.157593
	Iteration 1F: 3 clusters Score -59233.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59294.449219 Penalty: 2044.157593
	Iteration 2F: 3 clusters Score -59294.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59325.871094 Penalty: 2044.157593
	Iteration 3Q: 3 clusters Score -59325.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59348.351562 Penalty: 2044.157593
	Iteration 4Q: 3 clusters Score -59348.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59364.355469 Penalty: 2044.157593
	Iteration 5Q: 3 clusters Score -59364.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59371.742188 Penalty: 2044.157593
	Iteration 6Q: 3 clusters Score -59371.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59381.199219 Penalty: 2044.157593
	Iteration 7Q: 3 clusters Score -59381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59400.734375 Penalty: 2044.157593
	Iteration 8Q: 3 clusters Score -59400.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59408.980469 Penalty: 2044.157593
	Iteration 9Q: 3 clusters Score -59408.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59412.304688 Penalty: 2044.157593
	Iteration 10Q: 3 clusters Score -59412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59417.593750 Penalty: 2044.157593
	Iteration 11Q: 3 clusters Score -59417.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59423.996094 Penalty: 2044.157593
	Iteration 12Q: 3 clusters Score -59424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59429.558594 Penalty: 2044.157593
	Iteration 13Q: 3 clusters Score -59429.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59437.730469 Penalty: 2044.157593
	Iteration 14Q: 3 clusters Score -59437.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59438.871094 Penalty: 2044.157593
	Iteration 15Q: 3 clusters Score -59438.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59438.871094 Penalty: 2044.157593
	Iteration 16F: 3 clusters Score -59438.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Entering Unmasked Estep 
Score: -4520461.500000 Penalty: 1701.770020
	Iteration 0F: 2 clusters Score -4520462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4496785.500000 Penalty: 3403.540039
	Iteration 0F: 3 clusters Score -4496786 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4505909.500000 Penalty: 3403.540039
	Iteration 1F: 3 clusters Score -4505910 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4506279.500000 Penalty: 3403.540039
	Iteration 2Q: 3 clusters Score -4506280 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4506704.000000 Penalty: 3403.540039
	Iteration 3Q: 3 clusters Score -4506704 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4507199.000000 Penalty: 3403.540039
	Iteration 4Q: 3 clusters Score -4507199 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4507731.000000 Penalty: 3403.540039
	Iteration 5Q: 3 clusters Score -4507731 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4508458.000000 Penalty: 3403.540039
	Iteration 6Q: 3 clusters Score -4508458 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4509515.000000 Penalty: 3403.540039
	Iteration 7F: 3 clusters Score -4509515 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -4510850.500000 Penalty: 3403.540039
	Iteration 8F: 3 clusters Score -4510850 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4512295.500000 Penalty: 3403.540039
	Iteration 9F: 3 clusters Score -4512296 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4513381.000000 Penalty: 3403.540039
	Iteration 10F: 3 clusters Score -4513381 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4514038.000000 Penalty: 3403.540039
	Iteration 11Q: 3 clusters Score -4514038 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4514408.000000 Penalty: 3403.540039
	Iteration 12Q: 3 clusters Score -4514408 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4514662.000000 Penalty: 3403.540039
	Iteration 13Q: 3 clusters Score -4514662 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -4514976.500000 Penalty: 3403.540039
	Iteration 14Q: 3 clusters Score -4514976 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4515269.000000 Penalty: 3403.540039
	Iteration 15Q: 3 clusters Score -4515269 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4515575.000000 Penalty: 3403.540039
	Iteration 16Q: 3 clusters Score -4515575 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4515902.500000 Penalty: 3403.540039
	Iteration 17Q: 3 clusters Score -4515902 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -4516213.000000 Penalty: 3403.540039
	Iteration 18Q: 3 clusters Score -4516213 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4516536.500000 Penalty: 3403.540039
	Iteration 19Q: 3 clusters Score -4516536 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4516918.000000 Penalty: 3403.540039
	Iteration 20F: 3 clusters Score -4516918 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4517213.000000 Penalty: 3403.540039
	Iteration 21Q: 3 clusters Score -4517213 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4517478.500000 Penalty: 3403.540039
	Iteration 22Q: 3 clusters Score -4517478 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4517694.500000 Penalty: 3403.540039
	Iteration 23Q: 3 clusters Score -4517694 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4517831.500000 Penalty: 3403.540039
	Iteration 24Q: 3 clusters Score -4517832 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4517944.000000 Penalty: 3403.540039
	Iteration 25Q: 3 clusters Score -4517944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4518019.500000 Penalty: 3403.540039
	Iteration 26Q: 3 clusters Score -4518020 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4518083.000000 Penalty: 3403.540039
	Iteration 27Q: 3 clusters Score -4518083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4518110.000000 Penalty: 3403.540039
	Iteration 28Q: 3 clusters Score -4518110 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4518137.500000 Penalty: 3403.540039
	Iteration 29Q: 3 clusters Score -4518138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4518192.000000 Penalty: 3403.540039
	Iteration 30Q: 3 clusters Score -4518192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4518232.000000 Penalty: 3403.540039
	Iteration 31Q: 3 clusters Score -4518232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4518241.500000 Penalty: 3403.540039
	Iteration 32Q: 3 clusters Score -4518242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4518269.500000 Penalty: 3403.540039
	Iteration 33Q: 3 clusters Score -4518270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4518300.500000 Penalty: 3403.540039
	Iteration 34Q: 3 clusters Score -4518300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4518326.000000 Penalty: 3403.540039
	Iteration 35Q: 3 clusters Score -4518326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4518342.000000 Penalty: 3403.540039
	Iteration 36Q: 3 clusters Score -4518342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4518360.000000 Penalty: 3403.540039
	Iteration 37Q: 3 clusters Score -4518360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4518379.000000 Penalty: 3403.540039
	Iteration 38Q: 3 clusters Score -4518379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4518373.000000 Penalty: 3403.540039
	Iteration 39Q: 3 clusters Score -4518373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4518381.000000 Penalty: 3403.540039
	Iteration 40F: 3 clusters Score -4518381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4518389.000000 Penalty: 3403.540039
	Iteration 41Q: 3 clusters Score -4518389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4518397.000000 Penalty: 3403.540039
	Iteration 42Q: 3 clusters Score -4518397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4518411.000000 Penalty: 3403.540039
	Iteration 43Q: 3 clusters Score -4518411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4518420.500000 Penalty: 3403.540039
	Iteration 44Q: 3 clusters Score -4518420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4518434.000000 Penalty: 3403.540039
	Iteration 45Q: 3 clusters Score -4518434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4518451.000000 Penalty: 3403.540039
	Iteration 46Q: 3 clusters Score -4518451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4518456.000000 Penalty: 3403.540039
	Iteration 47Q: 3 clusters Score -4518456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4518459.500000 Penalty: 3403.540039
	Iteration 48Q: 3 clusters Score -4518460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4518475.500000 Penalty: 3403.540039
	Iteration 49Q: 3 clusters Score -4518476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4518475.500000 Penalty: 3403.540039
	Iteration 50Q: 3 clusters Score -4518476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4518492.000000 Penalty: 3403.540039
	Iteration 51Q: 3 clusters Score -4518492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4518510.000000 Penalty: 3403.540039
	Iteration 52Q: 3 clusters Score -4518510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4518523.500000 Penalty: 3403.540039
	Iteration 53Q: 3 clusters Score -4518524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4518527.000000 Penalty: 3403.540039
	Iteration 54Q: 3 clusters Score -4518527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4518542.000000 Penalty: 3403.540039
	Iteration 55Q: 3 clusters Score -4518542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4518561.500000 Penalty: 3403.540039
	Iteration 56Q: 3 clusters Score -4518562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4518571.000000 Penalty: 3403.540039
	Iteration 57Q: 3 clusters Score -4518571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4518577.500000 Penalty: 3403.540039
	Iteration 58Q: 3 clusters Score -4518578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4518590.000000 Penalty: 3403.540039
	Iteration 59Q: 3 clusters Score -4518590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4518602.500000 Penalty: 3403.540039
	Iteration 60F: 3 clusters Score -4518602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4518611.000000 Penalty: 3403.540039
	Iteration 61Q: 3 clusters Score -4518611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4518613.000000 Penalty: 3403.540039
	Iteration 62Q: 3 clusters Score -4518613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4518625.000000 Penalty: 3403.540039
	Iteration 63Q: 3 clusters Score -4518625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4518635.000000 Penalty: 3403.540039
	Iteration 64Q: 3 clusters Score -4518635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4518640.000000 Penalty: 3403.540039
	Iteration 65Q: 3 clusters Score -4518640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4518649.500000 Penalty: 3403.540039
	Iteration 66Q: 3 clusters Score -4518650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4518644.000000 Penalty: 3403.540039
	Iteration 67Q: 3 clusters Score -4518644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4518650.000000 Penalty: 3403.540039
	Iteration 68Q: 3 clusters Score -4518650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4518666.000000 Penalty: 3403.540039
	Iteration 69Q: 3 clusters Score -4518666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4518663.500000 Penalty: 3403.540039
	Iteration 70Q: 3 clusters Score -4518664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4518679.500000 Penalty: 3403.540039
	Iteration 71Q: 3 clusters Score -4518680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4518691.000000 Penalty: 3403.540039
	Iteration 72Q: 3 clusters Score -4518691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4518700.000000 Penalty: 3403.540039
	Iteration 73Q: 3 clusters Score -4518700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4518702.000000 Penalty: 3403.540039
	Iteration 74Q: 3 clusters Score -4518702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4518704.500000 Penalty: 3403.540039
	Iteration 75Q: 3 clusters Score -4518704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4518703.500000 Penalty: 3403.540039
	Iteration 76Q: 3 clusters Score -4518704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4518705.000000 Penalty: 3403.540039
	Iteration 77Q: 3 clusters Score -4518705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4518707.000000 Penalty: 3403.540039
	Iteration 78Q: 3 clusters Score -4518707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4518707.500000 Penalty: 3403.540039
	Iteration 79Q: 3 clusters Score -4518708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4518709.000000 Penalty: 3403.540039
	Iteration 80F: 3 clusters Score -4518709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4518702.500000 Penalty: 3403.540039
	Iteration 81Q: 3 clusters Score -4518702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4518706.000000 Penalty: 3403.540039
	Iteration 82Q: 3 clusters Score -4518706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4518711.000000 Penalty: 3403.540039
	Iteration 83Q: 3 clusters Score -4518711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4518717.000000 Penalty: 3403.540039
	Iteration 84Q: 3 clusters Score -4518717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4518716.000000 Penalty: 3403.540039
	Iteration 85Q: 3 clusters Score -4518716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4518715.500000 Penalty: 3403.540039
	Iteration 86Q: 3 clusters Score -4518716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4518719.000000 Penalty: 3403.540039
	Iteration 87Q: 3 clusters Score -4518719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4518730.000000 Penalty: 3403.540039
	Iteration 88Q: 3 clusters Score -4518730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4518732.000000 Penalty: 3403.540039
	Iteration 89Q: 3 clusters Score -4518732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4518737.000000 Penalty: 3403.540039
	Iteration 90Q: 3 clusters Score -4518737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4518736.000000 Penalty: 3403.540039
	Iteration 91Q: 3 clusters Score -4518736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4518733.000000 Penalty: 3403.540039
	Iteration 92Q: 3 clusters Score -4518733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4518731.000000 Penalty: 3403.540039
	Iteration 93Q: 3 clusters Score -4518731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4518730.000000 Penalty: 3403.540039
	Iteration 94Q: 3 clusters Score -4518730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4518739.500000 Penalty: 3403.540039
	Iteration 95Q: 3 clusters Score -4518740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4518736.500000 Penalty: 3403.540039
	Iteration 96Q: 3 clusters Score -4518736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4518741.000000 Penalty: 3403.540039
	Iteration 97Q: 3 clusters Score -4518741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4518738.500000 Penalty: 3403.540039
	Iteration 98Q: 3 clusters Score -4518738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4518741.000000 Penalty: 3403.540039
	Iteration 99Q: 3 clusters Score -4518741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4518744.500000 Penalty: 3403.540039
	Iteration 100F: 3 clusters Score -4518744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4518739.000000 Penalty: 3403.540039
	Iteration 101Q: 3 clusters Score -4518739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4518746.500000 Penalty: 3403.540039
	Iteration 102Q: 3 clusters Score -4518746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4518747.000000 Penalty: 3403.540039
	Iteration 103Q: 3 clusters Score -4518747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4518746.000000 Penalty: 3403.540039
	Iteration 104Q: 3 clusters Score -4518746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4518746.500000 Penalty: 3403.540039
	Iteration 105Q: 3 clusters Score -4518746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4518746.500000 Penalty: 3403.540039
	Iteration 106F: 3 clusters Score -4518746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17211.855469 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17211.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16532.851562 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16532.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16709.373047 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16709.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16746.705078 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16746.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16761.136719 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -16761.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16761.136719 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -16761.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -50418.527344 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -50418.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49378.589844 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -49378.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49535.175781 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -49535.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49571.800781 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -49571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49587.167969 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -49587.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49599.714844 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -49599.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49607.777344 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -49607.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49613.042969 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -49613.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49614.839844 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -49614.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49615.375000 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -49615.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49616.429688 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -49616.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49621.343750 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -49621.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49628.839844 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -49628.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49633.875000 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -49633.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49636.339844 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -49636.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49636.804688 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -49636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49636.804688 Penalty: 2005.802612
	Iteration 15F: 3 clusters Score -49636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Entering Unmasked Estep 
Score: -8747951.000000 Penalty: 1809.794800
	Iteration 0F: 2 clusters Score -8747951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8702640.000000 Penalty: 3619.589600
	Iteration 0F: 3 clusters Score -8702640 nChanged 32360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -8721414.000000 Penalty: 3619.589600
	Iteration 1F: 3 clusters Score -8721414 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -8722480.000000 Penalty: 3619.589600
	Iteration 2Q: 3 clusters Score -8722480 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8724189.000000 Penalty: 3619.589600
	Iteration 3F: 3 clusters Score -8724189 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8727261.000000 Penalty: 3619.589600
	Iteration 4F: 3 clusters Score -8727261 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -8732274.000000 Penalty: 3619.589600
	Iteration 5F: 3 clusters Score -8732274 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -8738246.000000 Penalty: 3619.589600
	Iteration 6F: 3 clusters Score -8738246 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -8743023.000000 Penalty: 3619.589600
	Iteration 7F: 3 clusters Score -8743023 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -8745324.000000 Penalty: 3619.589600
	Iteration 8Q: 3 clusters Score -8745324 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -8746037.000000 Penalty: 3619.589600
	Iteration 9Q: 3 clusters Score -8746037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -8746208.000000 Penalty: 3619.589600
	Iteration 10Q: 3 clusters Score -8746208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -8746289.000000 Penalty: 3619.589600
	Iteration 11Q: 3 clusters Score -8746289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -8746317.000000 Penalty: 3619.589600
	Iteration 12Q: 3 clusters Score -8746317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -8746331.000000 Penalty: 3619.589600
	Iteration 13Q: 3 clusters Score -8746331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8746335.000000 Penalty: 3619.589600
	Iteration 14Q: 3 clusters Score -8746335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8746335.000000 Penalty: 3619.589600
	Iteration 15F: 3 clusters Score -8746335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -347764.875000 Penalty: 1296.642578
	Iteration 0F: 2 clusters Score -347764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345066.000000 Penalty: 2593.285156
	Iteration 0F: 3 clusters Score -345066 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -345695.812500 Penalty: 2593.285156
	Iteration 1F: 3 clusters Score -345695.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -345789.937500 Penalty: 2593.285156
	Iteration 2F: 3 clusters Score -345789.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345843.531250 Penalty: 2593.285156
	Iteration 3Q: 3 clusters Score -345843.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -345876.625000 Penalty: 2593.285156
	Iteration 4Q: 3 clusters Score -345876.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -345910.375000 Penalty: 2593.285156
	Iteration 5Q: 3 clusters Score -345910.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345939.656250 Penalty: 2593.285156
	Iteration 6Q: 3 clusters Score -345939.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -345967.343750 Penalty: 2593.285156
	Iteration 7Q: 3 clusters Score -345967.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -345991.656250 Penalty: 2593.285156
	Iteration 8Q: 3 clusters Score -345991.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346009.218750 Penalty: 2593.285156
	Iteration 9Q: 3 clusters Score -346009.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -346018.312500 Penalty: 2593.285156
	Iteration 10Q: 3 clusters Score -346018.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346030.062500 Penalty: 2593.285156
	Iteration 11Q: 3 clusters Score -346030.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346043.750000 Penalty: 2593.285156
	Iteration 12Q: 3 clusters Score -346043.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -346056.531250 Penalty: 2593.285156
	Iteration 13Q: 3 clusters Score -346056.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -346070.031250 Penalty: 2593.285156
	Iteration 14Q: 3 clusters Score -346070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346077.843750 Penalty: 2593.285156
	Iteration 15Q: 3 clusters Score -346077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -346084.281250 Penalty: 2593.285156
	Iteration 16Q: 3 clusters Score -346084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -346086.250000 Penalty: 2593.285156
	Iteration 17Q: 3 clusters Score -346086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346088.125000 Penalty: 2593.285156
	Iteration 18Q: 3 clusters Score -346088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346089.968750 Penalty: 2593.285156
	Iteration 19Q: 3 clusters Score -346090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -346091.718750 Penalty: 2593.285156
	Iteration 20F: 3 clusters Score -346091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -346093.343750 Penalty: 2593.285156
	Iteration 21Q: 3 clusters Score -346093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346093.781250 Penalty: 2593.285156
	Iteration 22Q: 3 clusters Score -346093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -346094.343750 Penalty: 2593.285156
	Iteration 23Q: 3 clusters Score -346094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -346095.062500 Penalty: 2593.285156
	Iteration 24Q: 3 clusters Score -346095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346095.375000 Penalty: 2593.285156
	Iteration 25Q: 3 clusters Score -346095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -346096.875000 Penalty: 2593.285156
	Iteration 26Q: 3 clusters Score -346096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346098.437500 Penalty: 2593.285156
	Iteration 27Q: 3 clusters Score -346098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -346099.218750 Penalty: 2593.285156
	Iteration 28Q: 3 clusters Score -346099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -346100.281250 Penalty: 2593.285156
	Iteration 29Q: 3 clusters Score -346100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346103.593750 Penalty: 2593.285156
	Iteration 30Q: 3 clusters Score -346103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346105.218750 Penalty: 2593.285156
	Iteration 31Q: 3 clusters Score -346105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -346110.093750 Penalty: 2593.285156
	Iteration 32Q: 3 clusters Score -346110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -346113.062500 Penalty: 2593.285156
	Iteration 33Q: 3 clusters Score -346113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -346116.500000 Penalty: 2593.285156
	Iteration 34Q: 3 clusters Score -346116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -346118.031250 Penalty: 2593.285156
	Iteration 35Q: 3 clusters Score -346118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346117.562500 Penalty: 2593.285156
	Iteration 36Q: 3 clusters Score -346117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346117.562500 Penalty: 2593.285156
	Iteration 37F: 3 clusters Score -346117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -8134.987305 Penalty: 765.298706
	Iteration 0F: 2 clusters Score -8134.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7663.770020 Penalty: 1530.597412
	Iteration 0F: 3 clusters Score -7663.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7774.899414 Penalty: 1530.597412
	Iteration 1F: 3 clusters Score -7774.899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7785.957031 Penalty: 1530.597412
	Iteration 2Q: 3 clusters Score -7785.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7794.001953 Penalty: 1530.597412
	Iteration 3Q: 3 clusters Score -7794.002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7833.089844 Penalty: 1530.597412
	Iteration 4Q: 3 clusters Score -7833.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7837.216309 Penalty: 1530.597412
	Iteration 5Q: 3 clusters Score -7837.216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7837.216309 Penalty: 1530.597412
	Iteration 6F: 3 clusters Score -7837.216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Entering Unmasked Estep 
Score: -4225858.000000 Penalty: 1698.047974
	Iteration 0F: 2 clusters Score -4225858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4202600.500000 Penalty: 3396.095947
	Iteration 0F: 3 clusters Score -4202600 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4211466.000000 Penalty: 3396.095947
	Iteration 1F: 3 clusters Score -4211466 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4211757.000000 Penalty: 3396.095947
	Iteration 2Q: 3 clusters Score -4211757 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4212012.500000 Penalty: 3396.095947
	Iteration 3Q: 3 clusters Score -4212012 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4212238.000000 Penalty: 3396.095947
	Iteration 4Q: 3 clusters Score -4212238 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4212516.000000 Penalty: 3396.095947
	Iteration 5Q: 3 clusters Score -4212516 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4212783.500000 Penalty: 3396.095947
	Iteration 6Q: 3 clusters Score -4212784 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4213073.000000 Penalty: 3396.095947
	Iteration 7Q: 3 clusters Score -4213073 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4213506.000000 Penalty: 3396.095947
	Iteration 8Q: 3 clusters Score -4213506 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4214193.500000 Penalty: 3396.095947
	Iteration 9Q: 3 clusters Score -4214194 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -4215280.500000 Penalty: 3396.095947
	Iteration 10F: 3 clusters Score -4215280 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -4216891.000000 Penalty: 3396.095947
	Iteration 11F: 3 clusters Score -4216891 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4218898.500000 Penalty: 3396.095947
	Iteration 12F: 3 clusters Score -4218898 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4221004.000000 Penalty: 3396.095947
	Iteration 13F: 3 clusters Score -4221004 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4222540.000000 Penalty: 3396.095947
	Iteration 14Q: 3 clusters Score -4222540 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4223388.500000 Penalty: 3396.095947
	Iteration 15Q: 3 clusters Score -4223388 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4223869.500000 Penalty: 3396.095947
	Iteration 16Q: 3 clusters Score -4223870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4224144.500000 Penalty: 3396.095947
	Iteration 17Q: 3 clusters Score -4224144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4224282.500000 Penalty: 3396.095947
	Iteration 18Q: 3 clusters Score -4224282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4224386.000000 Penalty: 3396.095947
	Iteration 19Q: 3 clusters Score -4224386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4224436.000000 Penalty: 3396.095947
	Iteration 20F: 3 clusters Score -4224436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4224469.500000 Penalty: 3396.095947
	Iteration 21Q: 3 clusters Score -4224470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4224481.500000 Penalty: 3396.095947
	Iteration 22Q: 3 clusters Score -4224482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4224497.000000 Penalty: 3396.095947
	Iteration 23Q: 3 clusters Score -4224497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4224506.000000 Penalty: 3396.095947
	Iteration 24Q: 3 clusters Score -4224506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4224518.000000 Penalty: 3396.095947
	Iteration 25Q: 3 clusters Score -4224518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4224519.500000 Penalty: 3396.095947
	Iteration 26Q: 3 clusters Score -4224520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4224516.000000 Penalty: 3396.095947
	Iteration 27Q: 3 clusters Score -4224516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4224520.500000 Penalty: 3396.095947
	Iteration 28Q: 3 clusters Score -4224520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4224517.500000 Penalty: 3396.095947
	Iteration 29Q: 3 clusters Score -4224518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4224520.500000 Penalty: 3396.095947
	Iteration 30Q: 3 clusters Score -4224520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4224520.500000 Penalty: 3396.095947
	Iteration 31F: 3 clusters Score -4224520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Entering Unmasked Estep 
Score: -3012027.250000 Penalty: 1637.215088
	Iteration 0F: 2 clusters Score -3012027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2995915.250000 Penalty: 3274.430176
	Iteration 0F: 3 clusters Score -2995915 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3001829.250000 Penalty: 3274.430176
	Iteration 1F: 3 clusters Score -3001829 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3002089.000000 Penalty: 3274.430176
	Iteration 2Q: 3 clusters Score -3002089 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3002339.000000 Penalty: 3274.430176
	Iteration 3Q: 3 clusters Score -3002339 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3002601.750000 Penalty: 3274.430176
	Iteration 4Q: 3 clusters Score -3002602 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3002911.500000 Penalty: 3274.430176
	Iteration 5Q: 3 clusters Score -3002912 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3003355.750000 Penalty: 3274.430176
	Iteration 6Q: 3 clusters Score -3003356 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3004011.500000 Penalty: 3274.430176
	Iteration 7F: 3 clusters Score -3004012 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3005048.750000 Penalty: 3274.430176
	Iteration 8F: 3 clusters Score -3005049 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3006505.500000 Penalty: 3274.430176
	Iteration 9F: 3 clusters Score -3006506 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3008109.250000 Penalty: 3274.430176
	Iteration 10F: 3 clusters Score -3008109 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3009427.750000 Penalty: 3274.430176
	Iteration 11F: 3 clusters Score -3009428 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3010134.750000 Penalty: 3274.430176
	Iteration 12Q: 3 clusters Score -3010135 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3010437.250000 Penalty: 3274.430176
	Iteration 13Q: 3 clusters Score -3010437 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3010556.250000 Penalty: 3274.430176
	Iteration 14Q: 3 clusters Score -3010556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3010599.000000 Penalty: 3274.430176
	Iteration 15Q: 3 clusters Score -3010599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3010634.000000 Penalty: 3274.430176
	Iteration 16Q: 3 clusters Score -3010634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3010662.000000 Penalty: 3274.430176
	Iteration 17Q: 3 clusters Score -3010662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3010673.250000 Penalty: 3274.430176
	Iteration 18Q: 3 clusters Score -3010673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3010680.250000 Penalty: 3274.430176
	Iteration 19Q: 3 clusters Score -3010680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3010693.500000 Penalty: 3274.430176
	Iteration 20F: 3 clusters Score -3010694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3010712.750000 Penalty: 3274.430176
	Iteration 21Q: 3 clusters Score -3010713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3010719.750000 Penalty: 3274.430176
	Iteration 22Q: 3 clusters Score -3010720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3010721.000000 Penalty: 3274.430176
	Iteration 23Q: 3 clusters Score -3010721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3010719.500000 Penalty: 3274.430176
	Iteration 24Q: 3 clusters Score -3010720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3010719.000000 Penalty: 3274.430176
	Iteration 25Q: 3 clusters Score -3010719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3010720.500000 Penalty: 3274.430176
	Iteration 26Q: 3 clusters Score -3010720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3010727.750000 Penalty: 3274.430176
	Iteration 27Q: 3 clusters Score -3010728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3010732.500000 Penalty: 3274.430176
	Iteration 28Q: 3 clusters Score -3010732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3010733.250000 Penalty: 3274.430176
	Iteration 29Q: 3 clusters Score -3010733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3010736.500000 Penalty: 3274.430176
	Iteration 30Q: 3 clusters Score -3010736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3010740.750000 Penalty: 3274.430176
	Iteration 31Q: 3 clusters Score -3010741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3010744.500000 Penalty: 3274.430176
	Iteration 32Q: 3 clusters Score -3010744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3010747.000000 Penalty: 3274.430176
	Iteration 33Q: 3 clusters Score -3010747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3010749.000000 Penalty: 3274.430176
	Iteration 34Q: 3 clusters Score -3010749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3010752.500000 Penalty: 3274.430176
	Iteration 35Q: 3 clusters Score -3010752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3010752.500000 Penalty: 3274.430176
	Iteration 36F: 3 clusters Score -3010752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -115471.945312 Penalty: 1108.075195
	Iteration 0F: 2 clusters Score -115471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114093.156250 Penalty: 2216.150391
	Iteration 0F: 3 clusters Score -114093.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114331.578125 Penalty: 2216.150391
	Iteration 1F: 3 clusters Score -114331.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114382.468750 Penalty: 2216.150391
	Iteration 2F: 3 clusters Score -114382.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114400.734375 Penalty: 2216.150391
	Iteration 3Q: 3 clusters Score -114400.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114413.281250 Penalty: 2216.150391
	Iteration 4Q: 3 clusters Score -114413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114423.234375 Penalty: 2216.150391
	Iteration 5Q: 3 clusters Score -114423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114428.421875 Penalty: 2216.150391
	Iteration 6Q: 3 clusters Score -114428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114431.828125 Penalty: 2216.150391
	Iteration 7Q: 3 clusters Score -114431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114439.937500 Penalty: 2216.150391
	Iteration 8Q: 3 clusters Score -114439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114448.140625 Penalty: 2216.150391
	Iteration 9Q: 3 clusters Score -114448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114453.515625 Penalty: 2216.150391
	Iteration 10Q: 3 clusters Score -114453.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114457.195312 Penalty: 2216.150391
	Iteration 11Q: 3 clusters Score -114457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114460.718750 Penalty: 2216.150391
	Iteration 12Q: 3 clusters Score -114460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114465.031250 Penalty: 2216.150391
	Iteration 13Q: 3 clusters Score -114465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -114466.867188 Penalty: 2216.150391
	Iteration 14Q: 3 clusters Score -114466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114468.820312 Penalty: 2216.150391
	Iteration 15Q: 3 clusters Score -114468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114471.023438 Penalty: 2216.150391
	Iteration 16Q: 3 clusters Score -114471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114472.507812 Penalty: 2216.150391
	Iteration 17Q: 3 clusters Score -114472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114472.726562 Penalty: 2216.150391
	Iteration 18Q: 3 clusters Score -114472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114472.726562 Penalty: 2216.150391
	Iteration 19F: 3 clusters Score -114472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Entering Unmasked Estep 
Score: -4152106.250000 Penalty: 1688.636230
	Iteration 0F: 2 clusters Score -4152106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4130148.500000 Penalty: 3377.272461
	Iteration 0F: 3 clusters Score -4130148 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4138548.250000 Penalty: 3377.272461
	Iteration 1F: 3 clusters Score -4138548 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4138820.750000 Penalty: 3377.272461
	Iteration 2Q: 3 clusters Score -4138821 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4139087.000000 Penalty: 3377.272461
	Iteration 3Q: 3 clusters Score -4139087 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4139288.000000 Penalty: 3377.272461
	Iteration 4Q: 3 clusters Score -4139288 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4139504.750000 Penalty: 3377.272461
	Iteration 5Q: 3 clusters Score -4139505 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4139715.000000 Penalty: 3377.272461
	Iteration 6Q: 3 clusters Score -4139715 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4139914.750000 Penalty: 3377.272461
	Iteration 7Q: 3 clusters Score -4139915 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4140144.500000 Penalty: 3377.272461
	Iteration 8Q: 3 clusters Score -4140144 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4140460.000000 Penalty: 3377.272461
	Iteration 9Q: 3 clusters Score -4140460 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4140875.750000 Penalty: 3377.272461
	Iteration 10Q: 3 clusters Score -4140876 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4141470.500000 Penalty: 3377.272461
	Iteration 11Q: 3 clusters Score -4141470 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4142440.250000 Penalty: 3377.272461
	Iteration 12Q: 3 clusters Score -4142440 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4143842.500000 Penalty: 3377.272461
	Iteration 13F: 3 clusters Score -4143842 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4145453.250000 Penalty: 3377.272461
	Iteration 14F: 3 clusters Score -4145453 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4146764.750000 Penalty: 3377.272461
	Iteration 15F: 3 clusters Score -4146765 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4147544.250000 Penalty: 3377.272461
	Iteration 16Q: 3 clusters Score -4147544 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4147982.000000 Penalty: 3377.272461
	Iteration 17Q: 3 clusters Score -4147982 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4148291.000000 Penalty: 3377.272461
	Iteration 18Q: 3 clusters Score -4148291 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4148555.000000 Penalty: 3377.272461
	Iteration 19Q: 3 clusters Score -4148555 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4148762.750000 Penalty: 3377.272461
	Iteration 20F: 3 clusters Score -4148763 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4148933.250000 Penalty: 3377.272461
	Iteration 21Q: 3 clusters Score -4148933 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4149051.500000 Penalty: 3377.272461
	Iteration 22Q: 3 clusters Score -4149052 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4149140.500000 Penalty: 3377.272461
	Iteration 23Q: 3 clusters Score -4149140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4149195.500000 Penalty: 3377.272461
	Iteration 24Q: 3 clusters Score -4149196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4149228.500000 Penalty: 3377.272461
	Iteration 25Q: 3 clusters Score -4149228 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4149263.750000 Penalty: 3377.272461
	Iteration 26Q: 3 clusters Score -4149264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4149282.250000 Penalty: 3377.272461
	Iteration 27Q: 3 clusters Score -4149282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4149309.250000 Penalty: 3377.272461
	Iteration 28Q: 3 clusters Score -4149309 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4149323.000000 Penalty: 3377.272461
	Iteration 29Q: 3 clusters Score -4149323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4149340.750000 Penalty: 3377.272461
	Iteration 30Q: 3 clusters Score -4149341 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4149348.500000 Penalty: 3377.272461
	Iteration 31Q: 3 clusters Score -4149348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4149370.000000 Penalty: 3377.272461
	Iteration 32Q: 3 clusters Score -4149370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4149382.250000 Penalty: 3377.272461
	Iteration 33Q: 3 clusters Score -4149382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4149396.000000 Penalty: 3377.272461
	Iteration 34Q: 3 clusters Score -4149396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4149407.500000 Penalty: 3377.272461
	Iteration 35Q: 3 clusters Score -4149408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4149403.000000 Penalty: 3377.272461
	Iteration 36Q: 3 clusters Score -4149403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4149402.500000 Penalty: 3377.272461
	Iteration 37Q: 3 clusters Score -4149402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4149407.750000 Penalty: 3377.272461
	Iteration 38Q: 3 clusters Score -4149408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4149416.250000 Penalty: 3377.272461
	Iteration 39Q: 3 clusters Score -4149416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4149416.250000 Penalty: 3377.272461
	Iteration 40F: 3 clusters Score -4149416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4149417.750000 Penalty: 3377.272461
	Iteration 41Q: 3 clusters Score -4149418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4149423.500000 Penalty: 3377.272461
	Iteration 42Q: 3 clusters Score -4149424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4149421.750000 Penalty: 3377.272461
	Iteration 43Q: 3 clusters Score -4149422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4149425.500000 Penalty: 3377.272461
	Iteration 44Q: 3 clusters Score -4149426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4149432.250000 Penalty: 3377.272461
	Iteration 45Q: 3 clusters Score -4149432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4149429.000000 Penalty: 3377.272461
	Iteration 46Q: 3 clusters Score -4149429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4149433.000000 Penalty: 3377.272461
	Iteration 47Q: 3 clusters Score -4149433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4149434.000000 Penalty: 3377.272461
	Iteration 48Q: 3 clusters Score -4149434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4149433.000000 Penalty: 3377.272461
	Iteration 49Q: 3 clusters Score -4149433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4149436.000000 Penalty: 3377.272461
	Iteration 50Q: 3 clusters Score -4149436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4149439.750000 Penalty: 3377.272461
	Iteration 51Q: 3 clusters Score -4149440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4149448.500000 Penalty: 3377.272461
	Iteration 52Q: 3 clusters Score -4149448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4149450.750000 Penalty: 3377.272461
	Iteration 53Q: 3 clusters Score -4149451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -4149452.500000 Penalty: 3377.272461
	Iteration 54Q: 3 clusters Score -4149452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4149456.500000 Penalty: 3377.272461
	Iteration 55Q: 3 clusters Score -4149456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4149445.750000 Penalty: 3377.272461
	Iteration 56Q: 3 clusters Score -4149446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4149449.250000 Penalty: 3377.272461
	Iteration 57Q: 3 clusters Score -4149449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4149455.750000 Penalty: 3377.272461
	Iteration 58Q: 3 clusters Score -4149456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4149453.750000 Penalty: 3377.272461
	Iteration 59Q: 3 clusters Score -4149454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4149461.500000 Penalty: 3377.272461
	Iteration 60F: 3 clusters Score -4149462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4149464.000000 Penalty: 3377.272461
	Iteration 61Q: 3 clusters Score -4149464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -4149462.250000 Penalty: 3377.272461
	Iteration 62Q: 3 clusters Score -4149462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4149471.250000 Penalty: 3377.272461
	Iteration 63Q: 3 clusters Score -4149471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4149460.250000 Penalty: 3377.272461
	Iteration 64Q: 3 clusters Score -4149460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4149460.750000 Penalty: 3377.272461
	Iteration 65Q: 3 clusters Score -4149461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4149463.500000 Penalty: 3377.272461
	Iteration 66Q: 3 clusters Score -4149464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4149467.000000 Penalty: 3377.272461
	Iteration 67Q: 3 clusters Score -4149467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4149465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4149464.000000 Penalty: 3377.272461
	Iteration 69Q: 3 clusters Score -4149464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4149466.000000 Penalty: 3377.272461
	Iteration 70Q: 3 clusters Score -4149466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4149464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4149462.000000 Penalty: 3377.272461
	Iteration 72Q: 3 clusters Score -4149462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4149458.000000 Penalty: 3377.272461
	Iteration 73Q: 3 clusters Score -4149458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4149466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -4149462.250000 Penalty: 3377.272461
	Iteration 75Q: 3 clusters Score -4149462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4149463.250000 Penalty: 3377.272461
	Iteration 76Q: 3 clusters Score -4149463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4149460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4149463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4149473.250000 Penalty: 3377.272461
	Iteration 79Q: 3 clusters Score -4149473 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4149473.500000 Penalty: 3377.272461
	Iteration 80F: 3 clusters Score -4149474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4149472.750000 Penalty: 3377.272461
	Iteration 81Q: 3 clusters Score -4149473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4149471.000000 Penalty: 3377.272461
	Iteration 82Q: 3 clusters Score -4149471 nChanged 21
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Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4149472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4149474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4149477.750000 Penalty: 3377.272461
	Iteration 85Q: 3 clusters Score -4149478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4149477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4149485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4149489.500000 Penalty: 3377.272461
	Iteration 88Q: 3 clusters Score -4149490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4149491.000000 Penalty: 3377.272461
	Iteration 89Q: 3 clusters Score -4149491 nChanged 46
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Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4149499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4149499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4149512.250000 Penalty: 3377.272461
	Iteration 92Q: 3 clusters Score -4149512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4149511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4149507.000000 Penalty: 3377.272461
	Iteration 94Q: 3 clusters Score -4149507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4149516.000000 Penalty: 3377.272461
	Iteration 95Q: 3 clusters Score -4149516 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4149509.250000 Penalty: 3377.272461
	Iteration 96Q: 3 clusters Score -4149509 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4149515.000000 Penalty: 3377.272461
	Iteration 97Q: 3 clusters Score -4149515 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4149526 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4149526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4149531.000000 Penalty: 3377.272461
	Iteration 100F: 3 clusters Score -4149531 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4149539.500000 Penalty: 3377.272461
	Iteration 101Q: 3 clusters Score -4149540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4149538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4149541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4149544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4149544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4149558 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4149564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4149556.500000 Penalty: 3377.272461
	Iteration 108Q: 3 clusters Score -4149556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4149561.250000 Penalty: 3377.272461
	Iteration 109Q: 3 clusters Score -4149561 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4149567 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4149567 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4149572 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4149574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4149574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4149586.000000 Penalty: 3377.272461
	Iteration 115Q: 3 clusters Score -4149586 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27699 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4149594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4149596 nChanged 35
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Mstep: Class 1 contains 27768 members 
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Entering Unmasked Estep 
Score: -4149609.000000 Penalty: 3377.272461
	Iteration 118Q: 3 clusters Score -4149609 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4149610 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4149608.000000 Penalty: 3377.272461
	Iteration 120F: 3 clusters Score -4149608 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4149612.500000 Penalty: 3377.272461
	Iteration 121Q: 3 clusters Score -4149612 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4149608 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4149617.500000 Penalty: 3377.272461
	Iteration 123Q: 3 clusters Score -4149618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4149627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4149629.000000 Penalty: 3377.272461
	Iteration 125Q: 3 clusters Score -4149629 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4149631 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4149628.750000 Penalty: 3377.272461
	Iteration 127Q: 3 clusters Score -4149629 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4149623.500000 Penalty: 3377.272461
	Iteration 128Q: 3 clusters Score -4149624 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4149625.750000 Penalty: 3377.272461
	Iteration 129Q: 3 clusters Score -4149626 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4149626 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4149629 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4149630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4149631 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4149624.250000 Penalty: 3377.272461
	Iteration 134Q: 3 clusters Score -4149624 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4149634.000000 Penalty: 3377.272461
	Iteration 135Q: 3 clusters Score -4149634 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4149641.250000 Penalty: 3377.272461
	Iteration 136Q: 3 clusters Score -4149641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4149648.500000 Penalty: 3377.272461
	Iteration 137Q: 3 clusters Score -4149648 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4149647.000000 Penalty: 3377.272461
	Iteration 138Q: 3 clusters Score -4149647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4149648.500000 Penalty: 3377.272461
	Iteration 139Q: 3 clusters Score -4149648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4149658.000000 Penalty: 3377.272461
	Iteration 140F: 3 clusters Score -4149658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4149661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4149666.500000 Penalty: 3377.272461
	Iteration 142Q: 3 clusters Score -4149666 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4149663.250000 Penalty: 3377.272461
	Iteration 143Q: 3 clusters Score -4149663 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4149673.750000 Penalty: 3377.272461
	Iteration 144Q: 3 clusters Score -4149674 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4149671.500000 Penalty: 3377.272461
	Iteration 145Q: 3 clusters Score -4149672 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4149672 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4149668.500000 Penalty: 3377.272461
	Iteration 147Q: 3 clusters Score -4149668 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4149665.250000 Penalty: 3377.272461
	Iteration 148Q: 3 clusters Score -4149665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4149673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4149674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4149669.750000 Penalty: 3377.272461
	Iteration 151Q: 3 clusters Score -4149670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4149677.500000 Penalty: 3377.272461
	Iteration 152Q: 3 clusters Score -4149678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4149685.750000 Penalty: 3377.272461
	Iteration 153Q: 3 clusters Score -4149686 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4149685 nChanged 26
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Mstep: Class 1 contains 28750 members 
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Entering Unmasked Estep 
Score: -4149683.750000 Penalty: 3377.272461
	Iteration 155Q: 3 clusters Score -4149684 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4149688.500000 Penalty: 3377.272461
	Iteration 156Q: 3 clusters Score -4149688 nChanged 25
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Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4149686.750000 Penalty: 3377.272461
	Iteration 157Q: 3 clusters Score -4149687 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4149680.500000 Penalty: 3377.272461
	Iteration 158Q: 3 clusters Score -4149680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4149679.500000 Penalty: 3377.272461
	Iteration 159Q: 3 clusters Score -4149680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4149691.250000 Penalty: 3377.272461
	Iteration 160F: 3 clusters Score -4149691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4149690.500000 Penalty: 3377.272461
	Iteration 161Q: 3 clusters Score -4149690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4149689.500000 Penalty: 3377.272461
	Iteration 162Q: 3 clusters Score -4149690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4149692.250000 Penalty: 3377.272461
	Iteration 163Q: 3 clusters Score -4149692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4149700.500000 Penalty: 3377.272461
	Iteration 164Q: 3 clusters Score -4149700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4149704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4149709.000000 Penalty: 3377.272461
	Iteration 166Q: 3 clusters Score -4149709 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4149711.750000 Penalty: 3377.272461
	Iteration 167Q: 3 clusters Score -4149712 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4149713.250000 Penalty: 3377.272461
	Iteration 168Q: 3 clusters Score -4149713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4149727 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4149739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4149750.250000 Penalty: 3377.272461
	Iteration 171Q: 3 clusters Score -4149750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4149767.250000 Penalty: 3377.272461
	Iteration 172Q: 3 clusters Score -4149767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4149771.250000 Penalty: 3377.272461
	Iteration 173Q: 3 clusters Score -4149771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4149784.250000 Penalty: 3377.272461
	Iteration 174Q: 3 clusters Score -4149784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4149797.250000 Penalty: 3377.272461
	Iteration 175Q: 3 clusters Score -4149797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4149810.750000 Penalty: 3377.272461
	Iteration 176Q: 3 clusters Score -4149811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4149814.000000 Penalty: 3377.272461
	Iteration 177Q: 3 clusters Score -4149814 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4149838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4149832.750000 Penalty: 3377.272461
	Iteration 179Q: 3 clusters Score -4149833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4149850.000000 Penalty: 3377.272461
	Iteration 180F: 3 clusters Score -4149850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4149856.750000 Penalty: 3377.272461
	Iteration 181Q: 3 clusters Score -4149857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4149869.250000 Penalty: 3377.272461
	Iteration 182Q: 3 clusters Score -4149869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4149884.500000 Penalty: 3377.272461
	Iteration 183Q: 3 clusters Score -4149884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4149903.500000 Penalty: 3377.272461
	Iteration 184Q: 3 clusters Score -4149904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4149931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4149952.750000 Penalty: 3377.272461
	Iteration 186Q: 3 clusters Score -4149953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4149963.250000 Penalty: 3377.272461
	Iteration 187Q: 3 clusters Score -4149963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4149983.000000 Penalty: 3377.272461
	Iteration 188Q: 3 clusters Score -4149983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4150006.250000 Penalty: 3377.272461
	Iteration 189Q: 3 clusters Score -4150006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4150034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4150049.500000 Penalty: 3377.272461
	Iteration 191Q: 3 clusters Score -4150050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4150052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4150075 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4150094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4150122.500000 Penalty: 3377.272461
	Iteration 195Q: 3 clusters Score -4150122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4150141.250000 Penalty: 3377.272461
	Iteration 196Q: 3 clusters Score -4150141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4150147.500000 Penalty: 3377.272461
	Iteration 197Q: 3 clusters Score -4150148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4150171.000000 Penalty: 3377.272461
	Iteration 198Q: 3 clusters Score -4150171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4150196.750000 Penalty: 3377.272461
	Iteration 199Q: 3 clusters Score -4150197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4150209.250000 Penalty: 3377.272461
	Iteration 200F: 3 clusters Score -4150209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4150227.000000 Penalty: 3377.272461
	Iteration 201Q: 3 clusters Score -4150227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4150246.750000 Penalty: 3377.272461
	Iteration 202Q: 3 clusters Score -4150247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4150264.750000 Penalty: 3377.272461
	Iteration 203Q: 3 clusters Score -4150265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4150271.250000 Penalty: 3377.272461
	Iteration 204Q: 3 clusters Score -4150271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4150288.500000 Penalty: 3377.272461
	Iteration 205Q: 3 clusters Score -4150288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4150303.250000 Penalty: 3377.272461
	Iteration 206Q: 3 clusters Score -4150303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4150322.000000 Penalty: 3377.272461
	Iteration 207Q: 3 clusters Score -4150322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4150339.250000 Penalty: 3377.272461
	Iteration 208Q: 3 clusters Score -4150339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4150351.500000 Penalty: 3377.272461
	Iteration 209Q: 3 clusters Score -4150352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4150367.000000 Penalty: 3377.272461
	Iteration 210Q: 3 clusters Score -4150367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4150375.000000 Penalty: 3377.272461
	Iteration 211Q: 3 clusters Score -4150375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4150383.750000 Penalty: 3377.272461
	Iteration 212Q: 3 clusters Score -4150384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4150400.500000 Penalty: 3377.272461
	Iteration 213Q: 3 clusters Score -4150400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4150408.500000 Penalty: 3377.272461
	Iteration 214Q: 3 clusters Score -4150408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4150427.500000 Penalty: 3377.272461
	Iteration 215Q: 3 clusters Score -4150428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4150452.000000 Penalty: 3377.272461
	Iteration 216Q: 3 clusters Score -4150452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4150471.500000 Penalty: 3377.272461
	Iteration 217Q: 3 clusters Score -4150472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4150486.250000 Penalty: 3377.272461
	Iteration 218Q: 3 clusters Score -4150486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4150498.000000 Penalty: 3377.272461
	Iteration 219Q: 3 clusters Score -4150498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4150517.750000 Penalty: 3377.272461
	Iteration 220F: 3 clusters Score -4150518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4150535.500000 Penalty: 3377.272461
	Iteration 221Q: 3 clusters Score -4150536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4150542.750000 Penalty: 3377.272461
	Iteration 222Q: 3 clusters Score -4150543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4150542.000000 Penalty: 3377.272461
	Iteration 223Q: 3 clusters Score -4150542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4150546.500000 Penalty: 3377.272461
	Iteration 224Q: 3 clusters Score -4150546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4150553.000000 Penalty: 3377.272461
	Iteration 225Q: 3 clusters Score -4150553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4150558.000000 Penalty: 3377.272461
	Iteration 226Q: 3 clusters Score -4150558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4150571.500000 Penalty: 3377.272461
	Iteration 227Q: 3 clusters Score -4150572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4150576.000000 Penalty: 3377.272461
	Iteration 228Q: 3 clusters Score -4150576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4150584.500000 Penalty: 3377.272461
	Iteration 229Q: 3 clusters Score -4150584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4150590.500000 Penalty: 3377.272461
	Iteration 230Q: 3 clusters Score -4150590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4150592.250000 Penalty: 3377.272461
	Iteration 231Q: 3 clusters Score -4150592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4150595.000000 Penalty: 3377.272461
	Iteration 232Q: 3 clusters Score -4150595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4150604.250000 Penalty: 3377.272461
	Iteration 233Q: 3 clusters Score -4150604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4150608.000000 Penalty: 3377.272461
	Iteration 234Q: 3 clusters Score -4150608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4150613.250000 Penalty: 3377.272461
	Iteration 235Q: 3 clusters Score -4150613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4150623.000000 Penalty: 3377.272461
	Iteration 236Q: 3 clusters Score -4150623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4150629.250000 Penalty: 3377.272461
	Iteration 237Q: 3 clusters Score -4150629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4150630.250000 Penalty: 3377.272461
	Iteration 238Q: 3 clusters Score -4150630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4150630.250000 Penalty: 3377.272461
	Iteration 239Q: 3 clusters Score -4150630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4150632.000000 Penalty: 3377.272461
	Iteration 240F: 3 clusters Score -4150632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4150634.000000 Penalty: 3377.272461
	Iteration 241Q: 3 clusters Score -4150634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4150634.250000 Penalty: 3377.272461
	Iteration 242Q: 3 clusters Score -4150634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4150639.250000 Penalty: 3377.272461
	Iteration 243Q: 3 clusters Score -4150639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4150643.750000 Penalty: 3377.272461
	Iteration 244Q: 3 clusters Score -4150644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4150641.500000 Penalty: 3377.272461
	Iteration 245Q: 3 clusters Score -4150642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4150646.000000 Penalty: 3377.272461
	Iteration 246Q: 3 clusters Score -4150646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4150646.000000 Penalty: 3377.272461
	Iteration 247F: 3 clusters Score -4150646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -26643.130859 Penalty: 909.140564
	Iteration 0F: 2 clusters Score -26643.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25962.791016 Penalty: 1818.281128
	Iteration 0F: 3 clusters Score -25962.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26213.740234 Penalty: 1818.281128
	Iteration 1F: 3 clusters Score -26213.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26342.330078 Penalty: 1818.281128
	Iteration 2F: 3 clusters Score -26342.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26386.248047 Penalty: 1818.281128
	Iteration 3Q: 3 clusters Score -26386.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26414.529297 Penalty: 1818.281128
	Iteration 4Q: 3 clusters Score -26414.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26425.222656 Penalty: 1818.281128
	Iteration 5Q: 3 clusters Score -26425.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26426.582031 Penalty: 1818.281128
	Iteration 6Q: 3 clusters Score -26426.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26426.582031 Penalty: 1818.281128
	Iteration 7F: 3 clusters Score -26426.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Entering Unmasked Estep 
Score: -8984150.000000 Penalty: 1813.215454
	Iteration 0F: 2 clusters Score -8984150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -8938480.000000 Penalty: 3626.430908
	Iteration 0F: 3 clusters Score -8938480 nChanged 33104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -8957338.000000 Penalty: 3626.430908
	Iteration 1F: 3 clusters Score -8957338 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -8958009.000000 Penalty: 3626.430908
	Iteration 2Q: 3 clusters Score -8958009 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -8958938.000000 Penalty: 3626.430908
	Iteration 3Q: 3 clusters Score -8958938 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -8960267.000000 Penalty: 3626.430908
	Iteration 4Q: 3 clusters Score -8960267 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -8962293.000000 Penalty: 3626.430908
	Iteration 5F: 3 clusters Score -8962293 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8965178.000000 Penalty: 3626.430908
	Iteration 6F: 3 clusters Score -8965178 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -8968834.000000 Penalty: 3626.430908
	Iteration 7F: 3 clusters Score -8968834 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -8972626.000000 Penalty: 3626.430908
	Iteration 8F: 3 clusters Score -8972626 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -8975305.000000 Penalty: 3626.430908
	Iteration 9F: 3 clusters Score -8975305 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -8976850.000000 Penalty: 3626.430908
	Iteration 10Q: 3 clusters Score -8976850 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -8977790.000000 Penalty: 3626.430908
	Iteration 11Q: 3 clusters Score -8977790 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -8978518.000000 Penalty: 3626.430908
	Iteration 12Q: 3 clusters Score -8978518 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -8979104.000000 Penalty: 3626.430908
	Iteration 13Q: 3 clusters Score -8979104 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -8979716.000000 Penalty: 3626.430908
	Iteration 14Q: 3 clusters Score -8979716 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -8980183.000000 Penalty: 3626.430908
	Iteration 15Q: 3 clusters Score -8980183 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -8980527.000000 Penalty: 3626.430908
	Iteration 16Q: 3 clusters Score -8980527 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -8980827.000000 Penalty: 3626.430908
	Iteration 17Q: 3 clusters Score -8980827 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -8980991.000000 Penalty: 3626.430908
	Iteration 18Q: 3 clusters Score -8980991 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -8981109.000000 Penalty: 3626.430908
	Iteration 19Q: 3 clusters Score -8981109 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -8981209.000000 Penalty: 3626.430908
	Iteration 20F: 3 clusters Score -8981209 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -8981298.000000 Penalty: 3626.430908
	Iteration 21Q: 3 clusters Score -8981298 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -8981308.000000 Penalty: 3626.430908
	Iteration 22Q: 3 clusters Score -8981308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -8981358.000000 Penalty: 3626.430908
	Iteration 23Q: 3 clusters Score -8981358 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -8981364.000000 Penalty: 3626.430908
	Iteration 24Q: 3 clusters Score -8981364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -8981379.000000 Penalty: 3626.430908
	Iteration 25Q: 3 clusters Score -8981379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -8981394.000000 Penalty: 3626.430908
	Iteration 26Q: 3 clusters Score -8981394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -8981394.000000 Penalty: 3626.430908
	Iteration 27Q: 3 clusters Score -8981394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -8981391.000000 Penalty: 3626.430908
	Iteration 28Q: 3 clusters Score -8981391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -8981389.000000 Penalty: 3626.430908
	Iteration 29Q: 3 clusters Score -8981389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -8981419.000000 Penalty: 3626.430908
	Iteration 30Q: 3 clusters Score -8981419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -8981422.000000 Penalty: 3626.430908
	Iteration 31Q: 3 clusters Score -8981422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -8981413.000000 Penalty: 3626.430908
	Iteration 32Q: 3 clusters Score -8981413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -8981425.000000 Penalty: 3626.430908
	Iteration 33Q: 3 clusters Score -8981425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 3626.430908
	Iteration 34Q: 3 clusters Score -8981411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8981400.000000 Penalty: 3626.430908
	Iteration 35Q: 3 clusters Score -8981400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -8981410.000000 Penalty: 3626.430908
	Iteration 36Q: 3 clusters Score -8981410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -8981410.000000 Penalty: 3626.430908
	Iteration 37Q: 3 clusters Score -8981410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -8981409.000000 Penalty: 3626.430908
	Iteration 38Q: 3 clusters Score -8981409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -8981415.000000 Penalty: 3626.430908
	Iteration 39Q: 3 clusters Score -8981415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 3626.430908
	Iteration 40F: 3 clusters Score -8981411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -8981423.000000 Penalty: 3626.430908
	Iteration 41Q: 3 clusters Score -8981423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -8981425.000000 Penalty: 3626.430908
	Iteration 42Q: 3 clusters Score -8981425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -8981441.000000 Penalty: 3626.430908
	Iteration 43Q: 3 clusters Score -8981441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -8981438.000000 Penalty: 3626.430908
	Iteration 44Q: 3 clusters Score -8981438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -8981431.000000 Penalty: 3626.430908
	Iteration 45Q: 3 clusters Score -8981431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3626.430908
	Iteration 46Q: 3 clusters Score -8981429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8981420.000000 Penalty: 3626.430908
	Iteration 47Q: 3 clusters Score -8981420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8981422.000000 Penalty: 3626.430908
	Iteration 48Q: 3 clusters Score -8981422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -8981419.000000 Penalty: 3626.430908
	Iteration 49Q: 3 clusters Score -8981419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -8981421.000000 Penalty: 3626.430908
	Iteration 50Q: 3 clusters Score -8981421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -8981421.000000 Penalty: 3626.430908
	Iteration 51Q: 3 clusters Score -8981421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 3626.430908
	Iteration 52Q: 3 clusters Score -8981411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8981419.000000 Penalty: 3626.430908
	Iteration 53Q: 3 clusters Score -8981419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -8981412.000000 Penalty: 3626.430908
	Iteration 54Q: 3 clusters Score -8981412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3626.430908
	Iteration 55Q: 3 clusters Score -8981429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 56Q: 3 clusters Score -8981424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -8981420.000000 Penalty: 3626.430908
	Iteration 57Q: 3 clusters Score -8981420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8981423.000000 Penalty: 3626.430908
	Iteration 58Q: 3 clusters Score -8981423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -8981418.000000 Penalty: 3626.430908
	Iteration 59Q: 3 clusters Score -8981418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -8981423.000000 Penalty: 3626.430908
	Iteration 60F: 3 clusters Score -8981423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -8981421.000000 Penalty: 3626.430908
	Iteration 61Q: 3 clusters Score -8981421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3626.430908
	Iteration 62Q: 3 clusters Score -8981429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -8981425.000000 Penalty: 3626.430908
	Iteration 63Q: 3 clusters Score -8981425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -8981426.000000 Penalty: 3626.430908
	Iteration 64Q: 3 clusters Score -8981426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 65Q: 3 clusters Score -8981424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -8981426.000000 Penalty: 3626.430908
	Iteration 66Q: 3 clusters Score -8981426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -8981436.000000 Penalty: 3626.430908
	Iteration 67Q: 3 clusters Score -8981436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8981416.000000 Penalty: 3626.430908
	Iteration 68Q: 3 clusters Score -8981416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -8981421.000000 Penalty: 3626.430908
	Iteration 69Q: 3 clusters Score -8981421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -8981415.000000 Penalty: 3626.430908
	Iteration 70Q: 3 clusters Score -8981415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -8981431.000000 Penalty: 3626.430908
	Iteration 71Q: 3 clusters Score -8981431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -8981404.000000 Penalty: 3626.430908
	Iteration 72Q: 3 clusters Score -8981404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -8981416.000000 Penalty: 3626.430908
	Iteration 73Q: 3 clusters Score -8981416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -8981430.000000 Penalty: 3626.430908
	Iteration 74Q: 3 clusters Score -8981430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -8981435.000000 Penalty: 3626.430908
	Iteration 75Q: 3 clusters Score -8981435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8981415.000000 Penalty: 3626.430908
	Iteration 76Q: 3 clusters Score -8981415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -8981423.000000 Penalty: 3626.430908
	Iteration 77Q: 3 clusters Score -8981423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8981416.000000 Penalty: 3626.430908
	Iteration 78Q: 3 clusters Score -8981416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 79Q: 3 clusters Score -8981424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -8981436.000000 Penalty: 3626.430908
	Iteration 80F: 3 clusters Score -8981436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8981436.000000 Penalty: 3626.430908
	Iteration 81Q: 3 clusters Score -8981436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -8981434.000000 Penalty: 3626.430908
	Iteration 82Q: 3 clusters Score -8981434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -8981415.000000 Penalty: 3626.430908
	Iteration 83Q: 3 clusters Score -8981415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 84Q: 3 clusters Score -8981424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -8981422.000000 Penalty: 3626.430908
	Iteration 85Q: 3 clusters Score -8981422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 86Q: 3 clusters Score -8981424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -8981424.000000 Penalty: 3626.430908
	Iteration 87Q: 3 clusters Score -8981424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8981433.000000 Penalty: 3626.430908
	Iteration 88Q: 3 clusters Score -8981433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -8981438.000000 Penalty: 3626.430908
	Iteration 89Q: 3 clusters Score -8981438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -8981441.000000 Penalty: 3626.430908
	Iteration 90Q: 3 clusters Score -8981441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8981443.000000 Penalty: 3626.430908
	Iteration 91Q: 3 clusters Score -8981443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -8981457.000000 Penalty: 3626.430908
	Iteration 92Q: 3 clusters Score -8981457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -8981443.000000 Penalty: 3626.430908
	Iteration 93Q: 3 clusters Score -8981443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8981448.000000 Penalty: 3626.430908
	Iteration 94Q: 3 clusters Score -8981448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8981435.000000 Penalty: 3626.430908
	Iteration 95Q: 3 clusters Score -8981435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8981443.000000 Penalty: 3626.430908
	Iteration 96Q: 3 clusters Score -8981443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -8981444.000000 Penalty: 3626.430908
	Iteration 97Q: 3 clusters Score -8981444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -8981445.000000 Penalty: 3626.430908
	Iteration 98Q: 3 clusters Score -8981445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -8981453.000000 Penalty: 3626.430908
	Iteration 99Q: 3 clusters Score -8981453 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -8981427.000000 Penalty: 3626.430908
	Iteration 100F: 3 clusters Score -8981427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8981427.000000 Penalty: 3626.430908
	Iteration 101Q: 3 clusters Score -8981427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3626.430908
	Iteration 102Q: 3 clusters Score -8981429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8981411.000000 Penalty: 3626.430908
	Iteration 103Q: 3 clusters Score -8981411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3626.430908
	Iteration 104Q: 3 clusters Score -8981429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -8981448.000000 Penalty: 3626.430908
	Iteration 105Q: 3 clusters Score -8981448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -8981434.000000 Penalty: 3626.430908
	Iteration 106Q: 3 clusters Score -8981434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8981450.000000 Penalty: 3626.430908
	Iteration 107Q: 3 clusters Score -8981450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -8981444.000000 Penalty: 3626.430908
	Iteration 108Q: 3 clusters Score -8981444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -8981453.000000 Penalty: 3626.430908
	Iteration 109Q: 3 clusters Score -8981453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -8981464.000000 Penalty: 3626.430908
	Iteration 110Q: 3 clusters Score -8981464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -8981469.000000 Penalty: 3626.430908
	Iteration 111Q: 3 clusters Score -8981469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -8981494.000000 Penalty: 3626.430908
	Iteration 112Q: 3 clusters Score -8981494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -8981504.000000 Penalty: 3626.430908
	Iteration 113Q: 3 clusters Score -8981504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -8981485.000000 Penalty: 3626.430908
	Iteration 114Q: 3 clusters Score -8981485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -8981486.000000 Penalty: 3626.430908
	Iteration 115Q: 3 clusters Score -8981486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -8981473.000000 Penalty: 3626.430908
	Iteration 116Q: 3 clusters Score -8981473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -8981486.000000 Penalty: 3626.430908
	Iteration 117Q: 3 clusters Score -8981486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -8981483.000000 Penalty: 3626.430908
	Iteration 118Q: 3 clusters Score -8981483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8981509.000000 Penalty: 3626.430908
	Iteration 119Q: 3 clusters Score -8981509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -8981523.000000 Penalty: 3626.430908
	Iteration 120F: 3 clusters Score -8981523 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -8981538.000000 Penalty: 3626.430908
	Iteration 121Q: 3 clusters Score -8981538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8981558.000000 Penalty: 3626.430908
	Iteration 122Q: 3 clusters Score -8981558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -8981573.000000 Penalty: 3626.430908
	Iteration 123Q: 3 clusters Score -8981573 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8981564.000000 Penalty: 3626.430908
	Iteration 124Q: 3 clusters Score -8981564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -8981584.000000 Penalty: 3626.430908
	Iteration 125Q: 3 clusters Score -8981584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -8981575.000000 Penalty: 3626.430908
	Iteration 126Q: 3 clusters Score -8981575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -8981545.000000 Penalty: 3626.430908
	Iteration 127Q: 3 clusters Score -8981545 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8981587.000000 Penalty: 3626.430908
	Iteration 128Q: 3 clusters Score -8981587 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -8981587.000000 Penalty: 3626.430908
	Iteration 129Q: 3 clusters Score -8981587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -8981608.000000 Penalty: 3626.430908
	Iteration 130Q: 3 clusters Score -8981608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8981651.000000 Penalty: 3626.430908
	Iteration 131Q: 3 clusters Score -8981651 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -8981691.000000 Penalty: 3626.430908
	Iteration 132Q: 3 clusters Score -8981691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -8981743.000000 Penalty: 3626.430908
	Iteration 133Q: 3 clusters Score -8981743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -8981792.000000 Penalty: 3626.430908
	Iteration 134Q: 3 clusters Score -8981792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -8981821.000000 Penalty: 3626.430908
	Iteration 135Q: 3 clusters Score -8981821 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -8981864.000000 Penalty: 3626.430908
	Iteration 136Q: 3 clusters Score -8981864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -8981907.000000 Penalty: 3626.430908
	Iteration 137Q: 3 clusters Score -8981907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -8981972.000000 Penalty: 3626.430908
	Iteration 138Q: 3 clusters Score -8981972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -8982032.000000 Penalty: 3626.430908
	Iteration 139Q: 3 clusters Score -8982032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -8982098.000000 Penalty: 3626.430908
	Iteration 140F: 3 clusters Score -8982098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -8982123.000000 Penalty: 3626.430908
	Iteration 141Q: 3 clusters Score -8982123 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8982191.000000 Penalty: 3626.430908
	Iteration 142Q: 3 clusters Score -8982191 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -8982223.000000 Penalty: 3626.430908
	Iteration 143Q: 3 clusters Score -8982223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -8982271.000000 Penalty: 3626.430908
	Iteration 144Q: 3 clusters Score -8982271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -8982291.000000 Penalty: 3626.430908
	Iteration 145Q: 3 clusters Score -8982291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -8982314.000000 Penalty: 3626.430908
	Iteration 146Q: 3 clusters Score -8982314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -8982333.000000 Penalty: 3626.430908
	Iteration 147Q: 3 clusters Score -8982333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -8982354.000000 Penalty: 3626.430908
	Iteration 148Q: 3 clusters Score -8982354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -8982372.000000 Penalty: 3626.430908
	Iteration 149Q: 3 clusters Score -8982372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -8982410.000000 Penalty: 3626.430908
	Iteration 150Q: 3 clusters Score -8982410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -8982428.000000 Penalty: 3626.430908
	Iteration 151Q: 3 clusters Score -8982428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8982441.000000 Penalty: 3626.430908
	Iteration 152Q: 3 clusters Score -8982441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -8982456.000000 Penalty: 3626.430908
	Iteration 153Q: 3 clusters Score -8982456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -8982470.000000 Penalty: 3626.430908
	Iteration 154Q: 3 clusters Score -8982470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -8982481.000000 Penalty: 3626.430908
	Iteration 155Q: 3 clusters Score -8982481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -8982490.000000 Penalty: 3626.430908
	Iteration 156Q: 3 clusters Score -8982490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -8982491.000000 Penalty: 3626.430908
	Iteration 157Q: 3 clusters Score -8982491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -8982489.000000 Penalty: 3626.430908
	Iteration 158Q: 3 clusters Score -8982489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -8982501.000000 Penalty: 3626.430908
	Iteration 159Q: 3 clusters Score -8982501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -8982502.000000 Penalty: 3626.430908
	Iteration 160F: 3 clusters Score -8982502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -8982507.000000 Penalty: 3626.430908
	Iteration 161Q: 3 clusters Score -8982507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -8982506.000000 Penalty: 3626.430908
	Iteration 162Q: 3 clusters Score -8982506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -8982503.000000 Penalty: 3626.430908
	Iteration 163Q: 3 clusters Score -8982503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -8982508.000000 Penalty: 3626.430908
	Iteration 164Q: 3 clusters Score -8982508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -8982513.000000 Penalty: 3626.430908
	Iteration 165Q: 3 clusters Score -8982513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -8982519.000000 Penalty: 3626.430908
	Iteration 166Q: 3 clusters Score -8982519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -8982528.000000 Penalty: 3626.430908
	Iteration 167Q: 3 clusters Score -8982528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8982529.000000 Penalty: 3626.430908
	Iteration 168Q: 3 clusters Score -8982529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -8982531.000000 Penalty: 3626.430908
	Iteration 169Q: 3 clusters Score -8982531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -8982534.000000 Penalty: 3626.430908
	Iteration 170Q: 3 clusters Score -8982534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -8982534.000000 Penalty: 3626.430908
	Iteration 171F: 3 clusters Score -8982534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -202973.046875 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -202973 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 896 members 
Entering Unmasked Estep 
Score: -201052.250000 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -201052.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201458.718750 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -201458.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -201551.312500 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -201551.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201603.703125 Penalty: 2427.452148
	Iteration 3Q: 3 clusters Score -201603.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -201637.640625 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -201637.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -201670.375000 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -201670.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201689.156250 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -201689.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -201700.296875 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -201700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201707.906250 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -201707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -201713.234375 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -201713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201718.812500 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -201718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201720.359375 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -201720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201721.453125 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -201721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201722.218750 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -201722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201722.578125 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -201722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -201723.375000 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -201723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201724.062500 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -201724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201724.062500 Penalty: 2427.452148
	Iteration 17F: 3 clusters Score -201724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Entering Unmasked Estep 
Score: -11823827.000000 Penalty: 1858.111328
	Iteration 0F: 2 clusters Score -1.182383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -11765359.000000 Penalty: 3716.222656
	Iteration 0F: 3 clusters Score -1.176536e+07 nChanged 44263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -11790679.000000 Penalty: 3716.222656
	Iteration 1F: 3 clusters Score -1.179068e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -11791240.000000 Penalty: 3716.222656
	Iteration 2Q: 3 clusters Score -1.179124e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -11791918.000000 Penalty: 3716.222656
	Iteration 3Q: 3 clusters Score -1.179192e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -11792734.000000 Penalty: 3716.222656
	Iteration 4Q: 3 clusters Score -1.179273e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -11793821.000000 Penalty: 3716.222656
	Iteration 5Q: 3 clusters Score -1.179382e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -11795728.000000 Penalty: 3716.222656
	Iteration 6Q: 3 clusters Score -1.179573e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -11798515.000000 Penalty: 3716.222656
	Iteration 7F: 3 clusters Score -1.179852e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -11802907.000000 Penalty: 3716.222656
	Iteration 8F: 3 clusters Score -1.180291e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -11808371.000000 Penalty: 3716.222656
	Iteration 9F: 3 clusters Score -1.180837e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -11813363.000000 Penalty: 3716.222656
	Iteration 10F: 3 clusters Score -1.181336e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -11817003.000000 Penalty: 3716.222656
	Iteration 11Q: 3 clusters Score -1.1817e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -11819393.000000 Penalty: 3716.222656
	Iteration 12Q: 3 clusters Score -1.181939e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -11820848.000000 Penalty: 3716.222656
	Iteration 13Q: 3 clusters Score -1.182085e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -11821509.000000 Penalty: 3716.222656
	Iteration 14Q: 3 clusters Score -1.182151e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -11821911.000000 Penalty: 3716.222656
	Iteration 15Q: 3 clusters Score -1.182191e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -11822208.000000 Penalty: 3716.222656
	Iteration 16Q: 3 clusters Score -1.182221e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -11822385.000000 Penalty: 3716.222656
	Iteration 17Q: 3 clusters Score -1.182238e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -11822457.000000 Penalty: 3716.222656
	Iteration 18Q: 3 clusters Score -1.182246e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -11822509.000000 Penalty: 3716.222656
	Iteration 19Q: 3 clusters Score -1.182251e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -11822609.000000 Penalty: 3716.222656
	Iteration 20F: 3 clusters Score -1.182261e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -11822654.000000 Penalty: 3716.222656
	Iteration 21Q: 3 clusters Score -1.182265e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -11822711.000000 Penalty: 3716.222656
	Iteration 22Q: 3 clusters Score -1.182271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11822688.000000 Penalty: 3716.222656
	Iteration 23Q: 3 clusters Score -1.182269e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11822720.000000 Penalty: 3716.222656
	Iteration 24Q: 3 clusters Score -1.182272e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -11822738.000000 Penalty: 3716.222656
	Iteration 25Q: 3 clusters Score -1.182274e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -11822707.000000 Penalty: 3716.222656
	Iteration 26Q: 3 clusters Score -1.182271e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -11822721.000000 Penalty: 3716.222656
	Iteration 27Q: 3 clusters Score -1.182272e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -11822706.000000 Penalty: 3716.222656
	Iteration 28Q: 3 clusters Score -1.182271e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -11822723.000000 Penalty: 3716.222656
	Iteration 29Q: 3 clusters Score -1.182272e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -11822741.000000 Penalty: 3716.222656
	Iteration 30Q: 3 clusters Score -1.182274e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -11822724.000000 Penalty: 3716.222656
	Iteration 31Q: 3 clusters Score -1.182272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -11822717.000000 Penalty: 3716.222656
	Iteration 32Q: 3 clusters Score -1.182272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -11822729.000000 Penalty: 3716.222656
	Iteration 33Q: 3 clusters Score -1.182273e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -11822730.000000 Penalty: 3716.222656
	Iteration 34Q: 3 clusters Score -1.182273e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -11822744.000000 Penalty: 3716.222656
	Iteration 35Q: 3 clusters Score -1.182274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -11822764.000000 Penalty: 3716.222656
	Iteration 36Q: 3 clusters Score -1.182276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -11822760.000000 Penalty: 3716.222656
	Iteration 37Q: 3 clusters Score -1.182276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -11822743.000000 Penalty: 3716.222656
	Iteration 38Q: 3 clusters Score -1.182274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -11822733.000000 Penalty: 3716.222656
	Iteration 39Q: 3 clusters Score -1.182273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -11822731.000000 Penalty: 3716.222656
	Iteration 40F: 3 clusters Score -1.182273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -11822734.000000 Penalty: 3716.222656
	Iteration 41Q: 3 clusters Score -1.182273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -11822739.000000 Penalty: 3716.222656
	Iteration 42Q: 3 clusters Score -1.182274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11822749.000000 Penalty: 3716.222656
	Iteration 43Q: 3 clusters Score -1.182275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11822749.000000 Penalty: 3716.222656
	Iteration 44Q: 3 clusters Score -1.182275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -11822746.000000 Penalty: 3716.222656
	Iteration 45Q: 3 clusters Score -1.182275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -11822736.000000 Penalty: 3716.222656
	Iteration 46Q: 3 clusters Score -1.182274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -11822743.000000 Penalty: 3716.222656
	Iteration 47Q: 3 clusters Score -1.182274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -11822738.000000 Penalty: 3716.222656
	Iteration 48Q: 3 clusters Score -1.182274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -11822741.000000 Penalty: 3716.222656
	Iteration 49Q: 3 clusters Score -1.182274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -11822718.000000 Penalty: 3716.222656
	Iteration 50Q: 3 clusters Score -1.182272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -11822729.000000 Penalty: 3716.222656
	Iteration 51Q: 3 clusters Score -1.182273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -11822724.000000 Penalty: 3716.222656
	Iteration 52Q: 3 clusters Score -1.182272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -11822736.000000 Penalty: 3716.222656
	Iteration 53Q: 3 clusters Score -1.182274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11822739.000000 Penalty: 3716.222656
	Iteration 54Q: 3 clusters Score -1.182274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -11822753.000000 Penalty: 3716.222656
	Iteration 55Q: 3 clusters Score -1.182275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -11822738.000000 Penalty: 3716.222656
	Iteration 56Q: 3 clusters Score -1.182274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -11822734.000000 Penalty: 3716.222656
	Iteration 57Q: 3 clusters Score -1.182273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -11822745.000000 Penalty: 3716.222656
	Iteration 58Q: 3 clusters Score -1.182274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11822745.000000 Penalty: 3716.222656
	Iteration 59Q: 3 clusters Score -1.182274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -11822746.000000 Penalty: 3716.222656
	Iteration 60F: 3 clusters Score -1.182275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -11822742.000000 Penalty: 3716.222656
	Iteration 61Q: 3 clusters Score -1.182274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11822747.000000 Penalty: 3716.222656
	Iteration 62Q: 3 clusters Score -1.182275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11822739.000000 Penalty: 3716.222656
	Iteration 63Q: 3 clusters Score -1.182274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11822739.000000 Penalty: 3716.222656
	Iteration 64F: 3 clusters Score -1.182274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Entering Unmasked Estep 
Score: -8313278.500000 Penalty: 1800.540405
	Iteration 0F: 2 clusters Score -8313278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -8270365.500000 Penalty: 3601.080811
	Iteration 0F: 3 clusters Score -8270366 nChanged 30447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8288091.500000 Penalty: 3601.080811
	Iteration 1F: 3 clusters Score -8288092 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -8289321.000000 Penalty: 3601.080811
	Iteration 2Q: 3 clusters Score -8289321 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8291607.000000 Penalty: 3601.080811
	Iteration 3F: 3 clusters Score -8291607 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -8295694.500000 Penalty: 3601.080811
	Iteration 4F: 3 clusters Score -8295694 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -8301456.000000 Penalty: 3601.080811
	Iteration 5F: 3 clusters Score -8301456 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8306569.000000 Penalty: 3601.080811
	Iteration 6F: 3 clusters Score -8306569 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8309522.500000 Penalty: 3601.080811
	Iteration 7Q: 3 clusters Score -8309522 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8310771.000000 Penalty: 3601.080811
	Iteration 8Q: 3 clusters Score -8310771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8311314.000000 Penalty: 3601.080811
	Iteration 9Q: 3 clusters Score -8311314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8311525.000000 Penalty: 3601.080811
	Iteration 10Q: 3 clusters Score -8311525 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -8311663.000000 Penalty: 3601.080811
	Iteration 11Q: 3 clusters Score -8311663 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -8311723.000000 Penalty: 3601.080811
	Iteration 12Q: 3 clusters Score -8311723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -8311771.000000 Penalty: 3601.080811
	Iteration 13Q: 3 clusters Score -8311771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -8311786.000000 Penalty: 3601.080811
	Iteration 14Q: 3 clusters Score -8311786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -8311807.000000 Penalty: 3601.080811
	Iteration 15Q: 3 clusters Score -8311807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -8311806.500000 Penalty: 3601.080811
	Iteration 16Q: 3 clusters Score -8311806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -8311815.500000 Penalty: 3601.080811
	Iteration 17Q: 3 clusters Score -8311816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -8311822.000000 Penalty: 3601.080811
	Iteration 18Q: 3 clusters Score -8311822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -8311827.000000 Penalty: 3601.080811
	Iteration 19Q: 3 clusters Score -8311827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -8311831.500000 Penalty: 3601.080811
	Iteration 20F: 3 clusters Score -8311832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -8311830.000000 Penalty: 3601.080811
	Iteration 21Q: 3 clusters Score -8311830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -8311842.500000 Penalty: 3601.080811
	Iteration 22Q: 3 clusters Score -8311842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8311841.500000 Penalty: 3601.080811
	Iteration 23Q: 3 clusters Score -8311842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -8311841.000000 Penalty: 3601.080811
	Iteration 24Q: 3 clusters Score -8311841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -8311840.500000 Penalty: 3601.080811
	Iteration 25Q: 3 clusters Score -8311840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -8311843.000000 Penalty: 3601.080811
	Iteration 26Q: 3 clusters Score -8311843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -8311852.000000 Penalty: 3601.080811
	Iteration 27Q: 3 clusters Score -8311852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -8311859.500000 Penalty: 3601.080811
	Iteration 28Q: 3 clusters Score -8311860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -8311860.500000 Penalty: 3601.080811
	Iteration 29Q: 3 clusters Score -8311860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8311862.500000 Penalty: 3601.080811
	Iteration 30Q: 3 clusters Score -8311862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -8311861.000000 Penalty: 3601.080811
	Iteration 31Q: 3 clusters Score -8311861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8311864.500000 Penalty: 3601.080811
	Iteration 32Q: 3 clusters Score -8311864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -8311862.500000 Penalty: 3601.080811
	Iteration 33Q: 3 clusters Score -8311862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8311868.500000 Penalty: 3601.080811
	Iteration 34Q: 3 clusters Score -8311868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -8311865.000000 Penalty: 3601.080811
	Iteration 35Q: 3 clusters Score -8311865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8311862.500000 Penalty: 3601.080811
	Iteration 36Q: 3 clusters Score -8311862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -8311863.500000 Penalty: 3601.080811
	Iteration 37Q: 3 clusters Score -8311864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -8311865.000000 Penalty: 3601.080811
	Iteration 38Q: 3 clusters Score -8311865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8311865.000000 Penalty: 3601.080811
	Iteration 39Q: 3 clusters Score -8311865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8311865.000000 Penalty: 3601.080811
	Iteration 40F: 3 clusters Score -8311865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -14090.359375 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -14090.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13625.947266 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -13625.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13717.409180 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -13717.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13748.683594 Penalty: 1630.615845
	Iteration 2F: 3 clusters Score -13748.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13765.814453 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -13765.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -13791.020508 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -13791.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -13806.573242 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -13806.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -13823.208008 Penalty: 1630.615845
	Iteration 6Q: 3 clusters Score -13823.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -13826.418945 Penalty: 1630.615845
	Iteration 7Q: 3 clusters Score -13826.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -13839.948242 Penalty: 1630.615845
	Iteration 8Q: 3 clusters Score -13839.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -13839.948242 Penalty: 1630.615845
	Iteration 9F: 3 clusters Score -13839.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56775 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35328 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34528 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92460 members 
Mstep: Class 20 contains 64877 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636508.000000 Penalty: 42607.062500
Iteration 79Q: 21 clusters Score -6.163651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56776 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35328 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 111 members 
Mstep: Class 11 contains 34525 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32586 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92462 members 
Mstep: Class 20 contains 64876 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636548.000000 Penalty: 42607.062500
Iteration 80F: 21 clusters Score -6.163655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56774 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35327 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 113 members 
Mstep: Class 11 contains 34521 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32586 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 70142 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92465 members 
Mstep: Class 20 contains 64879 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636620.000000 Penalty: 42607.062500
Iteration 81Q: 21 clusters Score -6.163662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56774 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35327 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 110 members 
Mstep: Class 11 contains 34518 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 70141 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92465 members 
Mstep: Class 20 contains 64883 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636644.000000 Penalty: 42607.062500
Iteration 82Q: 21 clusters Score -6.163664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56773 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35326 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 107 members 
Mstep: Class 11 contains 34516 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92467 members 
Mstep: Class 20 contains 64885 members 
Mstep: Class 22 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636636.000000 Penalty: 42607.062500
Iteration 83Q: 21 clusters Score -6.163664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 107 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92469 members 
Mstep: Class 20 contains 64887 members 
Mstep: Class 22 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636668.000000 Penalty: 42607.062500
Iteration 84Q: 21 clusters Score -6.163667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 105 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70140 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 19 contains 92468 members 
Mstep: Class 20 contains 64890 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636692.000000 Penalty: 42607.062500
Iteration 85Q: 21 clusters Score -6.163669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 103 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70137 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 19 contains 92467 members 
Mstep: Class 20 contains 64896 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636680.000000 Penalty: 42607.062500
Iteration 86Q: 21 clusters Score -6.163668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 103 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32583 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70139 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 19 contains 92461 members 
Mstep: Class 20 contains 64899 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636688.000000 Penalty: 42607.062500
Iteration 87Q: 21 clusters Score -6.163669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56772 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 102 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32582 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70139 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92456 members 
Mstep: Class 20 contains 64901 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636712.000000 Penalty: 42607.062500
Iteration 88Q: 21 clusters Score -6.163671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32582 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 70135 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92454 members 
Mstep: Class 20 contains 64907 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636748.000000 Penalty: 42607.062500
Iteration 89Q: 21 clusters Score -6.163675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56771 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70134 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92453 members 
Mstep: Class 20 contains 64914 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636744.000000 Penalty: 42607.062500
Iteration 90Q: 21 clusters Score -6.163674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34513 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70132 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92450 members 
Mstep: Class 20 contains 64922 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636764.000000 Penalty: 42607.062500
Iteration 91Q: 21 clusters Score -6.163676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34510 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70130 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92447 members 
Mstep: Class 20 contains 64930 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636768.000000 Penalty: 42607.062500
Iteration 92Q: 21 clusters Score -6.163677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56767 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68673 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34509 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70127 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92447 members 
Mstep: Class 20 contains 64939 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636740.000000 Penalty: 42607.062500
Iteration 93Q: 21 clusters Score -6.163674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56767 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68672 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34507 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70124 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92447 members 
Mstep: Class 20 contains 64944 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636744.000000 Penalty: 42607.062500
Iteration 94Q: 21 clusters Score -6.163674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56767 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34507 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70121 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92447 members 
Mstep: Class 20 contains 64950 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636772.000000 Penalty: 42607.062500
Iteration 95Q: 21 clusters Score -6.163677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56766 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34507 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70120 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92446 members 
Mstep: Class 20 contains 64953 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636772.000000 Penalty: 42607.062500
Iteration 96Q: 21 clusters Score -6.163677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68668 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34506 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70120 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92445 members 
Mstep: Class 20 contains 64957 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636768.000000 Penalty: 42607.062500
Iteration 97Q: 21 clusters Score -6.163677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92446 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636724.000000 Penalty: 42607.062500
Iteration 98Q: 21 clusters Score -6.163672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 100 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92446 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636732.000000 Penalty: 42607.062500
Iteration 99F: 21 clusters Score -6.163673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92446 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636752.000000 Penalty: 42607.062500
Iteration 100F: 21 clusters Score -6.163675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92446 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636772.000000 Penalty: 42607.062500
Iteration 101Q: 21 clusters Score -6.163677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92445 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636772.000000 Penalty: 42607.062500
Iteration 102Q: 21 clusters Score -6.163677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92444 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636772.000000 Penalty: 42607.062500
Iteration 103Q: 21 clusters Score -6.163677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92445 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636764.000000 Penalty: 42607.062500
Iteration 104Q: 21 clusters Score -6.163676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 35323 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 68669 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 99 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 92445 members 
Mstep: Class 20 contains 64958 members 
Mstep: Class 22 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61636764.000000 Penalty: 42607.062500
Iteration 105F: 21 clusters Score -6.163676e+07 nChanged 0
Entering ConstructFrom: 
Score: -61636764.000000 Penalty: 42607.062500
Entering ConstructFrom: 
Trying to split cluster 1 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -257393.437500 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -257393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255247.906250 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -255247.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255693.218750 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -255693.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -255821.203125 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -255821.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -255886.406250 Penalty: 2487.540039
	Iteration 3Q: 3 clusters Score -255886.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -255932.171875 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -255932.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -255954.640625 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -255954.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -255964.531250 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -255964.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -255973.484375 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -255973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -255979.281250 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -255979.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -255982.546875 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -255982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -255987.593750 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -255987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -255995.250000 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -255995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -256002.031250 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -256002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256005.734375 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -256005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -256008.703125 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -256008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256011.781250 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -256011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256012.406250 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -256012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256012.406250 Penalty: 2487.540039
	Iteration 17F: 3 clusters Score -256012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Entering Unmasked Estep 
Score: -7239260.000000 Penalty: 1778.834717
	Iteration 0F: 2 clusters Score -7239260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7201399.000000 Penalty: 3557.669434
	Iteration 0F: 3 clusters Score -7201399 nChanged 26724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -7216738.500000 Penalty: 3557.669434
	Iteration 1F: 3 clusters Score -7216738 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -7217264.000000 Penalty: 3557.669434
	Iteration 2Q: 3 clusters Score -7217264 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7217795.000000 Penalty: 3557.669434
	Iteration 3Q: 3 clusters Score -7217795 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7218351.000000 Penalty: 3557.669434
	Iteration 4Q: 3 clusters Score -7218351 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7218973.500000 Penalty: 3557.669434
	Iteration 5Q: 3 clusters Score -7218974 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -7219633.000000 Penalty: 3557.669434
	Iteration 6Q: 3 clusters Score -7219633 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -7220527.500000 Penalty: 3557.669434
	Iteration 7Q: 3 clusters Score -7220528 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -7221745.500000 Penalty: 3557.669434
	Iteration 8Q: 3 clusters Score -7221746 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -7223252.500000 Penalty: 3557.669434
	Iteration 9Q: 3 clusters Score -7223252 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -7225213.500000 Penalty: 3557.669434
	Iteration 10F: 3 clusters Score -7225214 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7227022.500000 Penalty: 3557.669434
	Iteration 11F: 3 clusters Score -7227022 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -7228203.500000 Penalty: 3557.669434
	Iteration 12Q: 3 clusters Score -7228204 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -7228773.000000 Penalty: 3557.669434
	Iteration 13Q: 3 clusters Score -7228773 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7229103.000000 Penalty: 3557.669434
	Iteration 14Q: 3 clusters Score -7229103 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -7229373.000000 Penalty: 3557.669434
	Iteration 15Q: 3 clusters Score -7229373 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7229651.000000 Penalty: 3557.669434
	Iteration 16Q: 3 clusters Score -7229651 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -7229872.000000 Penalty: 3557.669434
	Iteration 17Q: 3 clusters Score -7229872 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7230126.000000 Penalty: 3557.669434
	Iteration 18Q: 3 clusters Score -7230126 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7230454.500000 Penalty: 3557.669434
	Iteration 19Q: 3 clusters Score -7230454 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7230778.000000 Penalty: 3557.669434
	Iteration 20F: 3 clusters Score -7230778 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7231168.500000 Penalty: 3557.669434
	Iteration 21Q: 3 clusters Score -7231168 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7231555.500000 Penalty: 3557.669434
	Iteration 22Q: 3 clusters Score -7231556 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -7231913.000000 Penalty: 3557.669434
	Iteration 23Q: 3 clusters Score -7231913 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -7232285.000000 Penalty: 3557.669434
	Iteration 24Q: 3 clusters Score -7232285 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -7232678.000000 Penalty: 3557.669434
	Iteration 25Q: 3 clusters Score -7232678 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -7233052.500000 Penalty: 3557.669434
	Iteration 26Q: 3 clusters Score -7233052 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -7233426.000000 Penalty: 3557.669434
	Iteration 27Q: 3 clusters Score -7233426 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -7233752.500000 Penalty: 3557.669434
	Iteration 28Q: 3 clusters Score -7233752 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -7234065.500000 Penalty: 3557.669434
	Iteration 29Q: 3 clusters Score -7234066 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7234375.500000 Penalty: 3557.669434
	Iteration 30Q: 3 clusters Score -7234376 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -7234691.500000 Penalty: 3557.669434
	Iteration 31Q: 3 clusters Score -7234692 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -7234986.000000 Penalty: 3557.669434
	Iteration 32Q: 3 clusters Score -7234986 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -7235226.500000 Penalty: 3557.669434
	Iteration 33Q: 3 clusters Score -7235226 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7235460.000000 Penalty: 3557.669434
	Iteration 34Q: 3 clusters Score -7235460 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -7235650.500000 Penalty: 3557.669434
	Iteration 35Q: 3 clusters Score -7235650 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -7235806.500000 Penalty: 3557.669434
	Iteration 36Q: 3 clusters Score -7235806 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -7236001.500000 Penalty: 3557.669434
	Iteration 37Q: 3 clusters Score -7236002 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -7236146.000000 Penalty: 3557.669434
	Iteration 38Q: 3 clusters Score -7236146 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -7236269.500000 Penalty: 3557.669434
	Iteration 39Q: 3 clusters Score -7236270 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -7236375.000000 Penalty: 3557.669434
	Iteration 40F: 3 clusters Score -7236375 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -7236445.500000 Penalty: 3557.669434
	Iteration 41Q: 3 clusters Score -7236446 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -7236487.500000 Penalty: 3557.669434
	Iteration 42Q: 3 clusters Score -7236488 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -7236515.500000 Penalty: 3557.669434
	Iteration 43Q: 3 clusters Score -7236516 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -7236610.500000 Penalty: 3557.669434
	Iteration 44Q: 3 clusters Score -7236610 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -7236671.000000 Penalty: 3557.669434
	Iteration 45Q: 3 clusters Score -7236671 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7236734.000000 Penalty: 3557.669434
	Iteration 46Q: 3 clusters Score -7236734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -7236792.000000 Penalty: 3557.669434
	Iteration 47Q: 3 clusters Score -7236792 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -7236825.500000 Penalty: 3557.669434
	Iteration 48Q: 3 clusters Score -7236826 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7236874.500000 Penalty: 3557.669434
	Iteration 49Q: 3 clusters Score -7236874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -7236934.500000 Penalty: 3557.669434
	Iteration 50Q: 3 clusters Score -7236934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7236995.000000 Penalty: 3557.669434
	Iteration 51Q: 3 clusters Score -7236995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -7237060.500000 Penalty: 3557.669434
	Iteration 52Q: 3 clusters Score -7237060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7237103.000000 Penalty: 3557.669434
	Iteration 53Q: 3 clusters Score -7237103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -7237117.000000 Penalty: 3557.669434
	Iteration 54Q: 3 clusters Score -7237117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -7237157.500000 Penalty: 3557.669434
	Iteration 55Q: 3 clusters Score -7237158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -7237215.000000 Penalty: 3557.669434
	Iteration 56Q: 3 clusters Score -7237215 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7237247.000000 Penalty: 3557.669434
	Iteration 57Q: 3 clusters Score -7237247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7237276.000000 Penalty: 3557.669434
	Iteration 58Q: 3 clusters Score -7237276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -7237300.500000 Penalty: 3557.669434
	Iteration 59Q: 3 clusters Score -7237300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -7237345.000000 Penalty: 3557.669434
	Iteration 60F: 3 clusters Score -7237345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -7237357.000000 Penalty: 3557.669434
	Iteration 61Q: 3 clusters Score -7237357 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7237380.500000 Penalty: 3557.669434
	Iteration 62Q: 3 clusters Score -7237380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7237401.500000 Penalty: 3557.669434
	Iteration 63Q: 3 clusters Score -7237402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -7237410.000000 Penalty: 3557.669434
	Iteration 64Q: 3 clusters Score -7237410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -7237416.500000 Penalty: 3557.669434
	Iteration 65Q: 3 clusters Score -7237416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -7237433.500000 Penalty: 3557.669434
	Iteration 66Q: 3 clusters Score -7237434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7237444.000000 Penalty: 3557.669434
	Iteration 67Q: 3 clusters Score -7237444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -7237462.000000 Penalty: 3557.669434
	Iteration 68Q: 3 clusters Score -7237462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -7237470.000000 Penalty: 3557.669434
	Iteration 69Q: 3 clusters Score -7237470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7237481.500000 Penalty: 3557.669434
	Iteration 70Q: 3 clusters Score -7237482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -7237506.000000 Penalty: 3557.669434
	Iteration 71Q: 3 clusters Score -7237506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -7237517.500000 Penalty: 3557.669434
	Iteration 72Q: 3 clusters Score -7237518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -7237543.000000 Penalty: 3557.669434
	Iteration 73Q: 3 clusters Score -7237543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7237555.500000 Penalty: 3557.669434
	Iteration 74Q: 3 clusters Score -7237556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -7237588.000000 Penalty: 3557.669434
	Iteration 75Q: 3 clusters Score -7237588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -7237597.500000 Penalty: 3557.669434
	Iteration 76Q: 3 clusters Score -7237598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7237617.000000 Penalty: 3557.669434
	Iteration 77Q: 3 clusters Score -7237617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -7237631.000000 Penalty: 3557.669434
	Iteration 78Q: 3 clusters Score -7237631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7237647.000000 Penalty: 3557.669434
	Iteration 79Q: 3 clusters Score -7237647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7237652.000000 Penalty: 3557.669434
	Iteration 80F: 3 clusters Score -7237652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -7237670.500000 Penalty: 3557.669434
	Iteration 81Q: 3 clusters Score -7237670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -7237679.000000 Penalty: 3557.669434
	Iteration 82Q: 3 clusters Score -7237679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -7237688.000000 Penalty: 3557.669434
	Iteration 83Q: 3 clusters Score -7237688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7237704.000000 Penalty: 3557.669434
	Iteration 84Q: 3 clusters Score -7237704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -7237702.000000 Penalty: 3557.669434
	Iteration 85Q: 3 clusters Score -7237702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -7237697.500000 Penalty: 3557.669434
	Iteration 86Q: 3 clusters Score -7237698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7237705.000000 Penalty: 3557.669434
	Iteration 87Q: 3 clusters Score -7237705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7237701.500000 Penalty: 3557.669434
	Iteration 88Q: 3 clusters Score -7237702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -7237709.500000 Penalty: 3557.669434
	Iteration 89Q: 3 clusters Score -7237710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -7237710.500000 Penalty: 3557.669434
	Iteration 90Q: 3 clusters Score -7237710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7237712.000000 Penalty: 3557.669434
	Iteration 91Q: 3 clusters Score -7237712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -7237721.500000 Penalty: 3557.669434
	Iteration 92Q: 3 clusters Score -7237722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -7237726.500000 Penalty: 3557.669434
	Iteration 93Q: 3 clusters Score -7237726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7237729.000000 Penalty: 3557.669434
	Iteration 94Q: 3 clusters Score -7237729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -7237747.000000 Penalty: 3557.669434
	Iteration 95Q: 3 clusters Score -7237747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7237744.000000 Penalty: 3557.669434
	Iteration 96Q: 3 clusters Score -7237744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -7237753.000000 Penalty: 3557.669434
	Iteration 97Q: 3 clusters Score -7237753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7237753.000000 Penalty: 3557.669434
	Iteration 98Q: 3 clusters Score -7237753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -7237753.500000 Penalty: 3557.669434
	Iteration 99Q: 3 clusters Score -7237754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7237759.000000 Penalty: 3557.669434
	Iteration 100F: 3 clusters Score -7237759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -7237758.000000 Penalty: 3557.669434
	Iteration 101Q: 3 clusters Score -7237758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -7237754.500000 Penalty: 3557.669434
	Iteration 102Q: 3 clusters Score -7237754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -7237754.000000 Penalty: 3557.669434
	Iteration 103Q: 3 clusters Score -7237754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -7237759.500000 Penalty: 3557.669434
	Iteration 104Q: 3 clusters Score -7237760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7237760.500000 Penalty: 3557.669434
	Iteration 105Q: 3 clusters Score -7237760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7237758.500000 Penalty: 3557.669434
	Iteration 106Q: 3 clusters Score -7237758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -7237762.500000 Penalty: 3557.669434
	Iteration 107Q: 3 clusters Score -7237762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7237762.500000 Penalty: 3557.669434
	Iteration 108Q: 3 clusters Score -7237762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7237762.500000 Penalty: 3557.669434
	Iteration 109F: 3 clusters Score -7237762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -638546.750000 Penalty: 1386.174805
	Iteration 0F: 2 clusters Score -638546.8 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 2554 members 
Entering Unmasked Estep 
Score: -634536.625000 Penalty: 2772.349609
	Iteration 0F: 3 clusters Score -634536.6 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -635690.875000 Penalty: 2772.349609
	Iteration 1F: 3 clusters Score -635690.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -635867.812500 Penalty: 2772.349609
	Iteration 2F: 3 clusters Score -635867.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -635985.062500 Penalty: 2772.349609
	Iteration 3Q: 3 clusters Score -635985.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -636087.000000 Penalty: 2772.349609
	Iteration 4Q: 3 clusters Score -636087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -636171.375000 Penalty: 2772.349609
	Iteration 5Q: 3 clusters Score -636171.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -636245.812500 Penalty: 2772.349609
	Iteration 6Q: 3 clusters Score -636245.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -636330.125000 Penalty: 2772.349609
	Iteration 7Q: 3 clusters Score -636330.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -636417.500000 Penalty: 2772.349609
	Iteration 8Q: 3 clusters Score -636417.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -636518.812500 Penalty: 2772.349609
	Iteration 9Q: 3 clusters Score -636518.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -636617.937500 Penalty: 2772.349609
	Iteration 10Q: 3 clusters Score -636617.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -636723.562500 Penalty: 2772.349609
	Iteration 11Q: 3 clusters Score -636723.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -636848.250000 Penalty: 2772.349609
	Iteration 12Q: 3 clusters Score -636848.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -636997.562500 Penalty: 2772.349609
	Iteration 13Q: 3 clusters Score -636997.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -637160.687500 Penalty: 2772.349609
	Iteration 14Q: 3 clusters Score -637160.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -637269.375000 Penalty: 2772.349609
	Iteration 15Q: 3 clusters Score -637269.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -637345.250000 Penalty: 2772.349609
	Iteration 16Q: 3 clusters Score -637345.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -637398.625000 Penalty: 2772.349609
	Iteration 17Q: 3 clusters Score -637398.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -637431.125000 Penalty: 2772.349609
	Iteration 18Q: 3 clusters Score -637431.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -637444.000000 Penalty: 2772.349609
	Iteration 19Q: 3 clusters Score -637444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -637457.125000 Penalty: 2772.349609
	Iteration 20F: 3 clusters Score -637457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -637472.750000 Penalty: 2772.349609
	Iteration 21Q: 3 clusters Score -637472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -637484.562500 Penalty: 2772.349609
	Iteration 22Q: 3 clusters Score -637484.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -637495.812500 Penalty: 2772.349609
	Iteration 23Q: 3 clusters Score -637495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -637504.687500 Penalty: 2772.349609
	Iteration 24Q: 3 clusters Score -637504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -637510.562500 Penalty: 2772.349609
	Iteration 25Q: 3 clusters Score -637510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637516.375000 Penalty: 2772.349609
	Iteration 26Q: 3 clusters Score -637516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -637519.000000 Penalty: 2772.349609
	Iteration 27Q: 3 clusters Score -637519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -637520.625000 Penalty: 2772.349609
	Iteration 28Q: 3 clusters Score -637520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -637525.000000 Penalty: 2772.349609
	Iteration 29Q: 3 clusters Score -637525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -637526.062500 Penalty: 2772.349609
	Iteration 30Q: 3 clusters Score -637526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -637527.500000 Penalty: 2772.349609
	Iteration 31Q: 3 clusters Score -637527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -637527.937500 Penalty: 2772.349609
	Iteration 32Q: 3 clusters Score -637527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -637528.000000 Penalty: 2772.349609
	Iteration 33Q: 3 clusters Score -637528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -637528.000000 Penalty: 2772.349609
	Iteration 34F: 3 clusters Score -637528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60389.253906 Penalty: 1022.980774
	Iteration 0F: 2 clusters Score -60389.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59298.292969 Penalty: 2045.961548
	Iteration 0F: 3 clusters Score -59298.29 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59534.238281 Penalty: 2045.961548
	Iteration 1F: 3 clusters Score -59534.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59591.464844 Penalty: 2045.961548
	Iteration 2F: 3 clusters Score -59591.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59630.988281 Penalty: 2045.961548
	Iteration 3Q: 3 clusters Score -59630.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59645.097656 Penalty: 2045.961548
	Iteration 4Q: 3 clusters Score -59645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59661.984375 Penalty: 2045.961548
	Iteration 5Q: 3 clusters Score -59661.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59683.132812 Penalty: 2045.961548
	Iteration 6Q: 3 clusters Score -59683.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59694.152344 Penalty: 2045.961548
	Iteration 7Q: 3 clusters Score -59694.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59707.316406 Penalty: 2045.961548
	Iteration 8Q: 3 clusters Score -59707.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59713.390625 Penalty: 2045.961548
	Iteration 9Q: 3 clusters Score -59713.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59719.484375 Penalty: 2045.961548
	Iteration 10Q: 3 clusters Score -59719.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59727.019531 Penalty: 2045.961548
	Iteration 11Q: 3 clusters Score -59727.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59731.238281 Penalty: 2045.961548
	Iteration 12Q: 3 clusters Score -59731.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59735.097656 Penalty: 2045.961548
	Iteration 13Q: 3 clusters Score -59735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59735.496094 Penalty: 2045.961548
	Iteration 14Q: 3 clusters Score -59735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59736.750000 Penalty: 2045.961548
	Iteration 15Q: 3 clusters Score -59736.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59736.750000 Penalty: 2045.961548
	Iteration 16F: 3 clusters Score -59736.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Entering Unmasked Estep 
Score: -4519829.500000 Penalty: 1701.747070
	Iteration 0F: 2 clusters Score -4519830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4496144.000000 Penalty: 3403.494141
	Iteration 0F: 3 clusters Score -4496144 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4505196.000000 Penalty: 3403.494141
	Iteration 1F: 3 clusters Score -4505196 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4505514.500000 Penalty: 3403.494141
	Iteration 2Q: 3 clusters Score -4505514 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4505840.500000 Penalty: 3403.494141
	Iteration 3Q: 3 clusters Score -4505840 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4506237.000000 Penalty: 3403.494141
	Iteration 4Q: 3 clusters Score -4506237 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4506874.000000 Penalty: 3403.494141
	Iteration 5Q: 3 clusters Score -4506874 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4507840.500000 Penalty: 3403.494141
	Iteration 6F: 3 clusters Score -4507840 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4509221.500000 Penalty: 3403.494141
	Iteration 7F: 3 clusters Score -4509222 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4511138.000000 Penalty: 3403.494141
	Iteration 8F: 3 clusters Score -4511138 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4513199.000000 Penalty: 3403.494141
	Iteration 9F: 3 clusters Score -4513199 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4515004.500000 Penalty: 3403.494141
	Iteration 10F: 3 clusters Score -4515004 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4516226.500000 Penalty: 3403.494141
	Iteration 11Q: 3 clusters Score -4516226 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4517071.500000 Penalty: 3403.494141
	Iteration 12Q: 3 clusters Score -4517072 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4517580.000000 Penalty: 3403.494141
	Iteration 13Q: 3 clusters Score -4517580 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4517904.500000 Penalty: 3403.494141
	Iteration 14Q: 3 clusters Score -4517904 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4518062.500000 Penalty: 3403.494141
	Iteration 15Q: 3 clusters Score -4518062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4518160.500000 Penalty: 3403.494141
	Iteration 16Q: 3 clusters Score -4518160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4518214.000000 Penalty: 3403.494141
	Iteration 17Q: 3 clusters Score -4518214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4518249.000000 Penalty: 3403.494141
	Iteration 18Q: 3 clusters Score -4518249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4518264.500000 Penalty: 3403.494141
	Iteration 19Q: 3 clusters Score -4518264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4518271.000000 Penalty: 3403.494141
	Iteration 20F: 3 clusters Score -4518271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4518280.000000 Penalty: 3403.494141
	Iteration 21Q: 3 clusters Score -4518280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4518281.000000 Penalty: 3403.494141
	Iteration 22Q: 3 clusters Score -4518281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4518293.500000 Penalty: 3403.494141
	Iteration 23Q: 3 clusters Score -4518294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4518294.500000 Penalty: 3403.494141
	Iteration 24Q: 3 clusters Score -4518294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3403.494141
	Iteration 25Q: 3 clusters Score -4518304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3403.494141
	Iteration 26Q: 3 clusters Score -4518304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3403.494141
	Iteration 27F: 3 clusters Score -4518304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -17839.453125 Penalty: 876.464478
	Iteration 0F: 2 clusters Score -17839.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17264.037109 Penalty: 1752.928955
	Iteration 0F: 3 clusters Score -17264.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17532.222656 Penalty: 1752.928955
	Iteration 1F: 3 clusters Score -17532.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17624.929688 Penalty: 1752.928955
	Iteration 2F: 3 clusters Score -17624.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17645.015625 Penalty: 1752.928955
	Iteration 3Q: 3 clusters Score -17645.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17697.277344 Penalty: 1752.928955
	Iteration 4Q: 3 clusters Score -17697.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17697.277344 Penalty: 1752.928955
	Iteration 5F: 3 clusters Score -17697.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -50418.527344 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -50418.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49373.679688 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -49373.68 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49579.859375 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -49579.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49647.441406 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -49647.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49671.808594 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -49671.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49677.820312 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -49677.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49684.335938 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -49684.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49689.296875 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -49689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49697.628906 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -49697.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49708.113281 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -49708.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49717.492188 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -49717.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49735.843750 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -49735.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49753.472656 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -49753.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49773.945312 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -49773.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49788.121094 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -49788.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49821.167969 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -49821.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49845.378906 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -49845.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49879.074219 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -49879.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49932.550781 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -49932.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49962.671875 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -49962.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50015.800781 Penalty: 2005.802612
	Iteration 19Q: 3 clusters Score -50015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50072.238281 Penalty: 2005.802612
	Iteration 20F: 3 clusters Score -50072.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50117.808594 Penalty: 2005.802612
	Iteration 21Q: 3 clusters Score -50117.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50135.160156 Penalty: 2005.802612
	Iteration 22Q: 3 clusters Score -50135.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50143.328125 Penalty: 2005.802612
	Iteration 23Q: 3 clusters Score -50143.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50153.121094 Penalty: 2005.802612
	Iteration 24Q: 3 clusters Score -50153.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50158.812500 Penalty: 2005.802612
	Iteration 25Q: 3 clusters Score -50158.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50160.781250 Penalty: 2005.802612
	Iteration 26Q: 3 clusters Score -50160.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50161.808594 Penalty: 2005.802612
	Iteration 27Q: 3 clusters Score -50161.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50161.808594 Penalty: 2005.802612
	Iteration 28F: 3 clusters Score -50161.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Entering Unmasked Estep 
Score: -8746682.000000 Penalty: 1809.771240
	Iteration 0F: 2 clusters Score -8746682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -8701224.000000 Penalty: 3619.542480
	Iteration 0F: 3 clusters Score -8701224 nChanged 32516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -8720283.000000 Penalty: 3619.542480
	Iteration 1F: 3 clusters Score -8720283 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8721335.000000 Penalty: 3619.542480
	Iteration 2Q: 3 clusters Score -8721335 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8723073.000000 Penalty: 3619.542480
	Iteration 3F: 3 clusters Score -8723073 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -8726632.000000 Penalty: 3619.542480
	Iteration 4F: 3 clusters Score -8726632 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -8732082.000000 Penalty: 3619.542480
	Iteration 5F: 3 clusters Score -8732082 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -8737885.000000 Penalty: 3619.542480
	Iteration 6F: 3 clusters Score -8737885 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -8742194.000000 Penalty: 3619.542480
	Iteration 7F: 3 clusters Score -8742194 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8744143.000000 Penalty: 3619.542480
	Iteration 8Q: 3 clusters Score -8744143 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -8744779.000000 Penalty: 3619.542480
	Iteration 9Q: 3 clusters Score -8744779 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -8744988.000000 Penalty: 3619.542480
	Iteration 10Q: 3 clusters Score -8744988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -8745054.000000 Penalty: 3619.542480
	Iteration 11Q: 3 clusters Score -8745054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -8745083.000000 Penalty: 3619.542480
	Iteration 12Q: 3 clusters Score -8745083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -8745116.000000 Penalty: 3619.542480
	Iteration 13Q: 3 clusters Score -8745116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -8745146.000000 Penalty: 3619.542480
	Iteration 14Q: 3 clusters Score -8745146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -8745162.000000 Penalty: 3619.542480
	Iteration 15Q: 3 clusters Score -8745162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -8745167.000000 Penalty: 3619.542480
	Iteration 16Q: 3 clusters Score -8745167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8745171.000000 Penalty: 3619.542480
	Iteration 17Q: 3 clusters Score -8745171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8745171.000000 Penalty: 3619.542480
	Iteration 18F: 3 clusters Score -8745171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -348103.062500 Penalty: 1296.809448
	Iteration 0F: 2 clusters Score -348103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -345439.343750 Penalty: 2593.618896
	Iteration 0F: 3 clusters Score -345439.3 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -346075.968750 Penalty: 2593.618896
	Iteration 1F: 3 clusters Score -346076 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -346201.406250 Penalty: 2593.618896
	Iteration 2F: 3 clusters Score -346201.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -346272.437500 Penalty: 2593.618896
	Iteration 3Q: 3 clusters Score -346272.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -346311.125000 Penalty: 2593.618896
	Iteration 4Q: 3 clusters Score -346311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -346343.906250 Penalty: 2593.618896
	Iteration 5Q: 3 clusters Score -346343.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -346380.437500 Penalty: 2593.618896
	Iteration 6Q: 3 clusters Score -346380.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -346402.718750 Penalty: 2593.618896
	Iteration 7Q: 3 clusters Score -346402.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -346425.031250 Penalty: 2593.618896
	Iteration 8Q: 3 clusters Score -346425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -346443.093750 Penalty: 2593.618896
	Iteration 9Q: 3 clusters Score -346443.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -346455.218750 Penalty: 2593.618896
	Iteration 10Q: 3 clusters Score -346455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -346466.343750 Penalty: 2593.618896
	Iteration 11Q: 3 clusters Score -346466.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -346474.375000 Penalty: 2593.618896
	Iteration 12Q: 3 clusters Score -346474.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -346482.937500 Penalty: 2593.618896
	Iteration 13Q: 3 clusters Score -346482.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -346492.531250 Penalty: 2593.618896
	Iteration 14Q: 3 clusters Score -346492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -346501.593750 Penalty: 2593.618896
	Iteration 15Q: 3 clusters Score -346501.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346510.062500 Penalty: 2593.618896
	Iteration 16Q: 3 clusters Score -346510.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -346519.000000 Penalty: 2593.618896
	Iteration 17Q: 3 clusters Score -346519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -346529.125000 Penalty: 2593.618896
	Iteration 18Q: 3 clusters Score -346529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -346539.656250 Penalty: 2593.618896
	Iteration 19Q: 3 clusters Score -346539.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -346550.437500 Penalty: 2593.618896
	Iteration 20F: 3 clusters Score -346550.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -346559.000000 Penalty: 2593.618896
	Iteration 21Q: 3 clusters Score -346559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -346565.125000 Penalty: 2593.618896
	Iteration 22Q: 3 clusters Score -346565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -346570.593750 Penalty: 2593.618896
	Iteration 23Q: 3 clusters Score -346570.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -346574.531250 Penalty: 2593.618896
	Iteration 24Q: 3 clusters Score -346574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -346577.343750 Penalty: 2593.618896
	Iteration 25Q: 3 clusters Score -346577.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -346583.062500 Penalty: 2593.618896
	Iteration 26Q: 3 clusters Score -346583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -346591.656250 Penalty: 2593.618896
	Iteration 27Q: 3 clusters Score -346591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -346604.687500 Penalty: 2593.618896
	Iteration 28Q: 3 clusters Score -346604.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -346624.562500 Penalty: 2593.618896
	Iteration 29Q: 3 clusters Score -346624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -346640.406250 Penalty: 2593.618896
	Iteration 30Q: 3 clusters Score -346640.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -346652.656250 Penalty: 2593.618896
	Iteration 31Q: 3 clusters Score -346652.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -346663.250000 Penalty: 2593.618896
	Iteration 32Q: 3 clusters Score -346663.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346679.812500 Penalty: 2593.618896
	Iteration 33Q: 3 clusters Score -346679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -346690.187500 Penalty: 2593.618896
	Iteration 34Q: 3 clusters Score -346690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -346703.593750 Penalty: 2593.618896
	Iteration 35Q: 3 clusters Score -346703.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -346717.093750 Penalty: 2593.618896
	Iteration 36Q: 3 clusters Score -346717.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -346730.937500 Penalty: 2593.618896
	Iteration 37Q: 3 clusters Score -346730.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -346751.125000 Penalty: 2593.618896
	Iteration 38Q: 3 clusters Score -346751.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -346768.906250 Penalty: 2593.618896
	Iteration 39Q: 3 clusters Score -346768.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -346790.468750 Penalty: 2593.618896
	Iteration 40F: 3 clusters Score -346790.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -346808.625000 Penalty: 2593.618896
	Iteration 41Q: 3 clusters Score -346808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -346823.406250 Penalty: 2593.618896
	Iteration 42Q: 3 clusters Score -346823.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -346836.312500 Penalty: 2593.618896
	Iteration 43Q: 3 clusters Score -346836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -346849.843750 Penalty: 2593.618896
	Iteration 44Q: 3 clusters Score -346849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -346859.187500 Penalty: 2593.618896
	Iteration 45Q: 3 clusters Score -346859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -346868.593750 Penalty: 2593.618896
	Iteration 46Q: 3 clusters Score -346868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -346873.437500 Penalty: 2593.618896
	Iteration 47Q: 3 clusters Score -346873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -346879.781250 Penalty: 2593.618896
	Iteration 48Q: 3 clusters Score -346879.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -346888.750000 Penalty: 2593.618896
	Iteration 49Q: 3 clusters Score -346888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -346897.187500 Penalty: 2593.618896
	Iteration 50Q: 3 clusters Score -346897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -346904.593750 Penalty: 2593.618896
	Iteration 51Q: 3 clusters Score -346904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -346911.375000 Penalty: 2593.618896
	Iteration 52Q: 3 clusters Score -346911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -346920.875000 Penalty: 2593.618896
	Iteration 53Q: 3 clusters Score -346920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -346928.218750 Penalty: 2593.618896
	Iteration 54Q: 3 clusters Score -346928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -346929.437500 Penalty: 2593.618896
	Iteration 55Q: 3 clusters Score -346929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -346931.375000 Penalty: 2593.618896
	Iteration 56Q: 3 clusters Score -346931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -346931.562500 Penalty: 2593.618896
	Iteration 57Q: 3 clusters Score -346931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -346933.125000 Penalty: 2593.618896
	Iteration 58Q: 3 clusters Score -346933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -346935.812500 Penalty: 2593.618896
	Iteration 59Q: 3 clusters Score -346935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -346936.812500 Penalty: 2593.618896
	Iteration 60F: 3 clusters Score -346936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -346937.125000 Penalty: 2593.618896
	Iteration 61Q: 3 clusters Score -346937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346937.656250 Penalty: 2593.618896
	Iteration 62Q: 3 clusters Score -346937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346937.656250 Penalty: 2593.618896
	Iteration 63F: 3 clusters Score -346937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -6984.396973 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -6984.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6465.133301 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6465.133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6553.785156 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6553.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6567.496582 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -6567.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6567.496582 Penalty: 1493.413940
	Iteration 3F: 3 clusters Score -6567.497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Entering Unmasked Estep 
Score: -4222814.500000 Penalty: 1697.934937
	Iteration 0F: 2 clusters Score -4222814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4199692.500000 Penalty: 3395.869873
	Iteration 0F: 3 clusters Score -4199692 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4208619.500000 Penalty: 3395.869873
	Iteration 1F: 3 clusters Score -4208620 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4209088.000000 Penalty: 3395.869873
	Iteration 2Q: 3 clusters Score -4209088 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4209527.000000 Penalty: 3395.869873
	Iteration 3Q: 3 clusters Score -4209527 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4210126.000000 Penalty: 3395.869873
	Iteration 4Q: 3 clusters Score -4210126 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4210937.000000 Penalty: 3395.869873
	Iteration 5Q: 3 clusters Score -4210937 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4212097.000000 Penalty: 3395.869873
	Iteration 6F: 3 clusters Score -4212097 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4213724.000000 Penalty: 3395.869873
	Iteration 7F: 3 clusters Score -4213724 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4215739.000000 Penalty: 3395.869873
	Iteration 8F: 3 clusters Score -4215739 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4217933.500000 Penalty: 3395.869873
	Iteration 9F: 3 clusters Score -4217934 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4219586.000000 Penalty: 3395.869873
	Iteration 10F: 3 clusters Score -4219586 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4220563.500000 Penalty: 3395.869873
	Iteration 11Q: 3 clusters Score -4220564 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4220991.500000 Penalty: 3395.869873
	Iteration 12Q: 3 clusters Score -4220992 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4221160.000000 Penalty: 3395.869873
	Iteration 13Q: 3 clusters Score -4221160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4221227.000000 Penalty: 3395.869873
	Iteration 14Q: 3 clusters Score -4221227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4221271.000000 Penalty: 3395.869873
	Iteration 15Q: 3 clusters Score -4221271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4221300.000000 Penalty: 3395.869873
	Iteration 16Q: 3 clusters Score -4221300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4221316.000000 Penalty: 3395.869873
	Iteration 17Q: 3 clusters Score -4221316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4221327.500000 Penalty: 3395.869873
	Iteration 18Q: 3 clusters Score -4221328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4221343.500000 Penalty: 3395.869873
	Iteration 19Q: 3 clusters Score -4221344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4221356.500000 Penalty: 3395.869873
	Iteration 20F: 3 clusters Score -4221356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4221363.000000 Penalty: 3395.869873
	Iteration 21Q: 3 clusters Score -4221363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4221363.500000 Penalty: 3395.869873
	Iteration 22Q: 3 clusters Score -4221364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4221366.000000 Penalty: 3395.869873
	Iteration 23Q: 3 clusters Score -4221366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4221369.500000 Penalty: 3395.869873
	Iteration 24Q: 3 clusters Score -4221370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4221368.500000 Penalty: 3395.869873
	Iteration 25Q: 3 clusters Score -4221368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4221371.000000 Penalty: 3395.869873
	Iteration 26Q: 3 clusters Score -4221371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4221376.000000 Penalty: 3395.869873
	Iteration 27Q: 3 clusters Score -4221376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4221374.000000 Penalty: 3395.869873
	Iteration 28Q: 3 clusters Score -4221374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4221377.000000 Penalty: 3395.869873
	Iteration 29Q: 3 clusters Score -4221377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4221377.000000 Penalty: 3395.869873
	Iteration 30F: 3 clusters Score -4221377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Entering Unmasked Estep 
Score: -3013826.750000 Penalty: 1637.310791
	Iteration 0F: 2 clusters Score -3013827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2997778.500000 Penalty: 3274.621582
	Iteration 0F: 3 clusters Score -2997778 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3003728.500000 Penalty: 3274.621582
	Iteration 1F: 3 clusters Score -3003728 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3004130.750000 Penalty: 3274.621582
	Iteration 2Q: 3 clusters Score -3004131 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3004522.750000 Penalty: 3274.621582
	Iteration 3Q: 3 clusters Score -3004523 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3004954.250000 Penalty: 3274.621582
	Iteration 4Q: 3 clusters Score -3004954 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3005449.250000 Penalty: 3274.621582
	Iteration 5Q: 3 clusters Score -3005449 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3005973.500000 Penalty: 3274.621582
	Iteration 6Q: 3 clusters Score -3005974 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3006414.500000 Penalty: 3274.621582
	Iteration 7Q: 3 clusters Score -3006414 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3006778.750000 Penalty: 3274.621582
	Iteration 8Q: 3 clusters Score -3006779 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3007058.500000 Penalty: 3274.621582
	Iteration 9Q: 3 clusters Score -3007058 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3007294.000000 Penalty: 3274.621582
	Iteration 10Q: 3 clusters Score -3007294 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3007467.750000 Penalty: 3274.621582
	Iteration 11Q: 3 clusters Score -3007468 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3007614.500000 Penalty: 3274.621582
	Iteration 12Q: 3 clusters Score -3007614 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3007731.500000 Penalty: 3274.621582
	Iteration 13Q: 3 clusters Score -3007732 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3007849.000000 Penalty: 3274.621582
	Iteration 14Q: 3 clusters Score -3007849 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3007926.500000 Penalty: 3274.621582
	Iteration 15Q: 3 clusters Score -3007926 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3008011.500000 Penalty: 3274.621582
	Iteration 16Q: 3 clusters Score -3008012 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3008092.250000 Penalty: 3274.621582
	Iteration 17Q: 3 clusters Score -3008092 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3008161.500000 Penalty: 3274.621582
	Iteration 18Q: 3 clusters Score -3008162 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3008254.250000 Penalty: 3274.621582
	Iteration 19Q: 3 clusters Score -3008254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3008374.500000 Penalty: 3274.621582
	Iteration 20F: 3 clusters Score -3008374 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3008523.750000 Penalty: 3274.621582
	Iteration 21Q: 3 clusters Score -3008524 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3008708.750000 Penalty: 3274.621582
	Iteration 22Q: 3 clusters Score -3008709 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3008932.750000 Penalty: 3274.621582
	Iteration 23Q: 3 clusters Score -3008933 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3009212.000000 Penalty: 3274.621582
	Iteration 24Q: 3 clusters Score -3009212 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3009536.250000 Penalty: 3274.621582
	Iteration 25Q: 3 clusters Score -3009536 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3009895.250000 Penalty: 3274.621582
	Iteration 26Q: 3 clusters Score -3009895 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3010339.250000 Penalty: 3274.621582
	Iteration 27Q: 3 clusters Score -3010339 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3010741.500000 Penalty: 3274.621582
	Iteration 28Q: 3 clusters Score -3010742 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3011115.000000 Penalty: 3274.621582
	Iteration 29Q: 3 clusters Score -3011115 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3011429.500000 Penalty: 3274.621582
	Iteration 30Q: 3 clusters Score -3011430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3011706.250000 Penalty: 3274.621582
	Iteration 31Q: 3 clusters Score -3011706 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3011904.250000 Penalty: 3274.621582
	Iteration 32Q: 3 clusters Score -3011904 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3012047.000000 Penalty: 3274.621582
	Iteration 33Q: 3 clusters Score -3012047 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3012128.250000 Penalty: 3274.621582
	Iteration 34Q: 3 clusters Score -3012128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3012190.250000 Penalty: 3274.621582
	Iteration 35Q: 3 clusters Score -3012190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3012249.250000 Penalty: 3274.621582
	Iteration 36Q: 3 clusters Score -3012249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3012291.250000 Penalty: 3274.621582
	Iteration 37Q: 3 clusters Score -3012291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3012315.500000 Penalty: 3274.621582
	Iteration 38Q: 3 clusters Score -3012316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3012345.000000 Penalty: 3274.621582
	Iteration 39Q: 3 clusters Score -3012345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3012363.750000 Penalty: 3274.621582
	Iteration 40F: 3 clusters Score -3012364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3012377.250000 Penalty: 3274.621582
	Iteration 41Q: 3 clusters Score -3012377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3012394.750000 Penalty: 3274.621582
	Iteration 42Q: 3 clusters Score -3012395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3012399.000000 Penalty: 3274.621582
	Iteration 43Q: 3 clusters Score -3012399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3012409.500000 Penalty: 3274.621582
	Iteration 44Q: 3 clusters Score -3012410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3012422.500000 Penalty: 3274.621582
	Iteration 45Q: 3 clusters Score -3012422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3012436.500000 Penalty: 3274.621582
	Iteration 46Q: 3 clusters Score -3012436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3012450.250000 Penalty: 3274.621582
	Iteration 47Q: 3 clusters Score -3012450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3012462.000000 Penalty: 3274.621582
	Iteration 48Q: 3 clusters Score -3012462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3012466.500000 Penalty: 3274.621582
	Iteration 49Q: 3 clusters Score -3012466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3012472.000000 Penalty: 3274.621582
	Iteration 50Q: 3 clusters Score -3012472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3012472.250000 Penalty: 3274.621582
	Iteration 51Q: 3 clusters Score -3012472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3012479.500000 Penalty: 3274.621582
	Iteration 52Q: 3 clusters Score -3012480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3012476.250000 Penalty: 3274.621582
	Iteration 53Q: 3 clusters Score -3012476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3012478.000000 Penalty: 3274.621582
	Iteration 54Q: 3 clusters Score -3012478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3012478.500000 Penalty: 3274.621582
	Iteration 55Q: 3 clusters Score -3012478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3012480.000000 Penalty: 3274.621582
	Iteration 56Q: 3 clusters Score -3012480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3012480.000000 Penalty: 3274.621582
	Iteration 57F: 3 clusters Score -3012480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -115826.320312 Penalty: 1108.607056
	Iteration 0F: 2 clusters Score -115826.3 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 456 members 
Entering Unmasked Estep 
Score: -114469.843750 Penalty: 2217.214111
	Iteration 0F: 3 clusters Score -114469.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114716.828125 Penalty: 2217.214111
	Iteration 1F: 3 clusters Score -114716.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114777.757812 Penalty: 2217.214111
	Iteration 2F: 3 clusters Score -114777.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114809.476562 Penalty: 2217.214111
	Iteration 3Q: 3 clusters Score -114809.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114824.843750 Penalty: 2217.214111
	Iteration 4Q: 3 clusters Score -114824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114842.992188 Penalty: 2217.214111
	Iteration 5Q: 3 clusters Score -114843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114853.210938 Penalty: 2217.214111
	Iteration 6Q: 3 clusters Score -114853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114858.585938 Penalty: 2217.214111
	Iteration 7Q: 3 clusters Score -114858.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114865.453125 Penalty: 2217.214111
	Iteration 8Q: 3 clusters Score -114865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114867.695312 Penalty: 2217.214111
	Iteration 9Q: 3 clusters Score -114867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114872.039062 Penalty: 2217.214111
	Iteration 10Q: 3 clusters Score -114872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114872.039062 Penalty: 2217.214111
	Iteration 11F: 3 clusters Score -114872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Entering Unmasked Estep 
Score: -4151201.500000 Penalty: 1688.601318
	Iteration 0F: 2 clusters Score -4151202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4129274.000000 Penalty: 3377.202637
	Iteration 0F: 3 clusters Score -4129274 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4137505.250000 Penalty: 3377.202637
	Iteration 1F: 3 clusters Score -4137505 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4137834.250000 Penalty: 3377.202637
	Iteration 2Q: 3 clusters Score -4137834 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4138105.750000 Penalty: 3377.202637
	Iteration 3Q: 3 clusters Score -4138106 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4138415.750000 Penalty: 3377.202637
	Iteration 4Q: 3 clusters Score -4138416 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4138766.750000 Penalty: 3377.202637
	Iteration 5Q: 3 clusters Score -4138767 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4139275.500000 Penalty: 3377.202637
	Iteration 6Q: 3 clusters Score -4139276 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4139969.750000 Penalty: 3377.202637
	Iteration 7Q: 3 clusters Score -4139970 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4141100.000000 Penalty: 3377.202637
	Iteration 8F: 3 clusters Score -4141100 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4142756.250000 Penalty: 3377.202637
	Iteration 9F: 3 clusters Score -4142756 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4144860.750000 Penalty: 3377.202637
	Iteration 10F: 3 clusters Score -4144861 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4147010.250000 Penalty: 3377.202637
	Iteration 11F: 3 clusters Score -4147010 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4148462.250000 Penalty: 3377.202637
	Iteration 12Q: 3 clusters Score -4148462 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4149159.500000 Penalty: 3377.202637
	Iteration 13Q: 3 clusters Score -4149160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4149460.500000 Penalty: 3377.202637
	Iteration 14Q: 3 clusters Score -4149460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4149585.000000 Penalty: 3377.202637
	Iteration 15Q: 3 clusters Score -4149585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4149631.250000 Penalty: 3377.202637
	Iteration 16Q: 3 clusters Score -4149631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4149653.250000 Penalty: 3377.202637
	Iteration 17Q: 3 clusters Score -4149653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4149669.000000 Penalty: 3377.202637
	Iteration 18Q: 3 clusters Score -4149669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4149686.250000 Penalty: 3377.202637
	Iteration 19Q: 3 clusters Score -4149686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4149690.500000 Penalty: 3377.202637
	Iteration 20F: 3 clusters Score -4149690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4149692.500000 Penalty: 3377.202637
	Iteration 21Q: 3 clusters Score -4149692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4149689.500000 Penalty: 3377.202637
	Iteration 22Q: 3 clusters Score -4149690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4149695.000000 Penalty: 3377.202637
	Iteration 23Q: 3 clusters Score -4149695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4149695.750000 Penalty: 3377.202637
	Iteration 24Q: 3 clusters Score -4149696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4149700.500000 Penalty: 3377.202637
	Iteration 25Q: 3 clusters Score -4149700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4149702.750000 Penalty: 3377.202637
	Iteration 26Q: 3 clusters Score -4149703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4149703.750000 Penalty: 3377.202637
	Iteration 27Q: 3 clusters Score -4149704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4149707.500000 Penalty: 3377.202637
	Iteration 28Q: 3 clusters Score -4149708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4149712.250000 Penalty: 3377.202637
	Iteration 29Q: 3 clusters Score -4149712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4149722.000000 Penalty: 3377.202637
	Iteration 30Q: 3 clusters Score -4149722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4149723.500000 Penalty: 3377.202637
	Iteration 31Q: 3 clusters Score -4149724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4149723.500000 Penalty: 3377.202637
	Iteration 32F: 3 clusters Score -4149724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -26576.533203 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -26576.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25855.974609 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -25855.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26024.880859 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -26024.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26179.871094 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -26179.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26274.802734 Penalty: 1820.688721
	Iteration 3F: 3 clusters Score -26274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -26290.703125 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -26290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26318.107422 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -26318.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26323.533203 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -26323.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -26327.958984 Penalty: 1820.688721
	Iteration 7Q: 3 clusters Score -26327.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -26330.417969 Penalty: 1820.688721
	Iteration 8Q: 3 clusters Score -26330.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -26330.417969 Penalty: 1820.688721
	Iteration 9F: 3 clusters Score -26330.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Entering Unmasked Estep 
Score: -8981296.000000 Penalty: 1813.164429
	Iteration 0F: 2 clusters Score -8981296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8935448.000000 Penalty: 3626.328857
	Iteration 0F: 3 clusters Score -8935448 nChanged 33191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -8954364.000000 Penalty: 3626.328857
	Iteration 1F: 3 clusters Score -8954364 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8954976.000000 Penalty: 3626.328857
	Iteration 2Q: 3 clusters Score -8954976 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -8955831.000000 Penalty: 3626.328857
	Iteration 3Q: 3 clusters Score -8955831 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -8957297.000000 Penalty: 3626.328857
	Iteration 4Q: 3 clusters Score -8957297 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8959805.000000 Penalty: 3626.328857
	Iteration 5F: 3 clusters Score -8959805 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8963935.000000 Penalty: 3626.328857
	Iteration 6F: 3 clusters Score -8963935 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -8969478.000000 Penalty: 3626.328857
	Iteration 7F: 3 clusters Score -8969478 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -8974446.000000 Penalty: 3626.328857
	Iteration 8F: 3 clusters Score -8974446 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8977503.000000 Penalty: 3626.328857
	Iteration 9Q: 3 clusters Score -8977503 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8978826.000000 Penalty: 3626.328857
	Iteration 10Q: 3 clusters Score -8978826 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8979365.000000 Penalty: 3626.328857
	Iteration 11Q: 3 clusters Score -8979365 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8979558.000000 Penalty: 3626.328857
	Iteration 12Q: 3 clusters Score -8979558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8979651.000000 Penalty: 3626.328857
	Iteration 13Q: 3 clusters Score -8979651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8979691.000000 Penalty: 3626.328857
	Iteration 14Q: 3 clusters Score -8979691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8979725.000000 Penalty: 3626.328857
	Iteration 15Q: 3 clusters Score -8979725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8979746.000000 Penalty: 3626.328857
	Iteration 16Q: 3 clusters Score -8979746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8979759.000000 Penalty: 3626.328857
	Iteration 17Q: 3 clusters Score -8979759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8979761.000000 Penalty: 3626.328857
	Iteration 18Q: 3 clusters Score -8979761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8979778.000000 Penalty: 3626.328857
	Iteration 19Q: 3 clusters Score -8979778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8979772.000000 Penalty: 3626.328857
	Iteration 20F: 3 clusters Score -8979772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -202158.015625 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -202158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -200263.171875 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -200263.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -200640.625000 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -200640.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -200766.515625 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -200766.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -200850.890625 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -200850.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -200931.171875 Penalty: 2426.151855
	Iteration 4Q: 3 clusters Score -200931.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -201047.687500 Penalty: 2426.151855
	Iteration 5F: 3 clusters Score -201047.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -201150.671875 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -201150.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -201212.078125 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -201212.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201247.406250 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -201247.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -201275.421875 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -201275.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -201290.328125 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -201290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -201299.312500 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -201299.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201310.312500 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -201310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201315.109375 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -201315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201317.500000 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -201317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201321.062500 Penalty: 2426.151855
	Iteration 15Q: 3 clusters Score -201321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201323.531250 Penalty: 2426.151855
	Iteration 16Q: 3 clusters Score -201323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -201324.984375 Penalty: 2426.151855
	Iteration 17Q: 3 clusters Score -201325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -201326.968750 Penalty: 2426.151855
	Iteration 18Q: 3 clusters Score -201327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201330.796875 Penalty: 2426.151855
	Iteration 19Q: 3 clusters Score -201330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201333.250000 Penalty: 2426.151855
	Iteration 20F: 3 clusters Score -201333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201335.234375 Penalty: 2426.151855
	Iteration 21Q: 3 clusters Score -201335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201336.375000 Penalty: 2426.151855
	Iteration 22Q: 3 clusters Score -201336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201337.375000 Penalty: 2426.151855
	Iteration 23Q: 3 clusters Score -201337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -201338.000000 Penalty: 2426.151855
	Iteration 24Q: 3 clusters Score -201338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -201338.531250 Penalty: 2426.151855
	Iteration 25Q: 3 clusters Score -201338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201339.468750 Penalty: 2426.151855
	Iteration 26Q: 3 clusters Score -201339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201340.171875 Penalty: 2426.151855
	Iteration 27Q: 3 clusters Score -201340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -201340.281250 Penalty: 2426.151855
	Iteration 28Q: 3 clusters Score -201340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -201340.390625 Penalty: 2426.151855
	Iteration 29Q: 3 clusters Score -201340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -201341.000000 Penalty: 2426.151855
	Iteration 30Q: 3 clusters Score -201341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -201341.000000 Penalty: 2426.151855
	Iteration 31F: 3 clusters Score -201341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Entering Unmasked Estep 
Score: -11821932.000000 Penalty: 1858.084961
	Iteration 0F: 2 clusters Score -1.182193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -11762897.000000 Penalty: 3716.169922
	Iteration 0F: 3 clusters Score -1.17629e+07 nChanged 44401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -11788872.000000 Penalty: 3716.169922
	Iteration 1F: 3 clusters Score -1.178887e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -11789639.000000 Penalty: 3716.169922
	Iteration 2Q: 3 clusters Score -1.178964e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -11790755.000000 Penalty: 3716.169922
	Iteration 3Q: 3 clusters Score -1.179076e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11792643.000000 Penalty: 3716.169922
	Iteration 4Q: 3 clusters Score -1.179264e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -11795896.000000 Penalty: 3716.169922
	Iteration 5F: 3 clusters Score -1.17959e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -11801176.000000 Penalty: 3716.169922
	Iteration 6F: 3 clusters Score -1.180118e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -11807774.000000 Penalty: 3716.169922
	Iteration 7F: 3 clusters Score -1.180777e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -11813892.000000 Penalty: 3716.169922
	Iteration 8F: 3 clusters Score -1.181389e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -11817709.000000 Penalty: 3716.169922
	Iteration 9Q: 3 clusters Score -1.181771e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -11819278.000000 Penalty: 3716.169922
	Iteration 10Q: 3 clusters Score -1.181928e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11819893.000000 Penalty: 3716.169922
	Iteration 11Q: 3 clusters Score -1.181989e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -11820100.000000 Penalty: 3716.169922
	Iteration 12Q: 3 clusters Score -1.18201e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -11820155.000000 Penalty: 3716.169922
	Iteration 13Q: 3 clusters Score -1.182016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -11820196.000000 Penalty: 3716.169922
	Iteration 14Q: 3 clusters Score -1.18202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -11820208.000000 Penalty: 3716.169922
	Iteration 15Q: 3 clusters Score -1.182021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11820225.000000 Penalty: 3716.169922
	Iteration 16Q: 3 clusters Score -1.182022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -11820234.000000 Penalty: 3716.169922
	Iteration 17Q: 3 clusters Score -1.182023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -11820237.000000 Penalty: 3716.169922
	Iteration 18Q: 3 clusters Score -1.182024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11820238.000000 Penalty: 3716.169922
	Iteration 19Q: 3 clusters Score -1.182024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11820241.000000 Penalty: 3716.169922
	Iteration 20F: 3 clusters Score -1.182024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -11820247.000000 Penalty: 3716.169922
	Iteration 21Q: 3 clusters Score -1.182025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11820247.000000 Penalty: 3716.169922
	Iteration 22Q: 3 clusters Score -1.182025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11820247.000000 Penalty: 3716.169922
	Iteration 23F: 3 clusters Score -1.182025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Entering Unmasked Estep 
Score: -8323596.500000 Penalty: 1800.743164
	Iteration 0F: 2 clusters Score -8323596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -8280756.500000 Penalty: 3601.486328
	Iteration 0F: 3 clusters Score -8280756 nChanged 30733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -8298489.500000 Penalty: 3601.486328
	Iteration 1F: 3 clusters Score -8298490 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8299294.000000 Penalty: 3601.486328
	Iteration 2Q: 3 clusters Score -8299294 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -8300638.500000 Penalty: 3601.486328
	Iteration 3Q: 3 clusters Score -8300638 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -8303140.500000 Penalty: 3601.486328
	Iteration 4F: 3 clusters Score -8303140 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -8306986.500000 Penalty: 3601.486328
	Iteration 5F: 3 clusters Score -8306986 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -8311811.500000 Penalty: 3601.486328
	Iteration 6F: 3 clusters Score -8311812 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -8316118.500000 Penalty: 3601.486328
	Iteration 7F: 3 clusters Score -8316118 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -8318752.500000 Penalty: 3601.486328
	Iteration 8Q: 3 clusters Score -8318752 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -8320106.500000 Penalty: 3601.486328
	Iteration 9Q: 3 clusters Score -8320106 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -8320796.000000 Penalty: 3601.486328
	Iteration 10Q: 3 clusters Score -8320796 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -8321212.500000 Penalty: 3601.486328
	Iteration 11Q: 3 clusters Score -8321212 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -8321424.000000 Penalty: 3601.486328
	Iteration 12Q: 3 clusters Score -8321424 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -8321635.000000 Penalty: 3601.486328
	Iteration 13Q: 3 clusters Score -8321635 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -8321786.000000 Penalty: 3601.486328
	Iteration 14Q: 3 clusters Score -8321786 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -8321888.500000 Penalty: 3601.486328
	Iteration 15Q: 3 clusters Score -8321888 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -8321961.500000 Penalty: 3601.486328
	Iteration 16Q: 3 clusters Score -8321962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -8322019.000000 Penalty: 3601.486328
	Iteration 17Q: 3 clusters Score -8322019 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -8322067.000000 Penalty: 3601.486328
	Iteration 18Q: 3 clusters Score -8322067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -8322101.000000 Penalty: 3601.486328
	Iteration 19Q: 3 clusters Score -8322101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -8322110.500000 Penalty: 3601.486328
	Iteration 20F: 3 clusters Score -8322110 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -8322135.000000 Penalty: 3601.486328
	Iteration 21Q: 3 clusters Score -8322135 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -8322154.500000 Penalty: 3601.486328
	Iteration 22Q: 3 clusters Score -8322154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -8322151.000000 Penalty: 3601.486328
	Iteration 23Q: 3 clusters Score -8322151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8322163.500000 Penalty: 3601.486328
	Iteration 24Q: 3 clusters Score -8322164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -8322174.500000 Penalty: 3601.486328
	Iteration 25Q: 3 clusters Score -8322174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -8322184.500000 Penalty: 3601.486328
	Iteration 26Q: 3 clusters Score -8322184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -8322196.000000 Penalty: 3601.486328
	Iteration 27Q: 3 clusters Score -8322196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -8322215.000000 Penalty: 3601.486328
	Iteration 28Q: 3 clusters Score -8322215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -8322216.000000 Penalty: 3601.486328
	Iteration 29Q: 3 clusters Score -8322216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -8322210.000000 Penalty: 3601.486328
	Iteration 30Q: 3 clusters Score -8322210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8322205.000000 Penalty: 3601.486328
	Iteration 31Q: 3 clusters Score -8322205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -8322210.000000 Penalty: 3601.486328
	Iteration 32Q: 3 clusters Score -8322210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -8322211.000000 Penalty: 3601.486328
	Iteration 33Q: 3 clusters Score -8322211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -8322207.500000 Penalty: 3601.486328
	Iteration 34Q: 3 clusters Score -8322208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -8322212.500000 Penalty: 3601.486328
	Iteration 35Q: 3 clusters Score -8322212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -8322224.000000 Penalty: 3601.486328
	Iteration 36Q: 3 clusters Score -8322224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -8322228.000000 Penalty: 3601.486328
	Iteration 37Q: 3 clusters Score -8322228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8322217.000000 Penalty: 3601.486328
	Iteration 38Q: 3 clusters Score -8322217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -8322231.500000 Penalty: 3601.486328
	Iteration 39Q: 3 clusters Score -8322232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8322232.500000 Penalty: 3601.486328
	Iteration 40F: 3 clusters Score -8322232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -8322238.000000 Penalty: 3601.486328
	Iteration 41Q: 3 clusters Score -8322238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -8322227.500000 Penalty: 3601.486328
	Iteration 42Q: 3 clusters Score -8322228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -8322228.000000 Penalty: 3601.486328
	Iteration 43Q: 3 clusters Score -8322228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -8322231.000000 Penalty: 3601.486328
	Iteration 44Q: 3 clusters Score -8322231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -8322239.000000 Penalty: 3601.486328
	Iteration 45Q: 3 clusters Score -8322239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -8322225.500000 Penalty: 3601.486328
	Iteration 46Q: 3 clusters Score -8322226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -8322229.500000 Penalty: 3601.486328
	Iteration 47Q: 3 clusters Score -8322230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -8322231.000000 Penalty: 3601.486328
	Iteration 48Q: 3 clusters Score -8322231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -8322233.500000 Penalty: 3601.486328
	Iteration 49Q: 3 clusters Score -8322234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -8322230.500000 Penalty: 3601.486328
	Iteration 50Q: 3 clusters Score -8322230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -8322237.000000 Penalty: 3601.486328
	Iteration 51Q: 3 clusters Score -8322237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -8322236.000000 Penalty: 3601.486328
	Iteration 52Q: 3 clusters Score -8322236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -8322236.000000 Penalty: 3601.486328
	Iteration 53Q: 3 clusters Score -8322236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -8322239.500000 Penalty: 3601.486328
	Iteration 54Q: 3 clusters Score -8322240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -8322242.500000 Penalty: 3601.486328
	Iteration 55Q: 3 clusters Score -8322242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -8322242.500000 Penalty: 3601.486328
	Iteration 56Q: 3 clusters Score -8322242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -8322254.000000 Penalty: 3601.486328
	Iteration 57Q: 3 clusters Score -8322254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -8322251.500000 Penalty: 3601.486328
	Iteration 58Q: 3 clusters Score -8322252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -8322251.500000 Penalty: 3601.486328
	Iteration 59Q: 3 clusters Score -8322252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -8322257.000000 Penalty: 3601.486328
	Iteration 60F: 3 clusters Score -8322257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -14509.508789 Penalty: 819.556580
	Iteration 0F: 2 clusters Score -14509.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14034.001953 Penalty: 1639.113159
	Iteration 0F: 3 clusters Score -14034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14121.762695 Penalty: 1639.113159
	Iteration 1F: 3 clusters Score -14121.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14164.343750 Penalty: 1639.113159
	Iteration 2F: 3 clusters Score -14164.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14203.675781 Penalty: 1639.113159
	Iteration 3Q: 3 clusters Score -14203.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14218.057617 Penalty: 1639.113159
	Iteration 4Q: 3 clusters Score -14218.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14224.758789 Penalty: 1639.113159
	Iteration 5Q: 3 clusters Score -14224.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14237.387695 Penalty: 1639.113159
	Iteration 6Q: 3 clusters Score -14237.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14237.387695 Penalty: 1639.113159
	Iteration 7F: 3 clusters Score -14237.39 nChanged 0
23->21 Clusters: Score -61636764.000000, best is -61632812.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21204 members 
Mstep: Class 3 contains 21540 members 
Mstep: Class 4 contains 21534 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 21527 members 
Mstep: Class 7 contains 21406 members 
Mstep: Class 8 contains 21133 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 21499 members 
Mstep: Class 13 contains 21267 members 
Mstep: Class 14 contains 21581 members 
Mstep: Class 15 contains 21486 members 
Mstep: Class 16 contains 21600 members 
Mstep: Class 17 contains 21401 members 
Mstep: Class 18 contains 21553 members 
Mstep: Class 19 contains 21490 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 21318 members 
Mstep: Class 22 contains 21626 members 
Mstep: Class 23 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 961.454895 but Gain 2130.351562
Score: -59706712.000000 Penalty: 46867.769531
Iteration 0F: 23 clusters Score -5.970671e+07 nChanged 472276
Entering Unmasked Mstep 
Mstep: Class 0 contains 642 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 4 contains 264713 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 26673 members 
Mstep: Class 12 contains 65218 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 1166 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 27643 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 19914 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 872.719360 but Gain 2130.355469
Score: -61010752.000000 Penalty: 44737.414062
Iteration 1F: 22 clusters Score -6.101075e+07 nChanged 129045
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 274803 members 
Mstep: Class 5 contains 20163 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 19802 members 
Mstep: Class 12 contains 86294 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 20668 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 15982 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1520.745483 but Gain 2130.351562
Score: -61141040.000000 Penalty: 42607.062500
Iteration 2F: 21 clusters Score -6.114104e+07 nChanged 87387
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 16212 members 
Mstep: Class 4 contains 243355 members 
Mstep: Class 5 contains 23464 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 22798 members 
Mstep: Class 12 contains 120654 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 14773 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 4032 members 
Mstep: Class 21 contains 13440 members 
Mstep: Class 22 contains 3107 members 
Mstep: Class 23 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1379.407104 but Gain 2130.355469
Score: -61268356.000000 Penalty: 40476.707031
Iteration 3F: 20 clusters Score -6.126836e+07 nChanged 81741
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 21954 members 
Mstep: Class 4 contains 204747 members 
Mstep: Class 5 contains 26531 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 26074 members 
Mstep: Class 12 contains 153716 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 17 contains 9434 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 10603 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 13772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1044.324463 but Gain 2130.351562
Score: -61292728.000000 Penalty: 38346.355469
Iteration 4F: 19 clusters Score -6.129273e+07 nChanged 69293
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 29670 members 
Mstep: Class 4 contains 181263 members 
Mstep: Class 5 contains 29153 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 31118 members 
Mstep: Class 12 contains 159233 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4589 members 
Mstep: Class 21 contains 8641 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 18274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61351784.000000 Penalty: 38346.355469
Iteration 5F: 19 clusters Score -6.135178e+07 nChanged 47489
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 36464 members 
Mstep: Class 4 contains 170419 members 
Mstep: Class 5 contains 30798 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 14156 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 36035 members 
Mstep: Class 12 contains 152278 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 4651 members 
Mstep: Class 21 contains 7007 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 22315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61399360.000000 Penalty: 38346.355469
Iteration 6F: 19 clusters Score -6.139936e+07 nChanged 36859
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 42274 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 31831 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 17971 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40467 members 
Mstep: Class 12 contains 145070 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 5350 members 
Mstep: Class 22 contains 1819 members 
Mstep: Class 23 contains 26015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61438524.000000 Penalty: 38346.355469
Iteration 7F: 19 clusters Score -6.143852e+07 nChanged 31299
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 47249 members 
Mstep: Class 4 contains 154852 members 
Mstep: Class 5 contains 32363 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 21368 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 44442 members 
Mstep: Class 12 contains 137707 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 17 contains 2386 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 29442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61469000.000000 Penalty: 38346.355469
Iteration 8F: 19 clusters Score -6.1469e+07 nChanged 26290
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 51443 members 
Mstep: Class 4 contains 149621 members 
Mstep: Class 5 contains 32444 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 24405 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 47736 members 
Mstep: Class 12 contains 130840 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 32263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2064.717773 but Gain 2130.351562
Score: -61491952.000000 Penalty: 36216.003906
Iteration 9F: 18 clusters Score -6.149195e+07 nChanged 22988
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 55100 members 
Mstep: Class 4 contains 146084 members 
Mstep: Class 5 contains 32329 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 27082 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 50360 members 
Mstep: Class 12 contains 125014 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 5397 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 34548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61510820.000000 Penalty: 36216.003906
Iteration 10Q: 18 clusters Score -6.151082e+07 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 57952 members 
Mstep: Class 4 contains 143239 members 
Mstep: Class 5 contains 31842 members 
Mstep: Class 6 contains 2851 members 
Mstep: Class 7 contains 29307 members 
Mstep: Class 8 contains 1667 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 51772 members 
Mstep: Class 12 contains 120212 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 5552 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 36391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1934.732666 but Gain 2130.355469
Score: -61523096.000000 Penalty: 34085.648438
Iteration 11Q: 17 clusters Score -6.15231e+07 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 60185 members 
Mstep: Class 4 contains 140746 members 
Mstep: Class 5 contains 31459 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 31284 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 52852 members 
Mstep: Class 12 contains 117277 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 38259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61534600.000000 Penalty: 34085.648438
Iteration 12Q: 17 clusters Score -6.15346e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4580 members 
Mstep: Class 3 contains 61913 members 
Mstep: Class 4 contains 138255 members 
Mstep: Class 5 contains 30968 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 32977 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 52892 members 
Mstep: Class 12 contains 115825 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 39332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61541508.000000 Penalty: 34085.648438
Iteration 13Q: 17 clusters Score -6.154151e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4595 members 
Mstep: Class 3 contains 63299 members 
Mstep: Class 4 contains 135951 members 
Mstep: Class 5 contains 30465 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 34402 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 52542 members 
Mstep: Class 12 contains 115504 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 22 contains 1813 members 
Mstep: Class 23 contains 40204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61546852.000000 Penalty: 34085.648438
Iteration 14Q: 17 clusters Score -6.154685e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 64417 members 
Mstep: Class 4 contains 133757 members 
Mstep: Class 5 contains 30067 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 35660 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 51887 members 
Mstep: Class 12 contains 115968 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 40836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61551608.000000 Penalty: 34085.648438
Iteration 15Q: 17 clusters Score -6.155161e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 65358 members 
Mstep: Class 4 contains 131913 members 
Mstep: Class 5 contains 29692 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 36772 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 51171 members 
Mstep: Class 12 contains 116539 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 22 contains 1625 members 
Mstep: Class 23 contains 41368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61555080.000000 Penalty: 34085.648438
Iteration 16Q: 17 clusters Score -6.155508e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 66220 members 
Mstep: Class 4 contains 130420 members 
Mstep: Class 5 contains 29333 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 37743 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 50343 members 
Mstep: Class 12 contains 117210 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 22 contains 1518 members 
Mstep: Class 23 contains 41792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2069.479248 but Gain 2130.351562
Score: -61558388.000000 Penalty: 31955.296875
Iteration 17Q: 16 clusters Score -6.155839e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 66974 members 
Mstep: Class 4 contains 129487 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 38634 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 11 contains 49745 members 
Mstep: Class 12 contains 117936 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 42144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61561600.000000 Penalty: 31955.296875
Iteration 18Q: 16 clusters Score -6.15616e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 67628 members 
Mstep: Class 4 contains 128540 members 
Mstep: Class 5 contains 28660 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 39495 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 48819 members 
Mstep: Class 12 contains 118518 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 42417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61563332.000000 Penalty: 31955.296875
Iteration 19Q: 16 clusters Score -6.156333e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 68189 members 
Mstep: Class 4 contains 127889 members 
Mstep: Class 5 contains 28374 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 118894 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 22 contains 1233 members 
Mstep: Class 23 contains 42679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61564432.000000 Penalty: 31955.296875
Iteration 20F: 16 clusters Score -6.156443e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 68668 members 
Mstep: Class 4 contains 127441 members 
Mstep: Class 5 contains 28101 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 41036 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 47084 members 
Mstep: Class 12 contains 119113 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 42904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61564980.000000 Penalty: 31955.296875
Iteration 21Q: 16 clusters Score -6.156498e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 69089 members 
Mstep: Class 4 contains 127166 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 41738 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 46393 members 
Mstep: Class 12 contains 119149 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5478 members 
Mstep: Class 22 contains 1148 members 
Mstep: Class 23 contains 43107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61565324.000000 Penalty: 31955.296875
Iteration 22Q: 16 clusters Score -6.156532e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 69458 members 
Mstep: Class 4 contains 126912 members 
Mstep: Class 5 contains 27647 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 42428 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 45770 members 
Mstep: Class 12 contains 119145 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5417 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 43289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61565848.000000 Penalty: 31955.296875
Iteration 23Q: 16 clusters Score -6.156585e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 69721 members 
Mstep: Class 4 contains 126685 members 
Mstep: Class 5 contains 27482 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 43094 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 45242 members 
Mstep: Class 12 contains 119095 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 43460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61566488.000000 Penalty: 31955.296875
Iteration 24Q: 16 clusters Score -6.156649e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 69923 members 
Mstep: Class 4 contains 126443 members 
Mstep: Class 5 contains 27316 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 43722 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 44785 members 
Mstep: Class 12 contains 119065 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5305 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 43629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61566788.000000 Penalty: 31955.296875
Iteration 25Q: 16 clusters Score -6.156679e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 70116 members 
Mstep: Class 4 contains 126216 members 
Mstep: Class 5 contains 27142 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 44298 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 44368 members 
Mstep: Class 12 contains 119082 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 43770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61567160.000000 Penalty: 31955.296875
Iteration 26Q: 16 clusters Score -6.156716e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 70300 members 
Mstep: Class 4 contains 126048 members 
Mstep: Class 5 contains 27002 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 44921 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 118987 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5230 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 43880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61567520.000000 Penalty: 31955.296875
Iteration 27Q: 16 clusters Score -6.156752e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 70405 members 
Mstep: Class 4 contains 125857 members 
Mstep: Class 5 contains 26842 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 45565 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 43592 members 
Mstep: Class 12 contains 118905 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5200 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 43984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61567884.000000 Penalty: 31955.296875
Iteration 28Q: 16 clusters Score -6.156788e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 70494 members 
Mstep: Class 4 contains 125669 members 
Mstep: Class 5 contains 26678 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 46218 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 43279 members 
Mstep: Class 12 contains 118790 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 44092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61568392.000000 Penalty: 31955.296875
Iteration 29Q: 16 clusters Score -6.156839e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 70585 members 
Mstep: Class 4 contains 125497 members 
Mstep: Class 5 contains 26525 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 46867 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42992 members 
Mstep: Class 12 contains 118639 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5159 members 
Mstep: Class 22 contains 1043 members 
Mstep: Class 23 contains 44159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61568760.000000 Penalty: 31955.296875
Iteration 30Q: 16 clusters Score -6.156876e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 70618 members 
Mstep: Class 4 contains 125316 members 
Mstep: Class 5 contains 26401 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 47501 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42762 members 
Mstep: Class 12 contains 118501 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 44239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61569096.000000 Penalty: 31955.296875
Iteration 31Q: 16 clusters Score -6.15691e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 70643 members 
Mstep: Class 4 contains 125129 members 
Mstep: Class 5 contains 26287 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 48080 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 12 contains 118377 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 44323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61569660.000000 Penalty: 31955.296875
Iteration 32Q: 16 clusters Score -6.156966e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4841 members 
Mstep: Class 3 contains 70644 members 
Mstep: Class 4 contains 124994 members 
Mstep: Class 5 contains 26180 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 48610 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42397 members 
Mstep: Class 12 contains 118240 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 22 contains 1044 members 
Mstep: Class 23 contains 44387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61569968.000000 Penalty: 31955.296875
Iteration 33Q: 16 clusters Score -6.156997e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4836 members 
Mstep: Class 3 contains 70621 members 
Mstep: Class 4 contains 124882 members 
Mstep: Class 5 contains 26078 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 49148 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42253 members 
Mstep: Class 12 contains 118117 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 22 contains 1046 members 
Mstep: Class 23 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570228.000000 Penalty: 31955.296875
Iteration 34Q: 16 clusters Score -6.157023e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 70592 members 
Mstep: Class 4 contains 124775 members 
Mstep: Class 5 contains 25988 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 49660 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 117978 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 44441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570412.000000 Penalty: 31955.296875
Iteration 35Q: 16 clusters Score -6.157041e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4831 members 
Mstep: Class 3 contains 70545 members 
Mstep: Class 4 contains 124685 members 
Mstep: Class 5 contains 25895 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 50195 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 42034 members 
Mstep: Class 12 contains 117811 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61570748.000000 Penalty: 31955.296875
Iteration 36Q: 16 clusters Score -6.157075e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70478 members 
Mstep: Class 4 contains 124545 members 
Mstep: Class 5 contains 25800 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 50754 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 41958 members 
Mstep: Class 12 contains 117698 members 
Mstep: Class 14 contains 415 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61571040.000000 Penalty: 31955.296875
Iteration 37Q: 16 clusters Score -6.157104e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4830 members 
Mstep: Class 3 contains 70416 members 
Mstep: Class 4 contains 124441 members 
Mstep: Class 5 contains 25712 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 51260 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 41884 members 
Mstep: Class 12 contains 117571 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61571404.000000 Penalty: 31955.296875
Iteration 38Q: 16 clusters Score -6.15714e+07 nChanged 975
Entering ConstructFrom: 
Score: -61571404.000000 Penalty: 31955.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -398094.968750 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -398095 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 1663 members 
Entering Unmasked Estep 
Score: -395162.187500 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -395162.2 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395894.062500 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -395894.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396106.656250 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -396106.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -396245.968750 Penalty: 2633.832275
	Iteration 3F: 3 clusters Score -396246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -396358.687500 Penalty: 2633.832275
	Iteration 4Q: 3 clusters Score -396358.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -396445.593750 Penalty: 2633.832275
	Iteration 5Q: 3 clusters Score -396445.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -396529.187500 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -396529.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396604.062500 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -396604.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -396681.750000 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -396681.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -396750.750000 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -396750.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -396810.500000 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -396810.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -396863.843750 Penalty: 2633.832275
	Iteration 11Q: 3 clusters Score -396863.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -396922.000000 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -396922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -396969.593750 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -396969.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -397005.343750 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -397005.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -397037.250000 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -397037.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -397064.031250 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -397064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -397086.437500 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -397086.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -397108.343750 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -397108.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -397122.375000 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -397122.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -397135.312500 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -397135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -397143.968750 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -397144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -397149.250000 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -397149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -397151.750000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -397151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -397154.312500 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -397154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -397156.000000 Penalty: 2633.832275
	Iteration 25Q: 3 clusters Score -397156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -397157.343750 Penalty: 2633.832275
	Iteration 26Q: 3 clusters Score -397157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -397157.906250 Penalty: 2633.832275
	Iteration 27Q: 3 clusters Score -397157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -397158.593750 Penalty: 2633.832275
	Iteration 28Q: 3 clusters Score -397158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397158.968750 Penalty: 2633.832275
	Iteration 29Q: 3 clusters Score -397159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397158.968750 Penalty: 2633.832275
	Iteration 30F: 3 clusters Score -397159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -608365.000000 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -608365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -604468.125000 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -604468.1 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -605513.062500 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -605513.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -605715.562500 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -605715.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -605858.000000 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -605858 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -605998.375000 Penalty: 2756.710938
	Iteration 4Q: 3 clusters Score -605998.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -606129.437500 Penalty: 2756.710938
	Iteration 5Q: 3 clusters Score -606129.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -606271.687500 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -606271.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -606387.187500 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -606387.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -606508.500000 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -606508.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -606616.562500 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -606616.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -606688.687500 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -606688.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -606759.187500 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -606759.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -606835.937500 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -606835.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -606892.375000 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -606892.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -606936.437500 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -606936.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -606971.937500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -606971.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -606996.562500 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -606996.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -607019.625000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -607019.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -607039.312500 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -607039.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -607057.812500 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -607057.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -607078.500000 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -607078.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -607093.062500 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -607093.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -607103.500000 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -607103.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -607112.750000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -607112.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -607117.937500 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -607117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -607125.500000 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -607125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -607131.125000 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -607131.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -607137.437500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -607137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -607143.062500 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -607143.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -607152.500000 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -607152.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -607158.625000 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -607158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -607165.625000 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -607165.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -607176.562500 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -607176.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -607187.437500 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -607187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -607201.750000 Penalty: 2756.710938
	Iteration 34Q: 3 clusters Score -607201.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -607212.687500 Penalty: 2756.710938
	Iteration 35Q: 3 clusters Score -607212.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -607227.500000 Penalty: 2756.710938
	Iteration 36Q: 3 clusters Score -607227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -607243.250000 Penalty: 2756.710938
	Iteration 37Q: 3 clusters Score -607243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -607253.250000 Penalty: 2756.710938
	Iteration 38Q: 3 clusters Score -607253.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -607260.562500 Penalty: 2756.710938
	Iteration 39Q: 3 clusters Score -607260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -607265.312500 Penalty: 2756.710938
	Iteration 40F: 3 clusters Score -607265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -607268.437500 Penalty: 2756.710938
	Iteration 41Q: 3 clusters Score -607268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -607270.812500 Penalty: 2756.710938
	Iteration 42Q: 3 clusters Score -607270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -607277.687500 Penalty: 2756.710938
	Iteration 43Q: 3 clusters Score -607277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -607284.562500 Penalty: 2756.710938
	Iteration 44Q: 3 clusters Score -607284.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -607290.437500 Penalty: 2756.710938
	Iteration 45Q: 3 clusters Score -607290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -607295.312500 Penalty: 2756.710938
	Iteration 46Q: 3 clusters Score -607295.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -607301.687500 Penalty: 2756.710938
	Iteration 47Q: 3 clusters Score -607301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -607307.062500 Penalty: 2756.710938
	Iteration 48Q: 3 clusters Score -607307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -607309.062500 Penalty: 2756.710938
	Iteration 49Q: 3 clusters Score -607309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -607312.500000 Penalty: 2756.710938
	Iteration 50Q: 3 clusters Score -607312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -607314.375000 Penalty: 2756.710938
	Iteration 51Q: 3 clusters Score -607314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -607316.625000 Penalty: 2756.710938
	Iteration 52Q: 3 clusters Score -607316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -607317.437500 Penalty: 2756.710938
	Iteration 53Q: 3 clusters Score -607317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -607317.812500 Penalty: 2756.710938
	Iteration 54Q: 3 clusters Score -607317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -607319.375000 Penalty: 2756.710938
	Iteration 55Q: 3 clusters Score -607319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -607319.312500 Penalty: 2756.710938
	Iteration 56Q: 3 clusters Score -607319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -607319.687500 Penalty: 2756.710938
	Iteration 57Q: 3 clusters Score -607319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -607319.062500 Penalty: 2756.710938
	Iteration 58Q: 3 clusters Score -607319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -607319.687500 Penalty: 2756.710938
	Iteration 59Q: 3 clusters Score -607319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -607319.687500 Penalty: 2756.710938
	Iteration 60F: 3 clusters Score -607319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Entering Unmasked Estep 
Score: -8964931.000000 Penalty: 1813.682739
	Iteration 0F: 2 clusters Score -8964931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -8918586.000000 Penalty: 3627.365479
	Iteration 0F: 3 clusters Score -8918586 nChanged 33342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -8937338.000000 Penalty: 3627.365479
	Iteration 1F: 3 clusters Score -8937338 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8937887.000000 Penalty: 3627.365479
	Iteration 2Q: 3 clusters Score -8937887 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8938433.000000 Penalty: 3627.365479
	Iteration 3Q: 3 clusters Score -8938433 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8939016.000000 Penalty: 3627.365479
	Iteration 4Q: 3 clusters Score -8939016 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -8939858.000000 Penalty: 3627.365479
	Iteration 5Q: 3 clusters Score -8939858 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8941000.000000 Penalty: 3627.365479
	Iteration 6Q: 3 clusters Score -8941000 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8942795.000000 Penalty: 3627.365479
	Iteration 7Q: 3 clusters Score -8942795 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -8945585.000000 Penalty: 3627.365479
	Iteration 8F: 3 clusters Score -8945585 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -8949439.000000 Penalty: 3627.365479
	Iteration 9F: 3 clusters Score -8949439 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -8953334.000000 Penalty: 3627.365479
	Iteration 10F: 3 clusters Score -8953334 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -8956590.000000 Penalty: 3627.365479
	Iteration 11F: 3 clusters Score -8956590 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -8959030.000000 Penalty: 3627.365479
	Iteration 12Q: 3 clusters Score -8959030 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -8960614.000000 Penalty: 3627.365479
	Iteration 13Q: 3 clusters Score -8960614 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -8961551.000000 Penalty: 3627.365479
	Iteration 14Q: 3 clusters Score -8961551 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -8962124.000000 Penalty: 3627.365479
	Iteration 15Q: 3 clusters Score -8962124 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -8962549.000000 Penalty: 3627.365479
	Iteration 16Q: 3 clusters Score -8962549 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -8962877.000000 Penalty: 3627.365479
	Iteration 17Q: 3 clusters Score -8962877 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -8963133.000000 Penalty: 3627.365479
	Iteration 18Q: 3 clusters Score -8963133 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -8963315.000000 Penalty: 3627.365479
	Iteration 19Q: 3 clusters Score -8963315 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -8963364.000000 Penalty: 3627.365479
	Iteration 20F: 3 clusters Score -8963364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -8963413.000000 Penalty: 3627.365479
	Iteration 21Q: 3 clusters Score -8963413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -8963462.000000 Penalty: 3627.365479
	Iteration 22Q: 3 clusters Score -8963462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -8963493.000000 Penalty: 3627.365479
	Iteration 23Q: 3 clusters Score -8963493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -8963522.000000 Penalty: 3627.365479
	Iteration 24Q: 3 clusters Score -8963522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -8963541.000000 Penalty: 3627.365479
	Iteration 25Q: 3 clusters Score -8963541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -8963556.000000 Penalty: 3627.365479
	Iteration 26Q: 3 clusters Score -8963556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -8963570.000000 Penalty: 3627.365479
	Iteration 27Q: 3 clusters Score -8963570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -8963590.000000 Penalty: 3627.365479
	Iteration 28Q: 3 clusters Score -8963590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -8963592.000000 Penalty: 3627.365479
	Iteration 29Q: 3 clusters Score -8963592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -8963602.000000 Penalty: 3627.365479
	Iteration 30Q: 3 clusters Score -8963602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -8963601.000000 Penalty: 3627.365479
	Iteration 31Q: 3 clusters Score -8963601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -8963617.000000 Penalty: 3627.365479
	Iteration 32Q: 3 clusters Score -8963617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -8963616.000000 Penalty: 3627.365479
	Iteration 33Q: 3 clusters Score -8963616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -8963624.000000 Penalty: 3627.365479
	Iteration 34Q: 3 clusters Score -8963624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -8963624.000000 Penalty: 3627.365479
	Iteration 35Q: 3 clusters Score -8963624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -8963640.000000 Penalty: 3627.365479
	Iteration 36Q: 3 clusters Score -8963640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -8963637.000000 Penalty: 3627.365479
	Iteration 37Q: 3 clusters Score -8963637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -8963638.000000 Penalty: 3627.365479
	Iteration 38Q: 3 clusters Score -8963638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -8963635.000000 Penalty: 3627.365479
	Iteration 39Q: 3 clusters Score -8963635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -8963636.000000 Penalty: 3627.365479
	Iteration 40F: 3 clusters Score -8963636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -8963642.000000 Penalty: 3627.365479
	Iteration 41Q: 3 clusters Score -8963642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -8963634.000000 Penalty: 3627.365479
	Iteration 42Q: 3 clusters Score -8963634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -8963639.000000 Penalty: 3627.365479
	Iteration 43Q: 3 clusters Score -8963639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -8963642.000000 Penalty: 3627.365479
	Iteration 44Q: 3 clusters Score -8963642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8963636.000000 Penalty: 3627.365479
	Iteration 45Q: 3 clusters Score -8963636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8963636.000000 Penalty: 3627.365479
	Iteration 46F: 3 clusters Score -8963636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (124364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Entering Unmasked Estep 
Score: -15857197.000000 Penalty: 1906.282349
	Iteration 0F: 2 clusters Score -1.58572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -15800116.000000 Penalty: 3812.564697
	Iteration 0F: 3 clusters Score -1.580012e+07 nChanged 59928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -15835608.000000 Penalty: 3812.564697
	Iteration 1F: 3 clusters Score -1.583561e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -15836586.000000 Penalty: 3812.564697
	Iteration 2Q: 3 clusters Score -1.583659e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -15838112.000000 Penalty: 3812.564697
	Iteration 3Q: 3 clusters Score -1.583811e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -15840221.000000 Penalty: 3812.564697
	Iteration 4F: 3 clusters Score -1.584022e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -15843502.000000 Penalty: 3812.564697
	Iteration 5F: 3 clusters Score -1.58435e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -15847447.000000 Penalty: 3812.564697
	Iteration 6F: 3 clusters Score -1.584745e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -15850798.000000 Penalty: 3812.564697
	Iteration 7F: 3 clusters Score -1.58508e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -15853457.000000 Penalty: 3812.564697
	Iteration 8Q: 3 clusters Score -1.585346e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -15855418.000000 Penalty: 3812.564697
	Iteration 9Q: 3 clusters Score -1.585542e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -15856478.000000 Penalty: 3812.564697
	Iteration 10Q: 3 clusters Score -1.585648e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -15856934.000000 Penalty: 3812.564697
	Iteration 11Q: 3 clusters Score -1.585693e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -15857196.000000 Penalty: 3812.564697
	Iteration 12Q: 3 clusters Score -1.58572e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -15857369.000000 Penalty: 3812.564697
	Iteration 13Q: 3 clusters Score -1.585737e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -15857557.000000 Penalty: 3812.564697
	Iteration 14Q: 3 clusters Score -1.585756e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -15857716.000000 Penalty: 3812.564697
	Iteration 15Q: 3 clusters Score -1.585772e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -15857937.000000 Penalty: 3812.564697
	Iteration 16Q: 3 clusters Score -1.585794e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -15858126.000000 Penalty: 3812.564697
	Iteration 17Q: 3 clusters Score -1.585813e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -15858422.000000 Penalty: 3812.564697
	Iteration 18Q: 3 clusters Score -1.585842e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -15858724.000000 Penalty: 3812.564697
	Iteration 19Q: 3 clusters Score -1.585872e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -15859024.000000 Penalty: 3812.564697
	Iteration 20F: 3 clusters Score -1.585902e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -15859301.000000 Penalty: 3812.564697
	Iteration 21Q: 3 clusters Score -1.58593e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -15859610.000000 Penalty: 3812.564697
	Iteration 22Q: 3 clusters Score -1.585961e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -15859877.000000 Penalty: 3812.564697
	Iteration 23Q: 3 clusters Score -1.585988e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -15860179.000000 Penalty: 3812.564697
	Iteration 24Q: 3 clusters Score -1.586018e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -15860744.000000 Penalty: 3812.564697
	Iteration 25Q: 3 clusters Score -1.586074e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -15861299.000000 Penalty: 3812.564697
	Iteration 26Q: 3 clusters Score -1.58613e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -15861747.000000 Penalty: 3812.564697
	Iteration 27Q: 3 clusters Score -1.586175e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -15862171.000000 Penalty: 3812.564697
	Iteration 28Q: 3 clusters Score -1.586217e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -15862536.000000 Penalty: 3812.564697
	Iteration 29Q: 3 clusters Score -1.586254e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -15862858.000000 Penalty: 3812.564697
	Iteration 30Q: 3 clusters Score -1.586286e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -15863233.000000 Penalty: 3812.564697
	Iteration 31Q: 3 clusters Score -1.586323e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -15863405.000000 Penalty: 3812.564697
	Iteration 32Q: 3 clusters Score -1.58634e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -15863686.000000 Penalty: 3812.564697
	Iteration 33Q: 3 clusters Score -1.586369e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -15863883.000000 Penalty: 3812.564697
	Iteration 34Q: 3 clusters Score -1.586388e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -15864181.000000 Penalty: 3812.564697
	Iteration 35Q: 3 clusters Score -1.586418e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -15864286.000000 Penalty: 3812.564697
	Iteration 36Q: 3 clusters Score -1.586429e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -15864223.000000 Penalty: 3812.564697
	Iteration 37Q: 3 clusters Score -1.586422e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -15864202.000000 Penalty: 3812.564697
	Iteration 38Q: 3 clusters Score -1.58642e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -15864083.000000 Penalty: 3812.564697
	Iteration 39Q: 3 clusters Score -1.586408e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -15864823.000000 Penalty: 3812.564697
	Iteration 40F: 3 clusters Score -1.586482e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -15865234.000000 Penalty: 3812.564697
	Iteration 41Q: 3 clusters Score -1.586523e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -15865467.000000 Penalty: 3812.564697
	Iteration 42Q: 3 clusters Score -1.586547e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -15865538.000000 Penalty: 3812.564697
	Iteration 43Q: 3 clusters Score -1.586554e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -15865636.000000 Penalty: 3812.564697
	Iteration 44Q: 3 clusters Score -1.586564e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -15865623.000000 Penalty: 3812.564697
	Iteration 45Q: 3 clusters Score -1.586562e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -15865459.000000 Penalty: 3812.564697
	Iteration 46Q: 3 clusters Score -1.586546e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -15865332.000000 Penalty: 3812.564697
	Iteration 47Q: 3 clusters Score -1.586533e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -15865197.000000 Penalty: 3812.564697
	Iteration 48Q: 3 clusters Score -1.58652e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -15865091.000000 Penalty: 3812.564697
	Iteration 49Q: 3 clusters Score -1.586509e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -15864947.000000 Penalty: 3812.564697
	Iteration 50Q: 3 clusters Score -1.586495e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -15864791.000000 Penalty: 3812.564697
	Iteration 51Q: 3 clusters Score -1.586479e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -15864710.000000 Penalty: 3812.564697
	Iteration 52Q: 3 clusters Score -1.586471e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -15864602.000000 Penalty: 3812.564697
	Iteration 53Q: 3 clusters Score -1.58646e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -15864559.000000 Penalty: 3812.564697
	Iteration 54Q: 3 clusters Score -1.586456e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -15864377.000000 Penalty: 3812.564697
	Iteration 55Q: 3 clusters Score -1.586438e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -15864244.000000 Penalty: 3812.564697
	Iteration 56Q: 3 clusters Score -1.586424e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -15864123.000000 Penalty: 3812.564697
	Iteration 57Q: 3 clusters Score -1.586412e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -15864020.000000 Penalty: 3812.564697
	Iteration 58Q: 3 clusters Score -1.586402e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -15863870.000000 Penalty: 3812.564697
	Iteration 59Q: 3 clusters Score -1.586387e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -15863767.000000 Penalty: 3812.564697
	Iteration 60F: 3 clusters Score -1.586377e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -15863633.000000 Penalty: 3812.564697
	Iteration 61Q: 3 clusters Score -1.586363e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -15863415.000000 Penalty: 3812.564697
	Iteration 62Q: 3 clusters Score -1.586342e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -15863246.000000 Penalty: 3812.564697
	Iteration 63Q: 3 clusters Score -1.586325e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -15863068.000000 Penalty: 3812.564697
	Iteration 64Q: 3 clusters Score -1.586307e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -15862963.000000 Penalty: 3812.564697
	Iteration 65Q: 3 clusters Score -1.586296e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -15862847.000000 Penalty: 3812.564697
	Iteration 66Q: 3 clusters Score -1.586285e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -15862723.000000 Penalty: 3812.564697
	Iteration 67Q: 3 clusters Score -1.586272e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -15862581.000000 Penalty: 3812.564697
	Iteration 68Q: 3 clusters Score -1.586258e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -15862432.000000 Penalty: 3812.564697
	Iteration 69Q: 3 clusters Score -1.586243e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -15862336.000000 Penalty: 3812.564697
	Iteration 70Q: 3 clusters Score -1.586234e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -15862280.000000 Penalty: 3812.564697
	Iteration 71Q: 3 clusters Score -1.586228e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -15862218.000000 Penalty: 3812.564697
	Iteration 72Q: 3 clusters Score -1.586222e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -15862181.000000 Penalty: 3812.564697
	Iteration 73Q: 3 clusters Score -1.586218e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -15862129.000000 Penalty: 3812.564697
	Iteration 74Q: 3 clusters Score -1.586213e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -15862044.000000 Penalty: 3812.564697
	Iteration 75Q: 3 clusters Score -1.586204e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -15861999.000000 Penalty: 3812.564697
	Iteration 76Q: 3 clusters Score -1.5862e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -15861978.000000 Penalty: 3812.564697
	Iteration 77Q: 3 clusters Score -1.586198e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -15861972.000000 Penalty: 3812.564697
	Iteration 78Q: 3 clusters Score -1.586197e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -15861909.000000 Penalty: 3812.564697
	Iteration 79Q: 3 clusters Score -1.586191e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -15861879.000000 Penalty: 3812.564697
	Iteration 80F: 3 clusters Score -1.586188e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -15861821.000000 Penalty: 3812.564697
	Iteration 81Q: 3 clusters Score -1.586182e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -15861749.000000 Penalty: 3812.564697
	Iteration 82Q: 3 clusters Score -1.586175e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -15861723.000000 Penalty: 3812.564697
	Iteration 83Q: 3 clusters Score -1.586172e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -15861673.000000 Penalty: 3812.564697
	Iteration 84Q: 3 clusters Score -1.586167e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -15861680.000000 Penalty: 3812.564697
	Iteration 85Q: 3 clusters Score -1.586168e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -15861652.000000 Penalty: 3812.564697
	Iteration 86Q: 3 clusters Score -1.586165e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -15861617.000000 Penalty: 3812.564697
	Iteration 87Q: 3 clusters Score -1.586162e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -15861642.000000 Penalty: 3812.564697
	Iteration 88Q: 3 clusters Score -1.586164e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -15861620.000000 Penalty: 3812.564697
	Iteration 89Q: 3 clusters Score -1.586162e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -15861608.000000 Penalty: 3812.564697
	Iteration 90Q: 3 clusters Score -1.586161e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -15861588.000000 Penalty: 3812.564697
	Iteration 91Q: 3 clusters Score -1.586159e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -15861572.000000 Penalty: 3812.564697
	Iteration 92Q: 3 clusters Score -1.586157e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -15861553.000000 Penalty: 3812.564697
	Iteration 93Q: 3 clusters Score -1.586155e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -15861524.000000 Penalty: 3812.564697
	Iteration 94Q: 3 clusters Score -1.586152e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -15861543.000000 Penalty: 3812.564697
	Iteration 95Q: 3 clusters Score -1.586154e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -15861599.000000 Penalty: 3812.564697
	Iteration 96Q: 3 clusters Score -1.58616e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -15861559.000000 Penalty: 3812.564697
	Iteration 97Q: 3 clusters Score -1.586156e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -15861550.000000 Penalty: 3812.564697
	Iteration 98Q: 3 clusters Score -1.586155e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -15861564.000000 Penalty: 3812.564697
	Iteration 99Q: 3 clusters Score -1.586156e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -15861575.000000 Penalty: 3812.564697
	Iteration 100F: 3 clusters Score -1.586158e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -15861552.000000 Penalty: 3812.564697
	Iteration 101Q: 3 clusters Score -1.586155e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -15861536.000000 Penalty: 3812.564697
	Iteration 102Q: 3 clusters Score -1.586154e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -15861519.000000 Penalty: 3812.564697
	Iteration 103Q: 3 clusters Score -1.586152e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -15861523.000000 Penalty: 3812.564697
	Iteration 104Q: 3 clusters Score -1.586152e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -15861559.000000 Penalty: 3812.564697
	Iteration 105Q: 3 clusters Score -1.586156e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -15861540.000000 Penalty: 3812.564697
	Iteration 106Q: 3 clusters Score -1.586154e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -15861612.000000 Penalty: 3812.564697
	Iteration 107Q: 3 clusters Score -1.586161e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -15861640.000000 Penalty: 3812.564697
	Iteration 108Q: 3 clusters Score -1.586164e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -15861705.000000 Penalty: 3812.564697
	Iteration 109Q: 3 clusters Score -1.58617e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -15861725.000000 Penalty: 3812.564697
	Iteration 110Q: 3 clusters Score -1.586172e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -15861757.000000 Penalty: 3812.564697
	Iteration 111Q: 3 clusters Score -1.586176e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -15861783.000000 Penalty: 3812.564697
	Iteration 112Q: 3 clusters Score -1.586178e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -15861713.000000 Penalty: 3812.564697
	Iteration 113Q: 3 clusters Score -1.586171e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -15861689.000000 Penalty: 3812.564697
	Iteration 114Q: 3 clusters Score -1.586169e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -15861698.000000 Penalty: 3812.564697
	Iteration 115Q: 3 clusters Score -1.58617e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -15861682.000000 Penalty: 3812.564697
	Iteration 116Q: 3 clusters Score -1.586168e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -15861608.000000 Penalty: 3812.564697
	Iteration 117Q: 3 clusters Score -1.586161e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -15861562.000000 Penalty: 3812.564697
	Iteration 118Q: 3 clusters Score -1.586156e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -15861541.000000 Penalty: 3812.564697
	Iteration 119Q: 3 clusters Score -1.586154e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -15861555.000000 Penalty: 3812.564697
	Iteration 120F: 3 clusters Score -1.586156e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -15861585.000000 Penalty: 3812.564697
	Iteration 121Q: 3 clusters Score -1.586158e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -15861489.000000 Penalty: 3812.564697
	Iteration 122Q: 3 clusters Score -1.586149e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -15861410.000000 Penalty: 3812.564697
	Iteration 123Q: 3 clusters Score -1.586141e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -15861370.000000 Penalty: 3812.564697
	Iteration 124Q: 3 clusters Score -1.586137e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -15861392.000000 Penalty: 3812.564697
	Iteration 125Q: 3 clusters Score -1.586139e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -15861430.000000 Penalty: 3812.564697
	Iteration 126Q: 3 clusters Score -1.586143e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -15861493.000000 Penalty: 3812.564697
	Iteration 127Q: 3 clusters Score -1.586149e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -15861543.000000 Penalty: 3812.564697
	Iteration 128Q: 3 clusters Score -1.586154e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -15861557.000000 Penalty: 3812.564697
	Iteration 129Q: 3 clusters Score -1.586156e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -15861560.000000 Penalty: 3812.564697
	Iteration 130Q: 3 clusters Score -1.586156e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -15861593.000000 Penalty: 3812.564697
	Iteration 131Q: 3 clusters Score -1.586159e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -15861649.000000 Penalty: 3812.564697
	Iteration 132Q: 3 clusters Score -1.586165e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -15861757.000000 Penalty: 3812.564697
	Iteration 133Q: 3 clusters Score -1.586176e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -15861807.000000 Penalty: 3812.564697
	Iteration 134Q: 3 clusters Score -1.586181e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -15861917.000000 Penalty: 3812.564697
	Iteration 135Q: 3 clusters Score -1.586192e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -15861930.000000 Penalty: 3812.564697
	Iteration 136Q: 3 clusters Score -1.586193e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -15862030.000000 Penalty: 3812.564697
	Iteration 137Q: 3 clusters Score -1.586203e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -15862176.000000 Penalty: 3812.564697
	Iteration 138Q: 3 clusters Score -1.586218e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -15862304.000000 Penalty: 3812.564697
	Iteration 139Q: 3 clusters Score -1.58623e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -15862523.000000 Penalty: 3812.564697
	Iteration 140F: 3 clusters Score -1.586252e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -15862598.000000 Penalty: 3812.564697
	Iteration 141Q: 3 clusters Score -1.58626e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -15862786.000000 Penalty: 3812.564697
	Iteration 142Q: 3 clusters Score -1.586279e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -15862915.000000 Penalty: 3812.564697
	Iteration 143Q: 3 clusters Score -1.586292e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -15863189.000000 Penalty: 3812.564697
	Iteration 144Q: 3 clusters Score -1.586319e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -15863403.000000 Penalty: 3812.564697
	Iteration 145Q: 3 clusters Score -1.58634e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -15863512.000000 Penalty: 3812.564697
	Iteration 146Q: 3 clusters Score -1.586351e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -15863682.000000 Penalty: 3812.564697
	Iteration 147Q: 3 clusters Score -1.586368e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -15863810.000000 Penalty: 3812.564697
	Iteration 148Q: 3 clusters Score -1.586381e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -15864026.000000 Penalty: 3812.564697
	Iteration 149Q: 3 clusters Score -1.586403e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -15864199.000000 Penalty: 3812.564697
	Iteration 150Q: 3 clusters Score -1.58642e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -15864479.000000 Penalty: 3812.564697
	Iteration 151Q: 3 clusters Score -1.586448e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -15864705.000000 Penalty: 3812.564697
	Iteration 152Q: 3 clusters Score -1.58647e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -15864932.000000 Penalty: 3812.564697
	Iteration 153Q: 3 clusters Score -1.586493e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -15865200.000000 Penalty: 3812.564697
	Iteration 154Q: 3 clusters Score -1.58652e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -15865365.000000 Penalty: 3812.564697
	Iteration 155Q: 3 clusters Score -1.586536e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -15865686.000000 Penalty: 3812.564697
	Iteration 156Q: 3 clusters Score -1.586569e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -15865817.000000 Penalty: 3812.564697
	Iteration 157Q: 3 clusters Score -1.586582e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -15866016.000000 Penalty: 3812.564697
	Iteration 158Q: 3 clusters Score -1.586602e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -15866126.000000 Penalty: 3812.564697
	Iteration 159Q: 3 clusters Score -1.586613e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -15866323.000000 Penalty: 3812.564697
	Iteration 160F: 3 clusters Score -1.586632e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -15866439.000000 Penalty: 3812.564697
	Iteration 161Q: 3 clusters Score -1.586644e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -15866595.000000 Penalty: 3812.564697
	Iteration 162Q: 3 clusters Score -1.58666e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -15866580.000000 Penalty: 3812.564697
	Iteration 163Q: 3 clusters Score -1.586658e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -15866632.000000 Penalty: 3812.564697
	Iteration 164Q: 3 clusters Score -1.586663e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -15866585.000000 Penalty: 3812.564697
	Iteration 165Q: 3 clusters Score -1.586658e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -15866556.000000 Penalty: 3812.564697
	Iteration 166Q: 3 clusters Score -1.586656e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -15866544.000000 Penalty: 3812.564697
	Iteration 167Q: 3 clusters Score -1.586654e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -15866453.000000 Penalty: 3812.564697
	Iteration 168Q: 3 clusters Score -1.586645e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -15866409.000000 Penalty: 3812.564697
	Iteration 169Q: 3 clusters Score -1.586641e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -15866364.000000 Penalty: 3812.564697
	Iteration 170Q: 3 clusters Score -1.586636e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -15866275.000000 Penalty: 3812.564697
	Iteration 171Q: 3 clusters Score -1.586628e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -15866303.000000 Penalty: 3812.564697
	Iteration 172Q: 3 clusters Score -1.58663e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -15866255.000000 Penalty: 3812.564697
	Iteration 173Q: 3 clusters Score -1.586626e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -15866275.000000 Penalty: 3812.564697
	Iteration 174Q: 3 clusters Score -1.586628e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -15866216.000000 Penalty: 3812.564697
	Iteration 175Q: 3 clusters Score -1.586622e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -15866236.000000 Penalty: 3812.564697
	Iteration 176Q: 3 clusters Score -1.586624e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -15866236.000000 Penalty: 3812.564697
	Iteration 177Q: 3 clusters Score -1.586624e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -15866152.000000 Penalty: 3812.564697
	Iteration 178Q: 3 clusters Score -1.586615e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -15866204.000000 Penalty: 3812.564697
	Iteration 179Q: 3 clusters Score -1.58662e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -15866171.000000 Penalty: 3812.564697
	Iteration 180F: 3 clusters Score -1.586617e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -15866179.000000 Penalty: 3812.564697
	Iteration 181Q: 3 clusters Score -1.586618e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -15866226.000000 Penalty: 3812.564697
	Iteration 182Q: 3 clusters Score -1.586623e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -15866247.000000 Penalty: 3812.564697
	Iteration 183Q: 3 clusters Score -1.586625e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -15866195.000000 Penalty: 3812.564697
	Iteration 184Q: 3 clusters Score -1.58662e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -15866090.000000 Penalty: 3812.564697
	Iteration 185Q: 3 clusters Score -1.586609e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -15865991.000000 Penalty: 3812.564697
	Iteration 186Q: 3 clusters Score -1.586599e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -15865994.000000 Penalty: 3812.564697
	Iteration 187Q: 3 clusters Score -1.586599e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -15865938.000000 Penalty: 3812.564697
	Iteration 188Q: 3 clusters Score -1.586594e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -15865883.000000 Penalty: 3812.564697
	Iteration 189Q: 3 clusters Score -1.586588e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -15865877.000000 Penalty: 3812.564697
	Iteration 190Q: 3 clusters Score -1.586588e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -15865899.000000 Penalty: 3812.564697
	Iteration 191Q: 3 clusters Score -1.58659e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -15865796.000000 Penalty: 3812.564697
	Iteration 192Q: 3 clusters Score -1.58658e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -15865714.000000 Penalty: 3812.564697
	Iteration 193Q: 3 clusters Score -1.586571e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -15865653.000000 Penalty: 3812.564697
	Iteration 194Q: 3 clusters Score -1.586565e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -15865625.000000 Penalty: 3812.564697
	Iteration 195Q: 3 clusters Score -1.586562e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -15865576.000000 Penalty: 3812.564697
	Iteration 196Q: 3 clusters Score -1.586558e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -15865557.000000 Penalty: 3812.564697
	Iteration 197Q: 3 clusters Score -1.586556e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -15865521.000000 Penalty: 3812.564697
	Iteration 198Q: 3 clusters Score -1.586552e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -15865448.000000 Penalty: 3812.564697
	Iteration 199Q: 3 clusters Score -1.586545e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -15865377.000000 Penalty: 3812.564697
	Iteration 200F: 3 clusters Score -1.586538e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -15865314.000000 Penalty: 3812.564697
	Iteration 201Q: 3 clusters Score -1.586531e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -15865249.000000 Penalty: 3812.564697
	Iteration 202Q: 3 clusters Score -1.586525e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -15865224.000000 Penalty: 3812.564697
	Iteration 203Q: 3 clusters Score -1.586522e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -15865181.000000 Penalty: 3812.564697
	Iteration 204Q: 3 clusters Score -1.586518e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -15865151.000000 Penalty: 3812.564697
	Iteration 205Q: 3 clusters Score -1.586515e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -15865100.000000 Penalty: 3812.564697
	Iteration 206Q: 3 clusters Score -1.58651e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -15865091.000000 Penalty: 3812.564697
	Iteration 207Q: 3 clusters Score -1.586509e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -15865101.000000 Penalty: 3812.564697
	Iteration 208Q: 3 clusters Score -1.58651e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -15865035.000000 Penalty: 3812.564697
	Iteration 209Q: 3 clusters Score -1.586504e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -15864979.000000 Penalty: 3812.564697
	Iteration 210Q: 3 clusters Score -1.586498e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -15864982.000000 Penalty: 3812.564697
	Iteration 211Q: 3 clusters Score -1.586498e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -15864959.000000 Penalty: 3812.564697
	Iteration 212Q: 3 clusters Score -1.586496e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -15864956.000000 Penalty: 3812.564697
	Iteration 213Q: 3 clusters Score -1.586496e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -15864947.000000 Penalty: 3812.564697
	Iteration 214Q: 3 clusters Score -1.586495e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -15864991.000000 Penalty: 3812.564697
	Iteration 215Q: 3 clusters Score -1.586499e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -15865022.000000 Penalty: 3812.564697
	Iteration 216Q: 3 clusters Score -1.586502e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -15865078.000000 Penalty: 3812.564697
	Iteration 217Q: 3 clusters Score -1.586508e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -15865113.000000 Penalty: 3812.564697
	Iteration 218Q: 3 clusters Score -1.586511e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -15865148.000000 Penalty: 3812.564697
	Iteration 219Q: 3 clusters Score -1.586515e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -15865155.000000 Penalty: 3812.564697
	Iteration 220F: 3 clusters Score -1.586516e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -15865162.000000 Penalty: 3812.564697
	Iteration 221Q: 3 clusters Score -1.586516e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -15865160.000000 Penalty: 3812.564697
	Iteration 222Q: 3 clusters Score -1.586516e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -15865181.000000 Penalty: 3812.564697
	Iteration 223Q: 3 clusters Score -1.586518e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -15865179.000000 Penalty: 3812.564697
	Iteration 224Q: 3 clusters Score -1.586518e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -15865199.000000 Penalty: 3812.564697
	Iteration 225Q: 3 clusters Score -1.58652e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -15865235.000000 Penalty: 3812.564697
	Iteration 226Q: 3 clusters Score -1.586524e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -15865305.000000 Penalty: 3812.564697
	Iteration 227Q: 3 clusters Score -1.58653e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -15865307.000000 Penalty: 3812.564697
	Iteration 228Q: 3 clusters Score -1.586531e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -15865327.000000 Penalty: 3812.564697
	Iteration 229Q: 3 clusters Score -1.586533e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -15865385.000000 Penalty: 3812.564697
	Iteration 230Q: 3 clusters Score -1.586538e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -15865456.000000 Penalty: 3812.564697
	Iteration 231Q: 3 clusters Score -1.586546e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -15865466.000000 Penalty: 3812.564697
	Iteration 232Q: 3 clusters Score -1.586547e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -15865507.000000 Penalty: 3812.564697
	Iteration 233Q: 3 clusters Score -1.586551e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -15865574.000000 Penalty: 3812.564697
	Iteration 234Q: 3 clusters Score -1.586557e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -15865637.000000 Penalty: 3812.564697
	Iteration 235Q: 3 clusters Score -1.586564e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -15865694.000000 Penalty: 3812.564697
	Iteration 236Q: 3 clusters Score -1.586569e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -15865701.000000 Penalty: 3812.564697
	Iteration 237Q: 3 clusters Score -1.58657e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -15865795.000000 Penalty: 3812.564697
	Iteration 238Q: 3 clusters Score -1.58658e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -15865810.000000 Penalty: 3812.564697
	Iteration 239Q: 3 clusters Score -1.586581e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -15865866.000000 Penalty: 3812.564697
	Iteration 240F: 3 clusters Score -1.586587e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -15865867.000000 Penalty: 3812.564697
	Iteration 241Q: 3 clusters Score -1.586587e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -15865917.000000 Penalty: 3812.564697
	Iteration 242Q: 3 clusters Score -1.586592e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -15865941.000000 Penalty: 3812.564697
	Iteration 243Q: 3 clusters Score -1.586594e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -15865939.000000 Penalty: 3812.564697
	Iteration 244Q: 3 clusters Score -1.586594e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -15865984.000000 Penalty: 3812.564697
	Iteration 245Q: 3 clusters Score -1.586598e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -15866017.000000 Penalty: 3812.564697
	Iteration 246Q: 3 clusters Score -1.586602e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -15866018.000000 Penalty: 3812.564697
	Iteration 247Q: 3 clusters Score -1.586602e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -15866038.000000 Penalty: 3812.564697
	Iteration 248Q: 3 clusters Score -1.586604e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -15866051.000000 Penalty: 3812.564697
	Iteration 249Q: 3 clusters Score -1.586605e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -15866012.000000 Penalty: 3812.564697
	Iteration 250Q: 3 clusters Score -1.586601e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -15866009.000000 Penalty: 3812.564697
	Iteration 251Q: 3 clusters Score -1.586601e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -15865999.000000 Penalty: 3812.564697
	Iteration 252Q: 3 clusters Score -1.5866e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -15865974.000000 Penalty: 3812.564697
	Iteration 253Q: 3 clusters Score -1.586597e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -15865979.000000 Penalty: 3812.564697
	Iteration 254Q: 3 clusters Score -1.586598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -15865995.000000 Penalty: 3812.564697
	Iteration 255Q: 3 clusters Score -1.5866e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -15865987.000000 Penalty: 3812.564697
	Iteration 256Q: 3 clusters Score -1.586599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -15866009.000000 Penalty: 3812.564697
	Iteration 257Q: 3 clusters Score -1.586601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -15865990.000000 Penalty: 3812.564697
	Iteration 258Q: 3 clusters Score -1.586599e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -15866011.000000 Penalty: 3812.564697
	Iteration 259Q: 3 clusters Score -1.586601e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -15866001.000000 Penalty: 3812.564697
	Iteration 260F: 3 clusters Score -1.5866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -15866002.000000 Penalty: 3812.564697
	Iteration 261Q: 3 clusters Score -1.5866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -15866016.000000 Penalty: 3812.564697
	Iteration 262Q: 3 clusters Score -1.586602e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -15866034.000000 Penalty: 3812.564697
	Iteration 263Q: 3 clusters Score -1.586603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -15866051.000000 Penalty: 3812.564697
	Iteration 264Q: 3 clusters Score -1.586605e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -15866063.000000 Penalty: 3812.564697
	Iteration 265Q: 3 clusters Score -1.586606e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -15866048.000000 Penalty: 3812.564697
	Iteration 266Q: 3 clusters Score -1.586605e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -15866050.000000 Penalty: 3812.564697
	Iteration 267Q: 3 clusters Score -1.586605e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -15866052.000000 Penalty: 3812.564697
	Iteration 268Q: 3 clusters Score -1.586605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -15866058.000000 Penalty: 3812.564697
	Iteration 269Q: 3 clusters Score -1.586606e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -15866068.000000 Penalty: 3812.564697
	Iteration 270Q: 3 clusters Score -1.586607e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -15866072.000000 Penalty: 3812.564697
	Iteration 271Q: 3 clusters Score -1.586607e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -15866081.000000 Penalty: 3812.564697
	Iteration 272Q: 3 clusters Score -1.586608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -15866059.000000 Penalty: 3812.564697
	Iteration 273Q: 3 clusters Score -1.586606e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -15866067.000000 Penalty: 3812.564697
	Iteration 274Q: 3 clusters Score -1.586607e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 275Q: 3 clusters Score -1.58661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 276Q: 3 clusters Score -1.58661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -15866079.000000 Penalty: 3812.564697
	Iteration 277Q: 3 clusters Score -1.586608e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -15866077.000000 Penalty: 3812.564697
	Iteration 278Q: 3 clusters Score -1.586608e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -15866112.000000 Penalty: 3812.564697
	Iteration 279Q: 3 clusters Score -1.586611e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -15866114.000000 Penalty: 3812.564697
	Iteration 280F: 3 clusters Score -1.586611e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -15866128.000000 Penalty: 3812.564697
	Iteration 281Q: 3 clusters Score -1.586613e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -15866098.000000 Penalty: 3812.564697
	Iteration 282Q: 3 clusters Score -1.58661e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -15866153.000000 Penalty: 3812.564697
	Iteration 283Q: 3 clusters Score -1.586615e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -15866154.000000 Penalty: 3812.564697
	Iteration 284Q: 3 clusters Score -1.586615e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -15866135.000000 Penalty: 3812.564697
	Iteration 285Q: 3 clusters Score -1.586614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -15866125.000000 Penalty: 3812.564697
	Iteration 286Q: 3 clusters Score -1.586612e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -15866136.000000 Penalty: 3812.564697
	Iteration 287Q: 3 clusters Score -1.586614e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -15866127.000000 Penalty: 3812.564697
	Iteration 288Q: 3 clusters Score -1.586613e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -15866113.000000 Penalty: 3812.564697
	Iteration 289Q: 3 clusters Score -1.586611e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -15866129.000000 Penalty: 3812.564697
	Iteration 290Q: 3 clusters Score -1.586613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -15866136.000000 Penalty: 3812.564697
	Iteration 291Q: 3 clusters Score -1.586614e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -15866150.000000 Penalty: 3812.564697
	Iteration 292Q: 3 clusters Score -1.586615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -15866135.000000 Penalty: 3812.564697
	Iteration 293Q: 3 clusters Score -1.586614e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -15866132.000000 Penalty: 3812.564697
	Iteration 294Q: 3 clusters Score -1.586613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -15866131.000000 Penalty: 3812.564697
	Iteration 295Q: 3 clusters Score -1.586613e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -15866134.000000 Penalty: 3812.564697
	Iteration 296Q: 3 clusters Score -1.586613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -15866120.000000 Penalty: 3812.564697
	Iteration 297Q: 3 clusters Score -1.586612e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -15866122.000000 Penalty: 3812.564697
	Iteration 298Q: 3 clusters Score -1.586612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -15866140.000000 Penalty: 3812.564697
	Iteration 299Q: 3 clusters Score -1.586614e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -15866140.000000 Penalty: 3812.564697
	Iteration 300F: 3 clusters Score -1.586614e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -15866132.000000 Penalty: 3812.564697
	Iteration 301Q: 3 clusters Score -1.586613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -15866169.000000 Penalty: 3812.564697
	Iteration 302Q: 3 clusters Score -1.586617e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -15866160.000000 Penalty: 3812.564697
	Iteration 303Q: 3 clusters Score -1.586616e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -15866158.000000 Penalty: 3812.564697
	Iteration 304Q: 3 clusters Score -1.586616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -15866167.000000 Penalty: 3812.564697
	Iteration 305Q: 3 clusters Score -1.586617e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -15866174.000000 Penalty: 3812.564697
	Iteration 306Q: 3 clusters Score -1.586617e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -15866177.000000 Penalty: 3812.564697
	Iteration 307Q: 3 clusters Score -1.586618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -15866166.000000 Penalty: 3812.564697
	Iteration 308Q: 3 clusters Score -1.586617e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866166.000000 Penalty: 3812.564697
	Iteration 309Q: 3 clusters Score -1.586617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15866153.000000 Penalty: 3812.564697
	Iteration 310Q: 3 clusters Score -1.586615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866155.000000 Penalty: 3812.564697
	Iteration 311Q: 3 clusters Score -1.586616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -15866140.000000 Penalty: 3812.564697
	Iteration 312Q: 3 clusters Score -1.586614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -15866167.000000 Penalty: 3812.564697
	Iteration 313Q: 3 clusters Score -1.586617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -15866151.000000 Penalty: 3812.564697
	Iteration 314Q: 3 clusters Score -1.586615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -15866141.000000 Penalty: 3812.564697
	Iteration 315Q: 3 clusters Score -1.586614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -15866143.000000 Penalty: 3812.564697
	Iteration 316Q: 3 clusters Score -1.586614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -15866141.000000 Penalty: 3812.564697
	Iteration 317Q: 3 clusters Score -1.586614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -15866147.000000 Penalty: 3812.564697
	Iteration 318Q: 3 clusters Score -1.586615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -15866143.000000 Penalty: 3812.564697
	Iteration 319Q: 3 clusters Score -1.586614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -15866155.000000 Penalty: 3812.564697
	Iteration 320F: 3 clusters Score -1.586616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -15866147.000000 Penalty: 3812.564697
	Iteration 321Q: 3 clusters Score -1.586615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -15866156.000000 Penalty: 3812.564697
	Iteration 322Q: 3 clusters Score -1.586616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -15866160.000000 Penalty: 3812.564697
	Iteration 323Q: 3 clusters Score -1.586616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866177.000000 Penalty: 3812.564697
	Iteration 324Q: 3 clusters Score -1.586618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -15866156.000000 Penalty: 3812.564697
	Iteration 325Q: 3 clusters Score -1.586616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -15866158.000000 Penalty: 3812.564697
	Iteration 326Q: 3 clusters Score -1.586616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -15866158.000000 Penalty: 3812.564697
	Iteration 327Q: 3 clusters Score -1.586616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -15866156.000000 Penalty: 3812.564697
	Iteration 328Q: 3 clusters Score -1.586616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -15866150.000000 Penalty: 3812.564697
	Iteration 329Q: 3 clusters Score -1.586615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -15866130.000000 Penalty: 3812.564697
	Iteration 330Q: 3 clusters Score -1.586613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -15866125.000000 Penalty: 3812.564697
	Iteration 331Q: 3 clusters Score -1.586612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -15866130.000000 Penalty: 3812.564697
	Iteration 332Q: 3 clusters Score -1.586613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -15866102.000000 Penalty: 3812.564697
	Iteration 333Q: 3 clusters Score -1.58661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -15866095.000000 Penalty: 3812.564697
	Iteration 334Q: 3 clusters Score -1.58661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -15866081.000000 Penalty: 3812.564697
	Iteration 335Q: 3 clusters Score -1.586608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -15866103.000000 Penalty: 3812.564697
	Iteration 336Q: 3 clusters Score -1.58661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -15866089.000000 Penalty: 3812.564697
	Iteration 337Q: 3 clusters Score -1.586609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -15866087.000000 Penalty: 3812.564697
	Iteration 338Q: 3 clusters Score -1.586609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -15866108.000000 Penalty: 3812.564697
	Iteration 339Q: 3 clusters Score -1.586611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -15866081.000000 Penalty: 3812.564697
	Iteration 340F: 3 clusters Score -1.586608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866084.000000 Penalty: 3812.564697
	Iteration 341Q: 3 clusters Score -1.586608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -15866084.000000 Penalty: 3812.564697
	Iteration 342Q: 3 clusters Score -1.586608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -15866078.000000 Penalty: 3812.564697
	Iteration 343Q: 3 clusters Score -1.586608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -15866092.000000 Penalty: 3812.564697
	Iteration 344Q: 3 clusters Score -1.586609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -15866084.000000 Penalty: 3812.564697
	Iteration 345Q: 3 clusters Score -1.586608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -15866097.000000 Penalty: 3812.564697
	Iteration 346Q: 3 clusters Score -1.58661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -15866093.000000 Penalty: 3812.564697
	Iteration 347Q: 3 clusters Score -1.586609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -15866093.000000 Penalty: 3812.564697
	Iteration 348Q: 3 clusters Score -1.586609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -15866090.000000 Penalty: 3812.564697
	Iteration 349Q: 3 clusters Score -1.586609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -15866099.000000 Penalty: 3812.564697
	Iteration 350Q: 3 clusters Score -1.58661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -15866106.000000 Penalty: 3812.564697
	Iteration 351Q: 3 clusters Score -1.586611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -15866109.000000 Penalty: 3812.564697
	Iteration 352Q: 3 clusters Score -1.586611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -15866100.000000 Penalty: 3812.564697
	Iteration 353Q: 3 clusters Score -1.58661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -15866123.000000 Penalty: 3812.564697
	Iteration 354Q: 3 clusters Score -1.586612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -15866102.000000 Penalty: 3812.564697
	Iteration 355Q: 3 clusters Score -1.58661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -15866083.000000 Penalty: 3812.564697
	Iteration 356Q: 3 clusters Score -1.586608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -15866091.000000 Penalty: 3812.564697
	Iteration 357Q: 3 clusters Score -1.586609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -15866087.000000 Penalty: 3812.564697
	Iteration 358Q: 3 clusters Score -1.586609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -15866090.000000 Penalty: 3812.564697
	Iteration 359Q: 3 clusters Score -1.586609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866093.000000 Penalty: 3812.564697
	Iteration 360F: 3 clusters Score -1.586609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -15866076.000000 Penalty: 3812.564697
	Iteration 361Q: 3 clusters Score -1.586608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866078.000000 Penalty: 3812.564697
	Iteration 362Q: 3 clusters Score -1.586608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -15866084.000000 Penalty: 3812.564697
	Iteration 363Q: 3 clusters Score -1.586608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -15866090.000000 Penalty: 3812.564697
	Iteration 364Q: 3 clusters Score -1.586609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -15866094.000000 Penalty: 3812.564697
	Iteration 365Q: 3 clusters Score -1.586609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -15866108.000000 Penalty: 3812.564697
	Iteration 366Q: 3 clusters Score -1.586611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -15866094.000000 Penalty: 3812.564697
	Iteration 367Q: 3 clusters Score -1.586609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -15866102.000000 Penalty: 3812.564697
	Iteration 368Q: 3 clusters Score -1.58661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -15866095.000000 Penalty: 3812.564697
	Iteration 369Q: 3 clusters Score -1.58661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -15866092.000000 Penalty: 3812.564697
	Iteration 370Q: 3 clusters Score -1.586609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -15866093.000000 Penalty: 3812.564697
	Iteration 371Q: 3 clusters Score -1.586609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -15866086.000000 Penalty: 3812.564697
	Iteration 372Q: 3 clusters Score -1.586609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -15866095.000000 Penalty: 3812.564697
	Iteration 373Q: 3 clusters Score -1.58661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -15866081.000000 Penalty: 3812.564697
	Iteration 374Q: 3 clusters Score -1.586608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -15866086.000000 Penalty: 3812.564697
	Iteration 375Q: 3 clusters Score -1.586609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -15866077.000000 Penalty: 3812.564697
	Iteration 376Q: 3 clusters Score -1.586608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15866077.000000 Penalty: 3812.564697
	Iteration 377Q: 3 clusters Score -1.586608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866077.000000 Penalty: 3812.564697
	Iteration 378Q: 3 clusters Score -1.586608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -15866078.000000 Penalty: 3812.564697
	Iteration 379Q: 3 clusters Score -1.586608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -15866094.000000 Penalty: 3812.564697
	Iteration 380F: 3 clusters Score -1.586609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -15866094.000000 Penalty: 3812.564697
	Iteration 381Q: 3 clusters Score -1.586609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866103.000000 Penalty: 3812.564697
	Iteration 382Q: 3 clusters Score -1.58661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -15866097.000000 Penalty: 3812.564697
	Iteration 383Q: 3 clusters Score -1.58661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866120.000000 Penalty: 3812.564697
	Iteration 384Q: 3 clusters Score -1.586612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -15866102.000000 Penalty: 3812.564697
	Iteration 385Q: 3 clusters Score -1.58661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 386Q: 3 clusters Score -1.58661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -15866110.000000 Penalty: 3812.564697
	Iteration 387Q: 3 clusters Score -1.586611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -15866118.000000 Penalty: 3812.564697
	Iteration 388Q: 3 clusters Score -1.586612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866113.000000 Penalty: 3812.564697
	Iteration 389Q: 3 clusters Score -1.586611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -15866108.000000 Penalty: 3812.564697
	Iteration 390Q: 3 clusters Score -1.586611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15866110.000000 Penalty: 3812.564697
	Iteration 391Q: 3 clusters Score -1.586611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 392Q: 3 clusters Score -1.58661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 393Q: 3 clusters Score -1.58661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -15866097.000000 Penalty: 3812.564697
	Iteration 394Q: 3 clusters Score -1.58661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15866110.000000 Penalty: 3812.564697
	Iteration 395Q: 3 clusters Score -1.586611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -15866103.000000 Penalty: 3812.564697
	Iteration 396Q: 3 clusters Score -1.58661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15866089.000000 Penalty: 3812.564697
	Iteration 397Q: 3 clusters Score -1.586609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -15866087.000000 Penalty: 3812.564697
	Iteration 398Q: 3 clusters Score -1.586609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -15866106.000000 Penalty: 3812.564697
	Iteration 399Q: 3 clusters Score -1.586611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -15866114.000000 Penalty: 3812.564697
	Iteration 400F: 3 clusters Score -1.586611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -15866118.000000 Penalty: 3812.564697
	Iteration 401Q: 3 clusters Score -1.586612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -15866114.000000 Penalty: 3812.564697
	Iteration 402Q: 3 clusters Score -1.586611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -15866114.000000 Penalty: 3812.564697
	Iteration 403Q: 3 clusters Score -1.586611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -15866120.000000 Penalty: 3812.564697
	Iteration 404Q: 3 clusters Score -1.586612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -15866108.000000 Penalty: 3812.564697
	Iteration 405Q: 3 clusters Score -1.586611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -15866106.000000 Penalty: 3812.564697
	Iteration 406Q: 3 clusters Score -1.586611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -15866101.000000 Penalty: 3812.564697
	Iteration 407Q: 3 clusters Score -1.58661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -15866089.000000 Penalty: 3812.564697
	Iteration 408Q: 3 clusters Score -1.586609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -15866093.000000 Penalty: 3812.564697
	Iteration 409Q: 3 clusters Score -1.586609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -15866087.000000 Penalty: 3812.564697
	Iteration 410Q: 3 clusters Score -1.586609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -15866071.000000 Penalty: 3812.564697
	Iteration 411Q: 3 clusters Score -1.586607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -15866081.000000 Penalty: 3812.564697
	Iteration 412Q: 3 clusters Score -1.586608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -15866061.000000 Penalty: 3812.564697
	Iteration 413Q: 3 clusters Score -1.586606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -15866062.000000 Penalty: 3812.564697
	Iteration 414Q: 3 clusters Score -1.586606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -15866047.000000 Penalty: 3812.564697
	Iteration 415Q: 3 clusters Score -1.586605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -15866038.000000 Penalty: 3812.564697
	Iteration 416Q: 3 clusters Score -1.586604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -15866062.000000 Penalty: 3812.564697
	Iteration 417Q: 3 clusters Score -1.586606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -15866062.000000 Penalty: 3812.564697
	Iteration 418Q: 3 clusters Score -1.586606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -15866061.000000 Penalty: 3812.564697
	Iteration 419Q: 3 clusters Score -1.586606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -15866056.000000 Penalty: 3812.564697
	Iteration 420F: 3 clusters Score -1.586606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -15866056.000000 Penalty: 3812.564697
	Iteration 421Q: 3 clusters Score -1.586606e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -15866050.000000 Penalty: 3812.564697
	Iteration 422Q: 3 clusters Score -1.586605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -15866040.000000 Penalty: 3812.564697
	Iteration 423Q: 3 clusters Score -1.586604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -15866037.000000 Penalty: 3812.564697
	Iteration 424Q: 3 clusters Score -1.586604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -15866047.000000 Penalty: 3812.564697
	Iteration 425Q: 3 clusters Score -1.586605e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -15866051.000000 Penalty: 3812.564697
	Iteration 426Q: 3 clusters Score -1.586605e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -15866055.000000 Penalty: 3812.564697
	Iteration 427Q: 3 clusters Score -1.586606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -15866044.000000 Penalty: 3812.564697
	Iteration 428Q: 3 clusters Score -1.586604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -15866052.000000 Penalty: 3812.564697
	Iteration 429Q: 3 clusters Score -1.586605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -15866049.000000 Penalty: 3812.564697
	Iteration 430Q: 3 clusters Score -1.586605e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -15866045.000000 Penalty: 3812.564697
	Iteration 431Q: 3 clusters Score -1.586604e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -15866051.000000 Penalty: 3812.564697
	Iteration 432Q: 3 clusters Score -1.586605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -15866041.000000 Penalty: 3812.564697
	Iteration 433Q: 3 clusters Score -1.586604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -15866020.000000 Penalty: 3812.564697
	Iteration 434Q: 3 clusters Score -1.586602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -15866017.000000 Penalty: 3812.564697
	Iteration 435Q: 3 clusters Score -1.586602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -15866011.000000 Penalty: 3812.564697
	Iteration 436Q: 3 clusters Score -1.586601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -15866021.000000 Penalty: 3812.564697
	Iteration 437Q: 3 clusters Score -1.586602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -15866005.000000 Penalty: 3812.564697
	Iteration 438Q: 3 clusters Score -1.5866e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -15866011.000000 Penalty: 3812.564697
	Iteration 439Q: 3 clusters Score -1.586601e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -15866004.000000 Penalty: 3812.564697
	Iteration 440F: 3 clusters Score -1.5866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -15866004.000000 Penalty: 3812.564697
	Iteration 441Q: 3 clusters Score -1.5866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -15866006.000000 Penalty: 3812.564697
	Iteration 442Q: 3 clusters Score -1.586601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -15865978.000000 Penalty: 3812.564697
	Iteration 443Q: 3 clusters Score -1.586598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -15865971.000000 Penalty: 3812.564697
	Iteration 444Q: 3 clusters Score -1.586597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -15865959.000000 Penalty: 3812.564697
	Iteration 445Q: 3 clusters Score -1.586596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -15865941.000000 Penalty: 3812.564697
	Iteration 446Q: 3 clusters Score -1.586594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -15865946.000000 Penalty: 3812.564697
	Iteration 447Q: 3 clusters Score -1.586595e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -15865947.000000 Penalty: 3812.564697
	Iteration 448Q: 3 clusters Score -1.586595e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -15865953.000000 Penalty: 3812.564697
	Iteration 449Q: 3 clusters Score -1.586595e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -15865953.000000 Penalty: 3812.564697
	Iteration 450Q: 3 clusters Score -1.586595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -15865953.000000 Penalty: 3812.564697
	Iteration 451Q: 3 clusters Score -1.586595e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -15865951.000000 Penalty: 3812.564697
	Iteration 452Q: 3 clusters Score -1.586595e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -15865961.000000 Penalty: 3812.564697
	Iteration 453Q: 3 clusters Score -1.586596e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -15865945.000000 Penalty: 3812.564697
	Iteration 454Q: 3 clusters Score -1.586594e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -15865936.000000 Penalty: 3812.564697
	Iteration 455Q: 3 clusters Score -1.586594e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -15865955.000000 Penalty: 3812.564697
	Iteration 456Q: 3 clusters Score -1.586596e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -15865932.000000 Penalty: 3812.564697
	Iteration 457Q: 3 clusters Score -1.586593e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -15865944.000000 Penalty: 3812.564697
	Iteration 458Q: 3 clusters Score -1.586594e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -15865938.000000 Penalty: 3812.564697
	Iteration 459Q: 3 clusters Score -1.586594e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -15865978.000000 Penalty: 3812.564697
	Iteration 460F: 3 clusters Score -1.586598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -15865991.000000 Penalty: 3812.564697
	Iteration 461Q: 3 clusters Score -1.586599e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -15865996.000000 Penalty: 3812.564697
	Iteration 462Q: 3 clusters Score -1.5866e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -15865986.000000 Penalty: 3812.564697
	Iteration 463Q: 3 clusters Score -1.586599e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -15865973.000000 Penalty: 3812.564697
	Iteration 464Q: 3 clusters Score -1.586597e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -15866007.000000 Penalty: 3812.564697
	Iteration 465Q: 3 clusters Score -1.586601e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -15866002.000000 Penalty: 3812.564697
	Iteration 466Q: 3 clusters Score -1.5866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -15866052.000000 Penalty: 3812.564697
	Iteration 467Q: 3 clusters Score -1.586605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -15866047.000000 Penalty: 3812.564697
	Iteration 468Q: 3 clusters Score -1.586605e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -15866051.000000 Penalty: 3812.564697
	Iteration 469Q: 3 clusters Score -1.586605e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -15866048.000000 Penalty: 3812.564697
	Iteration 470Q: 3 clusters Score -1.586605e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -15866061.000000 Penalty: 3812.564697
	Iteration 471Q: 3 clusters Score -1.586606e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -15866040.000000 Penalty: 3812.564697
	Iteration 472Q: 3 clusters Score -1.586604e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -15866042.000000 Penalty: 3812.564697
	Iteration 473Q: 3 clusters Score -1.586604e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -15866024.000000 Penalty: 3812.564697
	Iteration 474Q: 3 clusters Score -1.586602e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -15866009.000000 Penalty: 3812.564697
	Iteration 475Q: 3 clusters Score -1.586601e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -15866014.000000 Penalty: 3812.564697
	Iteration 476Q: 3 clusters Score -1.586601e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -15866035.000000 Penalty: 3812.564697
	Iteration 477Q: 3 clusters Score -1.586604e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -15866031.000000 Penalty: 3812.564697
	Iteration 478Q: 3 clusters Score -1.586603e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -15866011.000000 Penalty: 3812.564697
	Iteration 479Q: 3 clusters Score -1.586601e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -15866016.000000 Penalty: 3812.564697
	Iteration 480F: 3 clusters Score -1.586602e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -15866028.000000 Penalty: 3812.564697
	Iteration 481Q: 3 clusters Score -1.586603e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -15866040.000000 Penalty: 3812.564697
	Iteration 482Q: 3 clusters Score -1.586604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -15866055.000000 Penalty: 3812.564697
	Iteration 483Q: 3 clusters Score -1.586606e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -15866055.000000 Penalty: 3812.564697
	Iteration 484Q: 3 clusters Score -1.586606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -15866058.000000 Penalty: 3812.564697
	Iteration 485Q: 3 clusters Score -1.586606e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -15866064.000000 Penalty: 3812.564697
	Iteration 486Q: 3 clusters Score -1.586606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -15866071.000000 Penalty: 3812.564697
	Iteration 487Q: 3 clusters Score -1.586607e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -15866063.000000 Penalty: 3812.564697
	Iteration 488Q: 3 clusters Score -1.586606e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -15866049.000000 Penalty: 3812.564697
	Iteration 489Q: 3 clusters Score -1.586605e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -15866059.000000 Penalty: 3812.564697
	Iteration 490Q: 3 clusters Score -1.586606e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -15866056.000000 Penalty: 3812.564697
	Iteration 491Q: 3 clusters Score -1.586606e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -15866078.000000 Penalty: 3812.564697
	Iteration 492Q: 3 clusters Score -1.586608e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -15866087.000000 Penalty: 3812.564697
	Iteration 493Q: 3 clusters Score -1.586609e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -15866104.000000 Penalty: 3812.564697
	Iteration 494Q: 3 clusters Score -1.58661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -15866118.000000 Penalty: 3812.564697
	Iteration 495Q: 3 clusters Score -1.586612e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -15866132.000000 Penalty: 3812.564697
	Iteration 496Q: 3 clusters Score -1.586613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -15866146.000000 Penalty: 3812.564697
	Iteration 497Q: 3 clusters Score -1.586615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -15866138.000000 Penalty: 3812.564697
	Iteration 498Q: 3 clusters Score -1.586614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -15866142.000000 Penalty: 3812.564697
	Iteration 499Q: 3 clusters Score -1.586614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -15866137.000000 Penalty: 3812.564697
	Iteration 500F: 3 clusters Score -1.586614e+07 nChanged 41
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 67978 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 8 contains 56386 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 117430 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44432 members 
Entering Unmasked Estep 
Score: -61580168.000000 Penalty: 34085.648438
Splitting cluster 4 changes total score from -61571404.000000 to -61580168.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (25628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Entering Unmasked Estep 
Score: -3254285.250000 Penalty: 1649.609131
	Iteration 0F: 2 clusters Score -3254285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3236938.500000 Penalty: 3299.218262
	Iteration 0F: 3 clusters Score -3236938 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3243342.000000 Penalty: 3299.218262
	Iteration 1F: 3 clusters Score -3243342 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3243691.000000 Penalty: 3299.218262
	Iteration 2Q: 3 clusters Score -3243691 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3244042.000000 Penalty: 3299.218262
	Iteration 3Q: 3 clusters Score -3244042 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3244450.500000 Penalty: 3299.218262
	Iteration 4Q: 3 clusters Score -3244450 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3244938.500000 Penalty: 3299.218262
	Iteration 5Q: 3 clusters Score -3244938 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3245602.750000 Penalty: 3299.218262
	Iteration 6Q: 3 clusters Score -3245603 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3246498.000000 Penalty: 3299.218262
	Iteration 7F: 3 clusters Score -3246498 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3247635.000000 Penalty: 3299.218262
	Iteration 8F: 3 clusters Score -3247635 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3248718.750000 Penalty: 3299.218262
	Iteration 9F: 3 clusters Score -3248719 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3249412.500000 Penalty: 3299.218262
	Iteration 10Q: 3 clusters Score -3249412 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3249767.750000 Penalty: 3299.218262
	Iteration 11Q: 3 clusters Score -3249768 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3249954.500000 Penalty: 3299.218262
	Iteration 12Q: 3 clusters Score -3249954 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3250081.250000 Penalty: 3299.218262
	Iteration 13Q: 3 clusters Score -3250081 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3250221.500000 Penalty: 3299.218262
	Iteration 14Q: 3 clusters Score -3250222 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3250339.750000 Penalty: 3299.218262
	Iteration 15Q: 3 clusters Score -3250340 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3250460.750000 Penalty: 3299.218262
	Iteration 16Q: 3 clusters Score -3250461 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3250572.750000 Penalty: 3299.218262
	Iteration 17Q: 3 clusters Score -3250573 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3250689.500000 Penalty: 3299.218262
	Iteration 18Q: 3 clusters Score -3250690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3250808.750000 Penalty: 3299.218262
	Iteration 19Q: 3 clusters Score -3250809 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3250883.000000 Penalty: 3299.218262
	Iteration 20F: 3 clusters Score -3250883 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3250967.250000 Penalty: 3299.218262
	Iteration 21Q: 3 clusters Score -3250967 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3251020.750000 Penalty: 3299.218262
	Iteration 22Q: 3 clusters Score -3251021 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3251065.000000 Penalty: 3299.218262
	Iteration 23Q: 3 clusters Score -3251065 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3251126.000000 Penalty: 3299.218262
	Iteration 24Q: 3 clusters Score -3251126 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3251167.250000 Penalty: 3299.218262
	Iteration 25Q: 3 clusters Score -3251167 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3251198.750000 Penalty: 3299.218262
	Iteration 26Q: 3 clusters Score -3251199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3251233.750000 Penalty: 3299.218262
	Iteration 27Q: 3 clusters Score -3251234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3251279.000000 Penalty: 3299.218262
	Iteration 28Q: 3 clusters Score -3251279 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3251301.250000 Penalty: 3299.218262
	Iteration 29Q: 3 clusters Score -3251301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3251325.750000 Penalty: 3299.218262
	Iteration 30Q: 3 clusters Score -3251326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3251350.000000 Penalty: 3299.218262
	Iteration 31Q: 3 clusters Score -3251350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3251371.750000 Penalty: 3299.218262
	Iteration 32Q: 3 clusters Score -3251372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3251391.750000 Penalty: 3299.218262
	Iteration 33Q: 3 clusters Score -3251392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3251420.750000 Penalty: 3299.218262
	Iteration 34Q: 3 clusters Score -3251421 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3251445.250000 Penalty: 3299.218262
	Iteration 35Q: 3 clusters Score -3251445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3251455.000000 Penalty: 3299.218262
	Iteration 36Q: 3 clusters Score -3251455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3251461.750000 Penalty: 3299.218262
	Iteration 37Q: 3 clusters Score -3251462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3251491.250000 Penalty: 3299.218262
	Iteration 38Q: 3 clusters Score -3251491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3251501.250000 Penalty: 3299.218262
	Iteration 39Q: 3 clusters Score -3251501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3251516.500000 Penalty: 3299.218262
	Iteration 40F: 3 clusters Score -3251516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3251546.750000 Penalty: 3299.218262
	Iteration 41Q: 3 clusters Score -3251547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3251562.000000 Penalty: 3299.218262
	Iteration 42Q: 3 clusters Score -3251562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3251566.000000 Penalty: 3299.218262
	Iteration 43Q: 3 clusters Score -3251566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3251582.000000 Penalty: 3299.218262
	Iteration 44Q: 3 clusters Score -3251582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3251602.500000 Penalty: 3299.218262
	Iteration 45Q: 3 clusters Score -3251602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3251626.000000 Penalty: 3299.218262
	Iteration 46Q: 3 clusters Score -3251626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3251650.500000 Penalty: 3299.218262
	Iteration 47Q: 3 clusters Score -3251650 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3251682.500000 Penalty: 3299.218262
	Iteration 48Q: 3 clusters Score -3251682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3251719.000000 Penalty: 3299.218262
	Iteration 49Q: 3 clusters Score -3251719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3251758.000000 Penalty: 3299.218262
	Iteration 50Q: 3 clusters Score -3251758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3251805.250000 Penalty: 3299.218262
	Iteration 51Q: 3 clusters Score -3251805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3251845.750000 Penalty: 3299.218262
	Iteration 52Q: 3 clusters Score -3251846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3251867.750000 Penalty: 3299.218262
	Iteration 53Q: 3 clusters Score -3251868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3251895.500000 Penalty: 3299.218262
	Iteration 54Q: 3 clusters Score -3251896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3251922.500000 Penalty: 3299.218262
	Iteration 55Q: 3 clusters Score -3251922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3251943.000000 Penalty: 3299.218262
	Iteration 56Q: 3 clusters Score -3251943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3251989.000000 Penalty: 3299.218262
	Iteration 57Q: 3 clusters Score -3251989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3252027.250000 Penalty: 3299.218262
	Iteration 58Q: 3 clusters Score -3252027 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3252076.000000 Penalty: 3299.218262
	Iteration 59Q: 3 clusters Score -3252076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3252115.000000 Penalty: 3299.218262
	Iteration 60F: 3 clusters Score -3252115 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3252169.750000 Penalty: 3299.218262
	Iteration 61Q: 3 clusters Score -3252170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3252229.250000 Penalty: 3299.218262
	Iteration 62Q: 3 clusters Score -3252229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3252270.500000 Penalty: 3299.218262
	Iteration 63Q: 3 clusters Score -3252270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3252309.750000 Penalty: 3299.218262
	Iteration 64Q: 3 clusters Score -3252310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3252354.500000 Penalty: 3299.218262
	Iteration 65Q: 3 clusters Score -3252354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3252401.250000 Penalty: 3299.218262
	Iteration 66Q: 3 clusters Score -3252401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3252434.750000 Penalty: 3299.218262
	Iteration 67Q: 3 clusters Score -3252435 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3252470.500000 Penalty: 3299.218262
	Iteration 68Q: 3 clusters Score -3252470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3252508.750000 Penalty: 3299.218262
	Iteration 69Q: 3 clusters Score -3252509 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3252537.000000 Penalty: 3299.218262
	Iteration 70Q: 3 clusters Score -3252537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3252564.500000 Penalty: 3299.218262
	Iteration 71Q: 3 clusters Score -3252564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3252574.500000 Penalty: 3299.218262
	Iteration 72Q: 3 clusters Score -3252574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3252604.500000 Penalty: 3299.218262
	Iteration 73Q: 3 clusters Score -3252604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3252621.750000 Penalty: 3299.218262
	Iteration 74Q: 3 clusters Score -3252622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3252644.250000 Penalty: 3299.218262
	Iteration 75Q: 3 clusters Score -3252644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3252676.750000 Penalty: 3299.218262
	Iteration 76Q: 3 clusters Score -3252677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3252705.500000 Penalty: 3299.218262
	Iteration 77Q: 3 clusters Score -3252706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3252732.750000 Penalty: 3299.218262
	Iteration 78Q: 3 clusters Score -3252733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3252745.750000 Penalty: 3299.218262
	Iteration 79Q: 3 clusters Score -3252746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3252751.500000 Penalty: 3299.218262
	Iteration 80F: 3 clusters Score -3252752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3252756.250000 Penalty: 3299.218262
	Iteration 81Q: 3 clusters Score -3252756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3252758.500000 Penalty: 3299.218262
	Iteration 82Q: 3 clusters Score -3252758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3252759.500000 Penalty: 3299.218262
	Iteration 83Q: 3 clusters Score -3252760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3252764.750000 Penalty: 3299.218262
	Iteration 84Q: 3 clusters Score -3252765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3252773.000000 Penalty: 3299.218262
	Iteration 85Q: 3 clusters Score -3252773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3252778.750000 Penalty: 3299.218262
	Iteration 86Q: 3 clusters Score -3252779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3252789.750000 Penalty: 3299.218262
	Iteration 87Q: 3 clusters Score -3252790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3252793.250000 Penalty: 3299.218262
	Iteration 88Q: 3 clusters Score -3252793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3252791.500000 Penalty: 3299.218262
	Iteration 89Q: 3 clusters Score -3252792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3252795.750000 Penalty: 3299.218262
	Iteration 90Q: 3 clusters Score -3252796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3252801.250000 Penalty: 3299.218262
	Iteration 91Q: 3 clusters Score -3252801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3252803.000000 Penalty: 3299.218262
	Iteration 92Q: 3 clusters Score -3252803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3252811.250000 Penalty: 3299.218262
	Iteration 93Q: 3 clusters Score -3252811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3252821.000000 Penalty: 3299.218262
	Iteration 94Q: 3 clusters Score -3252821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3252827.750000 Penalty: 3299.218262
	Iteration 95Q: 3 clusters Score -3252828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3252830.250000 Penalty: 3299.218262
	Iteration 96Q: 3 clusters Score -3252830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3252831.000000 Penalty: 3299.218262
	Iteration 97Q: 3 clusters Score -3252831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3252831.000000 Penalty: 3299.218262
	Iteration 98F: 3 clusters Score -3252831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -304212.437500 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -304212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301927.093750 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -301927.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302419.562500 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -302419.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302520.343750 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -302520.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302565.375000 Penalty: 2519.229492
	Iteration 3Q: 3 clusters Score -302565.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -302591.562500 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -302591.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302614.000000 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -302614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -302633.250000 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -302633.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -302646.375000 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -302646.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -302655.687500 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -302655.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -302664.625000 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -302664.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302670.593750 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -302670.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302678.187500 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -302678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302685.906250 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -302685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302693.750000 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -302693.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302699.062500 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -302699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -302704.375000 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -302704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -302709.406250 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -302709.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -302715.312500 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -302715.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302722.312500 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -302722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -302728.843750 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -302728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302732.500000 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -302732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -302733.968750 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -302734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -302735.218750 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -302735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -302737.093750 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -302737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -302739.468750 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -302739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -302742.156250 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -302742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -302743.781250 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -302743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302743.718750 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -302743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302743.718750 Penalty: 2519.229492
	Iteration 28F: 3 clusters Score -302743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Entering Unmasked Estep 
Score: -6619854.000000 Penalty: 1763.835571
	Iteration 0F: 2 clusters Score -6619854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -6585128.500000 Penalty: 3527.671143
	Iteration 0F: 3 clusters Score -6585128 nChanged 24266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -6598739.500000 Penalty: 3527.671143
	Iteration 1F: 3 clusters Score -6598740 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -6599322.500000 Penalty: 3527.671143
	Iteration 2Q: 3 clusters Score -6599322 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6600138.000000 Penalty: 3527.671143
	Iteration 3Q: 3 clusters Score -6600138 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -6601504.000000 Penalty: 3527.671143
	Iteration 4F: 3 clusters Score -6601504 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6603828.500000 Penalty: 3527.671143
	Iteration 5F: 3 clusters Score -6603828 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6607289.000000 Penalty: 3527.671143
	Iteration 6F: 3 clusters Score -6607289 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6611397.000000 Penalty: 3527.671143
	Iteration 7F: 3 clusters Score -6611397 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6614767.000000 Penalty: 3527.671143
	Iteration 8F: 3 clusters Score -6614767 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6616778.000000 Penalty: 3527.671143
	Iteration 9Q: 3 clusters Score -6616778 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6617671.000000 Penalty: 3527.671143
	Iteration 10Q: 3 clusters Score -6617671 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6618007.000000 Penalty: 3527.671143
	Iteration 11Q: 3 clusters Score -6618007 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6618132.500000 Penalty: 3527.671143
	Iteration 12Q: 3 clusters Score -6618132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6618218.500000 Penalty: 3527.671143
	Iteration 13Q: 3 clusters Score -6618218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -6618240.500000 Penalty: 3527.671143
	Iteration 14Q: 3 clusters Score -6618240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6618269.000000 Penalty: 3527.671143
	Iteration 15Q: 3 clusters Score -6618269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -6618280.500000 Penalty: 3527.671143
	Iteration 16Q: 3 clusters Score -6618280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6618291.000000 Penalty: 3527.671143
	Iteration 17Q: 3 clusters Score -6618291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -6618301.500000 Penalty: 3527.671143
	Iteration 18Q: 3 clusters Score -6618302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6618305.500000 Penalty: 3527.671143
	Iteration 19Q: 3 clusters Score -6618306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6618307.500000 Penalty: 3527.671143
	Iteration 20F: 3 clusters Score -6618308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6618309.000000 Penalty: 3527.671143
	Iteration 21Q: 3 clusters Score -6618309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6618316.000000 Penalty: 3527.671143
	Iteration 22Q: 3 clusters Score -6618316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -6618317.500000 Penalty: 3527.671143
	Iteration 23Q: 3 clusters Score -6618318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -6618321.000000 Penalty: 3527.671143
	Iteration 24Q: 3 clusters Score -6618321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6618324.000000 Penalty: 3527.671143
	Iteration 25Q: 3 clusters Score -6618324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -6618323.500000 Penalty: 3527.671143
	Iteration 26Q: 3 clusters Score -6618324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6618329.500000 Penalty: 3527.671143
	Iteration 27Q: 3 clusters Score -6618330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -6618335.000000 Penalty: 3527.671143
	Iteration 28Q: 3 clusters Score -6618335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6618341.500000 Penalty: 3527.671143
	Iteration 29Q: 3 clusters Score -6618342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6618341.500000 Penalty: 3527.671143
	Iteration 30F: 3 clusters Score -6618342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -59225.050781 Penalty: 1065.476440
	Iteration 0F: 2 clusters Score -59225.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58408.300781 Penalty: 2130.952881
	Iteration 0F: 3 clusters Score -58408.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60103.640625 Penalty: 2130.952881
	Iteration 1F: 3 clusters Score -60103.64 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61023.597656 Penalty: 2130.952881
	Iteration 2F: 3 clusters Score -61023.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61337.324219 Penalty: 2130.952881
	Iteration 3F: 3 clusters Score -61337.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61474.578125 Penalty: 2130.952881
	Iteration 4Q: 3 clusters Score -61474.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61528.156250 Penalty: 2130.952881
	Iteration 5Q: 3 clusters Score -61528.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61537.894531 Penalty: 2130.952881
	Iteration 6Q: 3 clusters Score -61537.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61542.246094 Penalty: 2130.952881
	Iteration 7Q: 3 clusters Score -61542.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61542.246094 Penalty: 2130.952881
	Iteration 8F: 3 clusters Score -61542.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 67978 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 8 contains 56386 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 117430 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44432 members 
Entering Unmasked Estep 
Score: -61581420.000000 Penalty: 36216.003906
Splitting cluster 10 changes total score from -61571404.000000 to -61581420.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 11 (41825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Entering Unmasked Estep 
Score: -5136917.000000 Penalty: 1729.203125
	Iteration 0F: 2 clusters Score -5136917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5109062.000000 Penalty: 3458.406250
	Iteration 0F: 3 clusters Score -5109062 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5119958.000000 Penalty: 3458.406250
	Iteration 1F: 3 clusters Score -5119958 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5120437.000000 Penalty: 3458.406250
	Iteration 2Q: 3 clusters Score -5120437 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5120880.000000 Penalty: 3458.406250
	Iteration 3Q: 3 clusters Score -5120880 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5121370.000000 Penalty: 3458.406250
	Iteration 4Q: 3 clusters Score -5121370 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5121956.000000 Penalty: 3458.406250
	Iteration 5Q: 3 clusters Score -5121956 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5122656.500000 Penalty: 3458.406250
	Iteration 6Q: 3 clusters Score -5122656 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -5123660.000000 Penalty: 3458.406250
	Iteration 7Q: 3 clusters Score -5123660 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5124992.500000 Penalty: 3458.406250
	Iteration 8Q: 3 clusters Score -5124992 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5126597.500000 Penalty: 3458.406250
	Iteration 9F: 3 clusters Score -5126598 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5127833.500000 Penalty: 3458.406250
	Iteration 10F: 3 clusters Score -5127834 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5128410.000000 Penalty: 3458.406250
	Iteration 11Q: 3 clusters Score -5128410 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5128606.500000 Penalty: 3458.406250
	Iteration 12Q: 3 clusters Score -5128606 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5128726.000000 Penalty: 3458.406250
	Iteration 13Q: 3 clusters Score -5128726 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -5128820.000000 Penalty: 3458.406250
	Iteration 14Q: 3 clusters Score -5128820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5128905.500000 Penalty: 3458.406250
	Iteration 15Q: 3 clusters Score -5128906 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5128952.000000 Penalty: 3458.406250
	Iteration 16Q: 3 clusters Score -5128952 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5129018.500000 Penalty: 3458.406250
	Iteration 17Q: 3 clusters Score -5129018 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5129078.500000 Penalty: 3458.406250
	Iteration 18Q: 3 clusters Score -5129078 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5129155.000000 Penalty: 3458.406250
	Iteration 19Q: 3 clusters Score -5129155 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -5129222.000000 Penalty: 3458.406250
	Iteration 20F: 3 clusters Score -5129222 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5129291.500000 Penalty: 3458.406250
	Iteration 21Q: 3 clusters Score -5129292 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5129385.500000 Penalty: 3458.406250
	Iteration 22Q: 3 clusters Score -5129386 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5129446.000000 Penalty: 3458.406250
	Iteration 23Q: 3 clusters Score -5129446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5129542.000000 Penalty: 3458.406250
	Iteration 24Q: 3 clusters Score -5129542 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5129580.500000 Penalty: 3458.406250
	Iteration 25Q: 3 clusters Score -5129580 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5129635.500000 Penalty: 3458.406250
	Iteration 26Q: 3 clusters Score -5129636 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -5129659.000000 Penalty: 3458.406250
	Iteration 27Q: 3 clusters Score -5129659 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5129701.000000 Penalty: 3458.406250
	Iteration 28Q: 3 clusters Score -5129701 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -5129750.000000 Penalty: 3458.406250
	Iteration 29Q: 3 clusters Score -5129750 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5129810.500000 Penalty: 3458.406250
	Iteration 30Q: 3 clusters Score -5129810 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5129894.500000 Penalty: 3458.406250
	Iteration 31Q: 3 clusters Score -5129894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -5129960.000000 Penalty: 3458.406250
	Iteration 32Q: 3 clusters Score -5129960 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5129999.000000 Penalty: 3458.406250
	Iteration 33Q: 3 clusters Score -5129999 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5130020.000000 Penalty: 3458.406250
	Iteration 34Q: 3 clusters Score -5130020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -5130038.000000 Penalty: 3458.406250
	Iteration 35Q: 3 clusters Score -5130038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5130053.000000 Penalty: 3458.406250
	Iteration 36Q: 3 clusters Score -5130053 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5130080.500000 Penalty: 3458.406250
	Iteration 37Q: 3 clusters Score -5130080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5130105.000000 Penalty: 3458.406250
	Iteration 38Q: 3 clusters Score -5130105 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5130137.000000 Penalty: 3458.406250
	Iteration 39Q: 3 clusters Score -5130137 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5130156.000000 Penalty: 3458.406250
	Iteration 40F: 3 clusters Score -5130156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5130202.000000 Penalty: 3458.406250
	Iteration 41Q: 3 clusters Score -5130202 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5130220.000000 Penalty: 3458.406250
	Iteration 42Q: 3 clusters Score -5130220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -5130254.000000 Penalty: 3458.406250
	Iteration 43Q: 3 clusters Score -5130254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5130265.500000 Penalty: 3458.406250
	Iteration 44Q: 3 clusters Score -5130266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5130272.500000 Penalty: 3458.406250
	Iteration 45Q: 3 clusters Score -5130272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5130306.000000 Penalty: 3458.406250
	Iteration 46Q: 3 clusters Score -5130306 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5130326.500000 Penalty: 3458.406250
	Iteration 47Q: 3 clusters Score -5130326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5130345.000000 Penalty: 3458.406250
	Iteration 48Q: 3 clusters Score -5130345 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5130356.500000 Penalty: 3458.406250
	Iteration 49Q: 3 clusters Score -5130356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5130364.000000 Penalty: 3458.406250
	Iteration 50Q: 3 clusters Score -5130364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5130376.000000 Penalty: 3458.406250
	Iteration 51Q: 3 clusters Score -5130376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5130379.500000 Penalty: 3458.406250
	Iteration 52Q: 3 clusters Score -5130380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5130386.500000 Penalty: 3458.406250
	Iteration 53Q: 3 clusters Score -5130386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5130383.500000 Penalty: 3458.406250
	Iteration 54Q: 3 clusters Score -5130384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5130382.000000 Penalty: 3458.406250
	Iteration 55Q: 3 clusters Score -5130382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -5130387.000000 Penalty: 3458.406250
	Iteration 56Q: 3 clusters Score -5130387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -5130384.500000 Penalty: 3458.406250
	Iteration 57Q: 3 clusters Score -5130384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5130391.500000 Penalty: 3458.406250
	Iteration 58Q: 3 clusters Score -5130392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5130397.000000 Penalty: 3458.406250
	Iteration 59Q: 3 clusters Score -5130397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5130410.000000 Penalty: 3458.406250
	Iteration 60F: 3 clusters Score -5130410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5130415.500000 Penalty: 3458.406250
	Iteration 61Q: 3 clusters Score -5130416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5130415.500000 Penalty: 3458.406250
	Iteration 62Q: 3 clusters Score -5130416 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5130430.500000 Penalty: 3458.406250
	Iteration 63Q: 3 clusters Score -5130430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5130445.500000 Penalty: 3458.406250
	Iteration 64Q: 3 clusters Score -5130446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5130461.500000 Penalty: 3458.406250
	Iteration 65Q: 3 clusters Score -5130462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5130466.000000 Penalty: 3458.406250
	Iteration 66Q: 3 clusters Score -5130466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5130497.000000 Penalty: 3458.406250
	Iteration 67Q: 3 clusters Score -5130497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5130512.500000 Penalty: 3458.406250
	Iteration 68Q: 3 clusters Score -5130512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5130523.000000 Penalty: 3458.406250
	Iteration 69Q: 3 clusters Score -5130523 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5130520.000000 Penalty: 3458.406250
	Iteration 70Q: 3 clusters Score -5130520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5130548.500000 Penalty: 3458.406250
	Iteration 71Q: 3 clusters Score -5130548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -5130574.500000 Penalty: 3458.406250
	Iteration 72Q: 3 clusters Score -5130574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5130597.500000 Penalty: 3458.406250
	Iteration 73Q: 3 clusters Score -5130598 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5130597.000000 Penalty: 3458.406250
	Iteration 74Q: 3 clusters Score -5130597 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5130630.500000 Penalty: 3458.406250
	Iteration 75Q: 3 clusters Score -5130630 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5130672.500000 Penalty: 3458.406250
	Iteration 76Q: 3 clusters Score -5130672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5130702.500000 Penalty: 3458.406250
	Iteration 77Q: 3 clusters Score -5130702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5130696.500000 Penalty: 3458.406250
	Iteration 78Q: 3 clusters Score -5130696 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -5130717.500000 Penalty: 3458.406250
	Iteration 79Q: 3 clusters Score -5130718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -5130739.500000 Penalty: 3458.406250
	Iteration 80F: 3 clusters Score -5130740 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5130751.000000 Penalty: 3458.406250
	Iteration 81Q: 3 clusters Score -5130751 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -5130769.500000 Penalty: 3458.406250
	Iteration 82Q: 3 clusters Score -5130770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5130774.500000 Penalty: 3458.406250
	Iteration 83Q: 3 clusters Score -5130774 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -5130806.500000 Penalty: 3458.406250
	Iteration 84Q: 3 clusters Score -5130806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5130825.000000 Penalty: 3458.406250
	Iteration 85Q: 3 clusters Score -5130825 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5130861.000000 Penalty: 3458.406250
	Iteration 86Q: 3 clusters Score -5130861 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5130881.500000 Penalty: 3458.406250
	Iteration 87Q: 3 clusters Score -5130882 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5130898.000000 Penalty: 3458.406250
	Iteration 88Q: 3 clusters Score -5130898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -5130903.000000 Penalty: 3458.406250
	Iteration 89Q: 3 clusters Score -5130903 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5130918.000000 Penalty: 3458.406250
	Iteration 90Q: 3 clusters Score -5130918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -5130943.000000 Penalty: 3458.406250
	Iteration 91Q: 3 clusters Score -5130943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5130953.000000 Penalty: 3458.406250
	Iteration 92Q: 3 clusters Score -5130953 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5130978.000000 Penalty: 3458.406250
	Iteration 93Q: 3 clusters Score -5130978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5130993.500000 Penalty: 3458.406250
	Iteration 94Q: 3 clusters Score -5130994 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5131028.000000 Penalty: 3458.406250
	Iteration 95Q: 3 clusters Score -5131028 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5131057.000000 Penalty: 3458.406250
	Iteration 96Q: 3 clusters Score -5131057 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5131084.500000 Penalty: 3458.406250
	Iteration 97Q: 3 clusters Score -5131084 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -5131087.000000 Penalty: 3458.406250
	Iteration 98Q: 3 clusters Score -5131087 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5131133.000000 Penalty: 3458.406250
	Iteration 99Q: 3 clusters Score -5131133 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5131181.000000 Penalty: 3458.406250
	Iteration 100F: 3 clusters Score -5131181 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5131230.500000 Penalty: 3458.406250
	Iteration 101Q: 3 clusters Score -5131230 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5131266.000000 Penalty: 3458.406250
	Iteration 102Q: 3 clusters Score -5131266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5131291.000000 Penalty: 3458.406250
	Iteration 103Q: 3 clusters Score -5131291 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -5131344.500000 Penalty: 3458.406250
	Iteration 104Q: 3 clusters Score -5131344 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5131394.500000 Penalty: 3458.406250
	Iteration 105Q: 3 clusters Score -5131394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -5131430.000000 Penalty: 3458.406250
	Iteration 106Q: 3 clusters Score -5131430 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -5131473.000000 Penalty: 3458.406250
	Iteration 107Q: 3 clusters Score -5131473 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5131480.000000 Penalty: 3458.406250
	Iteration 108Q: 3 clusters Score -5131480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -5131525.500000 Penalty: 3458.406250
	Iteration 109Q: 3 clusters Score -5131526 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -5131567.000000 Penalty: 3458.406250
	Iteration 110Q: 3 clusters Score -5131567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5131618.000000 Penalty: 3458.406250
	Iteration 111Q: 3 clusters Score -5131618 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5131664.000000 Penalty: 3458.406250
	Iteration 112Q: 3 clusters Score -5131664 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5131726.000000 Penalty: 3458.406250
	Iteration 113Q: 3 clusters Score -5131726 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5131761.500000 Penalty: 3458.406250
	Iteration 114Q: 3 clusters Score -5131762 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -5131847.000000 Penalty: 3458.406250
	Iteration 115Q: 3 clusters Score -5131847 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -5131910.000000 Penalty: 3458.406250
	Iteration 116Q: 3 clusters Score -5131910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5131975.000000 Penalty: 3458.406250
	Iteration 117Q: 3 clusters Score -5131975 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5132068.500000 Penalty: 3458.406250
	Iteration 118Q: 3 clusters Score -5132068 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5132156.500000 Penalty: 3458.406250
	Iteration 119Q: 3 clusters Score -5132156 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5132258.000000 Penalty: 3458.406250
	Iteration 120F: 3 clusters Score -5132258 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5132356.000000 Penalty: 3458.406250
	Iteration 121Q: 3 clusters Score -5132356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5132494.000000 Penalty: 3458.406250
	Iteration 122Q: 3 clusters Score -5132494 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5132640.500000 Penalty: 3458.406250
	Iteration 123Q: 3 clusters Score -5132640 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5132796.000000 Penalty: 3458.406250
	Iteration 124Q: 3 clusters Score -5132796 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5132997.000000 Penalty: 3458.406250
	Iteration 125Q: 3 clusters Score -5132997 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5133199.000000 Penalty: 3458.406250
	Iteration 126Q: 3 clusters Score -5133199 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5133411.500000 Penalty: 3458.406250
	Iteration 127Q: 3 clusters Score -5133412 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5133644.500000 Penalty: 3458.406250
	Iteration 128Q: 3 clusters Score -5133644 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5133920.000000 Penalty: 3458.406250
	Iteration 129Q: 3 clusters Score -5133920 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5134181.000000 Penalty: 3458.406250
	Iteration 130Q: 3 clusters Score -5134181 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5134418.000000 Penalty: 3458.406250
	Iteration 131Q: 3 clusters Score -5134418 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5134634.500000 Penalty: 3458.406250
	Iteration 132Q: 3 clusters Score -5134634 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5134804.000000 Penalty: 3458.406250
	Iteration 133Q: 3 clusters Score -5134804 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5134952.000000 Penalty: 3458.406250
	Iteration 134Q: 3 clusters Score -5134952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5135070.000000 Penalty: 3458.406250
	Iteration 135Q: 3 clusters Score -5135070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5135157.500000 Penalty: 3458.406250
	Iteration 136Q: 3 clusters Score -5135158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5135233.500000 Penalty: 3458.406250
	Iteration 137Q: 3 clusters Score -5135234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5135271.000000 Penalty: 3458.406250
	Iteration 138Q: 3 clusters Score -5135271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5135307.500000 Penalty: 3458.406250
	Iteration 139Q: 3 clusters Score -5135308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5135336.000000 Penalty: 3458.406250
	Iteration 140F: 3 clusters Score -5135336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5135349.000000 Penalty: 3458.406250
	Iteration 141Q: 3 clusters Score -5135349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5135360.000000 Penalty: 3458.406250
	Iteration 142Q: 3 clusters Score -5135360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5135384.500000 Penalty: 3458.406250
	Iteration 143Q: 3 clusters Score -5135384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5135385.500000 Penalty: 3458.406250
	Iteration 144Q: 3 clusters Score -5135386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5135394.000000 Penalty: 3458.406250
	Iteration 145Q: 3 clusters Score -5135394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5135400.500000 Penalty: 3458.406250
	Iteration 146Q: 3 clusters Score -5135400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5135408.500000 Penalty: 3458.406250
	Iteration 147Q: 3 clusters Score -5135408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5135415.000000 Penalty: 3458.406250
	Iteration 148Q: 3 clusters Score -5135415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5135428.000000 Penalty: 3458.406250
	Iteration 149Q: 3 clusters Score -5135428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5135434.000000 Penalty: 3458.406250
	Iteration 150Q: 3 clusters Score -5135434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5135433.000000 Penalty: 3458.406250
	Iteration 151Q: 3 clusters Score -5135433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5135438.500000 Penalty: 3458.406250
	Iteration 152Q: 3 clusters Score -5135438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5135436.500000 Penalty: 3458.406250
	Iteration 153Q: 3 clusters Score -5135436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5135447.000000 Penalty: 3458.406250
	Iteration 154Q: 3 clusters Score -5135447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5135452.500000 Penalty: 3458.406250
	Iteration 155Q: 3 clusters Score -5135452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5135452.000000 Penalty: 3458.406250
	Iteration 156Q: 3 clusters Score -5135452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5135450.500000 Penalty: 3458.406250
	Iteration 157Q: 3 clusters Score -5135450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5135454.500000 Penalty: 3458.406250
	Iteration 158Q: 3 clusters Score -5135454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5135456.000000 Penalty: 3458.406250
	Iteration 159Q: 3 clusters Score -5135456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5135460.000000 Penalty: 3458.406250
	Iteration 160F: 3 clusters Score -5135460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5135459.000000 Penalty: 3458.406250
	Iteration 161Q: 3 clusters Score -5135459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5135461.000000 Penalty: 3458.406250
	Iteration 162Q: 3 clusters Score -5135461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5135465.500000 Penalty: 3458.406250
	Iteration 163Q: 3 clusters Score -5135466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5135466.500000 Penalty: 3458.406250
	Iteration 164Q: 3 clusters Score -5135466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5135468.500000 Penalty: 3458.406250
	Iteration 165Q: 3 clusters Score -5135468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5135471.500000 Penalty: 3458.406250
	Iteration 166Q: 3 clusters Score -5135472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5135470.500000 Penalty: 3458.406250
	Iteration 167Q: 3 clusters Score -5135470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5135470.000000 Penalty: 3458.406250
	Iteration 168Q: 3 clusters Score -5135470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5135469.000000 Penalty: 3458.406250
	Iteration 169Q: 3 clusters Score -5135469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5135469.000000 Penalty: 3458.406250
	Iteration 170F: 3 clusters Score -5135469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (117430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117430 members 
Entering Unmasked Estep 
Score: -14913939.000000 Penalty: 1896.959595
	Iteration 0F: 2 clusters Score -1.491394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -14849641.000000 Penalty: 3793.919189
	Iteration 0F: 3 clusters Score -1.484964e+07 nChanged 56334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -14882104.000000 Penalty: 3793.919189
	Iteration 1F: 3 clusters Score -1.48821e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -14882693.000000 Penalty: 3793.919189
	Iteration 2Q: 3 clusters Score -1.488269e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -14883331.000000 Penalty: 3793.919189
	Iteration 3Q: 3 clusters Score -1.488333e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -14884156.000000 Penalty: 3793.919189
	Iteration 4Q: 3 clusters Score -1.488416e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -14885373.000000 Penalty: 3793.919189
	Iteration 5Q: 3 clusters Score -1.488537e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -14887180.000000 Penalty: 3793.919189
	Iteration 6Q: 3 clusters Score -1.488718e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -14890201.000000 Penalty: 3793.919189
	Iteration 7F: 3 clusters Score -1.48902e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -14894388.000000 Penalty: 3793.919189
	Iteration 8F: 3 clusters Score -1.489439e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -14899719.000000 Penalty: 3793.919189
	Iteration 9F: 3 clusters Score -1.489972e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -14904585.000000 Penalty: 3793.919189
	Iteration 10F: 3 clusters Score -1.490458e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -14907338.000000 Penalty: 3793.919189
	Iteration 11Q: 3 clusters Score -1.490734e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -14908206.000000 Penalty: 3793.919189
	Iteration 12Q: 3 clusters Score -1.490821e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -14908544.000000 Penalty: 3793.919189
	Iteration 13Q: 3 clusters Score -1.490854e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -14908699.000000 Penalty: 3793.919189
	Iteration 14Q: 3 clusters Score -1.49087e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -14908826.000000 Penalty: 3793.919189
	Iteration 15Q: 3 clusters Score -1.490883e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -14908985.000000 Penalty: 3793.919189
	Iteration 16Q: 3 clusters Score -1.490898e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -14909214.000000 Penalty: 3793.919189
	Iteration 17Q: 3 clusters Score -1.490921e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -14909424.000000 Penalty: 3793.919189
	Iteration 18Q: 3 clusters Score -1.490942e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -14909582.000000 Penalty: 3793.919189
	Iteration 19Q: 3 clusters Score -1.490958e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -14909741.000000 Penalty: 3793.919189
	Iteration 20F: 3 clusters Score -1.490974e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -14909978.000000 Penalty: 3793.919189
	Iteration 21Q: 3 clusters Score -1.490998e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -14910241.000000 Penalty: 3793.919189
	Iteration 22Q: 3 clusters Score -1.491024e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -14910517.000000 Penalty: 3793.919189
	Iteration 23Q: 3 clusters Score -1.491052e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -14910867.000000 Penalty: 3793.919189
	Iteration 24Q: 3 clusters Score -1.491087e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -14911251.000000 Penalty: 3793.919189
	Iteration 25Q: 3 clusters Score -1.491125e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -14911664.000000 Penalty: 3793.919189
	Iteration 26Q: 3 clusters Score -1.491166e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -14912123.000000 Penalty: 3793.919189
	Iteration 27Q: 3 clusters Score -1.491212e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -14912670.000000 Penalty: 3793.919189
	Iteration 28Q: 3 clusters Score -1.491267e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -14913191.000000 Penalty: 3793.919189
	Iteration 29Q: 3 clusters Score -1.491319e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -14913697.000000 Penalty: 3793.919189
	Iteration 30Q: 3 clusters Score -1.49137e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -14914108.000000 Penalty: 3793.919189
	Iteration 31Q: 3 clusters Score -1.491411e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -14914526.000000 Penalty: 3793.919189
	Iteration 32Q: 3 clusters Score -1.491453e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -14914804.000000 Penalty: 3793.919189
	Iteration 33Q: 3 clusters Score -1.49148e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -14915048.000000 Penalty: 3793.919189
	Iteration 34Q: 3 clusters Score -1.491505e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -14915308.000000 Penalty: 3793.919189
	Iteration 35Q: 3 clusters Score -1.491531e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -14915524.000000 Penalty: 3793.919189
	Iteration 36Q: 3 clusters Score -1.491552e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -14915676.000000 Penalty: 3793.919189
	Iteration 37Q: 3 clusters Score -1.491568e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -14915777.000000 Penalty: 3793.919189
	Iteration 38Q: 3 clusters Score -1.491578e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -14915827.000000 Penalty: 3793.919189
	Iteration 39Q: 3 clusters Score -1.491583e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -14915985.000000 Penalty: 3793.919189
	Iteration 40F: 3 clusters Score -1.491598e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -14916094.000000 Penalty: 3793.919189
	Iteration 41Q: 3 clusters Score -1.491609e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -14916204.000000 Penalty: 3793.919189
	Iteration 42Q: 3 clusters Score -1.49162e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -14916276.000000 Penalty: 3793.919189
	Iteration 43Q: 3 clusters Score -1.491628e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -14916350.000000 Penalty: 3793.919189
	Iteration 44Q: 3 clusters Score -1.491635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -14916440.000000 Penalty: 3793.919189
	Iteration 45Q: 3 clusters Score -1.491644e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -14916524.000000 Penalty: 3793.919189
	Iteration 46Q: 3 clusters Score -1.491652e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -14916633.000000 Penalty: 3793.919189
	Iteration 47Q: 3 clusters Score -1.491663e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -14916643.000000 Penalty: 3793.919189
	Iteration 48Q: 3 clusters Score -1.491664e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -14916757.000000 Penalty: 3793.919189
	Iteration 49Q: 3 clusters Score -1.491676e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -14916952.000000 Penalty: 3793.919189
	Iteration 50Q: 3 clusters Score -1.491695e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -14917186.000000 Penalty: 3793.919189
	Iteration 51Q: 3 clusters Score -1.491719e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -14917375.000000 Penalty: 3793.919189
	Iteration 52Q: 3 clusters Score -1.491738e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -14917612.000000 Penalty: 3793.919189
	Iteration 53Q: 3 clusters Score -1.491761e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -14917829.000000 Penalty: 3793.919189
	Iteration 54Q: 3 clusters Score -1.491783e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -14918242.000000 Penalty: 3793.919189
	Iteration 55Q: 3 clusters Score -1.491824e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -14918532.000000 Penalty: 3793.919189
	Iteration 56Q: 3 clusters Score -1.491853e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -14918953.000000 Penalty: 3793.919189
	Iteration 57Q: 3 clusters Score -1.491895e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -14919465.000000 Penalty: 3793.919189
	Iteration 58Q: 3 clusters Score -1.491946e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -14919878.000000 Penalty: 3793.919189
	Iteration 59Q: 3 clusters Score -1.491988e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -14920302.000000 Penalty: 3793.919189
	Iteration 60F: 3 clusters Score -1.49203e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -14920665.000000 Penalty: 3793.919189
	Iteration 61Q: 3 clusters Score -1.492066e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -14921098.000000 Penalty: 3793.919189
	Iteration 62Q: 3 clusters Score -1.49211e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -14921552.000000 Penalty: 3793.919189
	Iteration 63Q: 3 clusters Score -1.492155e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -14922024.000000 Penalty: 3793.919189
	Iteration 64Q: 3 clusters Score -1.492202e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -14922576.000000 Penalty: 3793.919189
	Iteration 65Q: 3 clusters Score -1.492258e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -14923058.000000 Penalty: 3793.919189
	Iteration 66Q: 3 clusters Score -1.492306e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -14923418.000000 Penalty: 3793.919189
	Iteration 67Q: 3 clusters Score -1.492342e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -14923645.000000 Penalty: 3793.919189
	Iteration 68Q: 3 clusters Score -1.492364e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -14923853.000000 Penalty: 3793.919189
	Iteration 69Q: 3 clusters Score -1.492385e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -14924207.000000 Penalty: 3793.919189
	Iteration 70Q: 3 clusters Score -1.492421e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -14924456.000000 Penalty: 3793.919189
	Iteration 71Q: 3 clusters Score -1.492446e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -14924653.000000 Penalty: 3793.919189
	Iteration 72Q: 3 clusters Score -1.492465e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -14924812.000000 Penalty: 3793.919189
	Iteration 73Q: 3 clusters Score -1.492481e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -14924890.000000 Penalty: 3793.919189
	Iteration 74Q: 3 clusters Score -1.492489e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -14924916.000000 Penalty: 3793.919189
	Iteration 75Q: 3 clusters Score -1.492492e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -14924986.000000 Penalty: 3793.919189
	Iteration 76Q: 3 clusters Score -1.492499e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -14925005.000000 Penalty: 3793.919189
	Iteration 77Q: 3 clusters Score -1.4925e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -14925010.000000 Penalty: 3793.919189
	Iteration 78Q: 3 clusters Score -1.492501e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -14925069.000000 Penalty: 3793.919189
	Iteration 79Q: 3 clusters Score -1.492507e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -14925087.000000 Penalty: 3793.919189
	Iteration 80F: 3 clusters Score -1.492509e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -14925048.000000 Penalty: 3793.919189
	Iteration 81Q: 3 clusters Score -1.492505e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -14925050.000000 Penalty: 3793.919189
	Iteration 82Q: 3 clusters Score -1.492505e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -14925061.000000 Penalty: 3793.919189
	Iteration 83Q: 3 clusters Score -1.492506e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -14925077.000000 Penalty: 3793.919189
	Iteration 84Q: 3 clusters Score -1.492508e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -14925077.000000 Penalty: 3793.919189
	Iteration 85Q: 3 clusters Score -1.492508e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -14925075.000000 Penalty: 3793.919189
	Iteration 86Q: 3 clusters Score -1.492508e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -14925070.000000 Penalty: 3793.919189
	Iteration 87Q: 3 clusters Score -1.492507e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -14925084.000000 Penalty: 3793.919189
	Iteration 88Q: 3 clusters Score -1.492508e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -14925104.000000 Penalty: 3793.919189
	Iteration 89Q: 3 clusters Score -1.49251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -14925073.000000 Penalty: 3793.919189
	Iteration 90Q: 3 clusters Score -1.492507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -14925065.000000 Penalty: 3793.919189
	Iteration 91Q: 3 clusters Score -1.492506e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -14925059.000000 Penalty: 3793.919189
	Iteration 92Q: 3 clusters Score -1.492506e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -14925071.000000 Penalty: 3793.919189
	Iteration 93Q: 3 clusters Score -1.492507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -14925053.000000 Penalty: 3793.919189
	Iteration 94Q: 3 clusters Score -1.492505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -14925066.000000 Penalty: 3793.919189
	Iteration 95Q: 3 clusters Score -1.492507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -14925076.000000 Penalty: 3793.919189
	Iteration 96Q: 3 clusters Score -1.492508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -14925080.000000 Penalty: 3793.919189
	Iteration 97Q: 3 clusters Score -1.492508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -14925078.000000 Penalty: 3793.919189
	Iteration 98Q: 3 clusters Score -1.492508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -14925068.000000 Penalty: 3793.919189
	Iteration 99Q: 3 clusters Score -1.492507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -14925070.000000 Penalty: 3793.919189
	Iteration 100F: 3 clusters Score -1.492507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -14925078.000000 Penalty: 3793.919189
	Iteration 101Q: 3 clusters Score -1.492508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -14925070.000000 Penalty: 3793.919189
	Iteration 102Q: 3 clusters Score -1.492507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -14925066.000000 Penalty: 3793.919189
	Iteration 103Q: 3 clusters Score -1.492507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -14925067.000000 Penalty: 3793.919189
	Iteration 104Q: 3 clusters Score -1.492507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -14925059.000000 Penalty: 3793.919189
	Iteration 105Q: 3 clusters Score -1.492506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -14925056.000000 Penalty: 3793.919189
	Iteration 106Q: 3 clusters Score -1.492506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -14925055.000000 Penalty: 3793.919189
	Iteration 107Q: 3 clusters Score -1.492506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -14925055.000000 Penalty: 3793.919189
	Iteration 108F: 3 clusters Score -1.492506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 67978 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 8 contains 56386 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 52837 members 
Mstep: Class 13 contains 64593 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44432 members 
Entering Unmasked Estep 
Score: -61591960.000000 Penalty: 38346.355469
Splitting cluster 12 changes total score from -61571404.000000 to -61591960.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -42758.140625 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -42758.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41841.667969 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -41841.67 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42026.804688 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -42026.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42113.183594 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -42113.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42176.769531 Penalty: 1954.457520
	Iteration 3F: 3 clusters Score -42176.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42233.269531 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -42233.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42296.535156 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -42296.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42360.593750 Penalty: 1954.457520
	Iteration 6F: 3 clusters Score -42360.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42416.660156 Penalty: 1954.457520
	Iteration 7F: 3 clusters Score -42416.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42499.707031 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -42499.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42655.597656 Penalty: 1954.457520
	Iteration 9F: 3 clusters Score -42655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42765.125000 Penalty: 1954.457520
	Iteration 10F: 3 clusters Score -42765.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42837.089844 Penalty: 1954.457520
	Iteration 11Q: 3 clusters Score -42837.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42917.847656 Penalty: 1954.457520
	Iteration 12Q: 3 clusters Score -42917.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42948.867188 Penalty: 1954.457520
	Iteration 13Q: 3 clusters Score -42948.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42975.390625 Penalty: 1954.457520
	Iteration 14Q: 3 clusters Score -42975.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42982.113281 Penalty: 1954.457520
	Iteration 15Q: 3 clusters Score -42982.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42983.632812 Penalty: 1954.457520
	Iteration 16Q: 3 clusters Score -42983.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43014.785156 Penalty: 1954.457520
	Iteration 17F: 3 clusters Score -43014.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43226.929688 Penalty: 1954.457520
	Iteration 18Q: 3 clusters Score -43226.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43255.191406 Penalty: 1954.457520
	Iteration 19Q: 3 clusters Score -43255.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43271.519531 Penalty: 1954.457520
	Iteration 20F: 3 clusters Score -43271.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 67978 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 8 contains 56386 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 52837 members 
Mstep: Class 13 contains 64593 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44432 members 
Entering Unmasked Estep 
Score: -61591300.000000 Penalty: 40476.707031
Splitting cluster 14 changes total score from -61571404.000000 to -61591300.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -17476.796875 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -17476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16832.722656 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -16832.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16917.695312 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -16917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16932.068359 Penalty: 1680.407349
	Iteration 2Q: 3 clusters Score -16932.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16932.068359 Penalty: 1680.407349
	Iteration 3F: 3 clusters Score -16932.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -587987.937500 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -587987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -583953.687500 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -583953.7 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -585205.812500 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -585205.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -585503.812500 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -585503.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -585786.187500 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -585786.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -586033.312500 Penalty: 2770.419434
	Iteration 4F: 3 clusters Score -586033.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -586233.812500 Penalty: 2770.419434
	Iteration 5F: 3 clusters Score -586233.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -586420.062500 Penalty: 2770.419434
	Iteration 6F: 3 clusters Score -586420.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -586593.750000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -586593.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -586786.250000 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -586786.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -587035.625000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -587035.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -587290.687500 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -587290.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -587449.750000 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -587449.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -587582.625000 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -587582.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -587671.562500 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -587671.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -587732.062500 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -587732.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -587780.187500 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -587780.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -587825.687500 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -587825.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -587854.937500 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -587854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -587863.812500 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -587863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -587876.312500 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -587876.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -587922.250000 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -587922.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -587949.187500 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -587949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -587965.937500 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -587965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -587979.187500 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -587979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -587982.750000 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -587982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -587983.437500 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -587983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -587983.375000 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -587983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -587983.625000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -587983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -587983.625000 Penalty: 2770.419434
	Iteration 28F: 3 clusters Score -587983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -131808.796875 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -131808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -130310.210938 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -130310.2 nChanged 317
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: -130563.968750 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -130564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130642.468750 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -130642.5 nChanged 48
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: -130685.375000 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -130685.4 nChanged 21
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: -130707.781250 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -130707.8 nChanged 10
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: -130716.171875 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -130716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -130722.867188 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -130722.9 nChanged 8
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: -130731.453125 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -130731.5 nChanged 11
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: -130743.023438 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -130743 nChanged 8
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: -130751.296875 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -130751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -130758.851562 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -130758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130763.875000 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -130763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130764.921875 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -130764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130765.445312 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -130765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130766.406250 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -130766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130766.976562 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -130767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130767.351562 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -130767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130767.351562 Penalty: 2260.257568
	Iteration 17F: 3 clusters Score -130767.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Entering Unmasked Estep 
Score: -5656314.500000 Penalty: 1739.028809
	Iteration 0F: 2 clusters Score -5656314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5626338.000000 Penalty: 3478.057617
	Iteration 0F: 3 clusters Score -5626338 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5638132.000000 Penalty: 3478.057617
	Iteration 1F: 3 clusters Score -5638132 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5638714.000000 Penalty: 3478.057617
	Iteration 2Q: 3 clusters Score -5638714 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5639305.500000 Penalty: 3478.057617
	Iteration 3Q: 3 clusters Score -5639306 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5640150.000000 Penalty: 3478.057617
	Iteration 4Q: 3 clusters Score -5640150 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -5641306.000000 Penalty: 3478.057617
	Iteration 5Q: 3 clusters Score -5641306 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -5642902.500000 Penalty: 3478.057617
	Iteration 6F: 3 clusters Score -5642902 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5645199.000000 Penalty: 3478.057617
	Iteration 7F: 3 clusters Score -5645199 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5647574.500000 Penalty: 3478.057617
	Iteration 8F: 3 clusters Score -5647574 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5649336.000000 Penalty: 3478.057617
	Iteration 9F: 3 clusters Score -5649336 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5650514.500000 Penalty: 3478.057617
	Iteration 10Q: 3 clusters Score -5650514 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5651137.500000 Penalty: 3478.057617
	Iteration 11Q: 3 clusters Score -5651138 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5651450.000000 Penalty: 3478.057617
	Iteration 12Q: 3 clusters Score -5651450 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5651667.500000 Penalty: 3478.057617
	Iteration 13Q: 3 clusters Score -5651668 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -5651819.500000 Penalty: 3478.057617
	Iteration 14Q: 3 clusters Score -5651820 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5651973.000000 Penalty: 3478.057617
	Iteration 15Q: 3 clusters Score -5651973 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5652066.000000 Penalty: 3478.057617
	Iteration 16Q: 3 clusters Score -5652066 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5652162.000000 Penalty: 3478.057617
	Iteration 17Q: 3 clusters Score -5652162 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5652231.000000 Penalty: 3478.057617
	Iteration 18Q: 3 clusters Score -5652231 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5652315.000000 Penalty: 3478.057617
	Iteration 19Q: 3 clusters Score -5652315 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -5652385.500000 Penalty: 3478.057617
	Iteration 20F: 3 clusters Score -5652386 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5652441.000000 Penalty: 3478.057617
	Iteration 21Q: 3 clusters Score -5652441 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5652475.000000 Penalty: 3478.057617
	Iteration 22Q: 3 clusters Score -5652475 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -5652502.500000 Penalty: 3478.057617
	Iteration 23Q: 3 clusters Score -5652502 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5652555.000000 Penalty: 3478.057617
	Iteration 24Q: 3 clusters Score -5652555 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5652581.500000 Penalty: 3478.057617
	Iteration 25Q: 3 clusters Score -5652582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5652625.000000 Penalty: 3478.057617
	Iteration 26Q: 3 clusters Score -5652625 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5652662.000000 Penalty: 3478.057617
	Iteration 27Q: 3 clusters Score -5652662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5652694.000000 Penalty: 3478.057617
	Iteration 28Q: 3 clusters Score -5652694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5652719.500000 Penalty: 3478.057617
	Iteration 29Q: 3 clusters Score -5652720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5652755.500000 Penalty: 3478.057617
	Iteration 30Q: 3 clusters Score -5652756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5652783.500000 Penalty: 3478.057617
	Iteration 31Q: 3 clusters Score -5652784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5652783.500000 Penalty: 3478.057617
	Iteration 32Q: 3 clusters Score -5652784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5652795.000000 Penalty: 3478.057617
	Iteration 33Q: 3 clusters Score -5652795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5652803.000000 Penalty: 3478.057617
	Iteration 34Q: 3 clusters Score -5652803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5652813.000000 Penalty: 3478.057617
	Iteration 35Q: 3 clusters Score -5652813 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5652794.500000 Penalty: 3478.057617
	Iteration 36Q: 3 clusters Score -5652794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5652800.500000 Penalty: 3478.057617
	Iteration 37Q: 3 clusters Score -5652800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5652803.500000 Penalty: 3478.057617
	Iteration 38Q: 3 clusters Score -5652804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -5652830.500000 Penalty: 3478.057617
	Iteration 39Q: 3 clusters Score -5652830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5652832.500000 Penalty: 3478.057617
	Iteration 40F: 3 clusters Score -5652832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5652826.500000 Penalty: 3478.057617
	Iteration 41Q: 3 clusters Score -5652826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5652826.000000 Penalty: 3478.057617
	Iteration 42Q: 3 clusters Score -5652826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5652838.500000 Penalty: 3478.057617
	Iteration 43Q: 3 clusters Score -5652838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -5652847.500000 Penalty: 3478.057617
	Iteration 44Q: 3 clusters Score -5652848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5652866.000000 Penalty: 3478.057617
	Iteration 45Q: 3 clusters Score -5652866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5652894.500000 Penalty: 3478.057617
	Iteration 46Q: 3 clusters Score -5652894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5652901.000000 Penalty: 3478.057617
	Iteration 47Q: 3 clusters Score -5652901 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5652921.500000 Penalty: 3478.057617
	Iteration 48Q: 3 clusters Score -5652922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5652930.500000 Penalty: 3478.057617
	Iteration 49Q: 3 clusters Score -5652930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -5652935.000000 Penalty: 3478.057617
	Iteration 50Q: 3 clusters Score -5652935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5652952.000000 Penalty: 3478.057617
	Iteration 51Q: 3 clusters Score -5652952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5652958.000000 Penalty: 3478.057617
	Iteration 52Q: 3 clusters Score -5652958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5652961.500000 Penalty: 3478.057617
	Iteration 53Q: 3 clusters Score -5652962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5652961.500000 Penalty: 3478.057617
	Iteration 54Q: 3 clusters Score -5652962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -5652967.500000 Penalty: 3478.057617
	Iteration 55Q: 3 clusters Score -5652968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5652980.000000 Penalty: 3478.057617
	Iteration 56Q: 3 clusters Score -5652980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5652986.500000 Penalty: 3478.057617
	Iteration 57Q: 3 clusters Score -5652986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5652989.500000 Penalty: 3478.057617
	Iteration 58Q: 3 clusters Score -5652990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5652980.500000 Penalty: 3478.057617
	Iteration 59Q: 3 clusters Score -5652980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5652978.500000 Penalty: 3478.057617
	Iteration 60F: 3 clusters Score -5652978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5652969.000000 Penalty: 3478.057617
	Iteration 61Q: 3 clusters Score -5652969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -5652975.000000 Penalty: 3478.057617
	Iteration 62Q: 3 clusters Score -5652975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5652993.000000 Penalty: 3478.057617
	Iteration 63Q: 3 clusters Score -5652993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -5652997.000000 Penalty: 3478.057617
	Iteration 64Q: 3 clusters Score -5652997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5652998.000000 Penalty: 3478.057617
	Iteration 65Q: 3 clusters Score -5652998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5652994.000000 Penalty: 3478.057617
	Iteration 66Q: 3 clusters Score -5652994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5652987.500000 Penalty: 3478.057617
	Iteration 67Q: 3 clusters Score -5652988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5652979.000000 Penalty: 3478.057617
	Iteration 68Q: 3 clusters Score -5652979 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5652988.500000 Penalty: 3478.057617
	Iteration 69Q: 3 clusters Score -5652988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5652994.000000 Penalty: 3478.057617
	Iteration 70Q: 3 clusters Score -5652994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5653000.000000 Penalty: 3478.057617
	Iteration 71Q: 3 clusters Score -5653000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -5653021.500000 Penalty: 3478.057617
	Iteration 72Q: 3 clusters Score -5653022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5653044.000000 Penalty: 3478.057617
	Iteration 73Q: 3 clusters Score -5653044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5653057.000000 Penalty: 3478.057617
	Iteration 74Q: 3 clusters Score -5653057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5653058.500000 Penalty: 3478.057617
	Iteration 75Q: 3 clusters Score -5653058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5653055.000000 Penalty: 3478.057617
	Iteration 76Q: 3 clusters Score -5653055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5653057.000000 Penalty: 3478.057617
	Iteration 77Q: 3 clusters Score -5653057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5653060.000000 Penalty: 3478.057617
	Iteration 78Q: 3 clusters Score -5653060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5653068.000000 Penalty: 3478.057617
	Iteration 79Q: 3 clusters Score -5653068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5653081.500000 Penalty: 3478.057617
	Iteration 80F: 3 clusters Score -5653082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5653083.000000 Penalty: 3478.057617
	Iteration 81Q: 3 clusters Score -5653083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5653107.000000 Penalty: 3478.057617
	Iteration 82Q: 3 clusters Score -5653107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5653094.000000 Penalty: 3478.057617
	Iteration 83Q: 3 clusters Score -5653094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5653092.500000 Penalty: 3478.057617
	Iteration 84Q: 3 clusters Score -5653092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5653102.000000 Penalty: 3478.057617
	Iteration 85Q: 3 clusters Score -5653102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5653103.500000 Penalty: 3478.057617
	Iteration 86Q: 3 clusters Score -5653104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5653118.000000 Penalty: 3478.057617
	Iteration 87Q: 3 clusters Score -5653118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5653117.500000 Penalty: 3478.057617
	Iteration 88Q: 3 clusters Score -5653118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5653109.500000 Penalty: 3478.057617
	Iteration 89Q: 3 clusters Score -5653110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5653114.500000 Penalty: 3478.057617
	Iteration 90Q: 3 clusters Score -5653114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5653131.000000 Penalty: 3478.057617
	Iteration 91Q: 3 clusters Score -5653131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5653139.500000 Penalty: 3478.057617
	Iteration 92Q: 3 clusters Score -5653140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5653149.000000 Penalty: 3478.057617
	Iteration 93Q: 3 clusters Score -5653149 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5653156.500000 Penalty: 3478.057617
	Iteration 94Q: 3 clusters Score -5653156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5653136.500000 Penalty: 3478.057617
	Iteration 95Q: 3 clusters Score -5653136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -5653150.000000 Penalty: 3478.057617
	Iteration 96Q: 3 clusters Score -5653150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5653155.000000 Penalty: 3478.057617
	Iteration 97Q: 3 clusters Score -5653155 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5653159.500000 Penalty: 3478.057617
	Iteration 98Q: 3 clusters Score -5653160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5653159.500000 Penalty: 3478.057617
	Iteration 99Q: 3 clusters Score -5653160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5653168.000000 Penalty: 3478.057617
	Iteration 100F: 3 clusters Score -5653168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5653167.500000 Penalty: 3478.057617
	Iteration 101Q: 3 clusters Score -5653168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5653173.000000 Penalty: 3478.057617
	Iteration 102Q: 3 clusters Score -5653173 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5653176.000000 Penalty: 3478.057617
	Iteration 103Q: 3 clusters Score -5653176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5653197.000000 Penalty: 3478.057617
	Iteration 104Q: 3 clusters Score -5653197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -5653212.500000 Penalty: 3478.057617
	Iteration 105Q: 3 clusters Score -5653212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5653222.500000 Penalty: 3478.057617
	Iteration 106Q: 3 clusters Score -5653222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5653216.500000 Penalty: 3478.057617
	Iteration 107Q: 3 clusters Score -5653216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5653207.000000 Penalty: 3478.057617
	Iteration 108Q: 3 clusters Score -5653207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5653220.000000 Penalty: 3478.057617
	Iteration 109Q: 3 clusters Score -5653220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5653229.000000 Penalty: 3478.057617
	Iteration 110Q: 3 clusters Score -5653229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5653221.000000 Penalty: 3478.057617
	Iteration 111Q: 3 clusters Score -5653221 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5653238.000000 Penalty: 3478.057617
	Iteration 112Q: 3 clusters Score -5653238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5653237.500000 Penalty: 3478.057617
	Iteration 113Q: 3 clusters Score -5653238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5653238.500000 Penalty: 3478.057617
	Iteration 114Q: 3 clusters Score -5653238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5653257.000000 Penalty: 3478.057617
	Iteration 115Q: 3 clusters Score -5653257 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5653252.500000 Penalty: 3478.057617
	Iteration 116Q: 3 clusters Score -5653252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -5653262.500000 Penalty: 3478.057617
	Iteration 117Q: 3 clusters Score -5653262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5653268.500000 Penalty: 3478.057617
	Iteration 118Q: 3 clusters Score -5653268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5653290 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5653296 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5653309 nChanged 128
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Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5653319 nChanged 133
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Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5653312 nChanged 127
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Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5653326 nChanged 130
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Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5653336 nChanged 140
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Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5653353 nChanged 143
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Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5653367 nChanged 170
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Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5653392 nChanged 196
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Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5653403 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5653416 nChanged 211
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Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5653428 nChanged 229
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Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5653465 nChanged 234
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Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5653488 nChanged 251
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Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5653528 nChanged 227
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Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5653559 nChanged 229
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Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5653590 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5653606 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5653628 nChanged 258
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Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5653665 nChanged 253
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Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5653678 nChanged 248
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Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5653710 nChanged 270
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Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5653768 nChanged 253
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Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5653799 nChanged 255
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Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5653844 nChanged 261
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Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5653882 nChanged 245
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Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5653913 nChanged 261
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Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5653952 nChanged 252
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Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5653982 nChanged 244
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Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5654024 nChanged 258
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Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 27845 members 
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	Iteration 150Q: 3 clusters Score -5654057 nChanged 242
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Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 28087 members 
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	Iteration 151Q: 3 clusters Score -5654100 nChanged 254
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Mstep: Class 1 contains 16091 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5654146 nChanged 263
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Mstep: Class 1 contains 15828 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5654188 nChanged 237
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Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 28841 members 
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	Iteration 154Q: 3 clusters Score -5654213 nChanged 234
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Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5654236 nChanged 236
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Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5654265 nChanged 231
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Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5654304 nChanged 222
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Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5654348 nChanged 213
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Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 29971 members 
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	Iteration 159Q: 3 clusters Score -5654383 nChanged 208
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Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5654428 nChanged 200
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Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 30377 members 
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	Iteration 161Q: 3 clusters Score -5654441 nChanged 184
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Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5654470 nChanged 172
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Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 30733 members 
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	Iteration 163Q: 3 clusters Score -5654493 nChanged 175
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Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5654524 nChanged 172
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Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 31078 members 
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	Iteration 165Q: 3 clusters Score -5654518 nChanged 157
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Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 31231 members 
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	Iteration 166Q: 3 clusters Score -5654514 nChanged 140
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Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5654524 nChanged 116
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Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5654532 nChanged 112
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Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5654528 nChanged 108
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Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5654536 nChanged 113
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Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5654544 nChanged 111
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Mstep: Class 1 contains 12505 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5654556 nChanged 88
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Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5654559 nChanged 98
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Mstep: Class 1 contains 12321 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5654570 nChanged 101
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Mstep: Class 1 contains 12220 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5654569 nChanged 101
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Mstep: Class 1 contains 12119 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5654568 nChanged 86
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Mstep: Class 1 contains 12033 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5654588 nChanged 89
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Mstep: Class 1 contains 11944 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5654594 nChanged 78
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	Iteration 179Q: 3 clusters Score -5654599 nChanged 79
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Mstep: Class 1 contains 11787 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5654614 nChanged 66
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Mstep: Class 1 contains 11721 members 
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	Iteration 181Q: 3 clusters Score -5654624 nChanged 63
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Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5654621 nChanged 49
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Mstep: Class 1 contains 11609 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5654616 nChanged 52
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Mstep: Class 1 contains 11557 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5654618 nChanged 56
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5654620 nChanged 60
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5654622 nChanged 54
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5654628 nChanged 55
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5654630 nChanged 54
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5654634 nChanged 37
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	Iteration 190Q: 3 clusters Score -5654635 nChanged 33
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5654640 nChanged 36
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Mstep: Class 1 contains 11172 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5654644 nChanged 33
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Mstep: Class 1 contains 11139 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5654638 nChanged 38
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	Iteration 194Q: 3 clusters Score -5654650 nChanged 33
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	Iteration 195Q: 3 clusters Score -5654643 nChanged 31
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	Iteration 196Q: 3 clusters Score -5654647 nChanged 20
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5654648 nChanged 25
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5654644 nChanged 17
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	Iteration 199Q: 3 clusters Score -5654644 nChanged 18
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Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5654634 nChanged 20
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5654634 nChanged 31
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Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5654635 nChanged 36
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Mstep: Class 1 contains 10870 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5654646 nChanged 29
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5654636 nChanged 33
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Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5654639 nChanged 40
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Mstep: Class 1 contains 10768 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5654636 nChanged 30
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Mstep: Class 1 contains 10738 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5654645 nChanged 24
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Mstep: Class 1 contains 10714 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5654650 nChanged 23
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Mstep: Class 1 contains 10691 members 
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Entering Unmasked Estep 
Score: -5654656.000000 Penalty: 3478.057617
	Iteration 209Q: 3 clusters Score -5654656 nChanged 26
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Mstep: Class 1 contains 10665 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5654656 nChanged 20
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5654651 nChanged 20
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Mstep: Class 1 contains 10625 members 
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Entering Unmasked Estep 
Score: -5654656.500000 Penalty: 3478.057617
	Iteration 212Q: 3 clusters Score -5654656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5654669.000000 Penalty: 3478.057617
	Iteration 213Q: 3 clusters Score -5654669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5654662.000000 Penalty: 3478.057617
	Iteration 214Q: 3 clusters Score -5654662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5654660.000000 Penalty: 3478.057617
	Iteration 215Q: 3 clusters Score -5654660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5654657.500000 Penalty: 3478.057617
	Iteration 216Q: 3 clusters Score -5654658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5654660.000000 Penalty: 3478.057617
	Iteration 217Q: 3 clusters Score -5654660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -5654665.000000 Penalty: 3478.057617
	Iteration 218Q: 3 clusters Score -5654665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5654667.500000 Penalty: 3478.057617
	Iteration 219Q: 3 clusters Score -5654668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -5654662.500000 Penalty: 3478.057617
	Iteration 220F: 3 clusters Score -5654662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -5654662.000000 Penalty: 3478.057617
	Iteration 221Q: 3 clusters Score -5654662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5654665.000000 Penalty: 3478.057617
	Iteration 222Q: 3 clusters Score -5654665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5654666.500000 Penalty: 3478.057617
	Iteration 223Q: 3 clusters Score -5654666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5654664.500000 Penalty: 3478.057617
	Iteration 224Q: 3 clusters Score -5654664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5654664.500000 Penalty: 3478.057617
	Iteration 225Q: 3 clusters Score -5654664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -5654666.000000 Penalty: 3478.057617
	Iteration 226Q: 3 clusters Score -5654666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5654661.000000 Penalty: 3478.057617
	Iteration 227Q: 3 clusters Score -5654661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5654662.000000 Penalty: 3478.057617
	Iteration 228Q: 3 clusters Score -5654662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5654659.000000 Penalty: 3478.057617
	Iteration 229Q: 3 clusters Score -5654659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -5654659.000000 Penalty: 3478.057617
	Iteration 230Q: 3 clusters Score -5654659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5654659.000000 Penalty: 3478.057617
	Iteration 231Q: 3 clusters Score -5654659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5654656.500000 Penalty: 3478.057617
	Iteration 232Q: 3 clusters Score -5654656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -5654665.500000 Penalty: 3478.057617
	Iteration 233Q: 3 clusters Score -5654666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -5654663.500000 Penalty: 3478.057617
	Iteration 234Q: 3 clusters Score -5654664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5654660.000000 Penalty: 3478.057617
	Iteration 235Q: 3 clusters Score -5654660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5654662.500000 Penalty: 3478.057617
	Iteration 236Q: 3 clusters Score -5654662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -5654665.000000 Penalty: 3478.057617
	Iteration 237Q: 3 clusters Score -5654665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -5654664.500000 Penalty: 3478.057617
	Iteration 238Q: 3 clusters Score -5654664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5654665.500000 Penalty: 3478.057617
	Iteration 239Q: 3 clusters Score -5654666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5654665.500000 Penalty: 3478.057617
	Iteration 240F: 3 clusters Score -5654666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 67978 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 51760 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 52837 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 44432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61599816.000000 Penalty: 40476.707031
Iteration 39Q: 20 clusters Score -6.159982e+07 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 70300 members 
Mstep: Class 4 contains 68647 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 51652 members 
Mstep: Class 8 contains 55609 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 41180 members 
Mstep: Class 12 contains 55360 members 
Mstep: Class 13 contains 63554 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 43684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1437.330933 but Gain 2130.351562
Score: -61609108.000000 Penalty: 38346.355469
Iteration 40F: 19 clusters Score -6.160911e+07 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 68259 members 
Mstep: Class 4 contains 69162 members 
Mstep: Class 5 contains 25266 members 
Mstep: Class 7 contains 50175 members 
Mstep: Class 8 contains 60365 members 
Mstep: Class 9 contains 242 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40252 members 
Mstep: Class 12 contains 56531 members 
Mstep: Class 13 contains 66622 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 22 contains 1035 members 
Mstep: Class 23 contains 41688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616292.000000 Penalty: 38346.355469
Iteration 41Q: 19 clusters Score -6.161629e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 66385 members 
Mstep: Class 4 contains 70077 members 
Mstep: Class 5 contains 24806 members 
Mstep: Class 7 contains 48846 members 
Mstep: Class 8 contains 63634 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 39610 members 
Mstep: Class 12 contains 57808 members 
Mstep: Class 13 contains 67319 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 190 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 40032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618368.000000 Penalty: 38346.355469
Iteration 42Q: 19 clusters Score -6.161837e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 64729 members 
Mstep: Class 4 contains 71032 members 
Mstep: Class 5 contains 24432 members 
Mstep: Class 7 contains 47680 members 
Mstep: Class 8 contains 66535 members 
Mstep: Class 9 contains 233 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 11 contains 39067 members 
Mstep: Class 12 contains 58936 members 
Mstep: Class 13 contains 67709 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 38521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619528.000000 Penalty: 38346.355469
Iteration 43Q: 19 clusters Score -6.161953e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 63345 members 
Mstep: Class 4 contains 71917 members 
Mstep: Class 5 contains 24108 members 
Mstep: Class 7 contains 46561 members 
Mstep: Class 8 contains 69133 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 59947 members 
Mstep: Class 13 contains 67886 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 22 contains 1036 members 
Mstep: Class 23 contains 37239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620436.000000 Penalty: 38346.355469
Iteration 44Q: 19 clusters Score -6.162044e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 62106 members 
Mstep: Class 4 contains 72657 members 
Mstep: Class 5 contains 23854 members 
Mstep: Class 7 contains 45514 members 
Mstep: Class 8 contains 71458 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 38292 members 
Mstep: Class 12 contains 60798 members 
Mstep: Class 13 contains 67951 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 22 contains 1036 members 
Mstep: Class 23 contains 36226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620672.000000 Penalty: 38346.355469
Iteration 45Q: 19 clusters Score -6.162067e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 61028 members 
Mstep: Class 4 contains 73287 members 
Mstep: Class 5 contains 23666 members 
Mstep: Class 7 contains 44548 members 
Mstep: Class 8 contains 73490 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 38005 members 
Mstep: Class 12 contains 61522 members 
Mstep: Class 13 contains 67982 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 22 contains 1035 members 
Mstep: Class 23 contains 35411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620920.000000 Penalty: 38346.355469
Iteration 46Q: 19 clusters Score -6.162092e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 60132 members 
Mstep: Class 4 contains 73875 members 
Mstep: Class 5 contains 23508 members 
Mstep: Class 7 contains 43576 members 
Mstep: Class 8 contains 75375 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 12 contains 62107 members 
Mstep: Class 13 contains 67911 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4672 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621020.000000 Penalty: 38346.355469
Iteration 47Q: 19 clusters Score -6.162102e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 59415 members 
Mstep: Class 4 contains 74469 members 
Mstep: Class 5 contains 23360 members 
Mstep: Class 7 contains 42686 members 
Mstep: Class 8 contains 76951 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 37520 members 
Mstep: Class 12 contains 62620 members 
Mstep: Class 13 contains 67827 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4648 members 
Mstep: Class 22 contains 1043 members 
Mstep: Class 23 contains 34174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620816.000000 Penalty: 38346.355469
Iteration 48Q: 19 clusters Score -6.162082e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 58787 members 
Mstep: Class 4 contains 75020 members 
Mstep: Class 5 contains 23242 members 
Mstep: Class 7 contains 41903 members 
Mstep: Class 8 contains 78335 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 37341 members 
Mstep: Class 12 contains 62999 members 
Mstep: Class 13 contains 67727 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 33724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620508.000000 Penalty: 38346.355469
Iteration 49Q: 19 clusters Score -6.162051e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 58276 members 
Mstep: Class 4 contains 75502 members 
Mstep: Class 5 contains 23139 members 
Mstep: Class 7 contains 41139 members 
Mstep: Class 8 contains 79583 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 37186 members 
Mstep: Class 12 contains 63316 members 
Mstep: Class 13 contains 67618 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 33352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620392.000000 Penalty: 38346.355469
Iteration 50Q: 19 clusters Score -6.162039e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 57821 members 
Mstep: Class 4 contains 75941 members 
Mstep: Class 5 contains 23035 members 
Mstep: Class 7 contains 40469 members 
Mstep: Class 8 contains 80691 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 37080 members 
Mstep: Class 12 contains 63545 members 
Mstep: Class 13 contains 67518 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 33046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620428.000000 Penalty: 38346.355469
Iteration 51Q: 19 clusters Score -6.162043e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 57429 members 
Mstep: Class 4 contains 76380 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 7 contains 39795 members 
Mstep: Class 8 contains 81674 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 36993 members 
Mstep: Class 12 contains 63756 members 
Mstep: Class 13 contains 67390 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 32792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620576.000000 Penalty: 38346.355469
Iteration 52Q: 19 clusters Score -6.162058e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 57048 members 
Mstep: Class 4 contains 76868 members 
Mstep: Class 5 contains 22900 members 
Mstep: Class 7 contains 39161 members 
Mstep: Class 8 contains 82547 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36897 members 
Mstep: Class 12 contains 63933 members 
Mstep: Class 13 contains 67262 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 32586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620488.000000 Penalty: 38346.355469
Iteration 53Q: 19 clusters Score -6.162049e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 56740 members 
Mstep: Class 4 contains 77334 members 
Mstep: Class 5 contains 22838 members 
Mstep: Class 7 contains 38565 members 
Mstep: Class 8 contains 83289 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36806 members 
Mstep: Class 12 contains 64085 members 
Mstep: Class 13 contains 67155 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 32409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620400.000000 Penalty: 38346.355469
Iteration 54Q: 19 clusters Score -6.16204e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 56507 members 
Mstep: Class 4 contains 77766 members 
Mstep: Class 5 contains 22775 members 
Mstep: Class 7 contains 38027 members 
Mstep: Class 8 contains 83895 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36713 members 
Mstep: Class 12 contains 64192 members 
Mstep: Class 13 contains 67092 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4538 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 32270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620464.000000 Penalty: 38346.355469
Iteration 55Q: 19 clusters Score -6.162046e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 56307 members 
Mstep: Class 4 contains 78154 members 
Mstep: Class 5 contains 22725 members 
Mstep: Class 7 contains 37521 members 
Mstep: Class 8 contains 84432 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36634 members 
Mstep: Class 12 contains 64302 members 
Mstep: Class 13 contains 67050 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4530 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 32131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620292.000000 Penalty: 38346.355469
Iteration 56Q: 19 clusters Score -6.162029e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 56145 members 
Mstep: Class 4 contains 78552 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 7 contains 37016 members 
Mstep: Class 8 contains 84857 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36564 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 67007 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 191 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 22 contains 1044 members 
Mstep: Class 23 contains 31993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620332.000000 Penalty: 38346.355469
Iteration 57Q: 19 clusters Score -6.162033e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 55984 members 
Mstep: Class 4 contains 78922 members 
Mstep: Class 5 contains 22632 members 
Mstep: Class 7 contains 36550 members 
Mstep: Class 8 contains 85240 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36497 members 
Mstep: Class 12 contains 64595 members 
Mstep: Class 13 contains 66954 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 190 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4522 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620348.000000 Penalty: 38346.355469
Iteration 58Q: 19 clusters Score -6.162035e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 55852 members 
Mstep: Class 4 contains 79276 members 
Mstep: Class 5 contains 22589 members 
Mstep: Class 7 contains 36124 members 
Mstep: Class 8 contains 85565 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36439 members 
Mstep: Class 12 contains 64735 members 
Mstep: Class 13 contains 66909 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 190 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 31808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620364.000000 Penalty: 38346.355469
Iteration 59Q: 19 clusters Score -6.162036e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 55755 members 
Mstep: Class 4 contains 79625 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 7 contains 35723 members 
Mstep: Class 8 contains 85839 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 36368 members 
Mstep: Class 12 contains 64868 members 
Mstep: Class 13 contains 66859 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 190 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 31718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620452.000000 Penalty: 38346.355469
Iteration 60F: 19 clusters Score -6.162045e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 55634 members 
Mstep: Class 4 contains 79942 members 
Mstep: Class 5 contains 22519 members 
Mstep: Class 7 contains 35320 members 
Mstep: Class 8 contains 86123 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 36320 members 
Mstep: Class 12 contains 65014 members 
Mstep: Class 13 contains 66809 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4515 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 31627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620732.000000 Penalty: 38346.355469
Iteration 61Q: 19 clusters Score -6.162073e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 55534 members 
Mstep: Class 4 contains 80246 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 7 contains 34982 members 
Mstep: Class 8 contains 86317 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 36309 members 
Mstep: Class 12 contains 65144 members 
Mstep: Class 13 contains 66765 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 31543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620892.000000 Penalty: 38346.355469
Iteration 62Q: 19 clusters Score -6.162089e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 55457 members 
Mstep: Class 4 contains 80508 members 
Mstep: Class 5 contains 22455 members 
Mstep: Class 7 contains 34654 members 
Mstep: Class 8 contains 86526 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 36290 members 
Mstep: Class 12 contains 65277 members 
Mstep: Class 13 contains 66703 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4504 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 31477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621080.000000 Penalty: 38346.355469
Iteration 63Q: 19 clusters Score -6.162108e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 55370 members 
Mstep: Class 4 contains 80758 members 
Mstep: Class 5 contains 22420 members 
Mstep: Class 7 contains 34331 members 
Mstep: Class 8 contains 86746 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 65411 members 
Mstep: Class 13 contains 66651 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4501 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 31405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621072.000000 Penalty: 38346.355469
Iteration 64Q: 19 clusters Score -6.162107e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 55295 members 
Mstep: Class 4 contains 80994 members 
Mstep: Class 5 contains 22379 members 
Mstep: Class 7 contains 34036 members 
Mstep: Class 8 contains 86944 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 36287 members 
Mstep: Class 12 contains 65536 members 
Mstep: Class 13 contains 66594 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 22 contains 1047 members 
Mstep: Class 23 contains 31329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621076.000000 Penalty: 38346.355469
Iteration 65Q: 19 clusters Score -6.162108e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 55239 members 
Mstep: Class 4 contains 81226 members 
Mstep: Class 5 contains 22348 members 
Mstep: Class 7 contains 33767 members 
Mstep: Class 8 contains 87114 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 36262 members 
Mstep: Class 12 contains 65669 members 
Mstep: Class 13 contains 66530 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 31254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620972.000000 Penalty: 38346.355469
Iteration 66Q: 19 clusters Score -6.162097e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 55181 members 
Mstep: Class 4 contains 81371 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 7 contains 33551 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 36263 members 
Mstep: Class 12 contains 65770 members 
Mstep: Class 13 contains 66498 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4496 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621132.000000 Penalty: 38346.355469
Iteration 67Q: 19 clusters Score -6.162113e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 55139 members 
Mstep: Class 4 contains 81524 members 
Mstep: Class 5 contains 22309 members 
Mstep: Class 7 contains 33334 members 
Mstep: Class 8 contains 87381 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 36270 members 
Mstep: Class 12 contains 65893 members 
Mstep: Class 13 contains 66456 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4493 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 31145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621144.000000 Penalty: 38346.355469
Iteration 68Q: 19 clusters Score -6.162114e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 55094 members 
Mstep: Class 4 contains 81623 members 
Mstep: Class 5 contains 22291 members 
Mstep: Class 7 contains 33122 members 
Mstep: Class 8 contains 87568 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 36267 members 
Mstep: Class 12 contains 66015 members 
Mstep: Class 13 contains 66401 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 31094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621232.000000 Penalty: 38346.355469
Iteration 69Q: 19 clusters Score -6.162123e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 55051 members 
Mstep: Class 4 contains 81741 members 
Mstep: Class 5 contains 22270 members 
Mstep: Class 7 contains 32912 members 
Mstep: Class 8 contains 87696 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 36278 members 
Mstep: Class 12 contains 66161 members 
Mstep: Class 13 contains 66337 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 31050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621288.000000 Penalty: 38346.355469
Iteration 70Q: 19 clusters Score -6.162129e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 54989 members 
Mstep: Class 4 contains 81843 members 
Mstep: Class 5 contains 22257 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 87811 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 36283 members 
Mstep: Class 12 contains 66331 members 
Mstep: Class 13 contains 66281 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4471 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 30994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621280.000000 Penalty: 38346.355469
Iteration 71Q: 19 clusters Score -6.162128e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 54922 members 
Mstep: Class 4 contains 81943 members 
Mstep: Class 5 contains 22242 members 
Mstep: Class 7 contains 32522 members 
Mstep: Class 8 contains 87983 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 66481 members 
Mstep: Class 13 contains 66215 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 30946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621424.000000 Penalty: 38346.355469
Iteration 72Q: 19 clusters Score -6.162142e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 82014 members 
Mstep: Class 5 contains 22228 members 
Mstep: Class 7 contains 32325 members 
Mstep: Class 8 contains 88149 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36279 members 
Mstep: Class 12 contains 66650 members 
Mstep: Class 13 contains 66160 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621248.000000 Penalty: 38346.355469
Iteration 73Q: 19 clusters Score -6.162125e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 54761 members 
Mstep: Class 4 contains 82050 members 
Mstep: Class 5 contains 22216 members 
Mstep: Class 7 contains 32137 members 
Mstep: Class 8 contains 88344 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 66824 members 
Mstep: Class 13 contains 66087 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 30884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621308.000000 Penalty: 38346.355469
Iteration 74Q: 19 clusters Score -6.162131e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 54688 members 
Mstep: Class 4 contains 82060 members 
Mstep: Class 5 contains 22195 members 
Mstep: Class 7 contains 31961 members 
Mstep: Class 8 contains 88492 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 67033 members 
Mstep: Class 13 contains 66015 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621276.000000 Penalty: 38346.355469
Iteration 75Q: 19 clusters Score -6.162128e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 54621 members 
Mstep: Class 4 contains 82058 members 
Mstep: Class 5 contains 22184 members 
Mstep: Class 7 contains 31807 members 
Mstep: Class 8 contains 88614 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36264 members 
Mstep: Class 12 contains 67268 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4448 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 30857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621376.000000 Penalty: 38346.355469
Iteration 76Q: 19 clusters Score -6.162138e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 54548 members 
Mstep: Class 4 contains 82066 members 
Mstep: Class 5 contains 22180 members 
Mstep: Class 7 contains 31675 members 
Mstep: Class 8 contains 88684 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36247 members 
Mstep: Class 12 contains 67506 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 30841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621500.000000 Penalty: 38346.355469
Iteration 77Q: 19 clusters Score -6.16215e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 54476 members 
Mstep: Class 4 contains 82109 members 
Mstep: Class 5 contains 22148 members 
Mstep: Class 7 contains 31533 members 
Mstep: Class 8 contains 88745 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36241 members 
Mstep: Class 12 contains 67759 members 
Mstep: Class 13 contains 65818 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4448 members 
Mstep: Class 22 contains 1057 members 
Mstep: Class 23 contains 30821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621644.000000 Penalty: 38346.355469
Iteration 78Q: 19 clusters Score -6.162164e+07 nChanged 1193
Entering ConstructFrom: 
Score: -61621644.000000 Penalty: 38346.355469
Entering ConstructFrom: 
Trying to split cluster 1 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -216818.812500 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -216818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -214850.375000 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -214850.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215266.421875 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -215266.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -215381.390625 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -215381.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215453.218750 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -215453.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -215481.296875 Penalty: 2437.492432
	Iteration 4Q: 3 clusters Score -215481.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -215503.078125 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -215503.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -215518.921875 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -215518.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -215528.984375 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -215529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -215537.546875 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -215537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215544.781250 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -215544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215552.843750 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -215552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -215558.062500 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -215558.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -215562.937500 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -215562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -215570.390625 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -215570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215575.875000 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -215575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215580.937500 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -215580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215584.718750 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -215584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215588.390625 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -215588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215594.828125 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -215594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215599.515625 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -215599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -215603.296875 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -215603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215606.750000 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -215606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -215610.875000 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -215610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215614.578125 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -215614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215618.859375 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -215618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -215621.375000 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -215621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -215625.421875 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -215625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -215631.796875 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -215631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215636.718750 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -215636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215640.515625 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -215640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215645.890625 Penalty: 2437.492432
	Iteration 30Q: 3 clusters Score -215645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -215651.000000 Penalty: 2437.492432
	Iteration 31Q: 3 clusters Score -215651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215654.687500 Penalty: 2437.492432
	Iteration 32Q: 3 clusters Score -215654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215656.843750 Penalty: 2437.492432
	Iteration 33Q: 3 clusters Score -215656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215657.484375 Penalty: 2437.492432
	Iteration 34Q: 3 clusters Score -215657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215657.593750 Penalty: 2437.492432
	Iteration 35Q: 3 clusters Score -215657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215658.296875 Penalty: 2437.492432
	Iteration 36Q: 3 clusters Score -215658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215658.375000 Penalty: 2437.492432
	Iteration 37Q: 3 clusters Score -215658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215658.375000 Penalty: 2437.492432
	Iteration 38F: 3 clusters Score -215658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -624830.000000 Penalty: 1382.607544
	Iteration 0F: 2 clusters Score -624830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -620874.375000 Penalty: 2765.215088
	Iteration 0F: 3 clusters Score -620874.4 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -621915.937500 Penalty: 2765.215088
	Iteration 1F: 3 clusters Score -621915.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -622098.187500 Penalty: 2765.215088
	Iteration 2F: 3 clusters Score -622098.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -622219.500000 Penalty: 2765.215088
	Iteration 3F: 3 clusters Score -622219.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -622304.125000 Penalty: 2765.215088
	Iteration 4Q: 3 clusters Score -622304.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -622388.937500 Penalty: 2765.215088
	Iteration 5Q: 3 clusters Score -622388.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -622469.687500 Penalty: 2765.215088
	Iteration 6Q: 3 clusters Score -622469.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -622573.937500 Penalty: 2765.215088
	Iteration 7Q: 3 clusters Score -622573.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -622670.437500 Penalty: 2765.215088
	Iteration 8Q: 3 clusters Score -622670.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -622780.000000 Penalty: 2765.215088
	Iteration 9Q: 3 clusters Score -622780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -622888.625000 Penalty: 2765.215088
	Iteration 10Q: 3 clusters Score -622888.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -623016.437500 Penalty: 2765.215088
	Iteration 11Q: 3 clusters Score -623016.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -623159.562500 Penalty: 2765.215088
	Iteration 12Q: 3 clusters Score -623159.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -623285.687500 Penalty: 2765.215088
	Iteration 13Q: 3 clusters Score -623285.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -623368.000000 Penalty: 2765.215088
	Iteration 14Q: 3 clusters Score -623368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -623435.937500 Penalty: 2765.215088
	Iteration 15Q: 3 clusters Score -623435.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -623494.000000 Penalty: 2765.215088
	Iteration 16Q: 3 clusters Score -623494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -623549.375000 Penalty: 2765.215088
	Iteration 17Q: 3 clusters Score -623549.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -623601.687500 Penalty: 2765.215088
	Iteration 18Q: 3 clusters Score -623601.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -623641.937500 Penalty: 2765.215088
	Iteration 19Q: 3 clusters Score -623641.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -623678.187500 Penalty: 2765.215088
	Iteration 20F: 3 clusters Score -623678.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -623722.500000 Penalty: 2765.215088
	Iteration 21Q: 3 clusters Score -623722.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -623765.187500 Penalty: 2765.215088
	Iteration 22Q: 3 clusters Score -623765.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -623808.687500 Penalty: 2765.215088
	Iteration 23Q: 3 clusters Score -623808.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -623854.812500 Penalty: 2765.215088
	Iteration 24Q: 3 clusters Score -623854.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -623907.875000 Penalty: 2765.215088
	Iteration 25Q: 3 clusters Score -623907.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -623949.875000 Penalty: 2765.215088
	Iteration 26Q: 3 clusters Score -623949.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -623981.250000 Penalty: 2765.215088
	Iteration 27Q: 3 clusters Score -623981.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -624006.687500 Penalty: 2765.215088
	Iteration 28Q: 3 clusters Score -624006.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -624021.312500 Penalty: 2765.215088
	Iteration 29Q: 3 clusters Score -624021.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -624032.750000 Penalty: 2765.215088
	Iteration 30Q: 3 clusters Score -624032.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -624044.812500 Penalty: 2765.215088
	Iteration 31Q: 3 clusters Score -624044.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -624052.812500 Penalty: 2765.215088
	Iteration 32Q: 3 clusters Score -624052.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -624060.750000 Penalty: 2765.215088
	Iteration 33Q: 3 clusters Score -624060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -624073.062500 Penalty: 2765.215088
	Iteration 34Q: 3 clusters Score -624073.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -624078.875000 Penalty: 2765.215088
	Iteration 35Q: 3 clusters Score -624078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -624081.500000 Penalty: 2765.215088
	Iteration 36Q: 3 clusters Score -624081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -624084.812500 Penalty: 2765.215088
	Iteration 37Q: 3 clusters Score -624084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -624086.125000 Penalty: 2765.215088
	Iteration 38Q: 3 clusters Score -624086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -624087.687500 Penalty: 2765.215088
	Iteration 39Q: 3 clusters Score -624087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -624089.500000 Penalty: 2765.215088
	Iteration 40F: 3 clusters Score -624089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -624091.375000 Penalty: 2765.215088
	Iteration 41Q: 3 clusters Score -624091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -624092.312500 Penalty: 2765.215088
	Iteration 42Q: 3 clusters Score -624092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -624092.312500 Penalty: 2765.215088
	Iteration 43Q: 3 clusters Score -624092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -624092.125000 Penalty: 2765.215088
	Iteration 44Q: 3 clusters Score -624092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -624093.812500 Penalty: 2765.215088
	Iteration 45Q: 3 clusters Score -624093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -624094.062500 Penalty: 2765.215088
	Iteration 46Q: 3 clusters Score -624094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -624094.312500 Penalty: 2765.215088
	Iteration 47Q: 3 clusters Score -624094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -624094.187500 Penalty: 2765.215088
	Iteration 48Q: 3 clusters Score -624094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -624093.750000 Penalty: 2765.215088
	Iteration 49Q: 3 clusters Score -624093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -624094.312500 Penalty: 2765.215088
	Iteration 50Q: 3 clusters Score -624094.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -624094.312500 Penalty: 2765.215088
	Iteration 51F: 3 clusters Score -624094.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Entering Unmasked Estep 
Score: -6930753.500000 Penalty: 1771.880493
	Iteration 0F: 2 clusters Score -6930754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -6894408.500000 Penalty: 3543.760986
	Iteration 0F: 3 clusters Score -6894408 nChanged 25543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -6908990.500000 Penalty: 3543.760986
	Iteration 1F: 3 clusters Score -6908990 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6909419.000000 Penalty: 3543.760986
	Iteration 2Q: 3 clusters Score -6909419 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6909845.000000 Penalty: 3543.760986
	Iteration 3Q: 3 clusters Score -6909845 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6910284.000000 Penalty: 3543.760986
	Iteration 4Q: 3 clusters Score -6910284 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -6910809.500000 Penalty: 3543.760986
	Iteration 5Q: 3 clusters Score -6910810 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6911582.500000 Penalty: 3543.760986
	Iteration 6Q: 3 clusters Score -6911582 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -6912710.500000 Penalty: 3543.760986
	Iteration 7Q: 3 clusters Score -6912710 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6914364.000000 Penalty: 3543.760986
	Iteration 8Q: 3 clusters Score -6914364 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -6916697.500000 Penalty: 3543.760986
	Iteration 9F: 3 clusters Score -6916698 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6919011.000000 Penalty: 3543.760986
	Iteration 10F: 3 clusters Score -6919011 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -6920589.000000 Penalty: 3543.760986
	Iteration 11Q: 3 clusters Score -6920589 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -6921401.000000 Penalty: 3543.760986
	Iteration 12Q: 3 clusters Score -6921401 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -6921900.500000 Penalty: 3543.760986
	Iteration 13Q: 3 clusters Score -6921900 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -6922392.500000 Penalty: 3543.760986
	Iteration 14Q: 3 clusters Score -6922392 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -6922842.000000 Penalty: 3543.760986
	Iteration 15Q: 3 clusters Score -6922842 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -6923323.500000 Penalty: 3543.760986
	Iteration 16Q: 3 clusters Score -6923324 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6923858.500000 Penalty: 3543.760986
	Iteration 17Q: 3 clusters Score -6923858 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -6924382.000000 Penalty: 3543.760986
	Iteration 18Q: 3 clusters Score -6924382 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6924871.000000 Penalty: 3543.760986
	Iteration 19Q: 3 clusters Score -6924871 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -6925354.500000 Penalty: 3543.760986
	Iteration 20F: 3 clusters Score -6925354 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6925832.000000 Penalty: 3543.760986
	Iteration 21Q: 3 clusters Score -6925832 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6926311.500000 Penalty: 3543.760986
	Iteration 22Q: 3 clusters Score -6926312 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6926751.500000 Penalty: 3543.760986
	Iteration 23Q: 3 clusters Score -6926752 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6927206.500000 Penalty: 3543.760986
	Iteration 24Q: 3 clusters Score -6927206 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6927661.000000 Penalty: 3543.760986
	Iteration 25Q: 3 clusters Score -6927661 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6928018.500000 Penalty: 3543.760986
	Iteration 26Q: 3 clusters Score -6928018 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6928324.000000 Penalty: 3543.760986
	Iteration 27Q: 3 clusters Score -6928324 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6928559.500000 Penalty: 3543.760986
	Iteration 28Q: 3 clusters Score -6928560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6928702.500000 Penalty: 3543.760986
	Iteration 29Q: 3 clusters Score -6928702 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6928828.000000 Penalty: 3543.760986
	Iteration 30Q: 3 clusters Score -6928828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6928904.500000 Penalty: 3543.760986
	Iteration 31Q: 3 clusters Score -6928904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6928985.000000 Penalty: 3543.760986
	Iteration 32Q: 3 clusters Score -6928985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6929026.000000 Penalty: 3543.760986
	Iteration 33Q: 3 clusters Score -6929026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6929084.000000 Penalty: 3543.760986
	Iteration 34Q: 3 clusters Score -6929084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6929132.500000 Penalty: 3543.760986
	Iteration 35Q: 3 clusters Score -6929132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6929159.500000 Penalty: 3543.760986
	Iteration 36Q: 3 clusters Score -6929160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6929168.500000 Penalty: 3543.760986
	Iteration 37Q: 3 clusters Score -6929168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6929188.500000 Penalty: 3543.760986
	Iteration 38Q: 3 clusters Score -6929188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6929197.500000 Penalty: 3543.760986
	Iteration 39Q: 3 clusters Score -6929198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6929197.500000 Penalty: 3543.760986
	Iteration 40F: 3 clusters Score -6929198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6929210.000000 Penalty: 3543.760986
	Iteration 41Q: 3 clusters Score -6929210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6929218.000000 Penalty: 3543.760986
	Iteration 42Q: 3 clusters Score -6929218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6929216.500000 Penalty: 3543.760986
	Iteration 43Q: 3 clusters Score -6929216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6929236.000000 Penalty: 3543.760986
	Iteration 44Q: 3 clusters Score -6929236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6929240.500000 Penalty: 3543.760986
	Iteration 45Q: 3 clusters Score -6929240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6929244.000000 Penalty: 3543.760986
	Iteration 46Q: 3 clusters Score -6929244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6929245.500000 Penalty: 3543.760986
	Iteration 47Q: 3 clusters Score -6929246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6929249.500000 Penalty: 3543.760986
	Iteration 48Q: 3 clusters Score -6929250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6929251.500000 Penalty: 3543.760986
	Iteration 49Q: 3 clusters Score -6929252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6929260.000000 Penalty: 3543.760986
	Iteration 50Q: 3 clusters Score -6929260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6929260.000000 Penalty: 3543.760986
	Iteration 51Q: 3 clusters Score -6929260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6929259.000000 Penalty: 3543.760986
	Iteration 52Q: 3 clusters Score -6929259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6929259.500000 Penalty: 3543.760986
	Iteration 53Q: 3 clusters Score -6929260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6929263.000000 Penalty: 3543.760986
	Iteration 54Q: 3 clusters Score -6929263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6929270.500000 Penalty: 3543.760986
	Iteration 55Q: 3 clusters Score -6929270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6929276.500000 Penalty: 3543.760986
	Iteration 56Q: 3 clusters Score -6929276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6929278.500000 Penalty: 3543.760986
	Iteration 57Q: 3 clusters Score -6929278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6929275.500000 Penalty: 3543.760986
	Iteration 58Q: 3 clusters Score -6929276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6929275.000000 Penalty: 3543.760986
	Iteration 59Q: 3 clusters Score -6929275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6929273.500000 Penalty: 3543.760986
	Iteration 60F: 3 clusters Score -6929274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (82169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Entering Unmasked Estep 
Score: -10474107.000000 Penalty: 1838.936646
	Iteration 0F: 2 clusters Score -1.047411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -10420952.000000 Penalty: 3677.873291
	Iteration 0F: 3 clusters Score -1.042095e+07 nChanged 39172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -10443447.000000 Penalty: 3677.873291
	Iteration 1F: 3 clusters Score -1.044345e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -10444300.000000 Penalty: 3677.873291
	Iteration 2Q: 3 clusters Score -1.04443e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -10445696.000000 Penalty: 3677.873291
	Iteration 3Q: 3 clusters Score -1.04457e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -10447898.000000 Penalty: 3677.873291
	Iteration 4F: 3 clusters Score -1.04479e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -10451917.000000 Penalty: 3677.873291
	Iteration 5F: 3 clusters Score -1.045192e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10457802.000000 Penalty: 3677.873291
	Iteration 6F: 3 clusters Score -1.04578e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -10464467.000000 Penalty: 3677.873291
	Iteration 7F: 3 clusters Score -1.046447e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -10469681.000000 Penalty: 3677.873291
	Iteration 8F: 3 clusters Score -1.046968e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10472778.000000 Penalty: 3677.873291
	Iteration 9Q: 3 clusters Score -1.047278e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -10473721.000000 Penalty: 3677.873291
	Iteration 10Q: 3 clusters Score -1.047372e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -10474004.000000 Penalty: 3677.873291
	Iteration 11Q: 3 clusters Score -1.0474e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -10474135.000000 Penalty: 3677.873291
	Iteration 12Q: 3 clusters Score -1.047414e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10474240.000000 Penalty: 3677.873291
	Iteration 13Q: 3 clusters Score -1.047424e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -10474274.000000 Penalty: 3677.873291
	Iteration 14Q: 3 clusters Score -1.047427e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -10474337.000000 Penalty: 3677.873291
	Iteration 15Q: 3 clusters Score -1.047434e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -10474357.000000 Penalty: 3677.873291
	Iteration 16Q: 3 clusters Score -1.047436e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -10474363.000000 Penalty: 3677.873291
	Iteration 17Q: 3 clusters Score -1.047436e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -10474397.000000 Penalty: 3677.873291
	Iteration 18Q: 3 clusters Score -1.04744e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -10474389.000000 Penalty: 3677.873291
	Iteration 19Q: 3 clusters Score -1.047439e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -10474354.000000 Penalty: 3677.873291
	Iteration 20F: 3 clusters Score -1.047435e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10474355.000000 Penalty: 3677.873291
	Iteration 21Q: 3 clusters Score -1.047436e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -10474354.000000 Penalty: 3677.873291
	Iteration 22Q: 3 clusters Score -1.047435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -10474366.000000 Penalty: 3677.873291
	Iteration 23Q: 3 clusters Score -1.047437e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -10474356.000000 Penalty: 3677.873291
	Iteration 24Q: 3 clusters Score -1.047436e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -10474375.000000 Penalty: 3677.873291
	Iteration 25Q: 3 clusters Score -1.047438e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -10474345.000000 Penalty: 3677.873291
	Iteration 26Q: 3 clusters Score -1.047434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -10474351.000000 Penalty: 3677.873291
	Iteration 27Q: 3 clusters Score -1.047435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -10474345.000000 Penalty: 3677.873291
	Iteration 28Q: 3 clusters Score -1.047434e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -10474349.000000 Penalty: 3677.873291
	Iteration 29Q: 3 clusters Score -1.047435e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -10474376.000000 Penalty: 3677.873291
	Iteration 30Q: 3 clusters Score -1.047438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -10474352.000000 Penalty: 3677.873291
	Iteration 31Q: 3 clusters Score -1.047435e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -10474338.000000 Penalty: 3677.873291
	Iteration 32Q: 3 clusters Score -1.047434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10474348.000000 Penalty: 3677.873291
	Iteration 33Q: 3 clusters Score -1.047435e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10474336.000000 Penalty: 3677.873291
	Iteration 34Q: 3 clusters Score -1.047434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -10474338.000000 Penalty: 3677.873291
	Iteration 35Q: 3 clusters Score -1.047434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -10474334.000000 Penalty: 3677.873291
	Iteration 36Q: 3 clusters Score -1.047433e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -10474349.000000 Penalty: 3677.873291
	Iteration 37Q: 3 clusters Score -1.047435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -10474345.000000 Penalty: 3677.873291
	Iteration 38Q: 3 clusters Score -1.047434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -10474331.000000 Penalty: 3677.873291
	Iteration 39Q: 3 clusters Score -1.047433e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -10474344.000000 Penalty: 3677.873291
	Iteration 40F: 3 clusters Score -1.047434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -10474325.000000 Penalty: 3677.873291
	Iteration 41Q: 3 clusters Score -1.047432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -10474320.000000 Penalty: 3677.873291
	Iteration 42Q: 3 clusters Score -1.047432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10474308.000000 Penalty: 3677.873291
	Iteration 43Q: 3 clusters Score -1.047431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -10474298.000000 Penalty: 3677.873291
	Iteration 44Q: 3 clusters Score -1.04743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10474290.000000 Penalty: 3677.873291
	Iteration 45Q: 3 clusters Score -1.047429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -10474291.000000 Penalty: 3677.873291
	Iteration 46Q: 3 clusters Score -1.047429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -10474299.000000 Penalty: 3677.873291
	Iteration 47Q: 3 clusters Score -1.04743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -10474301.000000 Penalty: 3677.873291
	Iteration 48Q: 3 clusters Score -1.04743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -10474288.000000 Penalty: 3677.873291
	Iteration 49Q: 3 clusters Score -1.047429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -10474278.000000 Penalty: 3677.873291
	Iteration 50Q: 3 clusters Score -1.047428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -10474282.000000 Penalty: 3677.873291
	Iteration 51Q: 3 clusters Score -1.047428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -10474280.000000 Penalty: 3677.873291
	Iteration 52Q: 3 clusters Score -1.047428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -10474297.000000 Penalty: 3677.873291
	Iteration 53Q: 3 clusters Score -1.04743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -10474301.000000 Penalty: 3677.873291
	Iteration 54Q: 3 clusters Score -1.04743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -10474292.000000 Penalty: 3677.873291
	Iteration 55Q: 3 clusters Score -1.047429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -10474296.000000 Penalty: 3677.873291
	Iteration 56Q: 3 clusters Score -1.04743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -10474304.000000 Penalty: 3677.873291
	Iteration 57Q: 3 clusters Score -1.04743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -10474303.000000 Penalty: 3677.873291
	Iteration 58Q: 3 clusters Score -1.04743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -10474292.000000 Penalty: 3677.873291
	Iteration 59Q: 3 clusters Score -1.047429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -10474293.000000 Penalty: 3677.873291
	Iteration 60F: 3 clusters Score -1.047429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -10474299.000000 Penalty: 3677.873291
	Iteration 61Q: 3 clusters Score -1.04743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -10474301.000000 Penalty: 3677.873291
	Iteration 62Q: 3 clusters Score -1.04743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -10474309.000000 Penalty: 3677.873291
	Iteration 63Q: 3 clusters Score -1.047431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -10474309.000000 Penalty: 3677.873291
	Iteration 64Q: 3 clusters Score -1.047431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -10474301.000000 Penalty: 3677.873291
	Iteration 65Q: 3 clusters Score -1.04743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -10474320.000000 Penalty: 3677.873291
	Iteration 66Q: 3 clusters Score -1.047432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10474317.000000 Penalty: 3677.873291
	Iteration 67Q: 3 clusters Score -1.047432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -10474317.000000 Penalty: 3677.873291
	Iteration 68Q: 3 clusters Score -1.047432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -10474318.000000 Penalty: 3677.873291
	Iteration 69Q: 3 clusters Score -1.047432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -10474315.000000 Penalty: 3677.873291
	Iteration 70Q: 3 clusters Score -1.047432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -10474315.000000 Penalty: 3677.873291
	Iteration 71Q: 3 clusters Score -1.047432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -10474317.000000 Penalty: 3677.873291
	Iteration 72Q: 3 clusters Score -1.047432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -10474313.000000 Penalty: 3677.873291
	Iteration 73Q: 3 clusters Score -1.047431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -10474308.000000 Penalty: 3677.873291
	Iteration 74Q: 3 clusters Score -1.047431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -10474306.000000 Penalty: 3677.873291
	Iteration 75Q: 3 clusters Score -1.047431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -10474309.000000 Penalty: 3677.873291
	Iteration 76Q: 3 clusters Score -1.047431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -10474304.000000 Penalty: 3677.873291
	Iteration 77Q: 3 clusters Score -1.04743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -10474306.000000 Penalty: 3677.873291
	Iteration 78Q: 3 clusters Score -1.047431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -10474306.000000 Penalty: 3677.873291
	Iteration 79Q: 3 clusters Score -1.047431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -10474298.000000 Penalty: 3677.873291
	Iteration 80F: 3 clusters Score -1.04743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -10474304.000000 Penalty: 3677.873291
	Iteration 81Q: 3 clusters Score -1.04743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -10474297.000000 Penalty: 3677.873291
	Iteration 82Q: 3 clusters Score -1.04743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -10474280.000000 Penalty: 3677.873291
	Iteration 83Q: 3 clusters Score -1.047428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -10474280.000000 Penalty: 3677.873291
	Iteration 84Q: 3 clusters Score -1.047428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10474288.000000 Penalty: 3677.873291
	Iteration 85Q: 3 clusters Score -1.047429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -10474292.000000 Penalty: 3677.873291
	Iteration 86Q: 3 clusters Score -1.047429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -10474294.000000 Penalty: 3677.873291
	Iteration 87Q: 3 clusters Score -1.047429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10474303.000000 Penalty: 3677.873291
	Iteration 88Q: 3 clusters Score -1.04743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -10474306.000000 Penalty: 3677.873291
	Iteration 89Q: 3 clusters Score -1.047431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10474303.000000 Penalty: 3677.873291
	Iteration 90Q: 3 clusters Score -1.04743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -10474302.000000 Penalty: 3677.873291
	Iteration 91Q: 3 clusters Score -1.04743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -10474310.000000 Penalty: 3677.873291
	Iteration 92Q: 3 clusters Score -1.047431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -10474304.000000 Penalty: 3677.873291
	Iteration 93Q: 3 clusters Score -1.04743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -10474323.000000 Penalty: 3677.873291
	Iteration 94Q: 3 clusters Score -1.047432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -10474314.000000 Penalty: 3677.873291
	Iteration 95Q: 3 clusters Score -1.047431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -10474321.000000 Penalty: 3677.873291
	Iteration 96Q: 3 clusters Score -1.047432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -10474318.000000 Penalty: 3677.873291
	Iteration 97Q: 3 clusters Score -1.047432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -10474319.000000 Penalty: 3677.873291
	Iteration 98Q: 3 clusters Score -1.047432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -10474319.000000 Penalty: 3677.873291
	Iteration 99Q: 3 clusters Score -1.047432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -10474320.000000 Penalty: 3677.873291
	Iteration 100F: 3 clusters Score -1.047432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -10474320.000000 Penalty: 3677.873291
	Iteration 101Q: 3 clusters Score -1.047432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10474324.000000 Penalty: 3677.873291
	Iteration 102Q: 3 clusters Score -1.047432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10474324.000000 Penalty: 3677.873291
	Iteration 103F: 3 clusters Score -1.047432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 75932 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 88789 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 68025 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4445 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30793 members 
Entering Unmasked Estep 
Score: -61621812.000000 Penalty: 40476.707031
Splitting cluster 4 changes total score from -61621644.000000 to -61621812.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (22132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Entering Unmasked Estep 
Score: -2808445.250000 Penalty: 1625.776733
	Iteration 0F: 2 clusters Score -2808445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2793453.500000 Penalty: 3251.553467
	Iteration 0F: 3 clusters Score -2793454 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2798801.750000 Penalty: 3251.553467
	Iteration 1F: 3 clusters Score -2798802 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2799100.250000 Penalty: 3251.553467
	Iteration 2Q: 3 clusters Score -2799100 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2799372.750000 Penalty: 3251.553467
	Iteration 3Q: 3 clusters Score -2799373 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2799620.750000 Penalty: 3251.553467
	Iteration 4Q: 3 clusters Score -2799621 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2799872.500000 Penalty: 3251.553467
	Iteration 5Q: 3 clusters Score -2799872 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2800127.750000 Penalty: 3251.553467
	Iteration 6Q: 3 clusters Score -2800128 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2800401.500000 Penalty: 3251.553467
	Iteration 7Q: 3 clusters Score -2800402 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2800735.750000 Penalty: 3251.553467
	Iteration 8Q: 3 clusters Score -2800736 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2801129.750000 Penalty: 3251.553467
	Iteration 9Q: 3 clusters Score -2801130 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2801661.500000 Penalty: 3251.553467
	Iteration 10Q: 3 clusters Score -2801662 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2802446.750000 Penalty: 3251.553467
	Iteration 11F: 3 clusters Score -2802447 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2803311.750000 Penalty: 3251.553467
	Iteration 12F: 3 clusters Score -2803312 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2804200.000000 Penalty: 3251.553467
	Iteration 13F: 3 clusters Score -2804200 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2804991.750000 Penalty: 3251.553467
	Iteration 14Q: 3 clusters Score -2804992 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2805619.000000 Penalty: 3251.553467
	Iteration 15Q: 3 clusters Score -2805619 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2806102.750000 Penalty: 3251.553467
	Iteration 16Q: 3 clusters Score -2806103 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2806443.000000 Penalty: 3251.553467
	Iteration 17Q: 3 clusters Score -2806443 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2806621.250000 Penalty: 3251.553467
	Iteration 18Q: 3 clusters Score -2806621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2806739.750000 Penalty: 3251.553467
	Iteration 19Q: 3 clusters Score -2806740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2806827.250000 Penalty: 3251.553467
	Iteration 20F: 3 clusters Score -2806827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2806889.500000 Penalty: 3251.553467
	Iteration 21Q: 3 clusters Score -2806890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2806927.000000 Penalty: 3251.553467
	Iteration 22Q: 3 clusters Score -2806927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2806949.250000 Penalty: 3251.553467
	Iteration 23Q: 3 clusters Score -2806949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2806959.250000 Penalty: 3251.553467
	Iteration 24Q: 3 clusters Score -2806959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2806968.750000 Penalty: 3251.553467
	Iteration 25Q: 3 clusters Score -2806969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2806971.500000 Penalty: 3251.553467
	Iteration 26Q: 3 clusters Score -2806972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2806980.500000 Penalty: 3251.553467
	Iteration 27Q: 3 clusters Score -2806980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2806987.000000 Penalty: 3251.553467
	Iteration 28Q: 3 clusters Score -2806987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2806993.500000 Penalty: 3251.553467
	Iteration 29Q: 3 clusters Score -2806994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2806992.250000 Penalty: 3251.553467
	Iteration 30Q: 3 clusters Score -2806992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2806992.250000 Penalty: 3251.553467
	Iteration 31F: 3 clusters Score -2806992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Entering Unmasked Estep 
Score: -4011692.000000 Penalty: 1682.512939
	Iteration 0F: 2 clusters Score -4011692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3990681.250000 Penalty: 3365.025879
	Iteration 0F: 3 clusters Score -3990681 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3998847.000000 Penalty: 3365.025879
	Iteration 1F: 3 clusters Score -3998847 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3999394.000000 Penalty: 3365.025879
	Iteration 2Q: 3 clusters Score -3999394 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4000218.500000 Penalty: 3365.025879
	Iteration 3F: 3 clusters Score -4000218 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4001434.500000 Penalty: 3365.025879
	Iteration 4F: 3 clusters Score -4001434 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4003276.000000 Penalty: 3365.025879
	Iteration 5F: 3 clusters Score -4003276 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4005571.000000 Penalty: 3365.025879
	Iteration 6F: 3 clusters Score -4005571 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4007633.500000 Penalty: 3365.025879
	Iteration 7F: 3 clusters Score -4007634 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4008983.250000 Penalty: 3365.025879
	Iteration 8Q: 3 clusters Score -4008983 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4009650.000000 Penalty: 3365.025879
	Iteration 9Q: 3 clusters Score -4009650 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4009927.250000 Penalty: 3365.025879
	Iteration 10Q: 3 clusters Score -4009927 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4010056.500000 Penalty: 3365.025879
	Iteration 11Q: 3 clusters Score -4010056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4010106.250000 Penalty: 3365.025879
	Iteration 12Q: 3 clusters Score -4010106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4010130.500000 Penalty: 3365.025879
	Iteration 13Q: 3 clusters Score -4010130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4010144.500000 Penalty: 3365.025879
	Iteration 14Q: 3 clusters Score -4010144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4010147.000000 Penalty: 3365.025879
	Iteration 15Q: 3 clusters Score -4010147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4010149.250000 Penalty: 3365.025879
	Iteration 16Q: 3 clusters Score -4010149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4010149.250000 Penalty: 3365.025879
	Iteration 17F: 3 clusters Score -4010149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Entering Unmasked Estep 
Score: -11403571.000000 Penalty: 1851.527954
	Iteration 0F: 2 clusters Score -1.140357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -11347675.000000 Penalty: 3703.055908
	Iteration 0F: 3 clusters Score -1.134768e+07 nChanged 42471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -11371862.000000 Penalty: 3703.055908
	Iteration 1F: 3 clusters Score -1.137186e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -11372577.000000 Penalty: 3703.055908
	Iteration 2Q: 3 clusters Score -1.137258e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -11373477.000000 Penalty: 3703.055908
	Iteration 3Q: 3 clusters Score -1.137348e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -11374786.000000 Penalty: 3703.055908
	Iteration 4Q: 3 clusters Score -1.137479e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -11376889.000000 Penalty: 3703.055908
	Iteration 5F: 3 clusters Score -1.137689e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -11380241.000000 Penalty: 3703.055908
	Iteration 6F: 3 clusters Score -1.138024e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -11385598.000000 Penalty: 3703.055908
	Iteration 7F: 3 clusters Score -1.13856e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -11391530.000000 Penalty: 3703.055908
	Iteration 8F: 3 clusters Score -1.139153e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -11396520.000000 Penalty: 3703.055908
	Iteration 9F: 3 clusters Score -1.139652e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -11399493.000000 Penalty: 3703.055908
	Iteration 10Q: 3 clusters Score -1.139949e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11400860.000000 Penalty: 3703.055908
	Iteration 11Q: 3 clusters Score -1.140086e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11401391.000000 Penalty: 3703.055908
	Iteration 12Q: 3 clusters Score -1.140139e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11401630.000000 Penalty: 3703.055908
	Iteration 13Q: 3 clusters Score -1.140163e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11401717.000000 Penalty: 3703.055908
	Iteration 14Q: 3 clusters Score -1.140172e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11401788.000000 Penalty: 3703.055908
	Iteration 15Q: 3 clusters Score -1.140179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11401831.000000 Penalty: 3703.055908
	Iteration 16Q: 3 clusters Score -1.140183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11401845.000000 Penalty: 3703.055908
	Iteration 17Q: 3 clusters Score -1.140184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11401873.000000 Penalty: 3703.055908
	Iteration 18Q: 3 clusters Score -1.140187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11401894.000000 Penalty: 3703.055908
	Iteration 19Q: 3 clusters Score -1.140189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11401898.000000 Penalty: 3703.055908
	Iteration 20F: 3 clusters Score -1.14019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11401901.000000 Penalty: 3703.055908
	Iteration 21Q: 3 clusters Score -1.14019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11401908.000000 Penalty: 3703.055908
	Iteration 22Q: 3 clusters Score -1.140191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11401906.000000 Penalty: 3703.055908
	Iteration 23Q: 3 clusters Score -1.140191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11401914.000000 Penalty: 3703.055908
	Iteration 24Q: 3 clusters Score -1.140191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11401920.000000 Penalty: 3703.055908
	Iteration 25Q: 3 clusters Score -1.140192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11401923.000000 Penalty: 3703.055908
	Iteration 26Q: 3 clusters Score -1.140192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11401923.000000 Penalty: 3703.055908
	Iteration 27F: 3 clusters Score -1.140192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -16718.462891 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -16718.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16011.960938 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -16011.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16214.265625 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -16214.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16398.880859 Penalty: 1764.537354
	Iteration 2F: 3 clusters Score -16398.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16507.398438 Penalty: 1764.537354
	Iteration 3F: 3 clusters Score -16507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16541.458984 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -16541.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16554.572266 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -16554.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16583.423828 Penalty: 1764.537354
	Iteration 6Q: 3 clusters Score -16583.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16595.699219 Penalty: 1764.537354
	Iteration 7Q: 3 clusters Score -16595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16603.630859 Penalty: 1764.537354
	Iteration 8Q: 3 clusters Score -16603.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16606.412109 Penalty: 1764.537354
	Iteration 9Q: 3 clusters Score -16606.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16630.220703 Penalty: 1764.537354
	Iteration 10Q: 3 clusters Score -16630.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16655.025391 Penalty: 1764.537354
	Iteration 11Q: 3 clusters Score -16655.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16708.880859 Penalty: 1764.537354
	Iteration 12Q: 3 clusters Score -16708.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16729.068359 Penalty: 1764.537354
	Iteration 13Q: 3 clusters Score -16729.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16775.500000 Penalty: 1764.537354
	Iteration 14Q: 3 clusters Score -16775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16776.037109 Penalty: 1764.537354
	Iteration 15Q: 3 clusters Score -16776.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16776.037109 Penalty: 1764.537354
	Iteration 16F: 3 clusters Score -16776.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 75932 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 88789 members 
Mstep: Class 9 contains 142 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 68025 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 86 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4445 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30793 members 
Entering Unmasked Estep 
Score: -61620644.000000 Penalty: 42607.062500
Splitting cluster 9 changes total score from -61621644.000000 to -61620644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -50201.511719 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -50201.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49391.988281 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -49391.99 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50147.093750 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -50147.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50413.492188 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -50413.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50461.570312 Penalty: 2030.614014
	Iteration 3Q: 3 clusters Score -50461.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50524.035156 Penalty: 2030.614014
	Iteration 4Q: 3 clusters Score -50524.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50532.113281 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -50532.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50537.699219 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -50537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50537.699219 Penalty: 2030.614014
	Iteration 7F: 3 clusters Score -50537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 75932 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 88789 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 68025 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4445 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30793 members 
Entering Unmasked Estep 
Score: -61621060.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61621644.000000 to -61621060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Entering Unmasked Estep 
Score: -4435101.500000 Penalty: 1705.857910
	Iteration 0F: 2 clusters Score -4435102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4410791.000000 Penalty: 3411.715820
	Iteration 0F: 3 clusters Score -4410791 nChanged 16742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4420214.500000 Penalty: 3411.715820
	Iteration 1F: 3 clusters Score -4420214 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4420610.000000 Penalty: 3411.715820
	Iteration 2Q: 3 clusters Score -4420610 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4421012.500000 Penalty: 3411.715820
	Iteration 3Q: 3 clusters Score -4421012 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4421384.500000 Penalty: 3411.715820
	Iteration 4Q: 3 clusters Score -4421384 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4421797.000000 Penalty: 3411.715820
	Iteration 5Q: 3 clusters Score -4421797 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4422305.000000 Penalty: 3411.715820
	Iteration 6Q: 3 clusters Score -4422305 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4422937.500000 Penalty: 3411.715820
	Iteration 7Q: 3 clusters Score -4422938 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4423625.500000 Penalty: 3411.715820
	Iteration 8Q: 3 clusters Score -4423626 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4424509.000000 Penalty: 3411.715820
	Iteration 9Q: 3 clusters Score -4424509 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4425520.500000 Penalty: 3411.715820
	Iteration 10Q: 3 clusters Score -4425520 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4426617.000000 Penalty: 3411.715820
	Iteration 11Q: 3 clusters Score -4426617 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4427645.000000 Penalty: 3411.715820
	Iteration 12Q: 3 clusters Score -4427645 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4428461.000000 Penalty: 3411.715820
	Iteration 13Q: 3 clusters Score -4428461 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4428941.500000 Penalty: 3411.715820
	Iteration 14Q: 3 clusters Score -4428942 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -4429298.500000 Penalty: 3411.715820
	Iteration 15Q: 3 clusters Score -4429298 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4429575.500000 Penalty: 3411.715820
	Iteration 16Q: 3 clusters Score -4429576 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4429857.500000 Penalty: 3411.715820
	Iteration 17Q: 3 clusters Score -4429858 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4430127.000000 Penalty: 3411.715820
	Iteration 18Q: 3 clusters Score -4430127 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4430411.500000 Penalty: 3411.715820
	Iteration 19Q: 3 clusters Score -4430412 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4430659.000000 Penalty: 3411.715820
	Iteration 20F: 3 clusters Score -4430659 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4430888.500000 Penalty: 3411.715820
	Iteration 21Q: 3 clusters Score -4430888 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4431093.000000 Penalty: 3411.715820
	Iteration 22Q: 3 clusters Score -4431093 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4431345.000000 Penalty: 3411.715820
	Iteration 23Q: 3 clusters Score -4431345 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4431578.000000 Penalty: 3411.715820
	Iteration 24Q: 3 clusters Score -4431578 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4431809.000000 Penalty: 3411.715820
	Iteration 25Q: 3 clusters Score -4431809 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4432039.000000 Penalty: 3411.715820
	Iteration 26Q: 3 clusters Score -4432039 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4432246.500000 Penalty: 3411.715820
	Iteration 27Q: 3 clusters Score -4432246 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4432432.000000 Penalty: 3411.715820
	Iteration 28Q: 3 clusters Score -4432432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4432582.000000 Penalty: 3411.715820
	Iteration 29Q: 3 clusters Score -4432582 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4432726.500000 Penalty: 3411.715820
	Iteration 30Q: 3 clusters Score -4432726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4432856.000000 Penalty: 3411.715820
	Iteration 31Q: 3 clusters Score -4432856 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4432994.500000 Penalty: 3411.715820
	Iteration 32Q: 3 clusters Score -4432994 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4433121.000000 Penalty: 3411.715820
	Iteration 33Q: 3 clusters Score -4433121 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4433238.000000 Penalty: 3411.715820
	Iteration 34Q: 3 clusters Score -4433238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4433324.000000 Penalty: 3411.715820
	Iteration 35Q: 3 clusters Score -4433324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4433412.000000 Penalty: 3411.715820
	Iteration 36Q: 3 clusters Score -4433412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4433472.500000 Penalty: 3411.715820
	Iteration 37Q: 3 clusters Score -4433472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4433519.500000 Penalty: 3411.715820
	Iteration 38Q: 3 clusters Score -4433520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4433544.000000 Penalty: 3411.715820
	Iteration 39Q: 3 clusters Score -4433544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4433568.500000 Penalty: 3411.715820
	Iteration 40F: 3 clusters Score -4433568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4433580.500000 Penalty: 3411.715820
	Iteration 41Q: 3 clusters Score -4433580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4433589.500000 Penalty: 3411.715820
	Iteration 42Q: 3 clusters Score -4433590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4433594.000000 Penalty: 3411.715820
	Iteration 43Q: 3 clusters Score -4433594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4433599.500000 Penalty: 3411.715820
	Iteration 44Q: 3 clusters Score -4433600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4433601.500000 Penalty: 3411.715820
	Iteration 45Q: 3 clusters Score -4433602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4433606.500000 Penalty: 3411.715820
	Iteration 46Q: 3 clusters Score -4433606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4433610.500000 Penalty: 3411.715820
	Iteration 47Q: 3 clusters Score -4433610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4433621.500000 Penalty: 3411.715820
	Iteration 48Q: 3 clusters Score -4433622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4433618.500000 Penalty: 3411.715820
	Iteration 49Q: 3 clusters Score -4433618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4433614.500000 Penalty: 3411.715820
	Iteration 50Q: 3 clusters Score -4433614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4433621.500000 Penalty: 3411.715820
	Iteration 51Q: 3 clusters Score -4433622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4433628.000000 Penalty: 3411.715820
	Iteration 52Q: 3 clusters Score -4433628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4433627.500000 Penalty: 3411.715820
	Iteration 53Q: 3 clusters Score -4433628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4433627.500000 Penalty: 3411.715820
	Iteration 54F: 3 clusters Score -4433628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Entering Unmasked Estep 
Score: -8709334.000000 Penalty: 1808.239868
	Iteration 0F: 2 clusters Score -8709334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -8664444.000000 Penalty: 3616.479736
	Iteration 0F: 3 clusters Score -8664444 nChanged 32234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -8683327.000000 Penalty: 3616.479736
	Iteration 1F: 3 clusters Score -8683327 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -8684156.000000 Penalty: 3616.479736
	Iteration 2Q: 3 clusters Score -8684156 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -8685458.000000 Penalty: 3616.479736
	Iteration 3Q: 3 clusters Score -8685458 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -8687324.000000 Penalty: 3616.479736
	Iteration 4Q: 3 clusters Score -8687324 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -8689959.000000 Penalty: 3616.479736
	Iteration 5F: 3 clusters Score -8689959 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8693197.000000 Penalty: 3616.479736
	Iteration 6F: 3 clusters Score -8693197 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8696695.000000 Penalty: 3616.479736
	Iteration 7F: 3 clusters Score -8696695 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8699525.000000 Penalty: 3616.479736
	Iteration 8F: 3 clusters Score -8699525 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8701022.000000 Penalty: 3616.479736
	Iteration 9Q: 3 clusters Score -8701022 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8701774.000000 Penalty: 3616.479736
	Iteration 10Q: 3 clusters Score -8701774 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8702171.000000 Penalty: 3616.479736
	Iteration 11Q: 3 clusters Score -8702171 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8702429.000000 Penalty: 3616.479736
	Iteration 12Q: 3 clusters Score -8702429 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8702650.000000 Penalty: 3616.479736
	Iteration 13Q: 3 clusters Score -8702650 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8702871.000000 Penalty: 3616.479736
	Iteration 14Q: 3 clusters Score -8702871 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8703049.000000 Penalty: 3616.479736
	Iteration 15Q: 3 clusters Score -8703049 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8703203.000000 Penalty: 3616.479736
	Iteration 16Q: 3 clusters Score -8703203 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8703360.000000 Penalty: 3616.479736
	Iteration 17Q: 3 clusters Score -8703360 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8703493.000000 Penalty: 3616.479736
	Iteration 18Q: 3 clusters Score -8703493 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8703612.000000 Penalty: 3616.479736
	Iteration 19Q: 3 clusters Score -8703612 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8703680.000000 Penalty: 3616.479736
	Iteration 20F: 3 clusters Score -8703680 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -8703782.000000 Penalty: 3616.479736
	Iteration 21Q: 3 clusters Score -8703782 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8703903.000000 Penalty: 3616.479736
	Iteration 22Q: 3 clusters Score -8703903 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8704003.000000 Penalty: 3616.479736
	Iteration 23Q: 3 clusters Score -8704003 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8704050.000000 Penalty: 3616.479736
	Iteration 24Q: 3 clusters Score -8704050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8704103.000000 Penalty: 3616.479736
	Iteration 25Q: 3 clusters Score -8704103 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8704133.000000 Penalty: 3616.479736
	Iteration 26Q: 3 clusters Score -8704133 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8704163.000000 Penalty: 3616.479736
	Iteration 27Q: 3 clusters Score -8704163 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8704180.000000 Penalty: 3616.479736
	Iteration 28Q: 3 clusters Score -8704180 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8704211.000000 Penalty: 3616.479736
	Iteration 29Q: 3 clusters Score -8704211 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8704246.000000 Penalty: 3616.479736
	Iteration 30Q: 3 clusters Score -8704246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -8704293.000000 Penalty: 3616.479736
	Iteration 31Q: 3 clusters Score -8704293 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -8704294.000000 Penalty: 3616.479736
	Iteration 32Q: 3 clusters Score -8704294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8704326.000000 Penalty: 3616.479736
	Iteration 33Q: 3 clusters Score -8704326 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -8704357.000000 Penalty: 3616.479736
	Iteration 34Q: 3 clusters Score -8704357 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -8704371.000000 Penalty: 3616.479736
	Iteration 35Q: 3 clusters Score -8704371 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -8704389.000000 Penalty: 3616.479736
	Iteration 36Q: 3 clusters Score -8704389 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -8704408.000000 Penalty: 3616.479736
	Iteration 37Q: 3 clusters Score -8704408 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8704404.000000 Penalty: 3616.479736
	Iteration 38Q: 3 clusters Score -8704404 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -8704449.000000 Penalty: 3616.479736
	Iteration 39Q: 3 clusters Score -8704449 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -8704465.000000 Penalty: 3616.479736
	Iteration 40F: 3 clusters Score -8704465 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8704504.000000 Penalty: 3616.479736
	Iteration 41Q: 3 clusters Score -8704504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -8704516.000000 Penalty: 3616.479736
	Iteration 42Q: 3 clusters Score -8704516 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -8704546.000000 Penalty: 3616.479736
	Iteration 43Q: 3 clusters Score -8704546 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -8704569.000000 Penalty: 3616.479736
	Iteration 44Q: 3 clusters Score -8704569 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -8704600.000000 Penalty: 3616.479736
	Iteration 45Q: 3 clusters Score -8704600 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -8704629.000000 Penalty: 3616.479736
	Iteration 46Q: 3 clusters Score -8704629 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -8704700.000000 Penalty: 3616.479736
	Iteration 47Q: 3 clusters Score -8704700 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -8704737.000000 Penalty: 3616.479736
	Iteration 48Q: 3 clusters Score -8704737 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -8704744.000000 Penalty: 3616.479736
	Iteration 49Q: 3 clusters Score -8704744 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -8704776.000000 Penalty: 3616.479736
	Iteration 50Q: 3 clusters Score -8704776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -8704827.000000 Penalty: 3616.479736
	Iteration 51Q: 3 clusters Score -8704827 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -8704865.000000 Penalty: 3616.479736
	Iteration 52Q: 3 clusters Score -8704865 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -8704873.000000 Penalty: 3616.479736
	Iteration 53Q: 3 clusters Score -8704873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -8704894.000000 Penalty: 3616.479736
	Iteration 54Q: 3 clusters Score -8704894 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -8704929.000000 Penalty: 3616.479736
	Iteration 55Q: 3 clusters Score -8704929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -8704948.000000 Penalty: 3616.479736
	Iteration 56Q: 3 clusters Score -8704948 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -8704983.000000 Penalty: 3616.479736
	Iteration 57Q: 3 clusters Score -8704983 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -8705010.000000 Penalty: 3616.479736
	Iteration 58Q: 3 clusters Score -8705010 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -8705031.000000 Penalty: 3616.479736
	Iteration 59Q: 3 clusters Score -8705031 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -8705031.000000 Penalty: 3616.479736
	Iteration 60F: 3 clusters Score -8705031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -8705060.000000 Penalty: 3616.479736
	Iteration 61Q: 3 clusters Score -8705060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -8705061.000000 Penalty: 3616.479736
	Iteration 62Q: 3 clusters Score -8705061 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -8705088.000000 Penalty: 3616.479736
	Iteration 63Q: 3 clusters Score -8705088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -8705090.000000 Penalty: 3616.479736
	Iteration 64Q: 3 clusters Score -8705090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -8705118.000000 Penalty: 3616.479736
	Iteration 65Q: 3 clusters Score -8705118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -8705138.000000 Penalty: 3616.479736
	Iteration 66Q: 3 clusters Score -8705138 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -8705140.000000 Penalty: 3616.479736
	Iteration 67Q: 3 clusters Score -8705140 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -8705155.000000 Penalty: 3616.479736
	Iteration 68Q: 3 clusters Score -8705155 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -8705178.000000 Penalty: 3616.479736
	Iteration 69Q: 3 clusters Score -8705178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -8705226.000000 Penalty: 3616.479736
	Iteration 70Q: 3 clusters Score -8705226 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -8705257.000000 Penalty: 3616.479736
	Iteration 71Q: 3 clusters Score -8705257 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -8705277.000000 Penalty: 3616.479736
	Iteration 72Q: 3 clusters Score -8705277 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -8705307.000000 Penalty: 3616.479736
	Iteration 73Q: 3 clusters Score -8705307 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -8705394.000000 Penalty: 3616.479736
	Iteration 74Q: 3 clusters Score -8705394 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -8705464.000000 Penalty: 3616.479736
	Iteration 75Q: 3 clusters Score -8705464 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -8705529.000000 Penalty: 3616.479736
	Iteration 76Q: 3 clusters Score -8705529 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -8705613.000000 Penalty: 3616.479736
	Iteration 77Q: 3 clusters Score -8705613 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -8705739.000000 Penalty: 3616.479736
	Iteration 78Q: 3 clusters Score -8705739 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -8705842.000000 Penalty: 3616.479736
	Iteration 79Q: 3 clusters Score -8705842 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -8705933.000000 Penalty: 3616.479736
	Iteration 80F: 3 clusters Score -8705933 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -8706061.000000 Penalty: 3616.479736
	Iteration 81Q: 3 clusters Score -8706061 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -8706125.000000 Penalty: 3616.479736
	Iteration 82Q: 3 clusters Score -8706125 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -8706191.000000 Penalty: 3616.479736
	Iteration 83Q: 3 clusters Score -8706191 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -8706273.000000 Penalty: 3616.479736
	Iteration 84Q: 3 clusters Score -8706273 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -8706357.000000 Penalty: 3616.479736
	Iteration 85Q: 3 clusters Score -8706357 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -8706439.000000 Penalty: 3616.479736
	Iteration 86Q: 3 clusters Score -8706439 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -8706525.000000 Penalty: 3616.479736
	Iteration 87Q: 3 clusters Score -8706525 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8706598.000000 Penalty: 3616.479736
	Iteration 88Q: 3 clusters Score -8706598 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -8706707.000000 Penalty: 3616.479736
	Iteration 89Q: 3 clusters Score -8706707 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -8706826.000000 Penalty: 3616.479736
	Iteration 90Q: 3 clusters Score -8706826 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -8706897.000000 Penalty: 3616.479736
	Iteration 91Q: 3 clusters Score -8706897 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -8706975.000000 Penalty: 3616.479736
	Iteration 92Q: 3 clusters Score -8706975 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -8707089.000000 Penalty: 3616.479736
	Iteration 93Q: 3 clusters Score -8707089 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -8707195.000000 Penalty: 3616.479736
	Iteration 94Q: 3 clusters Score -8707195 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8707284.000000 Penalty: 3616.479736
	Iteration 95Q: 3 clusters Score -8707284 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -8707339.000000 Penalty: 3616.479736
	Iteration 96Q: 3 clusters Score -8707339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -8707432.000000 Penalty: 3616.479736
	Iteration 97Q: 3 clusters Score -8707432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -8707486.000000 Penalty: 3616.479736
	Iteration 98Q: 3 clusters Score -8707486 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8707534.000000 Penalty: 3616.479736
	Iteration 99Q: 3 clusters Score -8707534 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -8707586.000000 Penalty: 3616.479736
	Iteration 100F: 3 clusters Score -8707586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -8707670.000000 Penalty: 3616.479736
	Iteration 101Q: 3 clusters Score -8707670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -8707727.000000 Penalty: 3616.479736
	Iteration 102Q: 3 clusters Score -8707727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -8707735.000000 Penalty: 3616.479736
	Iteration 103Q: 3 clusters Score -8707735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -8707752.000000 Penalty: 3616.479736
	Iteration 104Q: 3 clusters Score -8707752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -8707764.000000 Penalty: 3616.479736
	Iteration 105Q: 3 clusters Score -8707764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -8707785.000000 Penalty: 3616.479736
	Iteration 106Q: 3 clusters Score -8707785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -8707812.000000 Penalty: 3616.479736
	Iteration 107Q: 3 clusters Score -8707812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -8707810.000000 Penalty: 3616.479736
	Iteration 108Q: 3 clusters Score -8707810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -8707842.000000 Penalty: 3616.479736
	Iteration 109Q: 3 clusters Score -8707842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -8707853.000000 Penalty: 3616.479736
	Iteration 110Q: 3 clusters Score -8707853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8707877.000000 Penalty: 3616.479736
	Iteration 111Q: 3 clusters Score -8707877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -8707872.000000 Penalty: 3616.479736
	Iteration 112Q: 3 clusters Score -8707872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -8707872.000000 Penalty: 3616.479736
	Iteration 113Q: 3 clusters Score -8707872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -8707900.000000 Penalty: 3616.479736
	Iteration 114Q: 3 clusters Score -8707900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -8707912.000000 Penalty: 3616.479736
	Iteration 115Q: 3 clusters Score -8707912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -8707926.000000 Penalty: 3616.479736
	Iteration 116Q: 3 clusters Score -8707926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -8707936.000000 Penalty: 3616.479736
	Iteration 117Q: 3 clusters Score -8707936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -8707937.000000 Penalty: 3616.479736
	Iteration 118Q: 3 clusters Score -8707937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -8707938.000000 Penalty: 3616.479736
	Iteration 119Q: 3 clusters Score -8707938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8707940.000000 Penalty: 3616.479736
	Iteration 120F: 3 clusters Score -8707940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8707945.000000 Penalty: 3616.479736
	Iteration 121Q: 3 clusters Score -8707945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -8707941.000000 Penalty: 3616.479736
	Iteration 122Q: 3 clusters Score -8707941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -8707948.000000 Penalty: 3616.479736
	Iteration 123Q: 3 clusters Score -8707948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -8707954.000000 Penalty: 3616.479736
	Iteration 124Q: 3 clusters Score -8707954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -8707950.000000 Penalty: 3616.479736
	Iteration 125Q: 3 clusters Score -8707950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -8707952.000000 Penalty: 3616.479736
	Iteration 126Q: 3 clusters Score -8707952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8707955.000000 Penalty: 3616.479736
	Iteration 127Q: 3 clusters Score -8707955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -8707963.000000 Penalty: 3616.479736
	Iteration 128Q: 3 clusters Score -8707963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -8707963.000000 Penalty: 3616.479736
	Iteration 129Q: 3 clusters Score -8707963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -8707963.000000 Penalty: 3616.479736
	Iteration 130Q: 3 clusters Score -8707963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -8707965.000000 Penalty: 3616.479736
	Iteration 131Q: 3 clusters Score -8707965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8707966.000000 Penalty: 3616.479736
	Iteration 132Q: 3 clusters Score -8707966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8707967.000000 Penalty: 3616.479736
	Iteration 133Q: 3 clusters Score -8707967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -8707972.000000 Penalty: 3616.479736
	Iteration 134Q: 3 clusters Score -8707972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -8707971.000000 Penalty: 3616.479736
	Iteration 135Q: 3 clusters Score -8707971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -8707964.000000 Penalty: 3616.479736
	Iteration 136Q: 3 clusters Score -8707964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -8707968.000000 Penalty: 3616.479736
	Iteration 137Q: 3 clusters Score -8707968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -8707965.000000 Penalty: 3616.479736
	Iteration 138Q: 3 clusters Score -8707965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -8707969.000000 Penalty: 3616.479736
	Iteration 139Q: 3 clusters Score -8707969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -8707969.000000 Penalty: 3616.479736
	Iteration 140F: 3 clusters Score -8707969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -8707969.000000 Penalty: 3616.479736
	Iteration 141Q: 3 clusters Score -8707969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -8707969.000000 Penalty: 3616.479736
	Iteration 142F: 3 clusters Score -8707969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Entering Unmasked Estep 
Score: -8370739.500000 Penalty: 1802.717285
	Iteration 0F: 2 clusters Score -8370740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -8326975.500000 Penalty: 3605.434570
	Iteration 0F: 3 clusters Score -8326976 nChanged 31209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8344977.500000 Penalty: 3605.434570
	Iteration 1F: 3 clusters Score -8344978 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -8345636.500000 Penalty: 3605.434570
	Iteration 2Q: 3 clusters Score -8345636 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -8346538.500000 Penalty: 3605.434570
	Iteration 3Q: 3 clusters Score -8346538 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -8347624.500000 Penalty: 3605.434570
	Iteration 4Q: 3 clusters Score -8347624 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8349067.000000 Penalty: 3605.434570
	Iteration 5Q: 3 clusters Score -8349067 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8351075.000000 Penalty: 3605.434570
	Iteration 6F: 3 clusters Score -8351075 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8353736.000000 Penalty: 3605.434570
	Iteration 7F: 3 clusters Score -8353736 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -8357246.000000 Penalty: 3605.434570
	Iteration 8F: 3 clusters Score -8357246 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -8361135.000000 Penalty: 3605.434570
	Iteration 9F: 3 clusters Score -8361135 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8364698.500000 Penalty: 3605.434570
	Iteration 10F: 3 clusters Score -8364698 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -8366913.000000 Penalty: 3605.434570
	Iteration 11Q: 3 clusters Score -8366913 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -8368029.500000 Penalty: 3605.434570
	Iteration 12Q: 3 clusters Score -8368030 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -8368581.500000 Penalty: 3605.434570
	Iteration 13Q: 3 clusters Score -8368582 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -8368865.500000 Penalty: 3605.434570
	Iteration 14Q: 3 clusters Score -8368866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -8369008.000000 Penalty: 3605.434570
	Iteration 15Q: 3 clusters Score -8369008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -8369058.500000 Penalty: 3605.434570
	Iteration 16Q: 3 clusters Score -8369058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -8369117.000000 Penalty: 3605.434570
	Iteration 17Q: 3 clusters Score -8369117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -8369163.500000 Penalty: 3605.434570
	Iteration 18Q: 3 clusters Score -8369164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -8369184.500000 Penalty: 3605.434570
	Iteration 19Q: 3 clusters Score -8369184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -8369201.500000 Penalty: 3605.434570
	Iteration 20F: 3 clusters Score -8369202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -8369197.500000 Penalty: 3605.434570
	Iteration 21Q: 3 clusters Score -8369198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8369203.500000 Penalty: 3605.434570
	Iteration 22Q: 3 clusters Score -8369204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -8369206.500000 Penalty: 3605.434570
	Iteration 23Q: 3 clusters Score -8369206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -8369209.000000 Penalty: 3605.434570
	Iteration 24Q: 3 clusters Score -8369209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -8369213.500000 Penalty: 3605.434570
	Iteration 25Q: 3 clusters Score -8369214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -8369219.500000 Penalty: 3605.434570
	Iteration 26Q: 3 clusters Score -8369220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8369218.000000 Penalty: 3605.434570
	Iteration 27Q: 3 clusters Score -8369218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8369218.000000 Penalty: 3605.434570
	Iteration 28F: 3 clusters Score -8369218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61770.699219 Penalty: 1023.280212
	Iteration 0F: 2 clusters Score -61770.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60650.761719 Penalty: 2046.560425
	Iteration 0F: 3 clusters Score -60650.76 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60870.121094 Penalty: 2046.560425
	Iteration 1F: 3 clusters Score -60870.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60921.843750 Penalty: 2046.560425
	Iteration 2F: 3 clusters Score -60921.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60954.210938 Penalty: 2046.560425
	Iteration 3Q: 3 clusters Score -60954.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60961.785156 Penalty: 2046.560425
	Iteration 4Q: 3 clusters Score -60961.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60971.250000 Penalty: 2046.560425
	Iteration 5Q: 3 clusters Score -60971.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60985.476562 Penalty: 2046.560425
	Iteration 6Q: 3 clusters Score -60985.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60991.546875 Penalty: 2046.560425
	Iteration 7Q: 3 clusters Score -60991.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60994.914062 Penalty: 2046.560425
	Iteration 8Q: 3 clusters Score -60994.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60996.757812 Penalty: 2046.560425
	Iteration 9Q: 3 clusters Score -60996.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60998.578125 Penalty: 2046.560425
	Iteration 10Q: 3 clusters Score -60998.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60998.578125 Penalty: 2046.560425
	Iteration 11F: 3 clusters Score -60998.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -24963.240234 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -24963.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24214.671875 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -24214.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24359.332031 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -24359.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24424.566406 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -24424.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24446.617188 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -24446.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24456.525391 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -24456.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24459.607422 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -24459.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24459.607422 Penalty: 1793.172119
	Iteration 6F: 3 clusters Score -24459.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17809.464844 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -17809.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17202.515625 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -17202.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17292.583984 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -17292.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17340.792969 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -17340.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17343.162109 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -17343.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17343.845703 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -17343.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17343.845703 Penalty: 1689.511475
	Iteration 5F: 3 clusters Score -17343.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -521008.375000 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -521008.4 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: -517379.656250 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -517379.7 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -518369.406250 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -518369.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -518537.406250 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -518537.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -518674.531250 Penalty: 2729.848877
	Iteration 3F: 3 clusters Score -518674.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -518803.562500 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -518803.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -518943.812500 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -518943.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -519111.343750 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -519111.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -519279.093750 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -519279.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -519446.187500 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -519446.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -519604.687500 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -519604.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -519721.531250 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -519721.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -519793.312500 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -519793.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -519854.250000 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -519854.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -519896.125000 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -519896.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -519933.125000 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -519933.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -519949.062500 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -519949.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -519958.031250 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -519958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -519961.562500 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -519961.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -519966.218750 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -519966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -519968.562500 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -519968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -519969.718750 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -519969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -519971.625000 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -519971.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -519974.000000 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -519974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -519975.031250 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -519975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -519975.968750 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -519976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -519975.843750 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -519975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -519975.875000 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -519975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -519976.500000 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -519976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -519976.500000 Penalty: 2729.848877
	Iteration 28F: 3 clusters Score -519976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -133069.328125 Penalty: 1131.671997
	Iteration 0F: 2 clusters Score -133069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131550.671875 Penalty: 2263.343994
	Iteration 0F: 3 clusters Score -131550.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131794.031250 Penalty: 2263.343994
	Iteration 1F: 3 clusters Score -131794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131851.656250 Penalty: 2263.343994
	Iteration 2F: 3 clusters Score -131851.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131898.734375 Penalty: 2263.343994
	Iteration 3Q: 3 clusters Score -131898.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131927.203125 Penalty: 2263.343994
	Iteration 4Q: 3 clusters Score -131927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131950.843750 Penalty: 2263.343994
	Iteration 5Q: 3 clusters Score -131950.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131963.437500 Penalty: 2263.343994
	Iteration 6Q: 3 clusters Score -131963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131972.921875 Penalty: 2263.343994
	Iteration 7Q: 3 clusters Score -131972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131979.687500 Penalty: 2263.343994
	Iteration 8Q: 3 clusters Score -131979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131985.328125 Penalty: 2263.343994
	Iteration 9Q: 3 clusters Score -131985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131987.875000 Penalty: 2263.343994
	Iteration 10Q: 3 clusters Score -131987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131988.375000 Penalty: 2263.343994
	Iteration 11Q: 3 clusters Score -131988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131988.718750 Penalty: 2263.343994
	Iteration 12Q: 3 clusters Score -131988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131989.234375 Penalty: 2263.343994
	Iteration 13Q: 3 clusters Score -131989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131989.234375 Penalty: 2263.343994
	Iteration 14F: 3 clusters Score -131989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Entering Unmasked Estep 
Score: -3920783.500000 Penalty: 1679.444458
	Iteration 0F: 2 clusters Score -3920784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3900029.750000 Penalty: 3358.888916
	Iteration 0F: 3 clusters Score -3900030 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3908073.250000 Penalty: 3358.888916
	Iteration 1F: 3 clusters Score -3908073 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3908667.750000 Penalty: 3358.888916
	Iteration 2F: 3 clusters Score -3908668 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3909320.500000 Penalty: 3358.888916
	Iteration 3F: 3 clusters Score -3909320 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3910189.000000 Penalty: 3358.888916
	Iteration 4F: 3 clusters Score -3910189 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3911390.500000 Penalty: 3358.888916
	Iteration 5F: 3 clusters Score -3911390 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3912979.000000 Penalty: 3358.888916
	Iteration 6F: 3 clusters Score -3912979 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3914882.500000 Penalty: 3358.888916
	Iteration 7F: 3 clusters Score -3914882 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3916716.000000 Penalty: 3358.888916
	Iteration 8F: 3 clusters Score -3916716 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3918039.750000 Penalty: 3358.888916
	Iteration 9Q: 3 clusters Score -3918040 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3918735.500000 Penalty: 3358.888916
	Iteration 10Q: 3 clusters Score -3918736 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3919049.250000 Penalty: 3358.888916
	Iteration 11Q: 3 clusters Score -3919049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3919204.250000 Penalty: 3358.888916
	Iteration 12Q: 3 clusters Score -3919204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3919276.500000 Penalty: 3358.888916
	Iteration 13Q: 3 clusters Score -3919276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3919317.750000 Penalty: 3358.888916
	Iteration 14Q: 3 clusters Score -3919318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3919334.500000 Penalty: 3358.888916
	Iteration 15Q: 3 clusters Score -3919334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3919339.250000 Penalty: 3358.888916
	Iteration 16Q: 3 clusters Score -3919339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3919355.750000 Penalty: 3358.888916
	Iteration 17Q: 3 clusters Score -3919356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3919366.250000 Penalty: 3358.888916
	Iteration 18Q: 3 clusters Score -3919366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3919373.500000 Penalty: 3358.888916
	Iteration 19Q: 3 clusters Score -3919374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3919387.750000 Penalty: 3358.888916
	Iteration 20F: 3 clusters Score -3919388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3919386.000000 Penalty: 3358.888916
	Iteration 21Q: 3 clusters Score -3919386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3919391.750000 Penalty: 3358.888916
	Iteration 22Q: 3 clusters Score -3919392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3919397.250000 Penalty: 3358.888916
	Iteration 23Q: 3 clusters Score -3919397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3919402.500000 Penalty: 3358.888916
	Iteration 24Q: 3 clusters Score -3919402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3919404.250000 Penalty: 3358.888916
	Iteration 25Q: 3 clusters Score -3919404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3919404.250000 Penalty: 3358.888916
	Iteration 26F: 3 clusters Score -3919404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 75932 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 88789 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 68025 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4445 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 30793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622056.000000 Penalty: 40476.707031
Iteration 79Q: 20 clusters Score -6.162206e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 54238 members 
Mstep: Class 4 contains 76088 members 
Mstep: Class 5 contains 22062 members 
Mstep: Class 6 contains 6157 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 8 contains 89028 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 36249 members 
Mstep: Class 12 contains 68264 members 
Mstep: Class 13 contains 65608 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 22 contains 1087 members 
Mstep: Class 23 contains 30691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622484.000000 Penalty: 40476.707031
Iteration 80F: 20 clusters Score -6.162248e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 54089 members 
Mstep: Class 4 contains 76222 members 
Mstep: Class 5 contains 21998 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 31049 members 
Mstep: Class 8 contains 89221 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 36162 members 
Mstep: Class 12 contains 68510 members 
Mstep: Class 13 contains 65478 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 30610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622936.000000 Penalty: 40476.707031
Iteration 81Q: 20 clusters Score -6.162294e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 76455 members 
Mstep: Class 5 contains 21964 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 30882 members 
Mstep: Class 8 contains 89344 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 36124 members 
Mstep: Class 12 contains 68707 members 
Mstep: Class 13 contains 65366 members 
Mstep: Class 14 contains 554 members 
Mstep: Class 15 contains 265 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 30550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623028.000000 Penalty: 40476.707031
Iteration 82Q: 20 clusters Score -6.162303e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 53805 members 
Mstep: Class 4 contains 76734 members 
Mstep: Class 5 contains 21945 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 30744 members 
Mstep: Class 8 contains 89329 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 36072 members 
Mstep: Class 12 contains 68885 members 
Mstep: Class 13 contains 65293 members 
Mstep: Class 14 contains 557 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4423 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 30518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622988.000000 Penalty: 40476.707031
Iteration 83Q: 20 clusters Score -6.162299e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 53694 members 
Mstep: Class 4 contains 76996 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 30608 members 
Mstep: Class 8 contains 89311 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 36037 members 
Mstep: Class 12 contains 69029 members 
Mstep: Class 13 contains 65220 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 30488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623208.000000 Penalty: 40476.707031
Iteration 84Q: 20 clusters Score -6.162321e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 53599 members 
Mstep: Class 4 contains 77256 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 30468 members 
Mstep: Class 8 contains 89281 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 69149 members 
Mstep: Class 13 contains 65175 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4416 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623260.000000 Penalty: 40476.707031
Iteration 85Q: 20 clusters Score -6.162326e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 53516 members 
Mstep: Class 4 contains 77592 members 
Mstep: Class 5 contains 21878 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 30352 members 
Mstep: Class 8 contains 89162 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35966 members 
Mstep: Class 12 contains 69251 members 
Mstep: Class 13 contains 65124 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 30436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623208.000000 Penalty: 40476.707031
Iteration 86Q: 20 clusters Score -6.162321e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 53438 members 
Mstep: Class 4 contains 77998 members 
Mstep: Class 5 contains 21858 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 30229 members 
Mstep: Class 8 contains 89067 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35929 members 
Mstep: Class 12 contains 69298 members 
Mstep: Class 13 contains 65069 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 30387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623388.000000 Penalty: 40476.707031
Iteration 87Q: 20 clusters Score -6.162339e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 53363 members 
Mstep: Class 4 contains 78409 members 
Mstep: Class 5 contains 21841 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 30121 members 
Mstep: Class 8 contains 88922 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35896 members 
Mstep: Class 12 contains 69330 members 
Mstep: Class 13 contains 65037 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623464.000000 Penalty: 40476.707031
Iteration 88Q: 20 clusters Score -6.162346e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 53292 members 
Mstep: Class 4 contains 78822 members 
Mstep: Class 5 contains 21826 members 
Mstep: Class 6 contains 6610 members 
Mstep: Class 7 contains 30034 members 
Mstep: Class 8 contains 88748 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35861 members 
Mstep: Class 12 contains 69339 members 
Mstep: Class 13 contains 65006 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 30309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623500.000000 Penalty: 40476.707031
Iteration 89Q: 20 clusters Score -6.16235e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 53188 members 
Mstep: Class 4 contains 79279 members 
Mstep: Class 5 contains 21812 members 
Mstep: Class 6 contains 6665 members 
Mstep: Class 7 contains 29936 members 
Mstep: Class 8 contains 88560 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35810 members 
Mstep: Class 12 contains 69336 members 
Mstep: Class 13 contains 64982 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 30284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623524.000000 Penalty: 40476.707031
Iteration 90Q: 20 clusters Score -6.162352e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 53103 members 
Mstep: Class 4 contains 79756 members 
Mstep: Class 5 contains 21804 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 29833 members 
Mstep: Class 8 contains 88364 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35780 members 
Mstep: Class 12 contains 69329 members 
Mstep: Class 13 contains 64931 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4389 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 30257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623564.000000 Penalty: 40476.707031
Iteration 91Q: 20 clusters Score -6.162356e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 53010 members 
Mstep: Class 4 contains 80273 members 
Mstep: Class 5 contains 21797 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 29727 members 
Mstep: Class 8 contains 88123 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35756 members 
Mstep: Class 12 contains 69328 members 
Mstep: Class 13 contains 64889 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 30220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623440.000000 Penalty: 40476.707031
Iteration 92Q: 20 clusters Score -6.162344e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 52917 members 
Mstep: Class 4 contains 80813 members 
Mstep: Class 5 contains 21785 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 29635 members 
Mstep: Class 8 contains 87846 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35732 members 
Mstep: Class 12 contains 69333 members 
Mstep: Class 13 contains 64838 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4384 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 30180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623468.000000 Penalty: 40476.707031
Iteration 93Q: 20 clusters Score -6.162347e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 52811 members 
Mstep: Class 4 contains 81396 members 
Mstep: Class 5 contains 21771 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 29548 members 
Mstep: Class 8 contains 87510 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35710 members 
Mstep: Class 12 contains 69331 members 
Mstep: Class 13 contains 64805 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 30153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623504.000000 Penalty: 40476.707031
Iteration 94Q: 20 clusters Score -6.16235e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 52728 members 
Mstep: Class 4 contains 82003 members 
Mstep: Class 5 contains 21754 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 29434 members 
Mstep: Class 8 contains 87173 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35698 members 
Mstep: Class 12 contains 69310 members 
Mstep: Class 13 contains 64773 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 30119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623380.000000 Penalty: 40476.707031
Iteration 95Q: 20 clusters Score -6.162338e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 52656 members 
Mstep: Class 4 contains 82722 members 
Mstep: Class 5 contains 21731 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 29335 members 
Mstep: Class 8 contains 86752 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35677 members 
Mstep: Class 12 contains 69299 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 30097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623652.000000 Penalty: 40476.707031
Iteration 96Q: 20 clusters Score -6.162365e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 52600 members 
Mstep: Class 4 contains 83442 members 
Mstep: Class 5 contains 21714 members 
Mstep: Class 6 contains 6971 members 
Mstep: Class 7 contains 29245 members 
Mstep: Class 8 contains 86350 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35641 members 
Mstep: Class 12 contains 69263 members 
Mstep: Class 13 contains 64615 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 30076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623420.000000 Penalty: 40476.707031
Iteration 97Q: 20 clusters Score -6.162342e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 52546 members 
Mstep: Class 4 contains 84151 members 
Mstep: Class 5 contains 21697 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 29132 members 
Mstep: Class 8 contains 86035 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 69204 members 
Mstep: Class 13 contains 64515 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 30042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623588.000000 Penalty: 40476.707031
Iteration 98Q: 20 clusters Score -6.162359e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 52467 members 
Mstep: Class 4 contains 84831 members 
Mstep: Class 5 contains 21684 members 
Mstep: Class 6 contains 7033 members 
Mstep: Class 7 contains 29051 members 
Mstep: Class 8 contains 85726 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35560 members 
Mstep: Class 12 contains 69135 members 
Mstep: Class 13 contains 64435 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 30010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623544.000000 Penalty: 40476.707031
Iteration 99Q: 20 clusters Score -6.162354e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 52399 members 
Mstep: Class 4 contains 85443 members 
Mstep: Class 5 contains 21668 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 28972 members 
Mstep: Class 8 contains 85398 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35553 members 
Mstep: Class 12 contains 69087 members 
Mstep: Class 13 contains 64363 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623416.000000 Penalty: 40476.707031
Iteration 100F: 20 clusters Score -6.162342e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 52327 members 
Mstep: Class 4 contains 86013 members 
Mstep: Class 5 contains 21657 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 28909 members 
Mstep: Class 8 contains 85096 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35551 members 
Mstep: Class 12 contains 69048 members 
Mstep: Class 13 contains 64292 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623484.000000 Penalty: 40476.707031
Iteration 101Q: 20 clusters Score -6.162348e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 52275 members 
Mstep: Class 4 contains 86568 members 
Mstep: Class 5 contains 21642 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 84814 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35530 members 
Mstep: Class 12 contains 69023 members 
Mstep: Class 13 contains 64207 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29944 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -6.162352e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 52222 members 
Mstep: Class 4 contains 87115 members 
Mstep: Class 5 contains 21622 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 28770 members 
Mstep: Class 8 contains 84541 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35516 members 
Mstep: Class 12 contains 69013 members 
Mstep: Class 13 contains 64125 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623568.000000 Penalty: 40476.707031
Iteration 103Q: 20 clusters Score -6.162357e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 52166 members 
Mstep: Class 4 contains 87630 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 7178 members 
Mstep: Class 7 contains 28706 members 
Mstep: Class 8 contains 84259 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35495 members 
Mstep: Class 12 contains 69018 members 
Mstep: Class 13 contains 64055 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623428.000000 Penalty: 40476.707031
Iteration 104Q: 20 clusters Score -6.162343e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 52096 members 
Mstep: Class 4 contains 88070 members 
Mstep: Class 5 contains 21575 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 28634 members 
Mstep: Class 8 contains 84026 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35485 members 
Mstep: Class 12 contains 69056 members 
Mstep: Class 13 contains 64009 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623480.000000 Penalty: 40476.707031
Iteration 105Q: 20 clusters Score -6.162348e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 52038 members 
Mstep: Class 4 contains 88475 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 7250 members 
Mstep: Class 7 contains 28565 members 
Mstep: Class 8 contains 83797 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35472 members 
Mstep: Class 12 contains 69066 members 
Mstep: Class 13 contains 63992 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623424.000000 Penalty: 40476.707031
Iteration 106Q: 20 clusters Score -6.162342e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51979 members 
Mstep: Class 4 contains 88890 members 
Mstep: Class 5 contains 21549 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 28512 members 
Mstep: Class 8 contains 83534 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35470 members 
Mstep: Class 12 contains 69066 members 
Mstep: Class 13 contains 63971 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623500.000000 Penalty: 40476.707031
Iteration 107Q: 20 clusters Score -6.16235e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51926 members 
Mstep: Class 4 contains 89326 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 7323 members 
Mstep: Class 7 contains 28449 members 
Mstep: Class 8 contains 83252 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 69084 members 
Mstep: Class 13 contains 63955 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623436.000000 Penalty: 40476.707031
Iteration 108Q: 20 clusters Score -6.162344e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51905 members 
Mstep: Class 4 contains 89750 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 28384 members 
Mstep: Class 8 contains 82927 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35478 members 
Mstep: Class 12 contains 69113 members 
Mstep: Class 13 contains 63944 members 
Mstep: Class 14 contains 573 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623372.000000 Penalty: 40476.707031
Iteration 109Q: 20 clusters Score -6.162337e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 51876 members 
Mstep: Class 4 contains 90196 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 28317 members 
Mstep: Class 8 contains 82603 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35467 members 
Mstep: Class 12 contains 69132 members 
Mstep: Class 13 contains 63886 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623280.000000 Penalty: 40476.707031
Iteration 110Q: 20 clusters Score -6.162328e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 51834 members 
Mstep: Class 4 contains 90639 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 28275 members 
Mstep: Class 8 contains 82304 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35451 members 
Mstep: Class 12 contains 69131 members 
Mstep: Class 13 contains 63844 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 29680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623296.000000 Penalty: 40476.707031
Iteration 111Q: 20 clusters Score -6.16233e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 51817 members 
Mstep: Class 4 contains 91079 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 28235 members 
Mstep: Class 8 contains 81964 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35434 members 
Mstep: Class 12 contains 69121 members 
Mstep: Class 13 contains 63815 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623252.000000 Penalty: 40476.707031
Iteration 112Q: 20 clusters Score -6.162325e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 91497 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 28200 members 
Mstep: Class 8 contains 81654 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35426 members 
Mstep: Class 12 contains 69087 members 
Mstep: Class 13 contains 63778 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623488.000000 Penalty: 40476.707031
Iteration 113Q: 20 clusters Score -6.162349e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51726 members 
Mstep: Class 4 contains 91963 members 
Mstep: Class 5 contains 21527 members 
Mstep: Class 6 contains 7580 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 81337 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35433 members 
Mstep: Class 12 contains 69044 members 
Mstep: Class 13 contains 63749 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 29601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623548.000000 Penalty: 40476.707031
Iteration 114Q: 20 clusters Score -6.162355e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51689 members 
Mstep: Class 4 contains 92417 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 28115 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35439 members 
Mstep: Class 12 contains 69020 members 
Mstep: Class 13 contains 63716 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623316.000000 Penalty: 40476.707031
Iteration 115Q: 20 clusters Score -6.162332e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51670 members 
Mstep: Class 4 contains 92807 members 
Mstep: Class 5 contains 21536 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 28079 members 
Mstep: Class 8 contains 80659 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35439 members 
Mstep: Class 12 contains 69002 members 
Mstep: Class 13 contains 63687 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623252.000000 Penalty: 40476.707031
Iteration 116Q: 20 clusters Score -6.162325e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51625 members 
Mstep: Class 4 contains 93170 members 
Mstep: Class 5 contains 21532 members 
Mstep: Class 6 contains 7744 members 
Mstep: Class 7 contains 28053 members 
Mstep: Class 8 contains 80378 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35429 members 
Mstep: Class 12 contains 69006 members 
Mstep: Class 13 contains 63647 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623180.000000 Penalty: 40476.707031
Iteration 117Q: 20 clusters Score -6.162318e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51591 members 
Mstep: Class 4 contains 93526 members 
Mstep: Class 5 contains 21528 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 28036 members 
Mstep: Class 8 contains 80077 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35441 members 
Mstep: Class 12 contains 69004 members 
Mstep: Class 13 contains 63598 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 20 clusters Score -6.162331e+07 nChanged 981
Entering ConstructFrom: 
Score: -61623308.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -176447.062500 Penalty: 1185.997314
	Iteration 0F: 2 clusters Score -176447.1 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 741 members 
Entering Unmasked Estep 
Score: -174706.359375 Penalty: 2371.994629
	Iteration 0F: 3 clusters Score -174706.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175035.984375 Penalty: 2371.994629
	Iteration 1F: 3 clusters Score -175036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175117.609375 Penalty: 2371.994629
	Iteration 2F: 3 clusters Score -175117.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175164.406250 Penalty: 2371.994629
	Iteration 3Q: 3 clusters Score -175164.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175194.750000 Penalty: 2371.994629
	Iteration 4Q: 3 clusters Score -175194.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175210.078125 Penalty: 2371.994629
	Iteration 5Q: 3 clusters Score -175210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175219.125000 Penalty: 2371.994629
	Iteration 6Q: 3 clusters Score -175219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -175224.781250 Penalty: 2371.994629
	Iteration 7Q: 3 clusters Score -175224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175230.406250 Penalty: 2371.994629
	Iteration 8Q: 3 clusters Score -175230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175234.453125 Penalty: 2371.994629
	Iteration 9Q: 3 clusters Score -175234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175237.171875 Penalty: 2371.994629
	Iteration 10Q: 3 clusters Score -175237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175240.421875 Penalty: 2371.994629
	Iteration 11Q: 3 clusters Score -175240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175242.625000 Penalty: 2371.994629
	Iteration 12Q: 3 clusters Score -175242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175245.437500 Penalty: 2371.994629
	Iteration 13Q: 3 clusters Score -175245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175246.234375 Penalty: 2371.994629
	Iteration 14Q: 3 clusters Score -175246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175247.437500 Penalty: 2371.994629
	Iteration 15Q: 3 clusters Score -175247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175250.765625 Penalty: 2371.994629
	Iteration 16Q: 3 clusters Score -175250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -175252.203125 Penalty: 2371.994629
	Iteration 17Q: 3 clusters Score -175252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175254.203125 Penalty: 2371.994629
	Iteration 18Q: 3 clusters Score -175254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175259.250000 Penalty: 2371.994629
	Iteration 19Q: 3 clusters Score -175259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175263.375000 Penalty: 2371.994629
	Iteration 20F: 3 clusters Score -175263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175270.656250 Penalty: 2371.994629
	Iteration 21Q: 3 clusters Score -175270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175279.734375 Penalty: 2371.994629
	Iteration 22Q: 3 clusters Score -175279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175284.703125 Penalty: 2371.994629
	Iteration 23Q: 3 clusters Score -175284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175287.218750 Penalty: 2371.994629
	Iteration 24Q: 3 clusters Score -175287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -175290.406250 Penalty: 2371.994629
	Iteration 25Q: 3 clusters Score -175290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175292.359375 Penalty: 2371.994629
	Iteration 26Q: 3 clusters Score -175292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175292.906250 Penalty: 2371.994629
	Iteration 27Q: 3 clusters Score -175292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175292.890625 Penalty: 2371.994629
	Iteration 28Q: 3 clusters Score -175292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175293.578125 Penalty: 2371.994629
	Iteration 29Q: 3 clusters Score -175293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175295.078125 Penalty: 2371.994629
	Iteration 30Q: 3 clusters Score -175295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175295.703125 Penalty: 2371.994629
	Iteration 31Q: 3 clusters Score -175295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175296.796875 Penalty: 2371.994629
	Iteration 32Q: 3 clusters Score -175296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175299.718750 Penalty: 2371.994629
	Iteration 33Q: 3 clusters Score -175299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175300.421875 Penalty: 2371.994629
	Iteration 34Q: 3 clusters Score -175300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175302.500000 Penalty: 2371.994629
	Iteration 35Q: 3 clusters Score -175302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175304.515625 Penalty: 2371.994629
	Iteration 36Q: 3 clusters Score -175304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175304.984375 Penalty: 2371.994629
	Iteration 37Q: 3 clusters Score -175305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175305.796875 Penalty: 2371.994629
	Iteration 38Q: 3 clusters Score -175305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175305.671875 Penalty: 2371.994629
	Iteration 39Q: 3 clusters Score -175305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175305.671875 Penalty: 2371.994629
	Iteration 40F: 3 clusters Score -175305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -629410.062500 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -629410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -625398.312500 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -625398.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -626626.062500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -626626.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -626888.625000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -626888.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -627148.125000 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -627148.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -627385.500000 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -627385.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -627626.062500 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -627626.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -627813.187500 Penalty: 2767.502197
	Iteration 6F: 3 clusters Score -627813.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -627965.187500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -627965.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -628066.750000 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -628066.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -628144.625000 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -628144.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -628184.562500 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -628184.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -628217.625000 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -628217.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -628247.312500 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -628247.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -628274.375000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -628274.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -628293.625000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -628293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -628305.375000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -628305.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -628312.875000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -628312.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -628321.437500 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -628321.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -628328.875000 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -628328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -628335.687500 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -628335.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -628337.187500 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -628337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -628339.562500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -628339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -628341.437500 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -628341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -628344.062500 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -628344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -628344.375000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -628344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -628345.937500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -628345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -628347.125000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -628347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -628350.125000 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -628350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -628352.187500 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -628352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -628352.562500 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -628352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -628354.187500 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -628354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -628355.937500 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -628355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -628357.687500 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -628357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -628360.750000 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -628360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -628363.375000 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -628363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -628369.875000 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -628369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -628373.937500 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -628373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -628377.312500 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -628377.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -628380.500000 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -628380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -628383.375000 Penalty: 2767.502197
	Iteration 39Q: 3 clusters Score -628383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -628385.375000 Penalty: 2767.502197
	Iteration 40F: 3 clusters Score -628385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -628387.562500 Penalty: 2767.502197
	Iteration 41Q: 3 clusters Score -628387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -628388.375000 Penalty: 2767.502197
	Iteration 42Q: 3 clusters Score -628388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -628391.437500 Penalty: 2767.502197
	Iteration 43Q: 3 clusters Score -628391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -628391.750000 Penalty: 2767.502197
	Iteration 44Q: 3 clusters Score -628391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -628391.750000 Penalty: 2767.502197
	Iteration 45F: 3 clusters Score -628391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Entering Unmasked Estep 
Score: -6570535.500000 Penalty: 1763.215820
	Iteration 0F: 2 clusters Score -6570536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6536056.000000 Penalty: 3526.431641
	Iteration 0F: 3 clusters Score -6536056 nChanged 24294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6549645.000000 Penalty: 3526.431641
	Iteration 1F: 3 clusters Score -6549645 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6550156.000000 Penalty: 3526.431641
	Iteration 2Q: 3 clusters Score -6550156 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -6550694.000000 Penalty: 3526.431641
	Iteration 3Q: 3 clusters Score -6550694 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6551373.500000 Penalty: 3526.431641
	Iteration 4Q: 3 clusters Score -6551374 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6552217.000000 Penalty: 3526.431641
	Iteration 5Q: 3 clusters Score -6552217 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6553317.000000 Penalty: 3526.431641
	Iteration 6Q: 3 clusters Score -6553317 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -6554636.500000 Penalty: 3526.431641
	Iteration 7Q: 3 clusters Score -6554636 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6556125.000000 Penalty: 3526.431641
	Iteration 8F: 3 clusters Score -6556125 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6558019.000000 Penalty: 3526.431641
	Iteration 9F: 3 clusters Score -6558019 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -6559934.500000 Penalty: 3526.431641
	Iteration 10F: 3 clusters Score -6559934 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6561617.000000 Penalty: 3526.431641
	Iteration 11F: 3 clusters Score -6561617 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6562659.500000 Penalty: 3526.431641
	Iteration 12Q: 3 clusters Score -6562660 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6563206.500000 Penalty: 3526.431641
	Iteration 13Q: 3 clusters Score -6563206 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -6563558.000000 Penalty: 3526.431641
	Iteration 14Q: 3 clusters Score -6563558 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -6563800.000000 Penalty: 3526.431641
	Iteration 15Q: 3 clusters Score -6563800 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -6564015.000000 Penalty: 3526.431641
	Iteration 16Q: 3 clusters Score -6564015 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -6564233.000000 Penalty: 3526.431641
	Iteration 17Q: 3 clusters Score -6564233 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -6564417.500000 Penalty: 3526.431641
	Iteration 18Q: 3 clusters Score -6564418 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6564638.000000 Penalty: 3526.431641
	Iteration 19Q: 3 clusters Score -6564638 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6564794.500000 Penalty: 3526.431641
	Iteration 20F: 3 clusters Score -6564794 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6564923 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -6565015.000000 Penalty: 3526.431641
	Iteration 22Q: 3 clusters Score -6565015 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6565112 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -6565212.500000 Penalty: 3526.431641
	Iteration 24Q: 3 clusters Score -6565212 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -6565247.000000 Penalty: 3526.431641
	Iteration 25Q: 3 clusters Score -6565247 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6565338.500000 Penalty: 3526.431641
	Iteration 26Q: 3 clusters Score -6565338 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6565429.500000 Penalty: 3526.431641
	Iteration 27Q: 3 clusters Score -6565430 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -6565512.000000 Penalty: 3526.431641
	Iteration 28Q: 3 clusters Score -6565512 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6565550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -6565601.000000 Penalty: 3526.431641
	Iteration 30Q: 3 clusters Score -6565601 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6565697 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6565782.500000 Penalty: 3526.431641
	Iteration 32Q: 3 clusters Score -6565782 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -6565825.500000 Penalty: 3526.431641
	Iteration 33Q: 3 clusters Score -6565826 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6565861.500000 Penalty: 3526.431641
	Iteration 34Q: 3 clusters Score -6565862 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -6565895.500000 Penalty: 3526.431641
	Iteration 35Q: 3 clusters Score -6565896 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6565945 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -6565999.000000 Penalty: 3526.431641
	Iteration 37Q: 3 clusters Score -6565999 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6566065.500000 Penalty: 3526.431641
	Iteration 38Q: 3 clusters Score -6566066 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -6566157.500000 Penalty: 3526.431641
	Iteration 39Q: 3 clusters Score -6566158 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6566243 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6566305 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -6566378.500000 Penalty: 3526.431641
	Iteration 42Q: 3 clusters Score -6566378 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6566430 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6566511.000000 Penalty: 3526.431641
	Iteration 44Q: 3 clusters Score -6566511 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6566587 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -6566650.500000 Penalty: 3526.431641
	Iteration 46Q: 3 clusters Score -6566650 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6566673.500000 Penalty: 3526.431641
	Iteration 47Q: 3 clusters Score -6566674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6566716.500000 Penalty: 3526.431641
	Iteration 48Q: 3 clusters Score -6566716 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6566770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6566850 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6566900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6566968 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6567044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6567103.500000 Penalty: 3526.431641
	Iteration 54Q: 3 clusters Score -6567104 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6567154.500000 Penalty: 3526.431641
	Iteration 55Q: 3 clusters Score -6567154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -6567185.500000 Penalty: 3526.431641
	Iteration 56Q: 3 clusters Score -6567186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -6567229.000000 Penalty: 3526.431641
	Iteration 57Q: 3 clusters Score -6567229 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6567298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -6567333.500000 Penalty: 3526.431641
	Iteration 59Q: 3 clusters Score -6567334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -6567382.500000 Penalty: 3526.431641
	Iteration 60F: 3 clusters Score -6567382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6567416 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6567463 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6567516 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6567573 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6567630 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6567666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -6567714.000000 Penalty: 3526.431641
	Iteration 67Q: 3 clusters Score -6567714 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6567767 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6567842 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6567869 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -6567924.500000 Penalty: 3526.431641
	Iteration 71Q: 3 clusters Score -6567924 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6567978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6568052.000000 Penalty: 3526.431641
	Iteration 73Q: 3 clusters Score -6568052 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6568098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6568154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6568180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -6568214.500000 Penalty: 3526.431641
	Iteration 77Q: 3 clusters Score -6568214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6568252.500000 Penalty: 3526.431641
	Iteration 78Q: 3 clusters Score -6568252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6568263.000000 Penalty: 3526.431641
	Iteration 79Q: 3 clusters Score -6568263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6568283.500000 Penalty: 3526.431641
	Iteration 80F: 3 clusters Score -6568284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6568318.000000 Penalty: 3526.431641
	Iteration 81Q: 3 clusters Score -6568318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6568353.500000 Penalty: 3526.431641
	Iteration 82Q: 3 clusters Score -6568354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6568392.500000 Penalty: 3526.431641
	Iteration 83Q: 3 clusters Score -6568392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6568429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6568464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6568493.500000 Penalty: 3526.431641
	Iteration 86Q: 3 clusters Score -6568494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6568538.000000 Penalty: 3526.431641
	Iteration 87Q: 3 clusters Score -6568538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6568556.500000 Penalty: 3526.431641
	Iteration 88Q: 3 clusters Score -6568556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6568566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6568580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6568609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6568618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6568630 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6568658 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6568684 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6568702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6568704 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6568732.000000 Penalty: 3526.431641
	Iteration 98Q: 3 clusters Score -6568732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6568750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6568756.000000 Penalty: 3526.431641
	Iteration 100F: 3 clusters Score -6568756 nChanged 61
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Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6568787 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6568778 nChanged 38
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Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6568775 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6568785 nChanged 41
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Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6568786 nChanged 40
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Mstep: Class 1 contains 49513 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6568794 nChanged 39
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Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6568821 nChanged 37
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Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6568832 nChanged 31
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Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6568830.500000 Penalty: 3526.431641
	Iteration 109Q: 3 clusters Score -6568830 nChanged 44
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Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6568836 nChanged 44
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Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6568851.000000 Penalty: 3526.431641
	Iteration 111Q: 3 clusters Score -6568851 nChanged 41
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Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6568882 nChanged 34
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Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6568879.000000 Penalty: 3526.431641
	Iteration 113Q: 3 clusters Score -6568879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6568886.500000 Penalty: 3526.431641
	Iteration 114Q: 3 clusters Score -6568886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6568889.000000 Penalty: 3526.431641
	Iteration 115Q: 3 clusters Score -6568889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6568898.000000 Penalty: 3526.431641
	Iteration 116Q: 3 clusters Score -6568898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6568907.000000 Penalty: 3526.431641
	Iteration 117Q: 3 clusters Score -6568907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6568919.000000 Penalty: 3526.431641
	Iteration 118Q: 3 clusters Score -6568919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6568938.000000 Penalty: 3526.431641
	Iteration 119Q: 3 clusters Score -6568938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6568945.000000 Penalty: 3526.431641
	Iteration 120F: 3 clusters Score -6568945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6568955.500000 Penalty: 3526.431641
	Iteration 121Q: 3 clusters Score -6568956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6568959.000000 Penalty: 3526.431641
	Iteration 122Q: 3 clusters Score -6568959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6568970.000000 Penalty: 3526.431641
	Iteration 123Q: 3 clusters Score -6568970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6568968.500000 Penalty: 3526.431641
	Iteration 124Q: 3 clusters Score -6568968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6568987.500000 Penalty: 3526.431641
	Iteration 125Q: 3 clusters Score -6568988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6568987.500000 Penalty: 3526.431641
	Iteration 126Q: 3 clusters Score -6568988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6569005.000000 Penalty: 3526.431641
	Iteration 127Q: 3 clusters Score -6569005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6568998.000000 Penalty: 3526.431641
	Iteration 128Q: 3 clusters Score -6568998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6568992.000000 Penalty: 3526.431641
	Iteration 129Q: 3 clusters Score -6568992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6569002.000000 Penalty: 3526.431641
	Iteration 130Q: 3 clusters Score -6569002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6569005.000000 Penalty: 3526.431641
	Iteration 131Q: 3 clusters Score -6569005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6569000.000000 Penalty: 3526.431641
	Iteration 132Q: 3 clusters Score -6569000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6569002.000000 Penalty: 3526.431641
	Iteration 133Q: 3 clusters Score -6569002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6569011.000000 Penalty: 3526.431641
	Iteration 134Q: 3 clusters Score -6569011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6569009.000000 Penalty: 3526.431641
	Iteration 135Q: 3 clusters Score -6569009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6569006.500000 Penalty: 3526.431641
	Iteration 136Q: 3 clusters Score -6569006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6569008.500000 Penalty: 3526.431641
	Iteration 137Q: 3 clusters Score -6569008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6569005.500000 Penalty: 3526.431641
	Iteration 138Q: 3 clusters Score -6569006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6569006.500000 Penalty: 3526.431641
	Iteration 139Q: 3 clusters Score -6569006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6569011.000000 Penalty: 3526.431641
	Iteration 140F: 3 clusters Score -6569011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6569017.000000 Penalty: 3526.431641
	Iteration 141Q: 3 clusters Score -6569017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6569022.000000 Penalty: 3526.431641
	Iteration 142Q: 3 clusters Score -6569022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6569026.500000 Penalty: 3526.431641
	Iteration 143Q: 3 clusters Score -6569026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6569026.000000 Penalty: 3526.431641
	Iteration 144Q: 3 clusters Score -6569026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6569026.000000 Penalty: 3526.431641
	Iteration 145F: 3 clusters Score -6569026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Entering Unmasked Estep 
Score: -11989772.000000 Penalty: 1860.603638
	Iteration 0F: 2 clusters Score -1.198977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -11931156.000000 Penalty: 3721.207275
	Iteration 0F: 3 clusters Score -1.193116e+07 nChanged 44778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -11956723.000000 Penalty: 3721.207275
	Iteration 1F: 3 clusters Score -1.195672e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -11957595.000000 Penalty: 3721.207275
	Iteration 2Q: 3 clusters Score -1.19576e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11958833.000000 Penalty: 3721.207275
	Iteration 3Q: 3 clusters Score -1.195883e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -11960801.000000 Penalty: 3721.207275
	Iteration 4Q: 3 clusters Score -1.19608e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -11964008.000000 Penalty: 3721.207275
	Iteration 5F: 3 clusters Score -1.196401e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -11968569.000000 Penalty: 3721.207275
	Iteration 6F: 3 clusters Score -1.196857e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -11974773.000000 Penalty: 3721.207275
	Iteration 7F: 3 clusters Score -1.197477e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -11981217.000000 Penalty: 3721.207275
	Iteration 8F: 3 clusters Score -1.198122e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -11985282.000000 Penalty: 3721.207275
	Iteration 9F: 3 clusters Score -1.198528e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -11987025.000000 Penalty: 3721.207275
	Iteration 10Q: 3 clusters Score -1.198702e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -11987812.000000 Penalty: 3721.207275
	Iteration 11Q: 3 clusters Score -1.198781e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -11988173.000000 Penalty: 3721.207275
	Iteration 12Q: 3 clusters Score -1.198817e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -11988485.000000 Penalty: 3721.207275
	Iteration 13Q: 3 clusters Score -1.198848e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -11988646.000000 Penalty: 3721.207275
	Iteration 14Q: 3 clusters Score -1.198865e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -11988765.000000 Penalty: 3721.207275
	Iteration 15Q: 3 clusters Score -1.198876e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -11988758.000000 Penalty: 3721.207275
	Iteration 16Q: 3 clusters Score -1.198876e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -11988811.000000 Penalty: 3721.207275
	Iteration 17Q: 3 clusters Score -1.198881e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -11988813.000000 Penalty: 3721.207275
	Iteration 18Q: 3 clusters Score -1.198881e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -11988848.000000 Penalty: 3721.207275
	Iteration 19Q: 3 clusters Score -1.198885e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -11988868.000000 Penalty: 3721.207275
	Iteration 20F: 3 clusters Score -1.198887e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -11988870.000000 Penalty: 3721.207275
	Iteration 21Q: 3 clusters Score -1.198887e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -11988910.000000 Penalty: 3721.207275
	Iteration 22Q: 3 clusters Score -1.198891e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -11988882.000000 Penalty: 3721.207275
	Iteration 23Q: 3 clusters Score -1.198888e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -11988919.000000 Penalty: 3721.207275
	Iteration 24Q: 3 clusters Score -1.198892e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -11988875.000000 Penalty: 3721.207275
	Iteration 25Q: 3 clusters Score -1.198888e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -11988904.000000 Penalty: 3721.207275
	Iteration 26Q: 3 clusters Score -1.19889e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -11988914.000000 Penalty: 3721.207275
	Iteration 27Q: 3 clusters Score -1.198891e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -11988928.000000 Penalty: 3721.207275
	Iteration 28Q: 3 clusters Score -1.198893e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -11988974.000000 Penalty: 3721.207275
	Iteration 29Q: 3 clusters Score -1.198897e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11988949.000000 Penalty: 3721.207275
	Iteration 30Q: 3 clusters Score -1.198895e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -11988950.000000 Penalty: 3721.207275
	Iteration 31Q: 3 clusters Score -1.198895e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -11988964.000000 Penalty: 3721.207275
	Iteration 32Q: 3 clusters Score -1.198896e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -11988952.000000 Penalty: 3721.207275
	Iteration 33Q: 3 clusters Score -1.198895e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -11988962.000000 Penalty: 3721.207275
	Iteration 34Q: 3 clusters Score -1.198896e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -11988958.000000 Penalty: 3721.207275
	Iteration 35Q: 3 clusters Score -1.198896e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -11988962.000000 Penalty: 3721.207275
	Iteration 36Q: 3 clusters Score -1.198896e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -11988980.000000 Penalty: 3721.207275
	Iteration 37Q: 3 clusters Score -1.198898e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -11988989.000000 Penalty: 3721.207275
	Iteration 38Q: 3 clusters Score -1.198899e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -11988980.000000 Penalty: 3721.207275
	Iteration 39Q: 3 clusters Score -1.198898e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -11988962.000000 Penalty: 3721.207275
	Iteration 40F: 3 clusters Score -1.198896e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -11988931.000000 Penalty: 3721.207275
	Iteration 41Q: 3 clusters Score -1.198893e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -11988930.000000 Penalty: 3721.207275
	Iteration 42Q: 3 clusters Score -1.198893e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -11988932.000000 Penalty: 3721.207275
	Iteration 43Q: 3 clusters Score -1.198893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -11988927.000000 Penalty: 3721.207275
	Iteration 44Q: 3 clusters Score -1.198893e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -11988929.000000 Penalty: 3721.207275
	Iteration 45Q: 3 clusters Score -1.198893e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -11988918.000000 Penalty: 3721.207275
	Iteration 46Q: 3 clusters Score -1.198892e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -11988919.000000 Penalty: 3721.207275
	Iteration 47Q: 3 clusters Score -1.198892e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -11988891.000000 Penalty: 3721.207275
	Iteration 48Q: 3 clusters Score -1.198889e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -11988903.000000 Penalty: 3721.207275
	Iteration 49Q: 3 clusters Score -1.19889e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -11988898.000000 Penalty: 3721.207275
	Iteration 50Q: 3 clusters Score -1.19889e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -11988869.000000 Penalty: 3721.207275
	Iteration 51Q: 3 clusters Score -1.198887e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11988868.000000 Penalty: 3721.207275
	Iteration 52Q: 3 clusters Score -1.198887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -11988870.000000 Penalty: 3721.207275
	Iteration 53Q: 3 clusters Score -1.198887e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -11988885.000000 Penalty: 3721.207275
	Iteration 54Q: 3 clusters Score -1.198888e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -11988890.000000 Penalty: 3721.207275
	Iteration 55Q: 3 clusters Score -1.198889e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -11988893.000000 Penalty: 3721.207275
	Iteration 56Q: 3 clusters Score -1.198889e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -11988914.000000 Penalty: 3721.207275
	Iteration 57Q: 3 clusters Score -1.198891e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -11988931.000000 Penalty: 3721.207275
	Iteration 58Q: 3 clusters Score -1.198893e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -11988938.000000 Penalty: 3721.207275
	Iteration 59Q: 3 clusters Score -1.198894e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -11988933.000000 Penalty: 3721.207275
	Iteration 60F: 3 clusters Score -1.198893e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -11988892.000000 Penalty: 3721.207275
	Iteration 61Q: 3 clusters Score -1.198889e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -11988894.000000 Penalty: 3721.207275
	Iteration 62Q: 3 clusters Score -1.198889e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -11988917.000000 Penalty: 3721.207275
	Iteration 63Q: 3 clusters Score -1.198892e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -11988912.000000 Penalty: 3721.207275
	Iteration 64Q: 3 clusters Score -1.198891e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -11988918.000000 Penalty: 3721.207275
	Iteration 65Q: 3 clusters Score -1.198892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -11988927.000000 Penalty: 3721.207275
	Iteration 66Q: 3 clusters Score -1.198893e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -11988912.000000 Penalty: 3721.207275
	Iteration 67Q: 3 clusters Score -1.198891e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -11988906.000000 Penalty: 3721.207275
	Iteration 68Q: 3 clusters Score -1.198891e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -11988908.000000 Penalty: 3721.207275
	Iteration 69Q: 3 clusters Score -1.198891e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -11988911.000000 Penalty: 3721.207275
	Iteration 70Q: 3 clusters Score -1.198891e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -11988931.000000 Penalty: 3721.207275
	Iteration 71Q: 3 clusters Score -1.198893e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -11988931.000000 Penalty: 3721.207275
	Iteration 72Q: 3 clusters Score -1.198893e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -11988926.000000 Penalty: 3721.207275
	Iteration 73Q: 3 clusters Score -1.198893e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -11988940.000000 Penalty: 3721.207275
	Iteration 74Q: 3 clusters Score -1.198894e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -11988936.000000 Penalty: 3721.207275
	Iteration 75Q: 3 clusters Score -1.198894e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -11988981.000000 Penalty: 3721.207275
	Iteration 76Q: 3 clusters Score -1.198898e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -11988975.000000 Penalty: 3721.207275
	Iteration 77Q: 3 clusters Score -1.198898e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -11988950.000000 Penalty: 3721.207275
	Iteration 78Q: 3 clusters Score -1.198895e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -11988952.000000 Penalty: 3721.207275
	Iteration 79Q: 3 clusters Score -1.198895e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -11988973.000000 Penalty: 3721.207275
	Iteration 80F: 3 clusters Score -1.198897e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -11988983.000000 Penalty: 3721.207275
	Iteration 81Q: 3 clusters Score -1.198898e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -11988980.000000 Penalty: 3721.207275
	Iteration 82Q: 3 clusters Score -1.198898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -11988993.000000 Penalty: 3721.207275
	Iteration 83Q: 3 clusters Score -1.198899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -11988998.000000 Penalty: 3721.207275
	Iteration 84Q: 3 clusters Score -1.1989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -11989003.000000 Penalty: 3721.207275
	Iteration 85Q: 3 clusters Score -1.1989e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -11988991.000000 Penalty: 3721.207275
	Iteration 86Q: 3 clusters Score -1.198899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -11988990.000000 Penalty: 3721.207275
	Iteration 87Q: 3 clusters Score -1.198899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -11988975.000000 Penalty: 3721.207275
	Iteration 88Q: 3 clusters Score -1.198898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -11989015.000000 Penalty: 3721.207275
	Iteration 89Q: 3 clusters Score -1.198902e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -11989015.000000 Penalty: 3721.207275
	Iteration 90Q: 3 clusters Score -1.198902e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -11989030.000000 Penalty: 3721.207275
	Iteration 91Q: 3 clusters Score -1.198903e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -11989046.000000 Penalty: 3721.207275
	Iteration 92Q: 3 clusters Score -1.198905e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -11989047.000000 Penalty: 3721.207275
	Iteration 93Q: 3 clusters Score -1.198905e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -11989029.000000 Penalty: 3721.207275
	Iteration 94Q: 3 clusters Score -1.198903e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -11989000.000000 Penalty: 3721.207275
	Iteration 95Q: 3 clusters Score -1.1989e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -11989018.000000 Penalty: 3721.207275
	Iteration 96Q: 3 clusters Score -1.198902e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -11989012.000000 Penalty: 3721.207275
	Iteration 97Q: 3 clusters Score -1.198901e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -11989018.000000 Penalty: 3721.207275
	Iteration 98Q: 3 clusters Score -1.198902e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -11989014.000000 Penalty: 3721.207275
	Iteration 99Q: 3 clusters Score -1.198901e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -11988989.000000 Penalty: 3721.207275
	Iteration 100F: 3 clusters Score -1.198899e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -11988989.000000 Penalty: 3721.207275
	Iteration 101Q: 3 clusters Score -1.198899e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -11989000.000000 Penalty: 3721.207275
	Iteration 102Q: 3 clusters Score -1.1989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -11988992.000000 Penalty: 3721.207275
	Iteration 103Q: 3 clusters Score -1.198899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -11988996.000000 Penalty: 3721.207275
	Iteration 104Q: 3 clusters Score -1.1989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -11988984.000000 Penalty: 3721.207275
	Iteration 105Q: 3 clusters Score -1.198898e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -11988990.000000 Penalty: 3721.207275
	Iteration 106Q: 3 clusters Score -1.198899e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -11988985.000000 Penalty: 3721.207275
	Iteration 107Q: 3 clusters Score -1.198898e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -11988995.000000 Penalty: 3721.207275
	Iteration 108Q: 3 clusters Score -1.1989e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -11988986.000000 Penalty: 3721.207275
	Iteration 109Q: 3 clusters Score -1.198899e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -11989001.000000 Penalty: 3721.207275
	Iteration 110Q: 3 clusters Score -1.1989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -11988994.000000 Penalty: 3721.207275
	Iteration 111Q: 3 clusters Score -1.198899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -11989004.000000 Penalty: 3721.207275
	Iteration 112Q: 3 clusters Score -1.1989e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -11988993.000000 Penalty: 3721.207275
	Iteration 113Q: 3 clusters Score -1.198899e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -11988992.000000 Penalty: 3721.207275
	Iteration 114Q: 3 clusters Score -1.198899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -11989005.000000 Penalty: 3721.207275
	Iteration 115Q: 3 clusters Score -1.1989e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -11988993.000000 Penalty: 3721.207275
	Iteration 116Q: 3 clusters Score -1.198899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -11988980.000000 Penalty: 3721.207275
	Iteration 117Q: 3 clusters Score -1.198898e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -11988993.000000 Penalty: 3721.207275
	Iteration 118Q: 3 clusters Score -1.198899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -11989022.000000 Penalty: 3721.207275
	Iteration 119Q: 3 clusters Score -1.198902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -11989013.000000 Penalty: 3721.207275
	Iteration 120F: 3 clusters Score -1.198901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -11989003.000000 Penalty: 3721.207275
	Iteration 121Q: 3 clusters Score -1.1989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -11989015.000000 Penalty: 3721.207275
	Iteration 122Q: 3 clusters Score -1.198902e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -11989028.000000 Penalty: 3721.207275
	Iteration 123Q: 3 clusters Score -1.198903e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -11989028.000000 Penalty: 3721.207275
	Iteration 124Q: 3 clusters Score -1.198903e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -11989013.000000 Penalty: 3721.207275
	Iteration 125Q: 3 clusters Score -1.198901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -11989022.000000 Penalty: 3721.207275
	Iteration 126Q: 3 clusters Score -1.198902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -11989017.000000 Penalty: 3721.207275
	Iteration 127Q: 3 clusters Score -1.198902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -11989021.000000 Penalty: 3721.207275
	Iteration 128Q: 3 clusters Score -1.198902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -11989022.000000 Penalty: 3721.207275
	Iteration 129Q: 3 clusters Score -1.198902e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -11989016.000000 Penalty: 3721.207275
	Iteration 130Q: 3 clusters Score -1.198902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -11989025.000000 Penalty: 3721.207275
	Iteration 131Q: 3 clusters Score -1.198902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -11989015.000000 Penalty: 3721.207275
	Iteration 132Q: 3 clusters Score -1.198902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -11989020.000000 Penalty: 3721.207275
	Iteration 133Q: 3 clusters Score -1.198902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -11989034.000000 Penalty: 3721.207275
	Iteration 134Q: 3 clusters Score -1.198903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -11989052.000000 Penalty: 3721.207275
	Iteration 135Q: 3 clusters Score -1.198905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -11989026.000000 Penalty: 3721.207275
	Iteration 136Q: 3 clusters Score -1.198903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -11989019.000000 Penalty: 3721.207275
	Iteration 137Q: 3 clusters Score -1.198902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -11989027.000000 Penalty: 3721.207275
	Iteration 138Q: 3 clusters Score -1.198903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -11989037.000000 Penalty: 3721.207275
	Iteration 139Q: 3 clusters Score -1.198904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -11989040.000000 Penalty: 3721.207275
	Iteration 140F: 3 clusters Score -1.198904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -11989039.000000 Penalty: 3721.207275
	Iteration 141Q: 3 clusters Score -1.198904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -11989038.000000 Penalty: 3721.207275
	Iteration 142Q: 3 clusters Score -1.198904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -11989043.000000 Penalty: 3721.207275
	Iteration 143Q: 3 clusters Score -1.198904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -11989058.000000 Penalty: 3721.207275
	Iteration 144Q: 3 clusters Score -1.198906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -11989060.000000 Penalty: 3721.207275
	Iteration 145Q: 3 clusters Score -1.198906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -11989049.000000 Penalty: 3721.207275
	Iteration 146Q: 3 clusters Score -1.198905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -11989059.000000 Penalty: 3721.207275
	Iteration 147Q: 3 clusters Score -1.198906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -11989049.000000 Penalty: 3721.207275
	Iteration 148Q: 3 clusters Score -1.198905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -11989055.000000 Penalty: 3721.207275
	Iteration 149Q: 3 clusters Score -1.198906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -11989069.000000 Penalty: 3721.207275
	Iteration 150Q: 3 clusters Score -1.198907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -11989063.000000 Penalty: 3721.207275
	Iteration 151Q: 3 clusters Score -1.198906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -11989061.000000 Penalty: 3721.207275
	Iteration 152Q: 3 clusters Score -1.198906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -11989057.000000 Penalty: 3721.207275
	Iteration 153Q: 3 clusters Score -1.198906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -11989064.000000 Penalty: 3721.207275
	Iteration 154Q: 3 clusters Score -1.198906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -11989065.000000 Penalty: 3721.207275
	Iteration 155Q: 3 clusters Score -1.198906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -11989065.000000 Penalty: 3721.207275
	Iteration 156Q: 3 clusters Score -1.198906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -11989072.000000 Penalty: 3721.207275
	Iteration 157Q: 3 clusters Score -1.198907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -11989074.000000 Penalty: 3721.207275
	Iteration 158Q: 3 clusters Score -1.198907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -11989058.000000 Penalty: 3721.207275
	Iteration 159Q: 3 clusters Score -1.198906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -11989074.000000 Penalty: 3721.207275
	Iteration 160F: 3 clusters Score -1.198907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -11989073.000000 Penalty: 3721.207275
	Iteration 161Q: 3 clusters Score -1.198907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -11989071.000000 Penalty: 3721.207275
	Iteration 162Q: 3 clusters Score -1.198907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -11989061.000000 Penalty: 3721.207275
	Iteration 163Q: 3 clusters Score -1.198906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -11989067.000000 Penalty: 3721.207275
	Iteration 164Q: 3 clusters Score -1.198907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -11989077.000000 Penalty: 3721.207275
	Iteration 165Q: 3 clusters Score -1.198908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -11989075.000000 Penalty: 3721.207275
	Iteration 166Q: 3 clusters Score -1.198908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -11989073.000000 Penalty: 3721.207275
	Iteration 167Q: 3 clusters Score -1.198907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -11989074.000000 Penalty: 3721.207275
	Iteration 168Q: 3 clusters Score -1.198907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -11989088.000000 Penalty: 3721.207275
	Iteration 169Q: 3 clusters Score -1.198909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -11989081.000000 Penalty: 3721.207275
	Iteration 170Q: 3 clusters Score -1.198908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -11989088.000000 Penalty: 3721.207275
	Iteration 171Q: 3 clusters Score -1.198909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -11989106.000000 Penalty: 3721.207275
	Iteration 172Q: 3 clusters Score -1.198911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -11989092.000000 Penalty: 3721.207275
	Iteration 173Q: 3 clusters Score -1.198909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -11989083.000000 Penalty: 3721.207275
	Iteration 174Q: 3 clusters Score -1.198908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -11989085.000000 Penalty: 3721.207275
	Iteration 175Q: 3 clusters Score -1.198908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -11989077.000000 Penalty: 3721.207275
	Iteration 176Q: 3 clusters Score -1.198908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -11989075.000000 Penalty: 3721.207275
	Iteration 177Q: 3 clusters Score -1.198908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -11989071.000000 Penalty: 3721.207275
	Iteration 178Q: 3 clusters Score -1.198907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -11989075.000000 Penalty: 3721.207275
	Iteration 179Q: 3 clusters Score -1.198908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -11989076.000000 Penalty: 3721.207275
	Iteration 180F: 3 clusters Score -1.198908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -11989078.000000 Penalty: 3721.207275
	Iteration 181Q: 3 clusters Score -1.198908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -11989070.000000 Penalty: 3721.207275
	Iteration 182Q: 3 clusters Score -1.198907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -11989061.000000 Penalty: 3721.207275
	Iteration 183Q: 3 clusters Score -1.198906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -11989066.000000 Penalty: 3721.207275
	Iteration 184Q: 3 clusters Score -1.198907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -11989071.000000 Penalty: 3721.207275
	Iteration 185Q: 3 clusters Score -1.198907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -11989079.000000 Penalty: 3721.207275
	Iteration 186Q: 3 clusters Score -1.198908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -11989080.000000 Penalty: 3721.207275
	Iteration 187Q: 3 clusters Score -1.198908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -11989093.000000 Penalty: 3721.207275
	Iteration 188Q: 3 clusters Score -1.198909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -11989088.000000 Penalty: 3721.207275
	Iteration 189Q: 3 clusters Score -1.198909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -11989086.000000 Penalty: 3721.207275
	Iteration 190Q: 3 clusters Score -1.198909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -11989090.000000 Penalty: 3721.207275
	Iteration 191Q: 3 clusters Score -1.198909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -11989083.000000 Penalty: 3721.207275
	Iteration 192Q: 3 clusters Score -1.198908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -11989086.000000 Penalty: 3721.207275
	Iteration 193Q: 3 clusters Score -1.198909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -11989089.000000 Penalty: 3721.207275
	Iteration 194Q: 3 clusters Score -1.198909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -11989095.000000 Penalty: 3721.207275
	Iteration 195Q: 3 clusters Score -1.19891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -11989095.000000 Penalty: 3721.207275
	Iteration 196Q: 3 clusters Score -1.19891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -11989104.000000 Penalty: 3721.207275
	Iteration 197Q: 3 clusters Score -1.19891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -11989100.000000 Penalty: 3721.207275
	Iteration 198Q: 3 clusters Score -1.19891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -11989100.000000 Penalty: 3721.207275
	Iteration 199Q: 3 clusters Score -1.19891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -11989098.000000 Penalty: 3721.207275
	Iteration 200F: 3 clusters Score -1.19891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -11989085.000000 Penalty: 3721.207275
	Iteration 201Q: 3 clusters Score -1.198908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -11989092.000000 Penalty: 3721.207275
	Iteration 202Q: 3 clusters Score -1.198909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -11989084.000000 Penalty: 3721.207275
	Iteration 203Q: 3 clusters Score -1.198908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -11989090.000000 Penalty: 3721.207275
	Iteration 204Q: 3 clusters Score -1.198909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -11989090.000000 Penalty: 3721.207275
	Iteration 205F: 3 clusters Score -1.198909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Entering Unmasked Estep 
Score: -2730318.750000 Penalty: 1621.197266
	Iteration 0F: 2 clusters Score -2730319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2715746.000000 Penalty: 3242.394531
	Iteration 0F: 3 clusters Score -2715746 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2720823.000000 Penalty: 3242.394531
	Iteration 1F: 3 clusters Score -2720823 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2721129.500000 Penalty: 3242.394531
	Iteration 2Q: 3 clusters Score -2721130 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2721417.000000 Penalty: 3242.394531
	Iteration 3Q: 3 clusters Score -2721417 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2721737.500000 Penalty: 3242.394531
	Iteration 4Q: 3 clusters Score -2721738 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2722090.750000 Penalty: 3242.394531
	Iteration 5Q: 3 clusters Score -2722091 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2722548.750000 Penalty: 3242.394531
	Iteration 6Q: 3 clusters Score -2722549 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2723145.250000 Penalty: 3242.394531
	Iteration 7F: 3 clusters Score -2723145 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2723884.500000 Penalty: 3242.394531
	Iteration 8F: 3 clusters Score -2723884 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2724767.250000 Penalty: 3242.394531
	Iteration 9F: 3 clusters Score -2724767 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2725829.500000 Penalty: 3242.394531
	Iteration 10F: 3 clusters Score -2725830 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2726850.250000 Penalty: 3242.394531
	Iteration 11F: 3 clusters Score -2726850 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2727645.500000 Penalty: 3242.394531
	Iteration 12Q: 3 clusters Score -2727646 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2728205.000000 Penalty: 3242.394531
	Iteration 13Q: 3 clusters Score -2728205 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2728547.000000 Penalty: 3242.394531
	Iteration 14Q: 3 clusters Score -2728547 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2728712.500000 Penalty: 3242.394531
	Iteration 15Q: 3 clusters Score -2728712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2728789.250000 Penalty: 3242.394531
	Iteration 16Q: 3 clusters Score -2728789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2728835.000000 Penalty: 3242.394531
	Iteration 17Q: 3 clusters Score -2728835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2728863.000000 Penalty: 3242.394531
	Iteration 18Q: 3 clusters Score -2728863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2728896.500000 Penalty: 3242.394531
	Iteration 19Q: 3 clusters Score -2728896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2728921.750000 Penalty: 3242.394531
	Iteration 20F: 3 clusters Score -2728922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2728931.000000 Penalty: 3242.394531
	Iteration 21Q: 3 clusters Score -2728931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2728936.750000 Penalty: 3242.394531
	Iteration 22Q: 3 clusters Score -2728937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2728940.250000 Penalty: 3242.394531
	Iteration 23Q: 3 clusters Score -2728940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2728940.250000 Penalty: 3242.394531
	Iteration 24F: 3 clusters Score -2728940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -1002601.937500 Penalty: 1457.343628
	Iteration 0F: 2 clusters Score -1002602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -996808.750000 Penalty: 2914.687256
	Iteration 0F: 3 clusters Score -996808.8 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -998590.187500 Penalty: 2914.687256
	Iteration 1F: 3 clusters Score -998590.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -998824.000000 Penalty: 2914.687256
	Iteration 2F: 3 clusters Score -998824 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -999039.812500 Penalty: 2914.687256
	Iteration 3F: 3 clusters Score -999039.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -999255.312500 Penalty: 2914.687256
	Iteration 4Q: 3 clusters Score -999255.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -999467.125000 Penalty: 2914.687256
	Iteration 5Q: 3 clusters Score -999467.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -999694.937500 Penalty: 2914.687256
	Iteration 6Q: 3 clusters Score -999694.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -999960.062500 Penalty: 2914.687256
	Iteration 7Q: 3 clusters Score -999960.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1000256.750000 Penalty: 2914.687256
	Iteration 8Q: 3 clusters Score -1000257 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1000583.125000 Penalty: 2914.687256
	Iteration 9Q: 3 clusters Score -1000583 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1000870.687500 Penalty: 2914.687256
	Iteration 10Q: 3 clusters Score -1000871 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1001083.750000 Penalty: 2914.687256
	Iteration 11Q: 3 clusters Score -1001084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1001211.687500 Penalty: 2914.687256
	Iteration 12Q: 3 clusters Score -1001212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1001313.687500 Penalty: 2914.687256
	Iteration 13Q: 3 clusters Score -1001314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1001409.312500 Penalty: 2914.687256
	Iteration 14Q: 3 clusters Score -1001409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1001497.250000 Penalty: 2914.687256
	Iteration 15Q: 3 clusters Score -1001497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1001579.437500 Penalty: 2914.687256
	Iteration 16Q: 3 clusters Score -1001579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1001623.437500 Penalty: 2914.687256
	Iteration 17Q: 3 clusters Score -1001623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1001638.875000 Penalty: 2914.687256
	Iteration 18Q: 3 clusters Score -1001639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1001655.875000 Penalty: 2914.687256
	Iteration 19Q: 3 clusters Score -1001656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1001660.875000 Penalty: 2914.687256
	Iteration 20F: 3 clusters Score -1001661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1001666.687500 Penalty: 2914.687256
	Iteration 21Q: 3 clusters Score -1001667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1001677.000000 Penalty: 2914.687256
	Iteration 22Q: 3 clusters Score -1001677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1001682.187500 Penalty: 2914.687256
	Iteration 23Q: 3 clusters Score -1001682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1001689.625000 Penalty: 2914.687256
	Iteration 24Q: 3 clusters Score -1001690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1001694.562500 Penalty: 2914.687256
	Iteration 25Q: 3 clusters Score -1001695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1001700.437500 Penalty: 2914.687256
	Iteration 26Q: 3 clusters Score -1001700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1001706.375000 Penalty: 2914.687256
	Iteration 27Q: 3 clusters Score -1001706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1001712.000000 Penalty: 2914.687256
	Iteration 28Q: 3 clusters Score -1001712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1001715.937500 Penalty: 2914.687256
	Iteration 29Q: 3 clusters Score -1001716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1001722.562500 Penalty: 2914.687256
	Iteration 30Q: 3 clusters Score -1001723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1001725.125000 Penalty: 2914.687256
	Iteration 31Q: 3 clusters Score -1001725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1001725.937500 Penalty: 2914.687256
	Iteration 32Q: 3 clusters Score -1001726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1001729.375000 Penalty: 2914.687256
	Iteration 33Q: 3 clusters Score -1001729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1001728.875000 Penalty: 2914.687256
	Iteration 34Q: 3 clusters Score -1001729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1001730.500000 Penalty: 2914.687256
	Iteration 35Q: 3 clusters Score -1001730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1001730.500000 Penalty: 2914.687256
	Iteration 36F: 3 clusters Score -1001730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Entering Unmasked Estep 
Score: -3583059.250000 Penalty: 1664.126831
	Iteration 0F: 2 clusters Score -3583059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3564139.250000 Penalty: 3328.253662
	Iteration 0F: 3 clusters Score -3564139 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3571307.750000 Penalty: 3328.253662
	Iteration 1F: 3 clusters Score -3571308 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3571759.500000 Penalty: 3328.253662
	Iteration 2Q: 3 clusters Score -3571760 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3572317.000000 Penalty: 3328.253662
	Iteration 3Q: 3 clusters Score -3572317 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3573072.500000 Penalty: 3328.253662
	Iteration 4F: 3 clusters Score -3573072 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3574142.750000 Penalty: 3328.253662
	Iteration 5F: 3 clusters Score -3574143 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3575672.500000 Penalty: 3328.253662
	Iteration 6F: 3 clusters Score -3575672 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3577541.500000 Penalty: 3328.253662
	Iteration 7F: 3 clusters Score -3577542 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3579338.500000 Penalty: 3328.253662
	Iteration 8F: 3 clusters Score -3579338 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3580543.000000 Penalty: 3328.253662
	Iteration 9Q: 3 clusters Score -3580543 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3581093.250000 Penalty: 3328.253662
	Iteration 10Q: 3 clusters Score -3581093 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3581358.750000 Penalty: 3328.253662
	Iteration 11Q: 3 clusters Score -3581359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3581466.250000 Penalty: 3328.253662
	Iteration 12Q: 3 clusters Score -3581466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3581505.000000 Penalty: 3328.253662
	Iteration 13Q: 3 clusters Score -3581505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3581528.000000 Penalty: 3328.253662
	Iteration 14Q: 3 clusters Score -3581528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3581554.750000 Penalty: 3328.253662
	Iteration 15Q: 3 clusters Score -3581555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3581573.750000 Penalty: 3328.253662
	Iteration 16Q: 3 clusters Score -3581574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3581582.500000 Penalty: 3328.253662
	Iteration 17Q: 3 clusters Score -3581582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3581588.000000 Penalty: 3328.253662
	Iteration 18Q: 3 clusters Score -3581588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3581589.750000 Penalty: 3328.253662
	Iteration 19Q: 3 clusters Score -3581590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3581589.500000 Penalty: 3328.253662
	Iteration 20F: 3 clusters Score -3581590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3581593.000000 Penalty: 3328.253662
	Iteration 21Q: 3 clusters Score -3581593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3581593.000000 Penalty: 3328.253662
	Iteration 22F: 3 clusters Score -3581593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Entering Unmasked Estep 
Score: -10249342.000000 Penalty: 1834.172607
	Iteration 0F: 2 clusters Score -1.024934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -10198287.000000 Penalty: 3668.345215
	Iteration 0F: 3 clusters Score -1.019829e+07 nChanged 37808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -10220210.000000 Penalty: 3668.345215
	Iteration 1F: 3 clusters Score -1.022021e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -10221093.000000 Penalty: 3668.345215
	Iteration 2Q: 3 clusters Score -1.022109e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -10222417.000000 Penalty: 3668.345215
	Iteration 3Q: 3 clusters Score -1.022242e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -10224714.000000 Penalty: 3668.345215
	Iteration 4F: 3 clusters Score -1.022471e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -10228584.000000 Penalty: 3668.345215
	Iteration 5F: 3 clusters Score -1.022858e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -10234200.000000 Penalty: 3668.345215
	Iteration 6F: 3 clusters Score -1.02342e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -10240352.000000 Penalty: 3668.345215
	Iteration 7F: 3 clusters Score -1.024035e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -10244644.000000 Penalty: 3668.345215
	Iteration 8F: 3 clusters Score -1.024464e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10246714.000000 Penalty: 3668.345215
	Iteration 9Q: 3 clusters Score -1.024671e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10247399.000000 Penalty: 3668.345215
	Iteration 10Q: 3 clusters Score -1.02474e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10247580.000000 Penalty: 3668.345215
	Iteration 11Q: 3 clusters Score -1.024758e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10247640.000000 Penalty: 3668.345215
	Iteration 12Q: 3 clusters Score -1.024764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10247676.000000 Penalty: 3668.345215
	Iteration 13Q: 3 clusters Score -1.024768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10247704.000000 Penalty: 3668.345215
	Iteration 14Q: 3 clusters Score -1.02477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10247712.000000 Penalty: 3668.345215
	Iteration 15Q: 3 clusters Score -1.024771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10247716.000000 Penalty: 3668.345215
	Iteration 16Q: 3 clusters Score -1.024772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10247716.000000 Penalty: 3668.345215
	Iteration 17F: 3 clusters Score -1.024772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14949.085938 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14949.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14413.133789 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14413.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14650.402344 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14752.607422 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14752.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14830.853516 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -14830.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14883.192383 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -14883.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14922.587891 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -14922.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14933.583984 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -14933.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14936.739258 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -14936.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14938.784180 Penalty: 1739.353882
	Iteration 8F: 3 clusters Score -14938.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14945.547852 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -14945.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14957.934570 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -14957.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14970.363281 Penalty: 1739.353882
	Iteration 11Q: 3 clusters Score -14970.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14970.363281 Penalty: 1739.353882
	Iteration 12F: 3 clusters Score -14970.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51563 members 
Mstep: Class 4 contains 93889 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 79795 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35433 members 
Mstep: Class 12 contains 68999 members 
Mstep: Class 13 contains 63533 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 66 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 29532 members 
Entering Unmasked Estep 
Score: -61621836.000000 Penalty: 42607.062500
Splitting cluster 9 changes total score from -61623308.000000 to -61621836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -50328.859375 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -50328.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49496.808594 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -49496.81 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50242.214844 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -50242.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50532.679688 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -50532.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50643.570312 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -50643.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50659.949219 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -50659.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50659.949219 Penalty: 2031.241943
	Iteration 5F: 3 clusters Score -50659.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51563 members 
Mstep: Class 4 contains 93889 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 79795 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 35433 members 
Mstep: Class 12 contains 68999 members 
Mstep: Class 13 contains 63533 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 114 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 29532 members 
Entering Unmasked Estep 
Score: -61622312.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61623308.000000 to -61622312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Entering Unmasked Estep 
Score: -4334101.000000 Penalty: 1702.252319
	Iteration 0F: 2 clusters Score -4334101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4310166.500000 Penalty: 3404.504639
	Iteration 0F: 3 clusters Score -4310166 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4319696.000000 Penalty: 3404.504639
	Iteration 1F: 3 clusters Score -4319696 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4320314.000000 Penalty: 3404.504639
	Iteration 2Q: 3 clusters Score -4320314 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4321068.500000 Penalty: 3404.504639
	Iteration 3Q: 3 clusters Score -4321068 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4322179.500000 Penalty: 3404.504639
	Iteration 4F: 3 clusters Score -4322180 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4323687.000000 Penalty: 3404.504639
	Iteration 5F: 3 clusters Score -4323687 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4325833.000000 Penalty: 3404.504639
	Iteration 6F: 3 clusters Score -4325833 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4328223.500000 Penalty: 3404.504639
	Iteration 7F: 3 clusters Score -4328224 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4330204.500000 Penalty: 3404.504639
	Iteration 8F: 3 clusters Score -4330204 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4331447.500000 Penalty: 3404.504639
	Iteration 9Q: 3 clusters Score -4331448 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4332026.500000 Penalty: 3404.504639
	Iteration 10Q: 3 clusters Score -4332026 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4332333.500000 Penalty: 3404.504639
	Iteration 11Q: 3 clusters Score -4332334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4332486.000000 Penalty: 3404.504639
	Iteration 12Q: 3 clusters Score -4332486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4332559.000000 Penalty: 3404.504639
	Iteration 13Q: 3 clusters Score -4332559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4332585.000000 Penalty: 3404.504639
	Iteration 14Q: 3 clusters Score -4332585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4332604.000000 Penalty: 3404.504639
	Iteration 15Q: 3 clusters Score -4332604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4332626.500000 Penalty: 3404.504639
	Iteration 16Q: 3 clusters Score -4332626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4332637.500000 Penalty: 3404.504639
	Iteration 17Q: 3 clusters Score -4332638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4332648.500000 Penalty: 3404.504639
	Iteration 18Q: 3 clusters Score -4332648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4332655.500000 Penalty: 3404.504639
	Iteration 19Q: 3 clusters Score -4332656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4332660.000000 Penalty: 3404.504639
	Iteration 20F: 3 clusters Score -4332660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4332663.500000 Penalty: 3404.504639
	Iteration 21Q: 3 clusters Score -4332664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4332662.500000 Penalty: 3404.504639
	Iteration 22Q: 3 clusters Score -4332662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4332664.500000 Penalty: 3404.504639
	Iteration 23Q: 3 clusters Score -4332664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4332664.500000 Penalty: 3404.504639
	Iteration 24F: 3 clusters Score -4332664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Entering Unmasked Estep 
Score: -8830589.000000 Penalty: 1810.550293
	Iteration 0F: 2 clusters Score -8830589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8785166.000000 Penalty: 3621.100586
	Iteration 0F: 3 clusters Score -8785166 nChanged 32734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -8803787.000000 Penalty: 3621.100586
	Iteration 1F: 3 clusters Score -8803787 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -8804229.000000 Penalty: 3621.100586
	Iteration 2Q: 3 clusters Score -8804229 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -8804719.000000 Penalty: 3621.100586
	Iteration 3Q: 3 clusters Score -8804719 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8805419.000000 Penalty: 3621.100586
	Iteration 4Q: 3 clusters Score -8805419 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -8806472.000000 Penalty: 3621.100586
	Iteration 5Q: 3 clusters Score -8806472 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -8807972.000000 Penalty: 3621.100586
	Iteration 6Q: 3 clusters Score -8807972 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8810166.000000 Penalty: 3621.100586
	Iteration 7Q: 3 clusters Score -8810166 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -8813000.000000 Penalty: 3621.100586
	Iteration 8F: 3 clusters Score -8813000 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -8816221.000000 Penalty: 3621.100586
	Iteration 9F: 3 clusters Score -8816221 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -8819541.000000 Penalty: 3621.100586
	Iteration 10F: 3 clusters Score -8819541 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -8822089.000000 Penalty: 3621.100586
	Iteration 11Q: 3 clusters Score -8822089 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -8823936.000000 Penalty: 3621.100586
	Iteration 12Q: 3 clusters Score -8823936 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8825079.000000 Penalty: 3621.100586
	Iteration 13Q: 3 clusters Score -8825079 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -8825975.000000 Penalty: 3621.100586
	Iteration 14Q: 3 clusters Score -8825975 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8826702.000000 Penalty: 3621.100586
	Iteration 15Q: 3 clusters Score -8826702 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8827218.000000 Penalty: 3621.100586
	Iteration 16Q: 3 clusters Score -8827218 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8827560.000000 Penalty: 3621.100586
	Iteration 17Q: 3 clusters Score -8827560 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8827914.000000 Penalty: 3621.100586
	Iteration 18Q: 3 clusters Score -8827914 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8828159.000000 Penalty: 3621.100586
	Iteration 19Q: 3 clusters Score -8828159 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8828410.000000 Penalty: 3621.100586
	Iteration 20F: 3 clusters Score -8828410 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8828604.000000 Penalty: 3621.100586
	Iteration 21Q: 3 clusters Score -8828604 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8828699.000000 Penalty: 3621.100586
	Iteration 22Q: 3 clusters Score -8828699 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8828801.000000 Penalty: 3621.100586
	Iteration 23Q: 3 clusters Score -8828801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8828874.000000 Penalty: 3621.100586
	Iteration 24Q: 3 clusters Score -8828874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8828924.000000 Penalty: 3621.100586
	Iteration 25Q: 3 clusters Score -8828924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8828964.000000 Penalty: 3621.100586
	Iteration 26Q: 3 clusters Score -8828964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8828983.000000 Penalty: 3621.100586
	Iteration 27Q: 3 clusters Score -8828983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8829001.000000 Penalty: 3621.100586
	Iteration 28Q: 3 clusters Score -8829001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8829008.000000 Penalty: 3621.100586
	Iteration 29Q: 3 clusters Score -8829008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8829023.000000 Penalty: 3621.100586
	Iteration 30Q: 3 clusters Score -8829023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8829035.000000 Penalty: 3621.100586
	Iteration 31Q: 3 clusters Score -8829035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8829035.000000 Penalty: 3621.100586
	Iteration 32Q: 3 clusters Score -8829035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8829041.000000 Penalty: 3621.100586
	Iteration 33Q: 3 clusters Score -8829041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8829044.000000 Penalty: 3621.100586
	Iteration 34Q: 3 clusters Score -8829044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8829050.000000 Penalty: 3621.100586
	Iteration 35Q: 3 clusters Score -8829050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8829051.000000 Penalty: 3621.100586
	Iteration 36Q: 3 clusters Score -8829051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8829046.000000 Penalty: 3621.100586
	Iteration 37Q: 3 clusters Score -8829046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8829046.000000 Penalty: 3621.100586
	Iteration 38F: 3 clusters Score -8829046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Entering Unmasked Estep 
Score: -8089826.000000 Penalty: 1797.138672
	Iteration 0F: 2 clusters Score -8089826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -8047676.000000 Penalty: 3594.277344
	Iteration 0F: 3 clusters Score -8047676 nChanged 30139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -8064702.000000 Penalty: 3594.277344
	Iteration 1F: 3 clusters Score -8064702 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8065226.000000 Penalty: 3594.277344
	Iteration 2Q: 3 clusters Score -8065226 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -8065745.500000 Penalty: 3594.277344
	Iteration 3Q: 3 clusters Score -8065746 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8066467.000000 Penalty: 3594.277344
	Iteration 4Q: 3 clusters Score -8066467 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -8067608.500000 Penalty: 3594.277344
	Iteration 5Q: 3 clusters Score -8067608 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8069568.000000 Penalty: 3594.277344
	Iteration 6F: 3 clusters Score -8069568 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8072698.500000 Penalty: 3594.277344
	Iteration 7F: 3 clusters Score -8072698 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -8077459.500000 Penalty: 3594.277344
	Iteration 8F: 3 clusters Score -8077460 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -8082455.500000 Penalty: 3594.277344
	Iteration 9F: 3 clusters Score -8082456 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8085905.500000 Penalty: 3594.277344
	Iteration 10F: 3 clusters Score -8085906 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8087378.500000 Penalty: 3594.277344
	Iteration 11Q: 3 clusters Score -8087378 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8087874.500000 Penalty: 3594.277344
	Iteration 12Q: 3 clusters Score -8087874 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8088069.500000 Penalty: 3594.277344
	Iteration 13Q: 3 clusters Score -8088070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8088141.500000 Penalty: 3594.277344
	Iteration 14Q: 3 clusters Score -8088142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8088179.000000 Penalty: 3594.277344
	Iteration 15Q: 3 clusters Score -8088179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8088199.500000 Penalty: 3594.277344
	Iteration 16Q: 3 clusters Score -8088200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8088209.000000 Penalty: 3594.277344
	Iteration 17Q: 3 clusters Score -8088209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8088221.000000 Penalty: 3594.277344
	Iteration 18Q: 3 clusters Score -8088221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8088240.500000 Penalty: 3594.277344
	Iteration 19Q: 3 clusters Score -8088240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8088245.500000 Penalty: 3594.277344
	Iteration 20F: 3 clusters Score -8088246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8088251.000000 Penalty: 3594.277344
	Iteration 21Q: 3 clusters Score -8088251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8088256.500000 Penalty: 3594.277344
	Iteration 22Q: 3 clusters Score -8088256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8088256.500000 Penalty: 3594.277344
	Iteration 23F: 3 clusters Score -8088256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -65512.160156 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -65512.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64394.761719 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -64394.76 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64555.429688 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -64555.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64612.289062 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -64612.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64637.007812 Penalty: 2065.170410
	Iteration 3Q: 3 clusters Score -64637.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64642.558594 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -64642.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64643.578125 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -64643.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64643.578125 Penalty: 2065.170410
	Iteration 6F: 3 clusters Score -64643.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -26869.271484 Penalty: 909.743591
	Iteration 0F: 2 clusters Score -26869.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26119.980469 Penalty: 1819.487183
	Iteration 0F: 3 clusters Score -26119.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26241.261719 Penalty: 1819.487183
	Iteration 1F: 3 clusters Score -26241.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26331.109375 Penalty: 1819.487183
	Iteration 2F: 3 clusters Score -26331.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26459.144531 Penalty: 1819.487183
	Iteration 3F: 3 clusters Score -26459.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26595.736328 Penalty: 1819.487183
	Iteration 4F: 3 clusters Score -26595.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26625.654297 Penalty: 1819.487183
	Iteration 5Q: 3 clusters Score -26625.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26654.554688 Penalty: 1819.487183
	Iteration 6Q: 3 clusters Score -26654.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26679.080078 Penalty: 1819.487183
	Iteration 7Q: 3 clusters Score -26679.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26713.634766 Penalty: 1819.487183
	Iteration 8Q: 3 clusters Score -26713.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26713.634766 Penalty: 1819.487183
	Iteration 9F: 3 clusters Score -26713.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -17455.244141 Penalty: 842.039856
	Iteration 0F: 2 clusters Score -17455.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16815.369141 Penalty: 1684.079712
	Iteration 0F: 3 clusters Score -16815.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16927.496094 Penalty: 1684.079712
	Iteration 1F: 3 clusters Score -16927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16976.875000 Penalty: 1684.079712
	Iteration 2F: 3 clusters Score -16976.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16992.646484 Penalty: 1684.079712
	Iteration 3Q: 3 clusters Score -16992.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16992.646484 Penalty: 1684.079712
	Iteration 4F: 3 clusters Score -16992.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -504702.875000 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -504702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -501221.531250 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -501221.5 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -502208.593750 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -502208.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502384.625000 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -502384.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -502525.718750 Penalty: 2719.523438
	Iteration 3F: 3 clusters Score -502525.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -502638.156250 Penalty: 2719.523438
	Iteration 4Q: 3 clusters Score -502638.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502719.375000 Penalty: 2719.523438
	Iteration 5Q: 3 clusters Score -502719.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -502776.343750 Penalty: 2719.523438
	Iteration 6Q: 3 clusters Score -502776.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -502820.562500 Penalty: 2719.523438
	Iteration 7Q: 3 clusters Score -502820.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -502874.031250 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -502874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -502925.593750 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -502925.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -502987.593750 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -502987.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -503067.375000 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -503067.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -503135.687500 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -503135.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -503217.000000 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -503217 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -503312.250000 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -503312.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -503388.281250 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -503388.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -503447.625000 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -503447.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -503487.937500 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -503487.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -503517.062500 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -503517.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -503544.093750 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -503544.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -503566.500000 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -503566.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -503579.718750 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -503579.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -503593.062500 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -503593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -503601.000000 Penalty: 2719.523438
	Iteration 23Q: 3 clusters Score -503601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -503606.218750 Penalty: 2719.523438
	Iteration 24Q: 3 clusters Score -503606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -503614.718750 Penalty: 2719.523438
	Iteration 25Q: 3 clusters Score -503614.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -503620.875000 Penalty: 2719.523438
	Iteration 26Q: 3 clusters Score -503620.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -503624.875000 Penalty: 2719.523438
	Iteration 27Q: 3 clusters Score -503624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -503627.062500 Penalty: 2719.523438
	Iteration 28Q: 3 clusters Score -503627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -503629.781250 Penalty: 2719.523438
	Iteration 29Q: 3 clusters Score -503629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -503635.250000 Penalty: 2719.523438
	Iteration 30Q: 3 clusters Score -503635.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -503643.593750 Penalty: 2719.523438
	Iteration 31Q: 3 clusters Score -503643.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -503648.437500 Penalty: 2719.523438
	Iteration 32Q: 3 clusters Score -503648.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -503656.062500 Penalty: 2719.523438
	Iteration 33Q: 3 clusters Score -503656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -503660.593750 Penalty: 2719.523438
	Iteration 34Q: 3 clusters Score -503660.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -503664.250000 Penalty: 2719.523438
	Iteration 35Q: 3 clusters Score -503664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -503669.562500 Penalty: 2719.523438
	Iteration 36Q: 3 clusters Score -503669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -503672.906250 Penalty: 2719.523438
	Iteration 37Q: 3 clusters Score -503672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -503675.312500 Penalty: 2719.523438
	Iteration 38Q: 3 clusters Score -503675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -503678.531250 Penalty: 2719.523438
	Iteration 39Q: 3 clusters Score -503678.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -503680.625000 Penalty: 2719.523438
	Iteration 40F: 3 clusters Score -503680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -503679.968750 Penalty: 2719.523438
	Iteration 41Q: 3 clusters Score -503680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -503680.875000 Penalty: 2719.523438
	Iteration 42Q: 3 clusters Score -503680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -503681.250000 Penalty: 2719.523438
	Iteration 43Q: 3 clusters Score -503681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -503681.250000 Penalty: 2719.523438
	Iteration 44F: 3 clusters Score -503681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -123969.679688 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -123969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122541.781250 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -122541.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -122770.093750 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -122770.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -122828.648438 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -122828.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122861.429688 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -122861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122875.882812 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -122875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122887.015625 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -122887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122894.765625 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -122894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122899.593750 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -122899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122903.031250 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -122903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122907.273438 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -122907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122910.078125 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -122910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122912.679688 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -122912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122913.218750 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -122913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -122913.992188 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -122914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -122914.718750 Penalty: 2240.438232
	Iteration 14Q: 3 clusters Score -122914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122915.687500 Penalty: 2240.438232
	Iteration 15Q: 3 clusters Score -122915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122916.773438 Penalty: 2240.438232
	Iteration 16Q: 3 clusters Score -122916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122917.476562 Penalty: 2240.438232
	Iteration 17Q: 3 clusters Score -122917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122918.960938 Penalty: 2240.438232
	Iteration 18Q: 3 clusters Score -122919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122921.968750 Penalty: 2240.438232
	Iteration 19Q: 3 clusters Score -122922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122928.062500 Penalty: 2240.438232
	Iteration 20F: 3 clusters Score -122928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122930.242188 Penalty: 2240.438232
	Iteration 21Q: 3 clusters Score -122930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122931.046875 Penalty: 2240.438232
	Iteration 22Q: 3 clusters Score -122931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122931.500000 Penalty: 2240.438232
	Iteration 23Q: 3 clusters Score -122931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -122932.328125 Penalty: 2240.438232
	Iteration 24Q: 3 clusters Score -122932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122933.203125 Penalty: 2240.438232
	Iteration 25Q: 3 clusters Score -122933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122933.203125 Penalty: 2240.438232
	Iteration 26F: 3 clusters Score -122933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Entering Unmasked Estep 
Score: -3759890.000000 Penalty: 1672.649902
	Iteration 0F: 2 clusters Score -3759890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3739944.500000 Penalty: 3345.299805
	Iteration 0F: 3 clusters Score -3739944 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3747336.000000 Penalty: 3345.299805
	Iteration 1F: 3 clusters Score -3747336 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3747728.000000 Penalty: 3345.299805
	Iteration 2Q: 3 clusters Score -3747728 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3748233.250000 Penalty: 3345.299805
	Iteration 3Q: 3 clusters Score -3748233 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3748878.750000 Penalty: 3345.299805
	Iteration 4Q: 3 clusters Score -3748879 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3749931.500000 Penalty: 3345.299805
	Iteration 5F: 3 clusters Score -3749932 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3751544.500000 Penalty: 3345.299805
	Iteration 6F: 3 clusters Score -3751544 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3753752.500000 Penalty: 3345.299805
	Iteration 7F: 3 clusters Score -3753752 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3755966.750000 Penalty: 3345.299805
	Iteration 8F: 3 clusters Score -3755967 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3757389.500000 Penalty: 3345.299805
	Iteration 9Q: 3 clusters Score -3757390 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3758051.000000 Penalty: 3345.299805
	Iteration 10Q: 3 clusters Score -3758051 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3758248.250000 Penalty: 3345.299805
	Iteration 11Q: 3 clusters Score -3758248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3758352.750000 Penalty: 3345.299805
	Iteration 12Q: 3 clusters Score -3758353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3758405.750000 Penalty: 3345.299805
	Iteration 13Q: 3 clusters Score -3758406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3758435.500000 Penalty: 3345.299805
	Iteration 14Q: 3 clusters Score -3758436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3758439.500000 Penalty: 3345.299805
	Iteration 15Q: 3 clusters Score -3758440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3758451.000000 Penalty: 3345.299805
	Iteration 16Q: 3 clusters Score -3758451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3758455.000000 Penalty: 3345.299805
	Iteration 17Q: 3 clusters Score -3758455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3758453.250000 Penalty: 3345.299805
	Iteration 18Q: 3 clusters Score -3758453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3758458.250000 Penalty: 3345.299805
	Iteration 19Q: 3 clusters Score -3758458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3758458.250000 Penalty: 3345.299805
	Iteration 20F: 3 clusters Score -3758458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51563 members 
Mstep: Class 4 contains 93889 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 79795 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35433 members 
Mstep: Class 12 contains 68999 members 
Mstep: Class 13 contains 63533 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 29532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623104.000000 Penalty: 40476.707031
Iteration 119Q: 20 clusters Score -6.16231e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51542 members 
Mstep: Class 4 contains 94211 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 7 contains 28022 members 
Mstep: Class 8 contains 79514 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35436 members 
Mstep: Class 12 contains 69012 members 
Mstep: Class 13 contains 63471 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 29517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623216.000000 Penalty: 40476.707031
Iteration 120F: 20 clusters Score -6.162322e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51522 members 
Mstep: Class 4 contains 94562 members 
Mstep: Class 5 contains 21498 members 
Mstep: Class 6 contains 7941 members 
Mstep: Class 7 contains 28014 members 
Mstep: Class 8 contains 79193 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 35449 members 
Mstep: Class 12 contains 69027 members 
Mstep: Class 13 contains 63413 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 29517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623184.000000 Penalty: 40476.707031
Iteration 121Q: 20 clusters Score -6.162318e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51502 members 
Mstep: Class 4 contains 94888 members 
Mstep: Class 5 contains 21488 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 78914 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 69049 members 
Mstep: Class 13 contains 63367 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 29507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623284.000000 Penalty: 40476.707031
Iteration 122Q: 20 clusters Score -6.162328e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51506 members 
Mstep: Class 4 contains 95194 members 
Mstep: Class 5 contains 21476 members 
Mstep: Class 6 contains 8023 members 
Mstep: Class 7 contains 27993 members 
Mstep: Class 8 contains 78595 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35438 members 
Mstep: Class 12 contains 69081 members 
Mstep: Class 13 contains 63343 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 29496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623312.000000 Penalty: 40476.707031
Iteration 123Q: 20 clusters Score -6.162331e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51487 members 
Mstep: Class 4 contains 95468 members 
Mstep: Class 5 contains 21453 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 27978 members 
Mstep: Class 8 contains 78352 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35440 members 
Mstep: Class 12 contains 69114 members 
Mstep: Class 13 contains 63328 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 29466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623276.000000 Penalty: 40476.707031
Iteration 124Q: 20 clusters Score -6.162328e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51480 members 
Mstep: Class 4 contains 95706 members 
Mstep: Class 5 contains 21435 members 
Mstep: Class 6 contains 8104 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 78101 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 69173 members 
Mstep: Class 13 contains 63302 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 29440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623256.000000 Penalty: 40476.707031
Iteration 125Q: 20 clusters Score -6.162326e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51468 members 
Mstep: Class 4 contains 95890 members 
Mstep: Class 5 contains 21413 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 7 contains 27964 members 
Mstep: Class 8 contains 77913 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35439 members 
Mstep: Class 12 contains 69244 members 
Mstep: Class 13 contains 63275 members 
Mstep: Class 14 contains 579 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623264.000000 Penalty: 40476.707031
Iteration 126Q: 20 clusters Score -6.162326e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51456 members 
Mstep: Class 4 contains 96039 members 
Mstep: Class 5 contains 21400 members 
Mstep: Class 6 contains 8187 members 
Mstep: Class 7 contains 27960 members 
Mstep: Class 8 contains 77751 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35436 members 
Mstep: Class 12 contains 69306 members 
Mstep: Class 13 contains 63242 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623456.000000 Penalty: 40476.707031
Iteration 127Q: 20 clusters Score -6.162346e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51441 members 
Mstep: Class 4 contains 96166 members 
Mstep: Class 5 contains 21384 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 27942 members 
Mstep: Class 8 contains 77617 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35436 members 
Mstep: Class 12 contains 69375 members 
Mstep: Class 13 contains 63220 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623540.000000 Penalty: 40476.707031
Iteration 128Q: 20 clusters Score -6.162354e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51430 members 
Mstep: Class 4 contains 96268 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 27936 members 
Mstep: Class 8 contains 77487 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35439 members 
Mstep: Class 12 contains 69448 members 
Mstep: Class 13 contains 63203 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623396.000000 Penalty: 40476.707031
Iteration 129Q: 20 clusters Score -6.16234e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51422 members 
Mstep: Class 4 contains 96346 members 
Mstep: Class 5 contains 21348 members 
Mstep: Class 6 contains 8238 members 
Mstep: Class 7 contains 27922 members 
Mstep: Class 8 contains 77402 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 69516 members 
Mstep: Class 13 contains 63178 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623524.000000 Penalty: 40476.707031
Iteration 130Q: 20 clusters Score -6.162352e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51400 members 
Mstep: Class 4 contains 96370 members 
Mstep: Class 5 contains 21344 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 27918 members 
Mstep: Class 8 contains 77395 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35450 members 
Mstep: Class 12 contains 69573 members 
Mstep: Class 13 contains 63137 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623404.000000 Penalty: 40476.707031
Iteration 131Q: 20 clusters Score -6.16234e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51362 members 
Mstep: Class 4 contains 96370 members 
Mstep: Class 5 contains 21336 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 27915 members 
Mstep: Class 8 contains 77418 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 69641 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623496.000000 Penalty: 40476.707031
Iteration 132Q: 20 clusters Score -6.16235e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51333 members 
Mstep: Class 4 contains 96324 members 
Mstep: Class 5 contains 21321 members 
Mstep: Class 6 contains 8275 members 
Mstep: Class 7 contains 27909 members 
Mstep: Class 8 contains 77451 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35452 members 
Mstep: Class 12 contains 69731 members 
Mstep: Class 13 contains 63085 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623432.000000 Penalty: 40476.707031
Iteration 133Q: 20 clusters Score -6.162343e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 51285 members 
Mstep: Class 4 contains 96306 members 
Mstep: Class 5 contains 21311 members 
Mstep: Class 6 contains 8275 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 77485 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35465 members 
Mstep: Class 12 contains 69820 members 
Mstep: Class 13 contains 63061 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623420.000000 Penalty: 40476.707031
Iteration 134Q: 20 clusters Score -6.162342e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 51256 members 
Mstep: Class 4 contains 96274 members 
Mstep: Class 5 contains 21306 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 77496 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35465 members 
Mstep: Class 12 contains 69906 members 
Mstep: Class 13 contains 63048 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623500.000000 Penalty: 40476.707031
Iteration 135Q: 20 clusters Score -6.16235e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 51240 members 
Mstep: Class 4 contains 96184 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 27893 members 
Mstep: Class 8 contains 77535 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35449 members 
Mstep: Class 12 contains 70003 members 
Mstep: Class 13 contains 63040 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 20 clusters Score -6.162361e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 96079 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 27887 members 
Mstep: Class 8 contains 77600 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35440 members 
Mstep: Class 12 contains 70088 members 
Mstep: Class 13 contains 63038 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61623584.000000 Penalty: 40476.707031
Iteration 137Q: 20 clusters Score -6.162358e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51204 members 
Mstep: Class 4 contains 95978 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 27886 members 
Mstep: Class 8 contains 77657 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35445 members 
Mstep: Class 12 contains 70165 members 
Mstep: Class 13 contains 63032 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 20 clusters Score -6.16236e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51200 members 
Mstep: Class 4 contains 95848 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 77727 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35443 members 
Mstep: Class 12 contains 70255 members 
Mstep: Class 13 contains 63031 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 20 clusters Score -6.162354e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51186 members 
Mstep: Class 4 contains 95706 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 77806 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35452 members 
Mstep: Class 12 contains 70340 members 
Mstep: Class 13 contains 63021 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 20 clusters Score -6.162358e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51170 members 
Mstep: Class 4 contains 95569 members 
Mstep: Class 5 contains 21281 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 77884 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 35459 members 
Mstep: Class 12 contains 70440 members 
Mstep: Class 13 contains 62997 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 20 clusters Score -6.162372e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51152 members 
Mstep: Class 4 contains 95455 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 77991 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 35455 members 
Mstep: Class 12 contains 70513 members 
Mstep: Class 13 contains 62966 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 20 clusters Score -6.162379e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51130 members 
Mstep: Class 4 contains 95333 members 
Mstep: Class 5 contains 21277 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 78091 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 35461 members 
Mstep: Class 12 contains 70587 members 
Mstep: Class 13 contains 62951 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4290 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 20 clusters Score -6.162388e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51118 members 
Mstep: Class 4 contains 95211 members 
Mstep: Class 5 contains 21277 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 27878 members 
Mstep: Class 8 contains 78182 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35464 members 
Mstep: Class 12 contains 70655 members 
Mstep: Class 13 contains 62942 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624152.000000 Penalty: 40476.707031
Iteration 144Q: 20 clusters Score -6.162415e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51105 members 
Mstep: Class 4 contains 95101 members 
Mstep: Class 5 contains 21272 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 27873 members 
Mstep: Class 8 contains 78276 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35469 members 
Mstep: Class 12 contains 70734 members 
Mstep: Class 13 contains 62925 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624152.000000 Penalty: 40476.707031
Iteration 145Q: 20 clusters Score -6.162415e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51095 members 
Mstep: Class 4 contains 94989 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 78355 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35476 members 
Mstep: Class 12 contains 70798 members 
Mstep: Class 13 contains 62913 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624176.000000 Penalty: 40476.707031
Iteration 146Q: 20 clusters Score -6.162418e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51090 members 
Mstep: Class 4 contains 94885 members 
Mstep: Class 5 contains 21261 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 78417 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 35485 members 
Mstep: Class 12 contains 70863 members 
Mstep: Class 13 contains 62907 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 20 clusters Score -6.162424e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51088 members 
Mstep: Class 4 contains 94791 members 
Mstep: Class 5 contains 21259 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 78459 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35490 members 
Mstep: Class 12 contains 70914 members 
Mstep: Class 13 contains 62910 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624348.000000 Penalty: 40476.707031
Iteration 148Q: 20 clusters Score -6.162435e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51099 members 
Mstep: Class 4 contains 94677 members 
Mstep: Class 5 contains 21255 members 
Mstep: Class 6 contains 8373 members 
Mstep: Class 7 contains 27879 members 
Mstep: Class 8 contains 78524 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35496 members 
Mstep: Class 12 contains 70940 members 
Mstep: Class 13 contains 62909 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624360.000000 Penalty: 40476.707031
Iteration 149Q: 20 clusters Score -6.162436e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51104 members 
Mstep: Class 4 contains 94569 members 
Mstep: Class 5 contains 21250 members 
Mstep: Class 6 contains 8374 members 
Mstep: Class 7 contains 27878 members 
Mstep: Class 8 contains 78611 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35507 members 
Mstep: Class 12 contains 70963 members 
Mstep: Class 13 contains 62898 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624360.000000 Penalty: 40476.707031
Iteration 150Q: 20 clusters Score -6.162436e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51103 members 
Mstep: Class 4 contains 94487 members 
Mstep: Class 5 contains 21238 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 27878 members 
Mstep: Class 8 contains 78693 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35514 members 
Mstep: Class 12 contains 70981 members 
Mstep: Class 13 contains 62890 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624412.000000 Penalty: 40476.707031
Iteration 151Q: 20 clusters Score -6.162441e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51094 members 
Mstep: Class 4 contains 94389 members 
Mstep: Class 5 contains 21230 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 78804 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35520 members 
Mstep: Class 12 contains 70993 members 
Mstep: Class 13 contains 62873 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624528.000000 Penalty: 40476.707031
Iteration 152Q: 20 clusters Score -6.162453e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51079 members 
Mstep: Class 4 contains 94300 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 78920 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35525 members 
Mstep: Class 12 contains 71006 members 
Mstep: Class 13 contains 62858 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 20 clusters Score -6.162442e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51076 members 
Mstep: Class 4 contains 94167 members 
Mstep: Class 5 contains 21229 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 27881 members 
Mstep: Class 8 contains 79019 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35535 members 
Mstep: Class 12 contains 71041 members 
Mstep: Class 13 contains 62850 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 29061 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 20 clusters Score -6.16245e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51078 members 
Mstep: Class 4 contains 94055 members 
Mstep: Class 5 contains 21225 members 
Mstep: Class 6 contains 8344 members 
Mstep: Class 7 contains 27883 members 
Mstep: Class 8 contains 79125 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35535 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62854 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624488.000000 Penalty: 40476.707031
Iteration 155Q: 20 clusters Score -6.162449e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51082 members 
Mstep: Class 4 contains 93971 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 27880 members 
Mstep: Class 8 contains 79201 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35534 members 
Mstep: Class 12 contains 71080 members 
Mstep: Class 13 contains 62845 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 20 clusters Score -6.162449e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 51075 members 
Mstep: Class 4 contains 93912 members 
Mstep: Class 5 contains 21217 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 79245 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35528 members 
Mstep: Class 12 contains 71107 members 
Mstep: Class 13 contains 62845 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624404.000000 Penalty: 40476.707031
Iteration 157Q: 20 clusters Score -6.16244e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 51062 members 
Mstep: Class 4 contains 93863 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 27883 members 
Mstep: Class 8 contains 79285 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35526 members 
Mstep: Class 12 contains 71133 members 
Mstep: Class 13 contains 62851 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 20 clusters Score -6.162437e+07 nChanged 272
Entering ConstructFrom: 
Score: -61624372.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -168241.656250 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -168241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166548.546875 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -166548.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166867.953125 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -166868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166943.687500 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -166943.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166987.265625 Penalty: 2356.917480
	Iteration 3Q: 3 clusters Score -166987.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -167010.890625 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -167010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167022.500000 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -167022.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167034.703125 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -167034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167043.718750 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -167043.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167056.296875 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -167056.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167063.390625 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -167063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167071.828125 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -167071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -167074.578125 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -167074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -167081.500000 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -167081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -167084.546875 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -167084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167086.484375 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -167086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167087.796875 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -167087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167089.328125 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -167089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -167090.671875 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -167090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -167091.359375 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -167091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -167091.906250 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -167091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167092.734375 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -167092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -167093.812500 Penalty: 2356.917480
	Iteration 21Q: 3 clusters Score -167093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -167095.546875 Penalty: 2356.917480
	Iteration 22Q: 3 clusters Score -167095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167096.265625 Penalty: 2356.917480
	Iteration 23Q: 3 clusters Score -167096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -167096.828125 Penalty: 2356.917480
	Iteration 24Q: 3 clusters Score -167096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -167096.828125 Penalty: 2356.917480
	Iteration 25F: 3 clusters Score -167096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -630175.875000 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -630175.9 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 2432 members 
Entering Unmasked Estep 
Score: -626193.562500 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -626193.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -627288.875000 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -627288.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -627510.437500 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -627510.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -627724.562500 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -627724.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -627890.250000 Penalty: 2767.892822
	Iteration 4F: 3 clusters Score -627890.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -628012.375000 Penalty: 2767.892822
	Iteration 5Q: 3 clusters Score -628012.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -628114.875000 Penalty: 2767.892822
	Iteration 6Q: 3 clusters Score -628114.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -628194.437500 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -628194.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -628258.500000 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -628258.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -628304.750000 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -628304.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -628341.000000 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -628341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -628369.812500 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -628369.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -628397.437500 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -628397.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -628425.000000 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -628425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -628451.750000 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -628451.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -628466.500000 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -628466.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -628482.687500 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -628482.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -628502.000000 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -628502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -628522.750000 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -628522.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -628542.250000 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -628542.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -628558.000000 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -628558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -628575.312500 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -628575.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628594.000000 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -628594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -628613.000000 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -628613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -628634.375000 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -628634.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -628657.250000 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -628657.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -628678.062500 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -628678.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -628695.125000 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -628695.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -628706.375000 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -628706.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -628720.437500 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -628720.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -628732.750000 Penalty: 2767.892822
	Iteration 30Q: 3 clusters Score -628732.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -628745.750000 Penalty: 2767.892822
	Iteration 31Q: 3 clusters Score -628745.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -628759.625000 Penalty: 2767.892822
	Iteration 32Q: 3 clusters Score -628759.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -628771.750000 Penalty: 2767.892822
	Iteration 33Q: 3 clusters Score -628771.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -628788.312500 Penalty: 2767.892822
	Iteration 34Q: 3 clusters Score -628788.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -628804.437500 Penalty: 2767.892822
	Iteration 35Q: 3 clusters Score -628804.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -628817.750000 Penalty: 2767.892822
	Iteration 36Q: 3 clusters Score -628817.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -628830.000000 Penalty: 2767.892822
	Iteration 37Q: 3 clusters Score -628830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628840.250000 Penalty: 2767.892822
	Iteration 38Q: 3 clusters Score -628840.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -628851.437500 Penalty: 2767.892822
	Iteration 39Q: 3 clusters Score -628851.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -628868.375000 Penalty: 2767.892822
	Iteration 40F: 3 clusters Score -628868.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -628887.375000 Penalty: 2767.892822
	Iteration 41Q: 3 clusters Score -628887.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -628901.437500 Penalty: 2767.892822
	Iteration 42Q: 3 clusters Score -628901.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -628917.500000 Penalty: 2767.892822
	Iteration 43Q: 3 clusters Score -628917.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -628933.125000 Penalty: 2767.892822
	Iteration 44Q: 3 clusters Score -628933.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -628950.687500 Penalty: 2767.892822
	Iteration 45Q: 3 clusters Score -628950.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -628978.937500 Penalty: 2767.892822
	Iteration 46Q: 3 clusters Score -628978.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -629012.125000 Penalty: 2767.892822
	Iteration 47Q: 3 clusters Score -629012.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -629043.062500 Penalty: 2767.892822
	Iteration 48Q: 3 clusters Score -629043.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -629073.875000 Penalty: 2767.892822
	Iteration 49Q: 3 clusters Score -629073.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -629100.812500 Penalty: 2767.892822
	Iteration 50Q: 3 clusters Score -629100.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -629132.875000 Penalty: 2767.892822
	Iteration 51Q: 3 clusters Score -629132.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -629160.562500 Penalty: 2767.892822
	Iteration 52Q: 3 clusters Score -629160.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -629175.125000 Penalty: 2767.892822
	Iteration 53Q: 3 clusters Score -629175.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -629186.000000 Penalty: 2767.892822
	Iteration 54Q: 3 clusters Score -629186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -629198.687500 Penalty: 2767.892822
	Iteration 55Q: 3 clusters Score -629198.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -629203.875000 Penalty: 2767.892822
	Iteration 56Q: 3 clusters Score -629203.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -629210.375000 Penalty: 2767.892822
	Iteration 57Q: 3 clusters Score -629210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -629218.250000 Penalty: 2767.892822
	Iteration 58Q: 3 clusters Score -629218.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -629224.937500 Penalty: 2767.892822
	Iteration 59Q: 3 clusters Score -629224.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -629232.687500 Penalty: 2767.892822
	Iteration 60F: 3 clusters Score -629232.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -629240.562500 Penalty: 2767.892822
	Iteration 61Q: 3 clusters Score -629240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -629245.125000 Penalty: 2767.892822
	Iteration 62Q: 3 clusters Score -629245.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -629251.812500 Penalty: 2767.892822
	Iteration 63Q: 3 clusters Score -629251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -629253.562500 Penalty: 2767.892822
	Iteration 64Q: 3 clusters Score -629253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -629255.625000 Penalty: 2767.892822
	Iteration 65Q: 3 clusters Score -629255.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -629261.437500 Penalty: 2767.892822
	Iteration 66Q: 3 clusters Score -629261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -629264.250000 Penalty: 2767.892822
	Iteration 67Q: 3 clusters Score -629264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -629266.250000 Penalty: 2767.892822
	Iteration 68Q: 3 clusters Score -629266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -629266.687500 Penalty: 2767.892822
	Iteration 69Q: 3 clusters Score -629266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -629268.312500 Penalty: 2767.892822
	Iteration 70Q: 3 clusters Score -629268.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -629270.562500 Penalty: 2767.892822
	Iteration 71Q: 3 clusters Score -629270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -629271.562500 Penalty: 2767.892822
	Iteration 72Q: 3 clusters Score -629271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -629272.562500 Penalty: 2767.892822
	Iteration 73Q: 3 clusters Score -629272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -629274.437500 Penalty: 2767.892822
	Iteration 74Q: 3 clusters Score -629274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -629275.937500 Penalty: 2767.892822
	Iteration 75Q: 3 clusters Score -629275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -629276.187500 Penalty: 2767.892822
	Iteration 76Q: 3 clusters Score -629276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -629279.500000 Penalty: 2767.892822
	Iteration 77Q: 3 clusters Score -629279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -629280.625000 Penalty: 2767.892822
	Iteration 78Q: 3 clusters Score -629280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -629281.562500 Penalty: 2767.892822
	Iteration 79Q: 3 clusters Score -629281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -629285.500000 Penalty: 2767.892822
	Iteration 80F: 3 clusters Score -629285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -629288.250000 Penalty: 2767.892822
	Iteration 81Q: 3 clusters Score -629288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -629289.937500 Penalty: 2767.892822
	Iteration 82Q: 3 clusters Score -629289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -629291.125000 Penalty: 2767.892822
	Iteration 83Q: 3 clusters Score -629291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -629292.687500 Penalty: 2767.892822
	Iteration 84Q: 3 clusters Score -629292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -629294.500000 Penalty: 2767.892822
	Iteration 85Q: 3 clusters Score -629294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -629295.625000 Penalty: 2767.892822
	Iteration 86Q: 3 clusters Score -629295.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -629296.625000 Penalty: 2767.892822
	Iteration 87Q: 3 clusters Score -629296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -629296.562500 Penalty: 2767.892822
	Iteration 88Q: 3 clusters Score -629296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -629296.500000 Penalty: 2767.892822
	Iteration 89Q: 3 clusters Score -629296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -629295.875000 Penalty: 2767.892822
	Iteration 90Q: 3 clusters Score -629295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -629295.875000 Penalty: 2767.892822
	Iteration 91F: 3 clusters Score -629295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Entering Unmasked Estep 
Score: -6505595.500000 Penalty: 1761.594238
	Iteration 0F: 2 clusters Score -6505596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -6471689.500000 Penalty: 3523.188477
	Iteration 0F: 3 clusters Score -6471690 nChanged 23946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6485110.000000 Penalty: 3523.188477
	Iteration 1F: 3 clusters Score -6485110 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6485762.500000 Penalty: 3523.188477
	Iteration 2Q: 3 clusters Score -6485762 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6486434.000000 Penalty: 3523.188477
	Iteration 3Q: 3 clusters Score -6486434 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -6487485.500000 Penalty: 3523.188477
	Iteration 4Q: 3 clusters Score -6487486 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -6489035.500000 Penalty: 3523.188477
	Iteration 5F: 3 clusters Score -6489036 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -6491336.500000 Penalty: 3523.188477
	Iteration 6F: 3 clusters Score -6491336 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -6494500.000000 Penalty: 3523.188477
	Iteration 7F: 3 clusters Score -6494500 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -6497890.000000 Penalty: 3523.188477
	Iteration 8F: 3 clusters Score -6497890 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6500707.000000 Penalty: 3523.188477
	Iteration 9F: 3 clusters Score -6500707 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6502489.000000 Penalty: 3523.188477
	Iteration 10Q: 3 clusters Score -6502489 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -6503396.500000 Penalty: 3523.188477
	Iteration 11Q: 3 clusters Score -6503396 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6503718.500000 Penalty: 3523.188477
	Iteration 12Q: 3 clusters Score -6503718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6503889.500000 Penalty: 3523.188477
	Iteration 13Q: 3 clusters Score -6503890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6503972.000000 Penalty: 3523.188477
	Iteration 14Q: 3 clusters Score -6503972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6504024.500000 Penalty: 3523.188477
	Iteration 15Q: 3 clusters Score -6504024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6504043.500000 Penalty: 3523.188477
	Iteration 16Q: 3 clusters Score -6504044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6504068.500000 Penalty: 3523.188477
	Iteration 17Q: 3 clusters Score -6504068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -6504082.000000 Penalty: 3523.188477
	Iteration 18Q: 3 clusters Score -6504082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6504086.500000 Penalty: 3523.188477
	Iteration 19Q: 3 clusters Score -6504086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -6504105.000000 Penalty: 3523.188477
	Iteration 20F: 3 clusters Score -6504105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -6504103.500000 Penalty: 3523.188477
	Iteration 21Q: 3 clusters Score -6504104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -6504103.000000 Penalty: 3523.188477
	Iteration 22Q: 3 clusters Score -6504103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -6504103.500000 Penalty: 3523.188477
	Iteration 23Q: 3 clusters Score -6504104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6504109.500000 Penalty: 3523.188477
	Iteration 24Q: 3 clusters Score -6504110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6504110.000000 Penalty: 3523.188477
	Iteration 25Q: 3 clusters Score -6504110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6504114.000000 Penalty: 3523.188477
	Iteration 26Q: 3 clusters Score -6504114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6504113.000000 Penalty: 3523.188477
	Iteration 27Q: 3 clusters Score -6504113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6504113.000000 Penalty: 3523.188477
	Iteration 28F: 3 clusters Score -6504113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Entering Unmasked Estep 
Score: -11979022.000000 Penalty: 1860.439209
	Iteration 0F: 2 clusters Score -1.197902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -11920472.000000 Penalty: 3720.878418
	Iteration 0F: 3 clusters Score -1.192047e+07 nChanged 44744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -11946008.000000 Penalty: 3720.878418
	Iteration 1F: 3 clusters Score -1.194601e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -11946566.000000 Penalty: 3720.878418
	Iteration 2Q: 3 clusters Score -1.194657e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -11947148.000000 Penalty: 3720.878418
	Iteration 3Q: 3 clusters Score -1.194715e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -11947952.000000 Penalty: 3720.878418
	Iteration 4Q: 3 clusters Score -1.194795e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -11949183.000000 Penalty: 3720.878418
	Iteration 5Q: 3 clusters Score -1.194918e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -11951085.000000 Penalty: 3720.878418
	Iteration 6Q: 3 clusters Score -1.195108e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -11954407.000000 Penalty: 3720.878418
	Iteration 7F: 3 clusters Score -1.195441e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -11959041.000000 Penalty: 3720.878418
	Iteration 8F: 3 clusters Score -1.195904e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -11963034.000000 Penalty: 3720.878418
	Iteration 9F: 3 clusters Score -1.196303e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -11964589.000000 Penalty: 3720.878418
	Iteration 10Q: 3 clusters Score -1.196459e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -11965020.000000 Penalty: 3720.878418
	Iteration 11Q: 3 clusters Score -1.196502e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -11965221.000000 Penalty: 3720.878418
	Iteration 12Q: 3 clusters Score -1.196522e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -11965383.000000 Penalty: 3720.878418
	Iteration 13Q: 3 clusters Score -1.196538e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -11965632.000000 Penalty: 3720.878418
	Iteration 14Q: 3 clusters Score -1.196563e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -11965781.000000 Penalty: 3720.878418
	Iteration 15Q: 3 clusters Score -1.196578e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -11966124.000000 Penalty: 3720.878418
	Iteration 16Q: 3 clusters Score -1.196612e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -11966435.000000 Penalty: 3720.878418
	Iteration 17Q: 3 clusters Score -1.196644e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -11966748.000000 Penalty: 3720.878418
	Iteration 18Q: 3 clusters Score -1.196675e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -11967066.000000 Penalty: 3720.878418
	Iteration 19Q: 3 clusters Score -1.196707e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -11967453.000000 Penalty: 3720.878418
	Iteration 20F: 3 clusters Score -1.196745e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -11967834.000000 Penalty: 3720.878418
	Iteration 21Q: 3 clusters Score -1.196783e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -11968288.000000 Penalty: 3720.878418
	Iteration 22Q: 3 clusters Score -1.196829e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -11968902.000000 Penalty: 3720.878418
	Iteration 23Q: 3 clusters Score -1.19689e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -11969466.000000 Penalty: 3720.878418
	Iteration 24Q: 3 clusters Score -1.196947e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -11970175.000000 Penalty: 3720.878418
	Iteration 25Q: 3 clusters Score -1.197018e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -11970822.000000 Penalty: 3720.878418
	Iteration 26Q: 3 clusters Score -1.197082e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -11971570.000000 Penalty: 3720.878418
	Iteration 27Q: 3 clusters Score -1.197157e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -11972249.000000 Penalty: 3720.878418
	Iteration 28Q: 3 clusters Score -1.197225e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -11972907.000000 Penalty: 3720.878418
	Iteration 29Q: 3 clusters Score -1.197291e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -11973648.000000 Penalty: 3720.878418
	Iteration 30Q: 3 clusters Score -1.197365e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -11974300.000000 Penalty: 3720.878418
	Iteration 31Q: 3 clusters Score -1.19743e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -11974909.000000 Penalty: 3720.878418
	Iteration 32Q: 3 clusters Score -1.197491e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -11975329.000000 Penalty: 3720.878418
	Iteration 33Q: 3 clusters Score -1.197533e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -11975784.000000 Penalty: 3720.878418
	Iteration 34Q: 3 clusters Score -1.197578e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -11976201.000000 Penalty: 3720.878418
	Iteration 35Q: 3 clusters Score -1.19762e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -11976541.000000 Penalty: 3720.878418
	Iteration 36Q: 3 clusters Score -1.197654e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -11976814.000000 Penalty: 3720.878418
	Iteration 37Q: 3 clusters Score -1.197681e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -11977012.000000 Penalty: 3720.878418
	Iteration 38Q: 3 clusters Score -1.197701e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -11977123.000000 Penalty: 3720.878418
	Iteration 39Q: 3 clusters Score -1.197712e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -11977186.000000 Penalty: 3720.878418
	Iteration 40F: 3 clusters Score -1.197719e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -11977234.000000 Penalty: 3720.878418
	Iteration 41Q: 3 clusters Score -1.197723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -11977285.000000 Penalty: 3720.878418
	Iteration 42Q: 3 clusters Score -1.197728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -11977305.000000 Penalty: 3720.878418
	Iteration 43Q: 3 clusters Score -1.19773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -11977314.000000 Penalty: 3720.878418
	Iteration 44Q: 3 clusters Score -1.197731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11977311.000000 Penalty: 3720.878418
	Iteration 45Q: 3 clusters Score -1.197731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -11977315.000000 Penalty: 3720.878418
	Iteration 46Q: 3 clusters Score -1.197732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -11977326.000000 Penalty: 3720.878418
	Iteration 47Q: 3 clusters Score -1.197733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -11977331.000000 Penalty: 3720.878418
	Iteration 48Q: 3 clusters Score -1.197733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -11977330.000000 Penalty: 3720.878418
	Iteration 49Q: 3 clusters Score -1.197733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -11977338.000000 Penalty: 3720.878418
	Iteration 50Q: 3 clusters Score -1.197734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -11977343.000000 Penalty: 3720.878418
	Iteration 51Q: 3 clusters Score -1.197734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -11977345.000000 Penalty: 3720.878418
	Iteration 52Q: 3 clusters Score -1.197734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -11977351.000000 Penalty: 3720.878418
	Iteration 53Q: 3 clusters Score -1.197735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -11977358.000000 Penalty: 3720.878418
	Iteration 54Q: 3 clusters Score -1.197736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -11977363.000000 Penalty: 3720.878418
	Iteration 55Q: 3 clusters Score -1.197736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -11977360.000000 Penalty: 3720.878418
	Iteration 56Q: 3 clusters Score -1.197736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 93540 members 
Entering Unmasked Estep 
Score: -11977371.000000 Penalty: 3720.878418
	Iteration 57Q: 3 clusters Score -1.197737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -11977383.000000 Penalty: 3720.878418
	Iteration 58Q: 3 clusters Score -1.197738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -11977378.000000 Penalty: 3720.878418
	Iteration 59Q: 3 clusters Score -1.197738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -11977380.000000 Penalty: 3720.878418
	Iteration 60F: 3 clusters Score -1.197738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -11977378.000000 Penalty: 3720.878418
	Iteration 61Q: 3 clusters Score -1.197738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -11977385.000000 Penalty: 3720.878418
	Iteration 62Q: 3 clusters Score -1.197738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -11977394.000000 Penalty: 3720.878418
	Iteration 63Q: 3 clusters Score -1.197739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -11977394.000000 Penalty: 3720.878418
	Iteration 64F: 3 clusters Score -1.197739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Entering Unmasked Estep 
Score: -2692562.750000 Penalty: 1618.931030
	Iteration 0F: 2 clusters Score -2692563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2678173.500000 Penalty: 3237.862061
	Iteration 0F: 3 clusters Score -2678174 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2683207.500000 Penalty: 3237.862061
	Iteration 1F: 3 clusters Score -2683208 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2683473.500000 Penalty: 3237.862061
	Iteration 2Q: 3 clusters Score -2683474 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2683688.250000 Penalty: 3237.862061
	Iteration 3Q: 3 clusters Score -2683688 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2683894.500000 Penalty: 3237.862061
	Iteration 4Q: 3 clusters Score -2683894 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2684104.000000 Penalty: 3237.862061
	Iteration 5Q: 3 clusters Score -2684104 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2684379.000000 Penalty: 3237.862061
	Iteration 6Q: 3 clusters Score -2684379 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2684748.750000 Penalty: 3237.862061
	Iteration 7Q: 3 clusters Score -2684749 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2685241.250000 Penalty: 3237.862061
	Iteration 8Q: 3 clusters Score -2685241 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2685912.750000 Penalty: 3237.862061
	Iteration 9F: 3 clusters Score -2685913 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2686827.250000 Penalty: 3237.862061
	Iteration 10F: 3 clusters Score -2686827 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2687894.250000 Penalty: 3237.862061
	Iteration 11F: 3 clusters Score -2687894 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2688919.500000 Penalty: 3237.862061
	Iteration 12F: 3 clusters Score -2688920 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2689728.500000 Penalty: 3237.862061
	Iteration 13Q: 3 clusters Score -2689728 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2690268.500000 Penalty: 3237.862061
	Iteration 14Q: 3 clusters Score -2690268 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2690622.000000 Penalty: 3237.862061
	Iteration 15Q: 3 clusters Score -2690622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2690817.000000 Penalty: 3237.862061
	Iteration 16Q: 3 clusters Score -2690817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2690951.000000 Penalty: 3237.862061
	Iteration 17Q: 3 clusters Score -2690951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2691027.500000 Penalty: 3237.862061
	Iteration 18Q: 3 clusters Score -2691028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2691076.500000 Penalty: 3237.862061
	Iteration 19Q: 3 clusters Score -2691076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2691101.750000 Penalty: 3237.862061
	Iteration 20F: 3 clusters Score -2691102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2691119.000000 Penalty: 3237.862061
	Iteration 21Q: 3 clusters Score -2691119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2691123.250000 Penalty: 3237.862061
	Iteration 22Q: 3 clusters Score -2691123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2691136.000000 Penalty: 3237.862061
	Iteration 23Q: 3 clusters Score -2691136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2691141.250000 Penalty: 3237.862061
	Iteration 24Q: 3 clusters Score -2691141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2691144.500000 Penalty: 3237.862061
	Iteration 25Q: 3 clusters Score -2691144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2691143.000000 Penalty: 3237.862061
	Iteration 26Q: 3 clusters Score -2691143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2691148.750000 Penalty: 3237.862061
	Iteration 27Q: 3 clusters Score -2691149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2691155.000000 Penalty: 3237.862061
	Iteration 28Q: 3 clusters Score -2691155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2691157.000000 Penalty: 3237.862061
	Iteration 29Q: 3 clusters Score -2691157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2691162.250000 Penalty: 3237.862061
	Iteration 30Q: 3 clusters Score -2691162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2691165.500000 Penalty: 3237.862061
	Iteration 31Q: 3 clusters Score -2691166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2691165.500000 Penalty: 3237.862061
	Iteration 32F: 3 clusters Score -2691166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1062081.375000 Penalty: 1466.695068
	Iteration 0F: 2 clusters Score -1062081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1055987.500000 Penalty: 2933.390137
	Iteration 0F: 3 clusters Score -1055988 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1057850.375000 Penalty: 2933.390137
	Iteration 1F: 3 clusters Score -1057850 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1058173.250000 Penalty: 2933.390137
	Iteration 2F: 3 clusters Score -1058173 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1058499.500000 Penalty: 2933.390137
	Iteration 3F: 3 clusters Score -1058500 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1058850.500000 Penalty: 2933.390137
	Iteration 4F: 3 clusters Score -1058850 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1059198.875000 Penalty: 2933.390137
	Iteration 5F: 3 clusters Score -1059199 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1059565.375000 Penalty: 2933.390137
	Iteration 6F: 3 clusters Score -1059565 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1059960.375000 Penalty: 2933.390137
	Iteration 7F: 3 clusters Score -1059960 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1060392.125000 Penalty: 2933.390137
	Iteration 8F: 3 clusters Score -1060392 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1060746.625000 Penalty: 2933.390137
	Iteration 9Q: 3 clusters Score -1060747 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1060926.250000 Penalty: 2933.390137
	Iteration 10Q: 3 clusters Score -1060926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1061020.250000 Penalty: 2933.390137
	Iteration 11Q: 3 clusters Score -1061020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1061055.500000 Penalty: 2933.390137
	Iteration 12Q: 3 clusters Score -1061056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1061081.750000 Penalty: 2933.390137
	Iteration 13Q: 3 clusters Score -1061082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1061092.750000 Penalty: 2933.390137
	Iteration 14Q: 3 clusters Score -1061093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1061100.750000 Penalty: 2933.390137
	Iteration 15Q: 3 clusters Score -1061101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1061106.000000 Penalty: 2933.390137
	Iteration 16Q: 3 clusters Score -1061106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1061105.875000 Penalty: 2933.390137
	Iteration 17Q: 3 clusters Score -1061106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1061108.125000 Penalty: 2933.390137
	Iteration 18Q: 3 clusters Score -1061108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1061110.375000 Penalty: 2933.390137
	Iteration 19Q: 3 clusters Score -1061110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1061110.750000 Penalty: 2933.390137
	Iteration 20F: 3 clusters Score -1061111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1061110.625000 Penalty: 2933.390137
	Iteration 21Q: 3 clusters Score -1061111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1061112.250000 Penalty: 2933.390137
	Iteration 22Q: 3 clusters Score -1061112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1061113.000000 Penalty: 2933.390137
	Iteration 23Q: 3 clusters Score -1061113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1061112.000000 Penalty: 2933.390137
	Iteration 24Q: 3 clusters Score -1061112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1061112.000000 Penalty: 2933.390137
	Iteration 25F: 3 clusters Score -1061112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Entering Unmasked Estep 
Score: -3564728.250000 Penalty: 1663.278076
	Iteration 0F: 2 clusters Score -3564728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3545787.250000 Penalty: 3326.556152
	Iteration 0F: 3 clusters Score -3545787 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3552806.000000 Penalty: 3326.556152
	Iteration 1F: 3 clusters Score -3552806 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3553201.500000 Penalty: 3326.556152
	Iteration 2Q: 3 clusters Score -3553202 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3553587.500000 Penalty: 3326.556152
	Iteration 3Q: 3 clusters Score -3553588 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3554000.500000 Penalty: 3326.556152
	Iteration 4Q: 3 clusters Score -3554000 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3554435.250000 Penalty: 3326.556152
	Iteration 5Q: 3 clusters Score -3554435 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3554975.750000 Penalty: 3326.556152
	Iteration 6Q: 3 clusters Score -3554976 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3555768.500000 Penalty: 3326.556152
	Iteration 7Q: 3 clusters Score -3555768 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3556965.250000 Penalty: 3326.556152
	Iteration 8F: 3 clusters Score -3556965 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3558228.250000 Penalty: 3326.556152
	Iteration 9F: 3 clusters Score -3558228 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3559150.250000 Penalty: 3326.556152
	Iteration 10F: 3 clusters Score -3559150 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3559604.000000 Penalty: 3326.556152
	Iteration 11Q: 3 clusters Score -3559604 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3559882.250000 Penalty: 3326.556152
	Iteration 12Q: 3 clusters Score -3559882 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3560131.000000 Penalty: 3326.556152
	Iteration 13Q: 3 clusters Score -3560131 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3560355.750000 Penalty: 3326.556152
	Iteration 14Q: 3 clusters Score -3560356 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3560535.250000 Penalty: 3326.556152
	Iteration 15Q: 3 clusters Score -3560535 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3560722.000000 Penalty: 3326.556152
	Iteration 16Q: 3 clusters Score -3560722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3560929.250000 Penalty: 3326.556152
	Iteration 17Q: 3 clusters Score -3560929 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3561144.250000 Penalty: 3326.556152
	Iteration 18Q: 3 clusters Score -3561144 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3561349.500000 Penalty: 3326.556152
	Iteration 19Q: 3 clusters Score -3561350 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3561548.500000 Penalty: 3326.556152
	Iteration 20F: 3 clusters Score -3561548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3561687.250000 Penalty: 3326.556152
	Iteration 21Q: 3 clusters Score -3561687 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3561791.000000 Penalty: 3326.556152
	Iteration 22Q: 3 clusters Score -3561791 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3561904.250000 Penalty: 3326.556152
	Iteration 23Q: 3 clusters Score -3561904 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3561961.750000 Penalty: 3326.556152
	Iteration 24Q: 3 clusters Score -3561962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3562038.000000 Penalty: 3326.556152
	Iteration 25Q: 3 clusters Score -3562038 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3562086.750000 Penalty: 3326.556152
	Iteration 26Q: 3 clusters Score -3562087 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3562098.750000 Penalty: 3326.556152
	Iteration 27Q: 3 clusters Score -3562099 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3562116.750000 Penalty: 3326.556152
	Iteration 28Q: 3 clusters Score -3562117 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3562142.000000 Penalty: 3326.556152
	Iteration 29Q: 3 clusters Score -3562142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3562154.000000 Penalty: 3326.556152
	Iteration 30Q: 3 clusters Score -3562154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3562171.500000 Penalty: 3326.556152
	Iteration 31Q: 3 clusters Score -3562172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3562186.250000 Penalty: 3326.556152
	Iteration 32Q: 3 clusters Score -3562186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3562189.000000 Penalty: 3326.556152
	Iteration 33Q: 3 clusters Score -3562189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3562202.250000 Penalty: 3326.556152
	Iteration 34Q: 3 clusters Score -3562202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3562214.000000 Penalty: 3326.556152
	Iteration 35Q: 3 clusters Score -3562214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3562215.000000 Penalty: 3326.556152
	Iteration 36Q: 3 clusters Score -3562215 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3562229.750000 Penalty: 3326.556152
	Iteration 37Q: 3 clusters Score -3562230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3562242.000000 Penalty: 3326.556152
	Iteration 38Q: 3 clusters Score -3562242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3562266.500000 Penalty: 3326.556152
	Iteration 39Q: 3 clusters Score -3562266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3562279.750000 Penalty: 3326.556152
	Iteration 40F: 3 clusters Score -3562280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3562289.250000 Penalty: 3326.556152
	Iteration 41Q: 3 clusters Score -3562289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3562300.500000 Penalty: 3326.556152
	Iteration 42Q: 3 clusters Score -3562300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3562304.500000 Penalty: 3326.556152
	Iteration 43Q: 3 clusters Score -3562304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3562321.500000 Penalty: 3326.556152
	Iteration 44Q: 3 clusters Score -3562322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3562328.750000 Penalty: 3326.556152
	Iteration 45Q: 3 clusters Score -3562329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3562354.250000 Penalty: 3326.556152
	Iteration 46Q: 3 clusters Score -3562354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3562358.000000 Penalty: 3326.556152
	Iteration 47Q: 3 clusters Score -3562358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3562357.750000 Penalty: 3326.556152
	Iteration 48Q: 3 clusters Score -3562358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3562351.000000 Penalty: 3326.556152
	Iteration 49Q: 3 clusters Score -3562351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3562374.250000 Penalty: 3326.556152
	Iteration 50Q: 3 clusters Score -3562374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3562368.750000 Penalty: 3326.556152
	Iteration 51Q: 3 clusters Score -3562369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3562374.250000 Penalty: 3326.556152
	Iteration 52Q: 3 clusters Score -3562374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3562370.750000 Penalty: 3326.556152
	Iteration 53Q: 3 clusters Score -3562371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3562387.500000 Penalty: 3326.556152
	Iteration 54Q: 3 clusters Score -3562388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3562398.750000 Penalty: 3326.556152
	Iteration 55Q: 3 clusters Score -3562399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3562412.750000 Penalty: 3326.556152
	Iteration 56Q: 3 clusters Score -3562413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3562425.000000 Penalty: 3326.556152
	Iteration 57Q: 3 clusters Score -3562425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3562437.000000 Penalty: 3326.556152
	Iteration 58Q: 3 clusters Score -3562437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3562437.750000 Penalty: 3326.556152
	Iteration 59Q: 3 clusters Score -3562438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3562445.500000 Penalty: 3326.556152
	Iteration 60F: 3 clusters Score -3562446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3562456.500000 Penalty: 3326.556152
	Iteration 61Q: 3 clusters Score -3562456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3562469.750000 Penalty: 3326.556152
	Iteration 62Q: 3 clusters Score -3562470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3562482.250000 Penalty: 3326.556152
	Iteration 63Q: 3 clusters Score -3562482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3562482.000000 Penalty: 3326.556152
	Iteration 64Q: 3 clusters Score -3562482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3562497.500000 Penalty: 3326.556152
	Iteration 65Q: 3 clusters Score -3562498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3562500.500000 Penalty: 3326.556152
	Iteration 66Q: 3 clusters Score -3562500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3562523.000000 Penalty: 3326.556152
	Iteration 67Q: 3 clusters Score -3562523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3562529.000000 Penalty: 3326.556152
	Iteration 68Q: 3 clusters Score -3562529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3562529.750000 Penalty: 3326.556152
	Iteration 69Q: 3 clusters Score -3562530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3562543.750000 Penalty: 3326.556152
	Iteration 70Q: 3 clusters Score -3562544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3562580.500000 Penalty: 3326.556152
	Iteration 71Q: 3 clusters Score -3562580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3562596.000000 Penalty: 3326.556152
	Iteration 72Q: 3 clusters Score -3562596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3562606.000000 Penalty: 3326.556152
	Iteration 73Q: 3 clusters Score -3562606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3562623.000000 Penalty: 3326.556152
	Iteration 74Q: 3 clusters Score -3562623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3562642.750000 Penalty: 3326.556152
	Iteration 75Q: 3 clusters Score -3562643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3562648.750000 Penalty: 3326.556152
	Iteration 76Q: 3 clusters Score -3562649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3562659.000000 Penalty: 3326.556152
	Iteration 77Q: 3 clusters Score -3562659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3562679.000000 Penalty: 3326.556152
	Iteration 78Q: 3 clusters Score -3562679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3562691.000000 Penalty: 3326.556152
	Iteration 79Q: 3 clusters Score -3562691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3562691.000000 Penalty: 3326.556152
	Iteration 80F: 3 clusters Score -3562691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3562712.750000 Penalty: 3326.556152
	Iteration 81Q: 3 clusters Score -3562713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3562713.750000 Penalty: 3326.556152
	Iteration 82Q: 3 clusters Score -3562714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3562729.000000 Penalty: 3326.556152
	Iteration 83Q: 3 clusters Score -3562729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3562739.250000 Penalty: 3326.556152
	Iteration 84Q: 3 clusters Score -3562739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3562752.750000 Penalty: 3326.556152
	Iteration 85Q: 3 clusters Score -3562753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3562764.750000 Penalty: 3326.556152
	Iteration 86Q: 3 clusters Score -3562765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3562769.500000 Penalty: 3326.556152
	Iteration 87Q: 3 clusters Score -3562770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3562780.750000 Penalty: 3326.556152
	Iteration 88Q: 3 clusters Score -3562781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3562778.500000 Penalty: 3326.556152
	Iteration 89Q: 3 clusters Score -3562778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3562784.500000 Penalty: 3326.556152
	Iteration 90Q: 3 clusters Score -3562784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3562786.250000 Penalty: 3326.556152
	Iteration 91Q: 3 clusters Score -3562786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3562796.500000 Penalty: 3326.556152
	Iteration 92Q: 3 clusters Score -3562796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3562810.750000 Penalty: 3326.556152
	Iteration 93Q: 3 clusters Score -3562811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3562810.750000 Penalty: 3326.556152
	Iteration 94Q: 3 clusters Score -3562811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3562810.250000 Penalty: 3326.556152
	Iteration 95Q: 3 clusters Score -3562810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3562818.250000 Penalty: 3326.556152
	Iteration 96Q: 3 clusters Score -3562818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3562822.500000 Penalty: 3326.556152
	Iteration 97Q: 3 clusters Score -3562822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3562834.000000 Penalty: 3326.556152
	Iteration 98Q: 3 clusters Score -3562834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3562833.250000 Penalty: 3326.556152
	Iteration 99Q: 3 clusters Score -3562833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3562831.500000 Penalty: 3326.556152
	Iteration 100F: 3 clusters Score -3562832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3562826.750000 Penalty: 3326.556152
	Iteration 101Q: 3 clusters Score -3562827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3562821.250000 Penalty: 3326.556152
	Iteration 102Q: 3 clusters Score -3562821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3562840.000000 Penalty: 3326.556152
	Iteration 103Q: 3 clusters Score -3562840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3562849.750000 Penalty: 3326.556152
	Iteration 104Q: 3 clusters Score -3562850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3562855.500000 Penalty: 3326.556152
	Iteration 105Q: 3 clusters Score -3562856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3562859.000000 Penalty: 3326.556152
	Iteration 106Q: 3 clusters Score -3562859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3562875.750000 Penalty: 3326.556152
	Iteration 107Q: 3 clusters Score -3562876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3562884.750000 Penalty: 3326.556152
	Iteration 108Q: 3 clusters Score -3562885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3562902.750000 Penalty: 3326.556152
	Iteration 109Q: 3 clusters Score -3562903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3562912.500000 Penalty: 3326.556152
	Iteration 110Q: 3 clusters Score -3562912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3562922.250000 Penalty: 3326.556152
	Iteration 111Q: 3 clusters Score -3562922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3562937.500000 Penalty: 3326.556152
	Iteration 112Q: 3 clusters Score -3562938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3562950.500000 Penalty: 3326.556152
	Iteration 113Q: 3 clusters Score -3562950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3562958.250000 Penalty: 3326.556152
	Iteration 114Q: 3 clusters Score -3562958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3562957.500000 Penalty: 3326.556152
	Iteration 115Q: 3 clusters Score -3562958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3562967.750000 Penalty: 3326.556152
	Iteration 116Q: 3 clusters Score -3562968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3562975.500000 Penalty: 3326.556152
	Iteration 117Q: 3 clusters Score -3562976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3562976.500000 Penalty: 3326.556152
	Iteration 118Q: 3 clusters Score -3562976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3562975.250000 Penalty: 3326.556152
	Iteration 119Q: 3 clusters Score -3562975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3562978.000000 Penalty: 3326.556152
	Iteration 120F: 3 clusters Score -3562978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3562985.250000 Penalty: 3326.556152
	Iteration 121Q: 3 clusters Score -3562985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3562987.250000 Penalty: 3326.556152
	Iteration 122Q: 3 clusters Score -3562987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3562991.000000 Penalty: 3326.556152
	Iteration 123Q: 3 clusters Score -3562991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3562989.500000 Penalty: 3326.556152
	Iteration 124Q: 3 clusters Score -3562990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3562982.500000 Penalty: 3326.556152
	Iteration 125Q: 3 clusters Score -3562982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3562993.750000 Penalty: 3326.556152
	Iteration 126Q: 3 clusters Score -3562994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3562992.500000 Penalty: 3326.556152
	Iteration 127Q: 3 clusters Score -3562992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3562997.250000 Penalty: 3326.556152
	Iteration 128Q: 3 clusters Score -3562997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3562999.000000 Penalty: 3326.556152
	Iteration 129Q: 3 clusters Score -3562999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3563004.500000 Penalty: 3326.556152
	Iteration 130Q: 3 clusters Score -3563004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3563006.500000 Penalty: 3326.556152
	Iteration 131Q: 3 clusters Score -3563006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3563005.000000 Penalty: 3326.556152
	Iteration 132Q: 3 clusters Score -3563005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3563014.250000 Penalty: 3326.556152
	Iteration 133Q: 3 clusters Score -3563014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3563020.000000 Penalty: 3326.556152
	Iteration 134Q: 3 clusters Score -3563020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3563033.500000 Penalty: 3326.556152
	Iteration 135Q: 3 clusters Score -3563034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3563039.750000 Penalty: 3326.556152
	Iteration 136Q: 3 clusters Score -3563040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3563049.250000 Penalty: 3326.556152
	Iteration 137Q: 3 clusters Score -3563049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3563052.750000 Penalty: 3326.556152
	Iteration 138Q: 3 clusters Score -3563053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3563052.250000 Penalty: 3326.556152
	Iteration 139Q: 3 clusters Score -3563052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3563051.000000 Penalty: 3326.556152
	Iteration 140F: 3 clusters Score -3563051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3563046.250000 Penalty: 3326.556152
	Iteration 141Q: 3 clusters Score -3563046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3563042.250000 Penalty: 3326.556152
	Iteration 142Q: 3 clusters Score -3563042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3563045.750000 Penalty: 3326.556152
	Iteration 143Q: 3 clusters Score -3563046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3563048.000000 Penalty: 3326.556152
	Iteration 144Q: 3 clusters Score -3563048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3563055.000000 Penalty: 3326.556152
	Iteration 145Q: 3 clusters Score -3563055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3563050.250000 Penalty: 3326.556152
	Iteration 146Q: 3 clusters Score -3563050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3563052.500000 Penalty: 3326.556152
	Iteration 147Q: 3 clusters Score -3563052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3563057.250000 Penalty: 3326.556152
	Iteration 148Q: 3 clusters Score -3563057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3563054.250000 Penalty: 3326.556152
	Iteration 149Q: 3 clusters Score -3563054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3563057.250000 Penalty: 3326.556152
	Iteration 150Q: 3 clusters Score -3563057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3563059.750000 Penalty: 3326.556152
	Iteration 151Q: 3 clusters Score -3563060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3563060.250000 Penalty: 3326.556152
	Iteration 152Q: 3 clusters Score -3563060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3563064.000000 Penalty: 3326.556152
	Iteration 153Q: 3 clusters Score -3563064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3563067.250000 Penalty: 3326.556152
	Iteration 154Q: 3 clusters Score -3563067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3563067.000000 Penalty: 3326.556152
	Iteration 155Q: 3 clusters Score -3563067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3563071.250000 Penalty: 3326.556152
	Iteration 156Q: 3 clusters Score -3563071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3563072.000000 Penalty: 3326.556152
	Iteration 157Q: 3 clusters Score -3563072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3563082.750000 Penalty: 3326.556152
	Iteration 158Q: 3 clusters Score -3563083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3563089.250000 Penalty: 3326.556152
	Iteration 159Q: 3 clusters Score -3563089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3563090.750000 Penalty: 3326.556152
	Iteration 160F: 3 clusters Score -3563091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3563091.500000 Penalty: 3326.556152
	Iteration 161Q: 3 clusters Score -3563092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3563091.750000 Penalty: 3326.556152
	Iteration 162Q: 3 clusters Score -3563092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3563093.750000 Penalty: 3326.556152
	Iteration 163Q: 3 clusters Score -3563094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3563093.000000 Penalty: 3326.556152
	Iteration 164Q: 3 clusters Score -3563093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3563095.250000 Penalty: 3326.556152
	Iteration 165Q: 3 clusters Score -3563095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3563095.250000 Penalty: 3326.556152
	Iteration 166Q: 3 clusters Score -3563095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3563097.250000 Penalty: 3326.556152
	Iteration 167Q: 3 clusters Score -3563097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3563096.000000 Penalty: 3326.556152
	Iteration 168Q: 3 clusters Score -3563096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3563094.750000 Penalty: 3326.556152
	Iteration 169Q: 3 clusters Score -3563095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3563096.250000 Penalty: 3326.556152
	Iteration 170Q: 3 clusters Score -3563096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3563096.000000 Penalty: 3326.556152
	Iteration 171Q: 3 clusters Score -3563096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3563095.750000 Penalty: 3326.556152
	Iteration 172Q: 3 clusters Score -3563096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3563102.000000 Penalty: 3326.556152
	Iteration 173Q: 3 clusters Score -3563102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3563101.500000 Penalty: 3326.556152
	Iteration 174Q: 3 clusters Score -3563102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3563094.750000 Penalty: 3326.556152
	Iteration 175Q: 3 clusters Score -3563095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3563099.000000 Penalty: 3326.556152
	Iteration 176Q: 3 clusters Score -3563099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3563103.000000 Penalty: 3326.556152
	Iteration 177Q: 3 clusters Score -3563103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3563102.750000 Penalty: 3326.556152
	Iteration 178Q: 3 clusters Score -3563103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3563100.250000 Penalty: 3326.556152
	Iteration 179Q: 3 clusters Score -3563100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3563101.250000 Penalty: 3326.556152
	Iteration 180F: 3 clusters Score -3563101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3563102.250000 Penalty: 3326.556152
	Iteration 181Q: 3 clusters Score -3563102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3563102.000000 Penalty: 3326.556152
	Iteration 182Q: 3 clusters Score -3563102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3563102.000000 Penalty: 3326.556152
	Iteration 183F: 3 clusters Score -3563102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Entering Unmasked Estep 
Score: -10192586.000000 Penalty: 1833.288330
	Iteration 0F: 2 clusters Score -1.019259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -10141668.000000 Penalty: 3666.576660
	Iteration 0F: 3 clusters Score -1.014167e+07 nChanged 37592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -10162978.000000 Penalty: 3666.576660
	Iteration 1F: 3 clusters Score -1.016298e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -10163396.000000 Penalty: 3666.576660
	Iteration 2Q: 3 clusters Score -1.01634e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -10163885.000000 Penalty: 3666.576660
	Iteration 3Q: 3 clusters Score -1.016388e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -10164606.000000 Penalty: 3666.576660
	Iteration 4Q: 3 clusters Score -1.016461e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -10165762.000000 Penalty: 3666.576660
	Iteration 5Q: 3 clusters Score -1.016576e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -10167878.000000 Penalty: 3666.576660
	Iteration 6F: 3 clusters Score -1.016788e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -10171603.000000 Penalty: 3666.576660
	Iteration 7F: 3 clusters Score -1.01716e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -10177411.000000 Penalty: 3666.576660
	Iteration 8F: 3 clusters Score -1.017741e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -10183764.000000 Penalty: 3666.576660
	Iteration 9F: 3 clusters Score -1.018376e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -10188124.000000 Penalty: 3666.576660
	Iteration 10F: 3 clusters Score -1.018812e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -10190073.000000 Penalty: 3666.576660
	Iteration 11Q: 3 clusters Score -1.019007e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -10190689.000000 Penalty: 3666.576660
	Iteration 12Q: 3 clusters Score -1.019069e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -10190839.000000 Penalty: 3666.576660
	Iteration 13Q: 3 clusters Score -1.019084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -10190927.000000 Penalty: 3666.576660
	Iteration 14Q: 3 clusters Score -1.019093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -10190948.000000 Penalty: 3666.576660
	Iteration 15Q: 3 clusters Score -1.019095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -10190959.000000 Penalty: 3666.576660
	Iteration 16Q: 3 clusters Score -1.019096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -10190960.000000 Penalty: 3666.576660
	Iteration 17Q: 3 clusters Score -1.019096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -10190968.000000 Penalty: 3666.576660
	Iteration 18Q: 3 clusters Score -1.019097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -10190976.000000 Penalty: 3666.576660
	Iteration 19Q: 3 clusters Score -1.019098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -10190984.000000 Penalty: 3666.576660
	Iteration 20F: 3 clusters Score -1.019098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -14202.103516 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -14202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13575.865234 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -13575.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13783.914062 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -13783.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13969.158203 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -13969.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14094.902344 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -14094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14121.889648 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -14121.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14151.697266 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -14151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14152.025391 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -14152.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14154.705078 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -14154.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14154.705078 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -14154.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -50604.449219 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -50604.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49615.500000 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -49615.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50029.824219 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -50029.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50367.066406 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -50367.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50476.539062 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -50476.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50517.433594 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -50517.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50551.003906 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -50551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50562.925781 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -50562.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50588.613281 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -50588.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50608.078125 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -50608.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50626.457031 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -50626.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50639.117188 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -50639.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50651.941406 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -50651.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50668.179688 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -50668.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50675.312500 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -50675.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50677.109375 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -50677.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50681.347656 Penalty: 2029.354248
	Iteration 15Q: 3 clusters Score -50681.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50684.957031 Penalty: 2029.354248
	Iteration 16Q: 3 clusters Score -50684.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50686.007812 Penalty: 2029.354248
	Iteration 17F: 3 clusters Score -50686.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50691.613281 Penalty: 2029.354248
	Iteration 18Q: 3 clusters Score -50691.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -50696.015625 Penalty: 2029.354248
	Iteration 19Q: 3 clusters Score -50696.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50699.597656 Penalty: 2029.354248
	Iteration 20F: 3 clusters Score -50699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50719.058594 Penalty: 2029.354248
	Iteration 21Q: 3 clusters Score -50719.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50724.566406 Penalty: 2029.354248
	Iteration 22Q: 3 clusters Score -50724.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50724.566406 Penalty: 2029.354248
	Iteration 23F: 3 clusters Score -50724.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 51051 members 
Mstep: Class 4 contains 93794 members 
Mstep: Class 5 contains 21219 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 35529 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 16 contains 107 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29054 members 
Entering Unmasked Estep 
Score: -61623384.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61624372.000000 to -61623384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -4345018.500000 Penalty: 1702.692017
	Iteration 0F: 2 clusters Score -4345018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4321050.000000 Penalty: 3405.384033
	Iteration 0F: 3 clusters Score -4321050 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4330427.000000 Penalty: 3405.384033
	Iteration 1F: 3 clusters Score -4330427 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4330917.500000 Penalty: 3405.384033
	Iteration 2Q: 3 clusters Score -4330918 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4331458.500000 Penalty: 3405.384033
	Iteration 3Q: 3 clusters Score -4331458 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4332124.500000 Penalty: 3405.384033
	Iteration 4Q: 3 clusters Score -4332124 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4332985.000000 Penalty: 3405.384033
	Iteration 5Q: 3 clusters Score -4332985 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4334210.000000 Penalty: 3405.384033
	Iteration 6F: 3 clusters Score -4334210 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4335782.000000 Penalty: 3405.384033
	Iteration 7F: 3 clusters Score -4335782 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4337481.500000 Penalty: 3405.384033
	Iteration 8F: 3 clusters Score -4337482 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4339085.500000 Penalty: 3405.384033
	Iteration 9F: 3 clusters Score -4339086 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4340312.500000 Penalty: 3405.384033
	Iteration 10Q: 3 clusters Score -4340312 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4341271.500000 Penalty: 3405.384033
	Iteration 11Q: 3 clusters Score -4341272 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -4341976.500000 Penalty: 3405.384033
	Iteration 12Q: 3 clusters Score -4341976 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4342455.500000 Penalty: 3405.384033
	Iteration 13Q: 3 clusters Score -4342456 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4342791.500000 Penalty: 3405.384033
	Iteration 14Q: 3 clusters Score -4342792 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4343015.000000 Penalty: 3405.384033
	Iteration 15Q: 3 clusters Score -4343015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4343152.000000 Penalty: 3405.384033
	Iteration 16Q: 3 clusters Score -4343152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4343202.500000 Penalty: 3405.384033
	Iteration 17Q: 3 clusters Score -4343202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4343263.000000 Penalty: 3405.384033
	Iteration 18Q: 3 clusters Score -4343263 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4343321.000000 Penalty: 3405.384033
	Iteration 19Q: 3 clusters Score -4343321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4343365.000000 Penalty: 3405.384033
	Iteration 20F: 3 clusters Score -4343365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4343394.000000 Penalty: 3405.384033
	Iteration 21Q: 3 clusters Score -4343394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4343430.000000 Penalty: 3405.384033
	Iteration 22Q: 3 clusters Score -4343430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4343451.000000 Penalty: 3405.384033
	Iteration 23Q: 3 clusters Score -4343451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4343474.500000 Penalty: 3405.384033
	Iteration 24Q: 3 clusters Score -4343474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4343497.000000 Penalty: 3405.384033
	Iteration 25Q: 3 clusters Score -4343497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4343503.000000 Penalty: 3405.384033
	Iteration 26Q: 3 clusters Score -4343503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4343517.500000 Penalty: 3405.384033
	Iteration 27Q: 3 clusters Score -4343518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4343524.500000 Penalty: 3405.384033
	Iteration 28Q: 3 clusters Score -4343524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4343529.500000 Penalty: 3405.384033
	Iteration 29Q: 3 clusters Score -4343530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4343537.000000 Penalty: 3405.384033
	Iteration 30Q: 3 clusters Score -4343537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4343548.500000 Penalty: 3405.384033
	Iteration 31Q: 3 clusters Score -4343548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4343546.000000 Penalty: 3405.384033
	Iteration 32Q: 3 clusters Score -4343546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4343557.000000 Penalty: 3405.384033
	Iteration 33Q: 3 clusters Score -4343557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4343555.500000 Penalty: 3405.384033
	Iteration 34Q: 3 clusters Score -4343556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4343556.500000 Penalty: 3405.384033
	Iteration 35Q: 3 clusters Score -4343556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4343558.500000 Penalty: 3405.384033
	Iteration 36Q: 3 clusters Score -4343558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4343558.500000 Penalty: 3405.384033
	Iteration 37Q: 3 clusters Score -4343558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4343561.000000 Penalty: 3405.384033
	Iteration 38Q: 3 clusters Score -4343561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4343565.500000 Penalty: 3405.384033
	Iteration 39Q: 3 clusters Score -4343566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4343566.000000 Penalty: 3405.384033
	Iteration 40F: 3 clusters Score -4343566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4343571.500000 Penalty: 3405.384033
	Iteration 41Q: 3 clusters Score -4343572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4343574.000000 Penalty: 3405.384033
	Iteration 42Q: 3 clusters Score -4343574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4343575.000000 Penalty: 3405.384033
	Iteration 43Q: 3 clusters Score -4343575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4343580.500000 Penalty: 3405.384033
	Iteration 44Q: 3 clusters Score -4343580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4343585.000000 Penalty: 3405.384033
	Iteration 45Q: 3 clusters Score -4343585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4343585.500000 Penalty: 3405.384033
	Iteration 46Q: 3 clusters Score -4343586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4343586.500000 Penalty: 3405.384033
	Iteration 47Q: 3 clusters Score -4343586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4343584.500000 Penalty: 3405.384033
	Iteration 48Q: 3 clusters Score -4343584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4343584.000000 Penalty: 3405.384033
	Iteration 49Q: 3 clusters Score -4343584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4343584.000000 Penalty: 3405.384033
	Iteration 50F: 3 clusters Score -4343584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Entering Unmasked Estep 
Score: -9103278.000000 Penalty: 1815.541016
	Iteration 0F: 2 clusters Score -9103278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -9056793.000000 Penalty: 3631.082031
	Iteration 0F: 3 clusters Score -9056793 nChanged 33765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9075989.000000 Penalty: 3631.082031
	Iteration 1F: 3 clusters Score -9075989 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -9076499.000000 Penalty: 3631.082031
	Iteration 2Q: 3 clusters Score -9076499 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -9077099.000000 Penalty: 3631.082031
	Iteration 3Q: 3 clusters Score -9077099 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -9077797.000000 Penalty: 3631.082031
	Iteration 4Q: 3 clusters Score -9077797 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -9078665.000000 Penalty: 3631.082031
	Iteration 5Q: 3 clusters Score -9078665 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9079718.000000 Penalty: 3631.082031
	Iteration 6Q: 3 clusters Score -9079718 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -9081244.000000 Penalty: 3631.082031
	Iteration 7Q: 3 clusters Score -9081244 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -9083273.000000 Penalty: 3631.082031
	Iteration 8Q: 3 clusters Score -9083273 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -9085993.000000 Penalty: 3631.082031
	Iteration 9F: 3 clusters Score -9085993 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -9089438.000000 Penalty: 3631.082031
	Iteration 10F: 3 clusters Score -9089438 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -9092596.000000 Penalty: 3631.082031
	Iteration 11F: 3 clusters Score -9092596 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -9094458.000000 Penalty: 3631.082031
	Iteration 12F: 3 clusters Score -9094458 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -9095660.000000 Penalty: 3631.082031
	Iteration 13Q: 3 clusters Score -9095660 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -9096444.000000 Penalty: 3631.082031
	Iteration 14Q: 3 clusters Score -9096444 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -9097081.000000 Penalty: 3631.082031
	Iteration 15Q: 3 clusters Score -9097081 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9097660.000000 Penalty: 3631.082031
	Iteration 16Q: 3 clusters Score -9097660 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -9098147.000000 Penalty: 3631.082031
	Iteration 17Q: 3 clusters Score -9098147 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -9098687.000000 Penalty: 3631.082031
	Iteration 18Q: 3 clusters Score -9098687 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -9099150.000000 Penalty: 3631.082031
	Iteration 19Q: 3 clusters Score -9099150 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -9099522.000000 Penalty: 3631.082031
	Iteration 20F: 3 clusters Score -9099522 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9099825.000000 Penalty: 3631.082031
	Iteration 21Q: 3 clusters Score -9099825 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9100062.000000 Penalty: 3631.082031
	Iteration 22Q: 3 clusters Score -9100062 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -9100212.000000 Penalty: 3631.082031
	Iteration 23Q: 3 clusters Score -9100212 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -9100387.000000 Penalty: 3631.082031
	Iteration 24Q: 3 clusters Score -9100387 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -9100493.000000 Penalty: 3631.082031
	Iteration 25Q: 3 clusters Score -9100493 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -9100560.000000 Penalty: 3631.082031
	Iteration 26Q: 3 clusters Score -9100560 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9100616.000000 Penalty: 3631.082031
	Iteration 27Q: 3 clusters Score -9100616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -9100680.000000 Penalty: 3631.082031
	Iteration 28Q: 3 clusters Score -9100680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -9100719.000000 Penalty: 3631.082031
	Iteration 29Q: 3 clusters Score -9100719 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -9100774.000000 Penalty: 3631.082031
	Iteration 30Q: 3 clusters Score -9100774 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -9100822.000000 Penalty: 3631.082031
	Iteration 31Q: 3 clusters Score -9100822 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -9100874.000000 Penalty: 3631.082031
	Iteration 32Q: 3 clusters Score -9100874 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -9100920.000000 Penalty: 3631.082031
	Iteration 33Q: 3 clusters Score -9100920 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -9101004.000000 Penalty: 3631.082031
	Iteration 34Q: 3 clusters Score -9101004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -9101083.000000 Penalty: 3631.082031
	Iteration 35Q: 3 clusters Score -9101083 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -9101136.000000 Penalty: 3631.082031
	Iteration 36Q: 3 clusters Score -9101136 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -9101165.000000 Penalty: 3631.082031
	Iteration 37Q: 3 clusters Score -9101165 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -9101229.000000 Penalty: 3631.082031
	Iteration 38Q: 3 clusters Score -9101229 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -9101274.000000 Penalty: 3631.082031
	Iteration 39Q: 3 clusters Score -9101274 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -9101315.000000 Penalty: 3631.082031
	Iteration 40F: 3 clusters Score -9101315 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -9101385.000000 Penalty: 3631.082031
	Iteration 41Q: 3 clusters Score -9101385 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -9101441.000000 Penalty: 3631.082031
	Iteration 42Q: 3 clusters Score -9101441 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -9101495.000000 Penalty: 3631.082031
	Iteration 43Q: 3 clusters Score -9101495 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -9101495.000000 Penalty: 3631.082031
	Iteration 44Q: 3 clusters Score -9101495 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -9101563.000000 Penalty: 3631.082031
	Iteration 45Q: 3 clusters Score -9101563 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -9101584.000000 Penalty: 3631.082031
	Iteration 46Q: 3 clusters Score -9101584 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -9101666.000000 Penalty: 3631.082031
	Iteration 47Q: 3 clusters Score -9101666 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -9101741.000000 Penalty: 3631.082031
	Iteration 48Q: 3 clusters Score -9101741 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -9101807.000000 Penalty: 3631.082031
	Iteration 49Q: 3 clusters Score -9101807 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -9101859.000000 Penalty: 3631.082031
	Iteration 50Q: 3 clusters Score -9101859 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9101899.000000 Penalty: 3631.082031
	Iteration 51Q: 3 clusters Score -9101899 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -9101951.000000 Penalty: 3631.082031
	Iteration 52Q: 3 clusters Score -9101951 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -9102007.000000 Penalty: 3631.082031
	Iteration 53Q: 3 clusters Score -9102007 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -9102061.000000 Penalty: 3631.082031
	Iteration 54Q: 3 clusters Score -9102061 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -9102168.000000 Penalty: 3631.082031
	Iteration 55Q: 3 clusters Score -9102168 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -9102176.000000 Penalty: 3631.082031
	Iteration 56Q: 3 clusters Score -9102176 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -9102246.000000 Penalty: 3631.082031
	Iteration 57Q: 3 clusters Score -9102246 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -9102276.000000 Penalty: 3631.082031
	Iteration 58Q: 3 clusters Score -9102276 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -9102371.000000 Penalty: 3631.082031
	Iteration 59Q: 3 clusters Score -9102371 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -9102398.000000 Penalty: 3631.082031
	Iteration 60F: 3 clusters Score -9102398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -9102429.000000 Penalty: 3631.082031
	Iteration 61Q: 3 clusters Score -9102429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -9102453.000000 Penalty: 3631.082031
	Iteration 62Q: 3 clusters Score -9102453 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -9102511.000000 Penalty: 3631.082031
	Iteration 63Q: 3 clusters Score -9102511 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -9102542.000000 Penalty: 3631.082031
	Iteration 64Q: 3 clusters Score -9102542 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -9102557.000000 Penalty: 3631.082031
	Iteration 65Q: 3 clusters Score -9102557 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -9102599.000000 Penalty: 3631.082031
	Iteration 66Q: 3 clusters Score -9102599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -9102634.000000 Penalty: 3631.082031
	Iteration 67Q: 3 clusters Score -9102634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -9102651.000000 Penalty: 3631.082031
	Iteration 68Q: 3 clusters Score -9102651 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9102667.000000 Penalty: 3631.082031
	Iteration 69Q: 3 clusters Score -9102667 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -9102682.000000 Penalty: 3631.082031
	Iteration 70Q: 3 clusters Score -9102682 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -9102687.000000 Penalty: 3631.082031
	Iteration 71Q: 3 clusters Score -9102687 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -9102710.000000 Penalty: 3631.082031
	Iteration 72Q: 3 clusters Score -9102710 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9102713.000000 Penalty: 3631.082031
	Iteration 73Q: 3 clusters Score -9102713 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -9102758.000000 Penalty: 3631.082031
	Iteration 74Q: 3 clusters Score -9102758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9102764.000000 Penalty: 3631.082031
	Iteration 75Q: 3 clusters Score -9102764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9102764.000000 Penalty: 3631.082031
	Iteration 76Q: 3 clusters Score -9102764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9102764.000000 Penalty: 3631.082031
	Iteration 77Q: 3 clusters Score -9102764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -9102772.000000 Penalty: 3631.082031
	Iteration 78Q: 3 clusters Score -9102772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9102791.000000 Penalty: 3631.082031
	Iteration 79Q: 3 clusters Score -9102791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -9102823.000000 Penalty: 3631.082031
	Iteration 80F: 3 clusters Score -9102823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9102817.000000 Penalty: 3631.082031
	Iteration 81Q: 3 clusters Score -9102817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9102819.000000 Penalty: 3631.082031
	Iteration 82Q: 3 clusters Score -9102819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -9102834.000000 Penalty: 3631.082031
	Iteration 83Q: 3 clusters Score -9102834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9102825.000000 Penalty: 3631.082031
	Iteration 84Q: 3 clusters Score -9102825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -9102822.000000 Penalty: 3631.082031
	Iteration 85Q: 3 clusters Score -9102822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -9102837.000000 Penalty: 3631.082031
	Iteration 86Q: 3 clusters Score -9102837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -9102841.000000 Penalty: 3631.082031
	Iteration 87Q: 3 clusters Score -9102841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -9102845.000000 Penalty: 3631.082031
	Iteration 88Q: 3 clusters Score -9102845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -9102826.000000 Penalty: 3631.082031
	Iteration 89Q: 3 clusters Score -9102826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9102828.000000 Penalty: 3631.082031
	Iteration 90Q: 3 clusters Score -9102828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9102838.000000 Penalty: 3631.082031
	Iteration 91Q: 3 clusters Score -9102838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9102845.000000 Penalty: 3631.082031
	Iteration 92Q: 3 clusters Score -9102845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9102836.000000 Penalty: 3631.082031
	Iteration 93Q: 3 clusters Score -9102836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9102840.000000 Penalty: 3631.082031
	Iteration 94Q: 3 clusters Score -9102840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -9102846.000000 Penalty: 3631.082031
	Iteration 95Q: 3 clusters Score -9102846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9102827.000000 Penalty: 3631.082031
	Iteration 96Q: 3 clusters Score -9102827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9102819.000000 Penalty: 3631.082031
	Iteration 97Q: 3 clusters Score -9102819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -9102826.000000 Penalty: 3631.082031
	Iteration 98Q: 3 clusters Score -9102826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -9102835.000000 Penalty: 3631.082031
	Iteration 99Q: 3 clusters Score -9102835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9102840.000000 Penalty: 3631.082031
	Iteration 100F: 3 clusters Score -9102840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -9102837.000000 Penalty: 3631.082031
	Iteration 101Q: 3 clusters Score -9102837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -9102842.000000 Penalty: 3631.082031
	Iteration 102Q: 3 clusters Score -9102842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -9102842.000000 Penalty: 3631.082031
	Iteration 103Q: 3 clusters Score -9102842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9102827.000000 Penalty: 3631.082031
	Iteration 104Q: 3 clusters Score -9102827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9102831.000000 Penalty: 3631.082031
	Iteration 105Q: 3 clusters Score -9102831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9102829.000000 Penalty: 3631.082031
	Iteration 106Q: 3 clusters Score -9102829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -9102840.000000 Penalty: 3631.082031
	Iteration 107Q: 3 clusters Score -9102840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -9102828.000000 Penalty: 3631.082031
	Iteration 108Q: 3 clusters Score -9102828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9102833.000000 Penalty: 3631.082031
	Iteration 109Q: 3 clusters Score -9102833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9102835.000000 Penalty: 3631.082031
	Iteration 110Q: 3 clusters Score -9102835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9102830.000000 Penalty: 3631.082031
	Iteration 111Q: 3 clusters Score -9102830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9102835.000000 Penalty: 3631.082031
	Iteration 112Q: 3 clusters Score -9102835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -9102839.000000 Penalty: 3631.082031
	Iteration 113Q: 3 clusters Score -9102839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9102842.000000 Penalty: 3631.082031
	Iteration 114Q: 3 clusters Score -9102842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -9102840.000000 Penalty: 3631.082031
	Iteration 115Q: 3 clusters Score -9102840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9102832.000000 Penalty: 3631.082031
	Iteration 116Q: 3 clusters Score -9102832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9102838.000000 Penalty: 3631.082031
	Iteration 117Q: 3 clusters Score -9102838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -9102851.000000 Penalty: 3631.082031
	Iteration 118Q: 3 clusters Score -9102851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -9102847.000000 Penalty: 3631.082031
	Iteration 119Q: 3 clusters Score -9102847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9102854.000000 Penalty: 3631.082031
	Iteration 120F: 3 clusters Score -9102854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9102857.000000 Penalty: 3631.082031
	Iteration 121Q: 3 clusters Score -9102857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -9102851.000000 Penalty: 3631.082031
	Iteration 122Q: 3 clusters Score -9102851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -9102843.000000 Penalty: 3631.082031
	Iteration 123Q: 3 clusters Score -9102843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9102848.000000 Penalty: 3631.082031
	Iteration 124Q: 3 clusters Score -9102848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -9102849.000000 Penalty: 3631.082031
	Iteration 125Q: 3 clusters Score -9102849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9102856.000000 Penalty: 3631.082031
	Iteration 126Q: 3 clusters Score -9102856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9102856.000000 Penalty: 3631.082031
	Iteration 127F: 3 clusters Score -9102856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Entering Unmasked Estep 
Score: -8004665.000000 Penalty: 1795.400269
	Iteration 0F: 2 clusters Score -8004665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7963169.000000 Penalty: 3590.800537
	Iteration 0F: 3 clusters Score -7963169 nChanged 29593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7980102.500000 Penalty: 3590.800537
	Iteration 1F: 3 clusters Score -7980102 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7980945.000000 Penalty: 3590.800537
	Iteration 2Q: 3 clusters Score -7980945 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7981944.000000 Penalty: 3590.800537
	Iteration 3Q: 3 clusters Score -7981944 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -7983240.500000 Penalty: 3590.800537
	Iteration 4Q: 3 clusters Score -7983240 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7984891.500000 Penalty: 3590.800537
	Iteration 5F: 3 clusters Score -7984892 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -7987293.000000 Penalty: 3590.800537
	Iteration 6F: 3 clusters Score -7987293 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -7990284.000000 Penalty: 3590.800537
	Iteration 7F: 3 clusters Score -7990284 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -7993511.000000 Penalty: 3590.800537
	Iteration 8F: 3 clusters Score -7993511 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7996546.000000 Penalty: 3590.800537
	Iteration 9F: 3 clusters Score -7996546 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -7999104.500000 Penalty: 3590.800537
	Iteration 10Q: 3 clusters Score -7999104 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -8000934.000000 Penalty: 3590.800537
	Iteration 11Q: 3 clusters Score -8000934 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -8002077.000000 Penalty: 3590.800537
	Iteration 12Q: 3 clusters Score -8002077 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -8002658.500000 Penalty: 3590.800537
	Iteration 13Q: 3 clusters Score -8002658 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -8002876.000000 Penalty: 3590.800537
	Iteration 14Q: 3 clusters Score -8002876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -8002962.000000 Penalty: 3590.800537
	Iteration 15Q: 3 clusters Score -8002962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8003008.000000 Penalty: 3590.800537
	Iteration 16Q: 3 clusters Score -8003008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -8003049.000000 Penalty: 3590.800537
	Iteration 17Q: 3 clusters Score -8003049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -8003072.500000 Penalty: 3590.800537
	Iteration 18Q: 3 clusters Score -8003072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8003082.500000 Penalty: 3590.800537
	Iteration 19Q: 3 clusters Score -8003082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8003093.500000 Penalty: 3590.800537
	Iteration 20F: 3 clusters Score -8003094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -8003101.500000 Penalty: 3590.800537
	Iteration 21Q: 3 clusters Score -8003102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8003102.000000 Penalty: 3590.800537
	Iteration 22Q: 3 clusters Score -8003102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8003102.000000 Penalty: 3590.800537
	Iteration 23F: 3 clusters Score -8003102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -66627.843750 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -66627.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65507.609375 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -65507.61 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65700.437500 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -65700.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65757.085938 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -65757.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65795.179688 Penalty: 2070.773926
	Iteration 3Q: 3 clusters Score -65795.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65828.210938 Penalty: 2070.773926
	Iteration 4Q: 3 clusters Score -65828.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65844.640625 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -65844.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65850.523438 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -65850.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65853.570312 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -65853.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65857.648438 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -65857.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65862.898438 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -65862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65867.070312 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -65867.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65871.148438 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -65871.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65873.554688 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -65873.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65878.070312 Penalty: 2070.773926
	Iteration 13Q: 3 clusters Score -65878.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65883.351562 Penalty: 2070.773926
	Iteration 14Q: 3 clusters Score -65883.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65889.703125 Penalty: 2070.773926
	Iteration 15Q: 3 clusters Score -65889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65899.132812 Penalty: 2070.773926
	Iteration 16Q: 3 clusters Score -65899.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65907.656250 Penalty: 2070.773926
	Iteration 17Q: 3 clusters Score -65907.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65923.835938 Penalty: 2070.773926
	Iteration 18Q: 3 clusters Score -65923.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65940.921875 Penalty: 2070.773926
	Iteration 19Q: 3 clusters Score -65940.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65952.335938 Penalty: 2070.773926
	Iteration 20F: 3 clusters Score -65952.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65953.171875 Penalty: 2070.773926
	Iteration 21Q: 3 clusters Score -65953.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65953.171875 Penalty: 2070.773926
	Iteration 22F: 3 clusters Score -65953.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -27495.123047 Penalty: 915.071899
	Iteration 0F: 2 clusters Score -27495.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26681.435547 Penalty: 1830.143799
	Iteration 0F: 3 clusters Score -26681.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26830.521484 Penalty: 1830.143799
	Iteration 1F: 3 clusters Score -26830.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26869.925781 Penalty: 1830.143799
	Iteration 2F: 3 clusters Score -26869.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26896.654297 Penalty: 1830.143799
	Iteration 3Q: 3 clusters Score -26896.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26914.248047 Penalty: 1830.143799
	Iteration 4Q: 3 clusters Score -26914.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26919.607422 Penalty: 1830.143799
	Iteration 5Q: 3 clusters Score -26919.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26921.101562 Penalty: 1830.143799
	Iteration 6Q: 3 clusters Score -26921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26921.101562 Penalty: 1830.143799
	Iteration 7F: 3 clusters Score -26921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -17941.417969 Penalty: 847.427063
	Iteration 0F: 2 clusters Score -17941.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17283.121094 Penalty: 1694.854126
	Iteration 0F: 3 clusters Score -17283.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17414.820312 Penalty: 1694.854126
	Iteration 1F: 3 clusters Score -17414.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17472.166016 Penalty: 1694.854126
	Iteration 2F: 3 clusters Score -17472.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17478.386719 Penalty: 1694.854126
	Iteration 3Q: 3 clusters Score -17478.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17478.386719 Penalty: 1694.854126
	Iteration 4F: 3 clusters Score -17478.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -502013.343750 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -502013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -498519.312500 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -498519.3 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -499501.781250 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -499501.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -499653.187500 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -499653.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -499744.156250 Penalty: 2717.707275
	Iteration 3Q: 3 clusters Score -499744.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -499814.093750 Penalty: 2717.707275
	Iteration 4Q: 3 clusters Score -499814.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -499875.781250 Penalty: 2717.707275
	Iteration 5Q: 3 clusters Score -499875.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -499955.656250 Penalty: 2717.707275
	Iteration 6Q: 3 clusters Score -499955.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -500047.843750 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -500047.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -500141.968750 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -500142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -500249.125000 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -500249.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -500383.875000 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -500383.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -500524.218750 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -500524.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -500659.093750 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -500659.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -500751.875000 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -500751.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -500813.375000 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -500813.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -500853.625000 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -500853.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -500887.343750 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -500887.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -500905.906250 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -500905.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -500918.531250 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -500918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -500929.312500 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -500929.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -500936.250000 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -500936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -500943.593750 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -500943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -500949.906250 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -500949.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -500956.218750 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -500956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -500959.187500 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -500959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -500961.093750 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -500961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -500962.468750 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -500962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -500963.937500 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -500963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -500965.312500 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -500965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -500964.781250 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -500964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -500965.843750 Penalty: 2717.707275
	Iteration 30Q: 3 clusters Score -500965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -500965.687500 Penalty: 2717.707275
	Iteration 31Q: 3 clusters Score -500965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -500966.406250 Penalty: 2717.707275
	Iteration 32Q: 3 clusters Score -500966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -500967.375000 Penalty: 2717.707275
	Iteration 33Q: 3 clusters Score -500967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -500967.343750 Penalty: 2717.707275
	Iteration 34Q: 3 clusters Score -500967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -500967.843750 Penalty: 2717.707275
	Iteration 35Q: 3 clusters Score -500967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -500968.031250 Penalty: 2717.707275
	Iteration 36Q: 3 clusters Score -500968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -500968.031250 Penalty: 2717.707275
	Iteration 37F: 3 clusters Score -500968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -124113.703125 Penalty: 1120.383911
	Iteration 0F: 2 clusters Score -124113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122672.359375 Penalty: 2240.767822
	Iteration 0F: 3 clusters Score -122672.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122898.585938 Penalty: 2240.767822
	Iteration 1F: 3 clusters Score -122898.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122950.578125 Penalty: 2240.767822
	Iteration 2F: 3 clusters Score -122950.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122981.062500 Penalty: 2240.767822
	Iteration 3Q: 3 clusters Score -122981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123000.132812 Penalty: 2240.767822
	Iteration 4Q: 3 clusters Score -123000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123008.515625 Penalty: 2240.767822
	Iteration 5Q: 3 clusters Score -123008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123014.460938 Penalty: 2240.767822
	Iteration 6Q: 3 clusters Score -123014.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123027.843750 Penalty: 2240.767822
	Iteration 7Q: 3 clusters Score -123027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123038.328125 Penalty: 2240.767822
	Iteration 8Q: 3 clusters Score -123038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123048.101562 Penalty: 2240.767822
	Iteration 9Q: 3 clusters Score -123048.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123060.843750 Penalty: 2240.767822
	Iteration 10Q: 3 clusters Score -123060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123065.531250 Penalty: 2240.767822
	Iteration 11Q: 3 clusters Score -123065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123067.609375 Penalty: 2240.767822
	Iteration 12Q: 3 clusters Score -123067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -123069.687500 Penalty: 2240.767822
	Iteration 13Q: 3 clusters Score -123069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -123069.687500 Penalty: 2240.767822
	Iteration 14F: 3 clusters Score -123069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Entering Unmasked Estep 
Score: -3699034.250000 Penalty: 1669.998169
	Iteration 0F: 2 clusters Score -3699034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3679532.500000 Penalty: 3339.996338
	Iteration 0F: 3 clusters Score -3679532 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3686742.000000 Penalty: 3339.996338
	Iteration 1F: 3 clusters Score -3686742 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3687033.750000 Penalty: 3339.996338
	Iteration 2Q: 3 clusters Score -3687034 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3687321.000000 Penalty: 3339.996338
	Iteration 3Q: 3 clusters Score -3687321 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3687579.750000 Penalty: 3339.996338
	Iteration 4Q: 3 clusters Score -3687580 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3687848.500000 Penalty: 3339.996338
	Iteration 5Q: 3 clusters Score -3687848 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3688157.750000 Penalty: 3339.996338
	Iteration 6Q: 3 clusters Score -3688158 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3688515.500000 Penalty: 3339.996338
	Iteration 7Q: 3 clusters Score -3688516 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3688956.250000 Penalty: 3339.996338
	Iteration 8Q: 3 clusters Score -3688956 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3689537.750000 Penalty: 3339.996338
	Iteration 9Q: 3 clusters Score -3689538 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3690272.000000 Penalty: 3339.996338
	Iteration 10F: 3 clusters Score -3690272 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3691205.500000 Penalty: 3339.996338
	Iteration 11F: 3 clusters Score -3691206 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3692413.500000 Penalty: 3339.996338
	Iteration 12F: 3 clusters Score -3692414 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3693742.500000 Penalty: 3339.996338
	Iteration 13F: 3 clusters Score -3693742 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3695054.750000 Penalty: 3339.996338
	Iteration 14F: 3 clusters Score -3695055 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3696063.500000 Penalty: 3339.996338
	Iteration 15Q: 3 clusters Score -3696064 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3696785.000000 Penalty: 3339.996338
	Iteration 16Q: 3 clusters Score -3696785 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3697174.000000 Penalty: 3339.996338
	Iteration 17Q: 3 clusters Score -3697174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3697352.750000 Penalty: 3339.996338
	Iteration 18Q: 3 clusters Score -3697353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3697460.000000 Penalty: 3339.996338
	Iteration 19Q: 3 clusters Score -3697460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3697521.250000 Penalty: 3339.996338
	Iteration 20F: 3 clusters Score -3697521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3697555.750000 Penalty: 3339.996338
	Iteration 21Q: 3 clusters Score -3697556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3697573.000000 Penalty: 3339.996338
	Iteration 22Q: 3 clusters Score -3697573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3697579.750000 Penalty: 3339.996338
	Iteration 23Q: 3 clusters Score -3697580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3697581.500000 Penalty: 3339.996338
	Iteration 24Q: 3 clusters Score -3697582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3697585.500000 Penalty: 3339.996338
	Iteration 25Q: 3 clusters Score -3697586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3697586.500000 Penalty: 3339.996338
	Iteration 26Q: 3 clusters Score -3697586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3697591.750000 Penalty: 3339.996338
	Iteration 27Q: 3 clusters Score -3697592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3697596.500000 Penalty: 3339.996338
	Iteration 28Q: 3 clusters Score -3697596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3697601.500000 Penalty: 3339.996338
	Iteration 29Q: 3 clusters Score -3697602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3697606.500000 Penalty: 3339.996338
	Iteration 30Q: 3 clusters Score -3697606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3697609.250000 Penalty: 3339.996338
	Iteration 31Q: 3 clusters Score -3697609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3697611.000000 Penalty: 3339.996338
	Iteration 32Q: 3 clusters Score -3697611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3697611.000000 Penalty: 3339.996338
	Iteration 33Q: 3 clusters Score -3697611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3697619.500000 Penalty: 3339.996338
	Iteration 34Q: 3 clusters Score -3697620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3697619.000000 Penalty: 3339.996338
	Iteration 35Q: 3 clusters Score -3697619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3697620.000000 Penalty: 3339.996338
	Iteration 36Q: 3 clusters Score -3697620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3697622.500000 Penalty: 3339.996338
	Iteration 37Q: 3 clusters Score -3697622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3697622.500000 Penalty: 3339.996338
	Iteration 38F: 3 clusters Score -3697622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 51051 members 
Mstep: Class 4 contains 93794 members 
Mstep: Class 5 contains 21219 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35529 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62857 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29054 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 20 clusters Score -6.162442e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 93746 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 27871 members 
Mstep: Class 8 contains 79405 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35530 members 
Mstep: Class 12 contains 71167 members 
Mstep: Class 13 contains 62863 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 20 clusters Score -6.162454e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51044 members 
Mstep: Class 4 contains 93702 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 79437 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35530 members 
Mstep: Class 12 contains 71200 members 
Mstep: Class 13 contains 62862 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 20 clusters Score -6.162472e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51036 members 
Mstep: Class 4 contains 93675 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 79464 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 35536 members 
Mstep: Class 12 contains 71225 members 
Mstep: Class 13 contains 62855 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 20 clusters Score -6.162488e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 51027 members 
Mstep: Class 4 contains 93651 members 
Mstep: Class 5 contains 21215 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 79494 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35532 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62855 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29075 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -6.16249e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51020 members 
Mstep: Class 4 contains 93600 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8225 members 
Mstep: Class 7 contains 27878 members 
Mstep: Class 8 contains 79533 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35530 members 
Mstep: Class 12 contains 71268 members 
Mstep: Class 13 contains 62855 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 29085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 20 clusters Score -6.162496e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51012 members 
Mstep: Class 4 contains 93545 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8215 members 
Mstep: Class 7 contains 27879 members 
Mstep: Class 8 contains 79571 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35525 members 
Mstep: Class 12 contains 71299 members 
Mstep: Class 13 contains 62860 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 29089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 20 clusters Score -6.162502e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50999 members 
Mstep: Class 4 contains 93493 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8194 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 79635 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35527 members 
Mstep: Class 12 contains 71310 members 
Mstep: Class 13 contains 62868 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29088 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 20 clusters Score -6.162506e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 50997 members 
Mstep: Class 4 contains 93455 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 8177 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 79683 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35531 members 
Mstep: Class 12 contains 71312 members 
Mstep: Class 13 contains 62873 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 20 clusters Score -6.162512e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50991 members 
Mstep: Class 4 contains 93417 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8175 members 
Mstep: Class 7 contains 27887 members 
Mstep: Class 8 contains 79709 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35534 members 
Mstep: Class 12 contains 71322 members 
Mstep: Class 13 contains 62874 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29088 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 20 clusters Score -6.162501e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50982 members 
Mstep: Class 4 contains 93395 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 27887 members 
Mstep: Class 8 contains 79722 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35538 members 
Mstep: Class 12 contains 71348 members 
Mstep: Class 13 contains 62880 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 29092 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -6.162489e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50972 members 
Mstep: Class 4 contains 93372 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 79723 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35538 members 
Mstep: Class 12 contains 71377 members 
Mstep: Class 13 contains 62886 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 20 clusters Score -6.162496e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50958 members 
Mstep: Class 4 contains 93339 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8150 members 
Mstep: Class 7 contains 27891 members 
Mstep: Class 8 contains 79732 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35540 members 
Mstep: Class 12 contains 71411 members 
Mstep: Class 13 contains 62892 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29095 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -6.162493e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50953 members 
Mstep: Class 4 contains 93304 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 79730 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35552 members 
Mstep: Class 12 contains 71440 members 
Mstep: Class 13 contains 62902 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 20 clusters Score -6.162496e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50946 members 
Mstep: Class 4 contains 93287 members 
Mstep: Class 5 contains 21203 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 79728 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35561 members 
Mstep: Class 12 contains 71460 members 
Mstep: Class 13 contains 62914 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29088 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 20 clusters Score -6.162492e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50932 members 
Mstep: Class 4 contains 93273 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 79713 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35573 members 
Mstep: Class 12 contains 71474 members 
Mstep: Class 13 contains 62929 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29093 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -6.162499e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50929 members 
Mstep: Class 4 contains 93253 members 
Mstep: Class 5 contains 21203 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 79721 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35583 members 
Mstep: Class 12 contains 71478 members 
Mstep: Class 13 contains 62940 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29095 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -6.162496e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50933 members 
Mstep: Class 4 contains 93262 members 
Mstep: Class 5 contains 21205 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 27893 members 
Mstep: Class 8 contains 79694 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35586 members 
Mstep: Class 12 contains 71479 members 
Mstep: Class 13 contains 62948 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29099 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -6.162502e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50932 members 
Mstep: Class 4 contains 93267 members 
Mstep: Class 5 contains 21205 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71477 members 
Mstep: Class 13 contains 62962 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29103 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -6.162507e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50935 members 
Mstep: Class 4 contains 93268 members 
Mstep: Class 5 contains 21206 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 27893 members 
Mstep: Class 8 contains 79652 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35606 members 
Mstep: Class 12 contains 71478 members 
Mstep: Class 13 contains 62971 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29102 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -6.162508e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50939 members 
Mstep: Class 4 contains 93261 members 
Mstep: Class 5 contains 21208 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 79629 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35623 members 
Mstep: Class 12 contains 71488 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29108 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -6.162506e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50946 members 
Mstep: Class 4 contains 93242 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 79614 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35634 members 
Mstep: Class 12 contains 71505 members 
Mstep: Class 13 contains 62974 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29108 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -6.162515e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50958 members 
Mstep: Class 4 contains 93224 members 
Mstep: Class 5 contains 21208 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 27888 members 
Mstep: Class 8 contains 79607 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71507 members 
Mstep: Class 13 contains 62981 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29108 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -6.162521e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50969 members 
Mstep: Class 4 contains 93211 members 
Mstep: Class 5 contains 21206 members 
Mstep: Class 6 contains 8071 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 79618 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35656 members 
Mstep: Class 12 contains 71508 members 
Mstep: Class 13 contains 62987 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 182Q: 20 clusters Score -6.162524e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50974 members 
Mstep: Class 4 contains 93195 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 27878 members 
Mstep: Class 8 contains 79612 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 35665 members 
Mstep: Class 12 contains 71522 members 
Mstep: Class 13 contains 62988 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 183Q: 20 clusters Score -6.162523e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50976 members 
Mstep: Class 4 contains 93184 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 27870 members 
Mstep: Class 8 contains 79601 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35669 members 
Mstep: Class 12 contains 71551 members 
Mstep: Class 13 contains 62989 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625268.000000 Penalty: 40476.707031
Iteration 184Q: 20 clusters Score -6.162527e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50981 members 
Mstep: Class 4 contains 93182 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 8070 members 
Mstep: Class 7 contains 27869 members 
Mstep: Class 8 contains 79584 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35670 members 
Mstep: Class 12 contains 71558 members 
Mstep: Class 13 contains 62986 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 185Q: 20 clusters Score -6.162524e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50982 members 
Mstep: Class 4 contains 93178 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 8070 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79571 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 71571 members 
Mstep: Class 13 contains 62987 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625208.000000 Penalty: 40476.707031
Iteration 186Q: 20 clusters Score -6.162521e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50993 members 
Mstep: Class 4 contains 93170 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 79549 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35680 members 
Mstep: Class 12 contains 71587 members 
Mstep: Class 13 contains 62993 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625200.000000 Penalty: 40476.707031
Iteration 187Q: 20 clusters Score -6.16252e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50998 members 
Mstep: Class 4 contains 93145 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 79543 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35679 members 
Mstep: Class 12 contains 71601 members 
Mstep: Class 13 contains 62995 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625176.000000 Penalty: 40476.707031
Iteration 188Q: 20 clusters Score -6.162518e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51007 members 
Mstep: Class 4 contains 93136 members 
Mstep: Class 5 contains 21208 members 
Mstep: Class 6 contains 8078 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 79529 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35679 members 
Mstep: Class 12 contains 71608 members 
Mstep: Class 13 contains 63000 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625232.000000 Penalty: 40476.707031
Iteration 189Q: 20 clusters Score -6.162523e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51014 members 
Mstep: Class 4 contains 93134 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 8083 members 
Mstep: Class 7 contains 27860 members 
Mstep: Class 8 contains 79509 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35681 members 
Mstep: Class 12 contains 71602 members 
Mstep: Class 13 contains 63011 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625256.000000 Penalty: 40476.707031
Iteration 190Q: 20 clusters Score -6.162526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51022 members 
Mstep: Class 4 contains 93134 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79481 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35684 members 
Mstep: Class 12 contains 71593 members 
Mstep: Class 13 contains 63027 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 191Q: 20 clusters Score -6.162524e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 51031 members 
Mstep: Class 4 contains 93133 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79440 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35680 members 
Mstep: Class 12 contains 71593 members 
Mstep: Class 13 contains 63039 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625128.000000 Penalty: 40476.707031
Iteration 192Q: 20 clusters Score -6.162513e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 51036 members 
Mstep: Class 4 contains 93139 members 
Mstep: Class 5 contains 21223 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79412 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35680 members 
Mstep: Class 12 contains 71588 members 
Mstep: Class 13 contains 63043 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625188.000000 Penalty: 40476.707031
Iteration 193Q: 20 clusters Score -6.162519e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 51051 members 
Mstep: Class 4 contains 93161 members 
Mstep: Class 5 contains 21230 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 79374 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35676 members 
Mstep: Class 12 contains 71578 members 
Mstep: Class 13 contains 63044 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625172.000000 Penalty: 40476.707031
Iteration 194Q: 20 clusters Score -6.162517e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 51056 members 
Mstep: Class 4 contains 93169 members 
Mstep: Class 5 contains 21231 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 27865 members 
Mstep: Class 8 contains 79345 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35685 members 
Mstep: Class 12 contains 71575 members 
Mstep: Class 13 contains 63044 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625280.000000 Penalty: 40476.707031
Iteration 195Q: 20 clusters Score -6.162528e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51058 members 
Mstep: Class 4 contains 93194 members 
Mstep: Class 5 contains 21230 members 
Mstep: Class 6 contains 8131 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79313 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35688 members 
Mstep: Class 12 contains 71564 members 
Mstep: Class 13 contains 63041 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 196Q: 20 clusters Score -6.162522e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51051 members 
Mstep: Class 4 contains 93222 members 
Mstep: Class 5 contains 21226 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 27860 members 
Mstep: Class 8 contains 79280 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35698 members 
Mstep: Class 12 contains 71551 members 
Mstep: Class 13 contains 63045 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625236.000000 Penalty: 40476.707031
Iteration 197Q: 20 clusters Score -6.162524e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 51042 members 
Mstep: Class 4 contains 93248 members 
Mstep: Class 5 contains 21224 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79249 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35703 members 
Mstep: Class 12 contains 71538 members 
Mstep: Class 13 contains 63052 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625236.000000 Penalty: 40476.707031
Iteration 198Q: 20 clusters Score -6.162524e+07 nChanged 210
Entering ConstructFrom: 
Score: -61625236.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -167038.281250 Penalty: 1177.302979
	Iteration 0F: 2 clusters Score -167038.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165301.328125 Penalty: 2354.605957
	Iteration 0F: 3 clusters Score -165301.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165621.062500 Penalty: 2354.605957
	Iteration 1F: 3 clusters Score -165621.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165693.484375 Penalty: 2354.605957
	Iteration 2F: 3 clusters Score -165693.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165751.640625 Penalty: 2354.605957
	Iteration 3Q: 3 clusters Score -165751.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165788.968750 Penalty: 2354.605957
	Iteration 4Q: 3 clusters Score -165789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165810.984375 Penalty: 2354.605957
	Iteration 5Q: 3 clusters Score -165811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165824.687500 Penalty: 2354.605957
	Iteration 6Q: 3 clusters Score -165824.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165842.781250 Penalty: 2354.605957
	Iteration 7Q: 3 clusters Score -165842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165852.234375 Penalty: 2354.605957
	Iteration 8Q: 3 clusters Score -165852.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165865.578125 Penalty: 2354.605957
	Iteration 9Q: 3 clusters Score -165865.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165871.031250 Penalty: 2354.605957
	Iteration 10Q: 3 clusters Score -165871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165875.625000 Penalty: 2354.605957
	Iteration 11Q: 3 clusters Score -165875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165880.640625 Penalty: 2354.605957
	Iteration 12Q: 3 clusters Score -165880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165885.625000 Penalty: 2354.605957
	Iteration 13Q: 3 clusters Score -165885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165886.890625 Penalty: 2354.605957
	Iteration 14Q: 3 clusters Score -165886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165887.781250 Penalty: 2354.605957
	Iteration 15Q: 3 clusters Score -165887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165889.171875 Penalty: 2354.605957
	Iteration 16Q: 3 clusters Score -165889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165889.968750 Penalty: 2354.605957
	Iteration 17Q: 3 clusters Score -165890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165890.343750 Penalty: 2354.605957
	Iteration 18Q: 3 clusters Score -165890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -165890.984375 Penalty: 2354.605957
	Iteration 19Q: 3 clusters Score -165891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165891.218750 Penalty: 2354.605957
	Iteration 20F: 3 clusters Score -165891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -629871.687500 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -629871.7 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 2471 members 
Entering Unmasked Estep 
Score: -625850.750000 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -625850.8 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -626893.562500 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -626893.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -627061.000000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -627061 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -627176.125000 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -627176.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -627245.500000 Penalty: 2767.762451
	Iteration 4Q: 3 clusters Score -627245.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -627299.125000 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -627299.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -627344.812500 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -627344.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -627396.437500 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -627396.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -627466.750000 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -627466.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -627539.250000 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -627539.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -627633.125000 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -627633.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -627772.437500 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -627772.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -627963.000000 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -627963 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -628192.062500 Penalty: 2767.762451
	Iteration 13F: 3 clusters Score -628192.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -628391.562500 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -628391.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -628545.062500 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -628545.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -628664.562500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -628664.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -628734.187500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -628734.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -628778.875000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -628778.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -628799.375000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -628799.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -628818.062500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -628818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -628829.062500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -628829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -628837.500000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -628837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -628845.062500 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -628845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -628848.875000 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -628848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -628851.687500 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -628851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -628852.875000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -628852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -628854.437500 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -628854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -628854.312500 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -628854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -628854.312500 Penalty: 2767.762451
	Iteration 29F: 3 clusters Score -628854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Entering Unmasked Estep 
Score: -6503646.000000 Penalty: 1761.543457
	Iteration 0F: 2 clusters Score -6503646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -6469466.500000 Penalty: 3523.086914
	Iteration 0F: 3 clusters Score -6469466 nChanged 24121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -6483236.000000 Penalty: 3523.086914
	Iteration 1F: 3 clusters Score -6483236 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -6483955.000000 Penalty: 3523.086914
	Iteration 2Q: 3 clusters Score -6483955 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -6484963.000000 Penalty: 3523.086914
	Iteration 3Q: 3 clusters Score -6484963 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6486412.500000 Penalty: 3523.086914
	Iteration 4F: 3 clusters Score -6486412 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -6488506.500000 Penalty: 3523.086914
	Iteration 5F: 3 clusters Score -6488506 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -6491129.500000 Penalty: 3523.086914
	Iteration 6F: 3 clusters Score -6491130 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -6493899.500000 Penalty: 3523.086914
	Iteration 7F: 3 clusters Score -6493900 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6496604.500000 Penalty: 3523.086914
	Iteration 8F: 3 clusters Score -6496604 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6498767.000000 Penalty: 3523.086914
	Iteration 9F: 3 clusters Score -6498767 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6500250.500000 Penalty: 3523.086914
	Iteration 10Q: 3 clusters Score -6500250 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6501074.000000 Penalty: 3523.086914
	Iteration 11Q: 3 clusters Score -6501074 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -6501540.000000 Penalty: 3523.086914
	Iteration 12Q: 3 clusters Score -6501540 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6501800.000000 Penalty: 3523.086914
	Iteration 13Q: 3 clusters Score -6501800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -6501928.000000 Penalty: 3523.086914
	Iteration 14Q: 3 clusters Score -6501928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6502010.000000 Penalty: 3523.086914
	Iteration 15Q: 3 clusters Score -6502010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6502067.000000 Penalty: 3523.086914
	Iteration 16Q: 3 clusters Score -6502067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6502104.000000 Penalty: 3523.086914
	Iteration 17Q: 3 clusters Score -6502104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6502131.000000 Penalty: 3523.086914
	Iteration 18Q: 3 clusters Score -6502131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6502141.500000 Penalty: 3523.086914
	Iteration 19Q: 3 clusters Score -6502142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6502157.000000 Penalty: 3523.086914
	Iteration 20F: 3 clusters Score -6502157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6502165.500000 Penalty: 3523.086914
	Iteration 21Q: 3 clusters Score -6502166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6502172.000000 Penalty: 3523.086914
	Iteration 22Q: 3 clusters Score -6502172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6502172.000000 Penalty: 3523.086914
	Iteration 23Q: 3 clusters Score -6502172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6502168.500000 Penalty: 3523.086914
	Iteration 24Q: 3 clusters Score -6502168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6502178.500000 Penalty: 3523.086914
	Iteration 25Q: 3 clusters Score -6502178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6502177.500000 Penalty: 3523.086914
	Iteration 26Q: 3 clusters Score -6502178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6502181.500000 Penalty: 3523.086914
	Iteration 27Q: 3 clusters Score -6502182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -6502176.000000 Penalty: 3523.086914
	Iteration 28Q: 3 clusters Score -6502176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6502173.000000 Penalty: 3523.086914
	Iteration 29Q: 3 clusters Score -6502173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -6502178.000000 Penalty: 3523.086914
	Iteration 30Q: 3 clusters Score -6502178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6502177.000000 Penalty: 3523.086914
	Iteration 31Q: 3 clusters Score -6502177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -6502187.000000 Penalty: 3523.086914
	Iteration 32Q: 3 clusters Score -6502187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -6502192.000000 Penalty: 3523.086914
	Iteration 33Q: 3 clusters Score -6502192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6502194.000000 Penalty: 3523.086914
	Iteration 34Q: 3 clusters Score -6502194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6502196.000000 Penalty: 3523.086914
	Iteration 35Q: 3 clusters Score -6502196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6502196.000000 Penalty: 3523.086914
	Iteration 36F: 3 clusters Score -6502196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Entering Unmasked Estep 
Score: -11914514.000000 Penalty: 1859.547974
	Iteration 0F: 2 clusters Score -1.191451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -11856285.000000 Penalty: 3719.095947
	Iteration 0F: 3 clusters Score -1.185628e+07 nChanged 44440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -11881900.000000 Penalty: 3719.095947
	Iteration 1F: 3 clusters Score -1.18819e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -11882430.000000 Penalty: 3719.095947
	Iteration 2Q: 3 clusters Score -1.188243e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -11883090.000000 Penalty: 3719.095947
	Iteration 3Q: 3 clusters Score -1.188309e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -11884034.000000 Penalty: 3719.095947
	Iteration 4Q: 3 clusters Score -1.188403e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -11885683.000000 Penalty: 3719.095947
	Iteration 5Q: 3 clusters Score -1.188568e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -11888446.000000 Penalty: 3719.095947
	Iteration 6F: 3 clusters Score -1.188845e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -11892659.000000 Penalty: 3719.095947
	Iteration 7F: 3 clusters Score -1.189266e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -11898013.000000 Penalty: 3719.095947
	Iteration 8F: 3 clusters Score -1.189801e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -11903044.000000 Penalty: 3719.095947
	Iteration 9F: 3 clusters Score -1.190304e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -11907025.000000 Penalty: 3719.095947
	Iteration 10Q: 3 clusters Score -1.190702e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -11909725.000000 Penalty: 3719.095947
	Iteration 11Q: 3 clusters Score -1.190972e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11911186.000000 Penalty: 3719.095947
	Iteration 12Q: 3 clusters Score -1.191119e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11911886.000000 Penalty: 3719.095947
	Iteration 13Q: 3 clusters Score -1.191189e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11912317.000000 Penalty: 3719.095947
	Iteration 14Q: 3 clusters Score -1.191232e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11912598.000000 Penalty: 3719.095947
	Iteration 15Q: 3 clusters Score -1.19126e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11912779.000000 Penalty: 3719.095947
	Iteration 16Q: 3 clusters Score -1.191278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11912851.000000 Penalty: 3719.095947
	Iteration 17Q: 3 clusters Score -1.191285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11912879.000000 Penalty: 3719.095947
	Iteration 18Q: 3 clusters Score -1.191288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11912927.000000 Penalty: 3719.095947
	Iteration 19Q: 3 clusters Score -1.191293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11912953.000000 Penalty: 3719.095947
	Iteration 20F: 3 clusters Score -1.191295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11912959.000000 Penalty: 3719.095947
	Iteration 21Q: 3 clusters Score -1.191296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11912955.000000 Penalty: 3719.095947
	Iteration 22Q: 3 clusters Score -1.191296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11912973.000000 Penalty: 3719.095947
	Iteration 23Q: 3 clusters Score -1.191297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11912971.000000 Penalty: 3719.095947
	Iteration 24Q: 3 clusters Score -1.191297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11912982.000000 Penalty: 3719.095947
	Iteration 25Q: 3 clusters Score -1.191298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11912993.000000 Penalty: 3719.095947
	Iteration 26Q: 3 clusters Score -1.191299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11912997.000000 Penalty: 3719.095947
	Iteration 27Q: 3 clusters Score -1.1913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11912999.000000 Penalty: 3719.095947
	Iteration 28Q: 3 clusters Score -1.1913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11912997.000000 Penalty: 3719.095947
	Iteration 29Q: 3 clusters Score -1.1913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11913002.000000 Penalty: 3719.095947
	Iteration 30Q: 3 clusters Score -1.1913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11913003.000000 Penalty: 3719.095947
	Iteration 31Q: 3 clusters Score -1.1913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11913010.000000 Penalty: 3719.095947
	Iteration 32Q: 3 clusters Score -1.191301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11913010.000000 Penalty: 3719.095947
	Iteration 33Q: 3 clusters Score -1.191301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11913018.000000 Penalty: 3719.095947
	Iteration 34Q: 3 clusters Score -1.191302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11913019.000000 Penalty: 3719.095947
	Iteration 35Q: 3 clusters Score -1.191302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11913023.000000 Penalty: 3719.095947
	Iteration 36Q: 3 clusters Score -1.191302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11913021.000000 Penalty: 3719.095947
	Iteration 37Q: 3 clusters Score -1.191302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11913031.000000 Penalty: 3719.095947
	Iteration 38Q: 3 clusters Score -1.191303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11913032.000000 Penalty: 3719.095947
	Iteration 39Q: 3 clusters Score -1.191303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11913036.000000 Penalty: 3719.095947
	Iteration 40F: 3 clusters Score -1.191304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11913034.000000 Penalty: 3719.095947
	Iteration 41Q: 3 clusters Score -1.191303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11913035.000000 Penalty: 3719.095947
	Iteration 42Q: 3 clusters Score -1.191304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11913036.000000 Penalty: 3719.095947
	Iteration 43Q: 3 clusters Score -1.191304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11913036.000000 Penalty: 3719.095947
	Iteration 44Q: 3 clusters Score -1.191304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11913038.000000 Penalty: 3719.095947
	Iteration 45Q: 3 clusters Score -1.191304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11913034.000000 Penalty: 3719.095947
	Iteration 46Q: 3 clusters Score -1.191303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11913034.000000 Penalty: 3719.095947
	Iteration 47F: 3 clusters Score -1.191303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -2693351.750000 Penalty: 1618.969238
	Iteration 0F: 2 clusters Score -2693352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2678833.000000 Penalty: 3237.938477
	Iteration 0F: 3 clusters Score -2678833 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2684042.750000 Penalty: 3237.938477
	Iteration 1F: 3 clusters Score -2684043 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2684306.000000 Penalty: 3237.938477
	Iteration 2Q: 3 clusters Score -2684306 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2684485.750000 Penalty: 3237.938477
	Iteration 3Q: 3 clusters Score -2684486 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2684685.500000 Penalty: 3237.938477
	Iteration 4Q: 3 clusters Score -2684686 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2684882.000000 Penalty: 3237.938477
	Iteration 5Q: 3 clusters Score -2684882 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2685136.750000 Penalty: 3237.938477
	Iteration 6Q: 3 clusters Score -2685137 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2685449.750000 Penalty: 3237.938477
	Iteration 7Q: 3 clusters Score -2685450 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2685902.250000 Penalty: 3237.938477
	Iteration 8Q: 3 clusters Score -2685902 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2686561.500000 Penalty: 3237.938477
	Iteration 9F: 3 clusters Score -2686562 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2687483.500000 Penalty: 3237.938477
	Iteration 10F: 3 clusters Score -2687484 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2688715.250000 Penalty: 3237.938477
	Iteration 11F: 3 clusters Score -2688715 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2689948.500000 Penalty: 3237.938477
	Iteration 12F: 3 clusters Score -2689948 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2690865.500000 Penalty: 3237.938477
	Iteration 13Q: 3 clusters Score -2690866 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2691388.250000 Penalty: 3237.938477
	Iteration 14Q: 3 clusters Score -2691388 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2691653.250000 Penalty: 3237.938477
	Iteration 15Q: 3 clusters Score -2691653 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2691785.250000 Penalty: 3237.938477
	Iteration 16Q: 3 clusters Score -2691785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2691834.500000 Penalty: 3237.938477
	Iteration 17Q: 3 clusters Score -2691834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2691869.500000 Penalty: 3237.938477
	Iteration 18Q: 3 clusters Score -2691870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2691897.750000 Penalty: 3237.938477
	Iteration 19Q: 3 clusters Score -2691898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2691924.500000 Penalty: 3237.938477
	Iteration 20F: 3 clusters Score -2691924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2691939.250000 Penalty: 3237.938477
	Iteration 21Q: 3 clusters Score -2691939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2691941.250000 Penalty: 3237.938477
	Iteration 22Q: 3 clusters Score -2691941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2691951.250000 Penalty: 3237.938477
	Iteration 23Q: 3 clusters Score -2691951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2691958.750000 Penalty: 3237.938477
	Iteration 24Q: 3 clusters Score -2691959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2691968.000000 Penalty: 3237.938477
	Iteration 25Q: 3 clusters Score -2691968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2691969.500000 Penalty: 3237.938477
	Iteration 26Q: 3 clusters Score -2691970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2691969.500000 Penalty: 3237.938477
	Iteration 27Q: 3 clusters Score -2691970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2691970.000000 Penalty: 3237.938477
	Iteration 28Q: 3 clusters Score -2691970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2691970.000000 Penalty: 3237.938477
	Iteration 29F: 3 clusters Score -2691970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -1040625.562500 Penalty: 1463.358398
	Iteration 0F: 2 clusters Score -1040626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1034627.625000 Penalty: 2926.716797
	Iteration 0F: 3 clusters Score -1034628 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1036429.062500 Penalty: 2926.716797
	Iteration 1F: 3 clusters Score -1036429 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1036613.125000 Penalty: 2926.716797
	Iteration 2F: 3 clusters Score -1036613 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1036734.875000 Penalty: 2926.716797
	Iteration 3Q: 3 clusters Score -1036735 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1036829.187500 Penalty: 2926.716797
	Iteration 4Q: 3 clusters Score -1036829 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1036901.000000 Penalty: 2926.716797
	Iteration 5Q: 3 clusters Score -1036901 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1036986.437500 Penalty: 2926.716797
	Iteration 6Q: 3 clusters Score -1036986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1037089.250000 Penalty: 2926.716797
	Iteration 7Q: 3 clusters Score -1037089 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1037226.875000 Penalty: 2926.716797
	Iteration 8Q: 3 clusters Score -1037227 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1037383.500000 Penalty: 2926.716797
	Iteration 9Q: 3 clusters Score -1037384 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1037578.125000 Penalty: 2926.716797
	Iteration 10Q: 3 clusters Score -1037578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1037779.125000 Penalty: 2926.716797
	Iteration 11Q: 3 clusters Score -1037779 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1037998.437500 Penalty: 2926.716797
	Iteration 12Q: 3 clusters Score -1037998 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1038263.625000 Penalty: 2926.716797
	Iteration 13Q: 3 clusters Score -1038264 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1038521.562500 Penalty: 2926.716797
	Iteration 14Q: 3 clusters Score -1038522 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1038804.125000 Penalty: 2926.716797
	Iteration 15Q: 3 clusters Score -1038804 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1039032.062500 Penalty: 2926.716797
	Iteration 16Q: 3 clusters Score -1039032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1039210.875000 Penalty: 2926.716797
	Iteration 17Q: 3 clusters Score -1039211 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1039325.250000 Penalty: 2926.716797
	Iteration 18Q: 3 clusters Score -1039325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1039388.312500 Penalty: 2926.716797
	Iteration 19Q: 3 clusters Score -1039388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1039440.187500 Penalty: 2926.716797
	Iteration 20F: 3 clusters Score -1039440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1039491.750000 Penalty: 2926.716797
	Iteration 21Q: 3 clusters Score -1039492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1039539.562500 Penalty: 2926.716797
	Iteration 22Q: 3 clusters Score -1039540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1039578.625000 Penalty: 2926.716797
	Iteration 23Q: 3 clusters Score -1039579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1039606.875000 Penalty: 2926.716797
	Iteration 24Q: 3 clusters Score -1039607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1039615.750000 Penalty: 2926.716797
	Iteration 25Q: 3 clusters Score -1039616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1039621.625000 Penalty: 2926.716797
	Iteration 26Q: 3 clusters Score -1039622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1039624.375000 Penalty: 2926.716797
	Iteration 27Q: 3 clusters Score -1039624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1039624.062500 Penalty: 2926.716797
	Iteration 28Q: 3 clusters Score -1039624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1039626.562500 Penalty: 2926.716797
	Iteration 29Q: 3 clusters Score -1039627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1039630.187500 Penalty: 2926.716797
	Iteration 30Q: 3 clusters Score -1039630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1039631.687500 Penalty: 2926.716797
	Iteration 31Q: 3 clusters Score -1039632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1039633.437500 Penalty: 2926.716797
	Iteration 32Q: 3 clusters Score -1039633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1039634.437500 Penalty: 2926.716797
	Iteration 33Q: 3 clusters Score -1039634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1039636.375000 Penalty: 2926.716797
	Iteration 34Q: 3 clusters Score -1039636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1039636.125000 Penalty: 2926.716797
	Iteration 35Q: 3 clusters Score -1039636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1039636.750000 Penalty: 2926.716797
	Iteration 36Q: 3 clusters Score -1039637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1039636.375000 Penalty: 2926.716797
	Iteration 37Q: 3 clusters Score -1039636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1039637.875000 Penalty: 2926.716797
	Iteration 38Q: 3 clusters Score -1039638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1039637.000000 Penalty: 2926.716797
	Iteration 39Q: 3 clusters Score -1039637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1039638.687500 Penalty: 2926.716797
	Iteration 40F: 3 clusters Score -1039639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1039637.937500 Penalty: 2926.716797
	Iteration 41Q: 3 clusters Score -1039638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1039637.437500 Penalty: 2926.716797
	Iteration 42Q: 3 clusters Score -1039637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1039637.375000 Penalty: 2926.716797
	Iteration 43Q: 3 clusters Score -1039637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1039638.875000 Penalty: 2926.716797
	Iteration 44Q: 3 clusters Score -1039639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1039640.000000 Penalty: 2926.716797
	Iteration 45Q: 3 clusters Score -1039640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1039639.750000 Penalty: 2926.716797
	Iteration 46Q: 3 clusters Score -1039640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1039639.750000 Penalty: 2926.716797
	Iteration 47F: 3 clusters Score -1039640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Entering Unmasked Estep 
Score: -3562758.500000 Penalty: 1663.184814
	Iteration 0F: 2 clusters Score -3562758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3543989.500000 Penalty: 3326.369629
	Iteration 0F: 3 clusters Score -3543990 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3551003.250000 Penalty: 3326.369629
	Iteration 1F: 3 clusters Score -3551003 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3551556.000000 Penalty: 3326.369629
	Iteration 2F: 3 clusters Score -3551556 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3552242.750000 Penalty: 3326.369629
	Iteration 3F: 3 clusters Score -3552243 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3553241.500000 Penalty: 3326.369629
	Iteration 4F: 3 clusters Score -3553242 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3554651.250000 Penalty: 3326.369629
	Iteration 5F: 3 clusters Score -3554651 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3556360.500000 Penalty: 3326.369629
	Iteration 6F: 3 clusters Score -3556360 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3558124.000000 Penalty: 3326.369629
	Iteration 7F: 3 clusters Score -3558124 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3559524.000000 Penalty: 3326.369629
	Iteration 8F: 3 clusters Score -3559524 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3560338.250000 Penalty: 3326.369629
	Iteration 9Q: 3 clusters Score -3560338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3560785.750000 Penalty: 3326.369629
	Iteration 10Q: 3 clusters Score -3560786 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3561023.750000 Penalty: 3326.369629
	Iteration 11Q: 3 clusters Score -3561024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3561163.000000 Penalty: 3326.369629
	Iteration 12Q: 3 clusters Score -3561163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3561210.250000 Penalty: 3326.369629
	Iteration 13Q: 3 clusters Score -3561210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3561254.250000 Penalty: 3326.369629
	Iteration 14Q: 3 clusters Score -3561254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3561278.250000 Penalty: 3326.369629
	Iteration 15Q: 3 clusters Score -3561278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3561288.250000 Penalty: 3326.369629
	Iteration 16Q: 3 clusters Score -3561288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3561300.250000 Penalty: 3326.369629
	Iteration 17Q: 3 clusters Score -3561300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3561315.750000 Penalty: 3326.369629
	Iteration 18Q: 3 clusters Score -3561316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3561316.750000 Penalty: 3326.369629
	Iteration 19Q: 3 clusters Score -3561317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3561329.500000 Penalty: 3326.369629
	Iteration 20F: 3 clusters Score -3561330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3561335.000000 Penalty: 3326.369629
	Iteration 21Q: 3 clusters Score -3561335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3561341.250000 Penalty: 3326.369629
	Iteration 22Q: 3 clusters Score -3561341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3561345.250000 Penalty: 3326.369629
	Iteration 23Q: 3 clusters Score -3561345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3561348.000000 Penalty: 3326.369629
	Iteration 24Q: 3 clusters Score -3561348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3561350.500000 Penalty: 3326.369629
	Iteration 25Q: 3 clusters Score -3561350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3561350.500000 Penalty: 3326.369629
	Iteration 26F: 3 clusters Score -3561350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Entering Unmasked Estep 
Score: -10176467.000000 Penalty: 1833.030151
	Iteration 0F: 2 clusters Score -1.017647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -10125476.000000 Penalty: 3666.060303
	Iteration 0F: 3 clusters Score -1.012548e+07 nChanged 37725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -10146793.000000 Penalty: 3666.060303
	Iteration 1F: 3 clusters Score -1.014679e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -10147220.000000 Penalty: 3666.060303
	Iteration 2Q: 3 clusters Score -1.014722e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -10147800.000000 Penalty: 3666.060303
	Iteration 3Q: 3 clusters Score -1.01478e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -10148555.000000 Penalty: 3666.060303
	Iteration 4Q: 3 clusters Score -1.014856e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -10149661.000000 Penalty: 3666.060303
	Iteration 5Q: 3 clusters Score -1.014966e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -10151079.000000 Penalty: 3666.060303
	Iteration 6Q: 3 clusters Score -1.015108e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -10153416.000000 Penalty: 3666.060303
	Iteration 7Q: 3 clusters Score -1.015342e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -10156785.000000 Penalty: 3666.060303
	Iteration 8F: 3 clusters Score -1.015678e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -10160702.000000 Penalty: 3666.060303
	Iteration 9F: 3 clusters Score -1.01607e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -10164241.000000 Penalty: 3666.060303
	Iteration 10F: 3 clusters Score -1.016424e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -10166700.000000 Penalty: 3666.060303
	Iteration 11Q: 3 clusters Score -1.01667e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -10168099.000000 Penalty: 3666.060303
	Iteration 12Q: 3 clusters Score -1.01681e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -10168982.000000 Penalty: 3666.060303
	Iteration 13Q: 3 clusters Score -1.016898e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -10169595.000000 Penalty: 3666.060303
	Iteration 14Q: 3 clusters Score -1.01696e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -10170111.000000 Penalty: 3666.060303
	Iteration 15Q: 3 clusters Score -1.017011e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -10170426.000000 Penalty: 3666.060303
	Iteration 16Q: 3 clusters Score -1.017043e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -10170797.000000 Penalty: 3666.060303
	Iteration 17Q: 3 clusters Score -1.01708e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -10171016.000000 Penalty: 3666.060303
	Iteration 18Q: 3 clusters Score -1.017102e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -10171242.000000 Penalty: 3666.060303
	Iteration 19Q: 3 clusters Score -1.017124e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -10171507.000000 Penalty: 3666.060303
	Iteration 20F: 3 clusters Score -1.017151e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -10171690.000000 Penalty: 3666.060303
	Iteration 21Q: 3 clusters Score -1.017169e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -10171915.000000 Penalty: 3666.060303
	Iteration 22Q: 3 clusters Score -1.017192e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -10172042.000000 Penalty: 3666.060303
	Iteration 23Q: 3 clusters Score -1.017204e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -10172221.000000 Penalty: 3666.060303
	Iteration 24Q: 3 clusters Score -1.017222e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -10172423.000000 Penalty: 3666.060303
	Iteration 25Q: 3 clusters Score -1.017242e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -10172509.000000 Penalty: 3666.060303
	Iteration 26Q: 3 clusters Score -1.017251e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -10172671.000000 Penalty: 3666.060303
	Iteration 27Q: 3 clusters Score -1.017267e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -10172769.000000 Penalty: 3666.060303
	Iteration 28Q: 3 clusters Score -1.017277e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -10172893.000000 Penalty: 3666.060303
	Iteration 29Q: 3 clusters Score -1.017289e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -10173032.000000 Penalty: 3666.060303
	Iteration 30Q: 3 clusters Score -1.017303e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -10173141.000000 Penalty: 3666.060303
	Iteration 31Q: 3 clusters Score -1.017314e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -10173262.000000 Penalty: 3666.060303
	Iteration 32Q: 3 clusters Score -1.017326e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -10173390.000000 Penalty: 3666.060303
	Iteration 33Q: 3 clusters Score -1.017339e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -10173472.000000 Penalty: 3666.060303
	Iteration 34Q: 3 clusters Score -1.017347e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -10173545.000000 Penalty: 3666.060303
	Iteration 35Q: 3 clusters Score -1.017354e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -10173621.000000 Penalty: 3666.060303
	Iteration 36Q: 3 clusters Score -1.017362e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -10173705.000000 Penalty: 3666.060303
	Iteration 37Q: 3 clusters Score -1.01737e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -10173758.000000 Penalty: 3666.060303
	Iteration 38Q: 3 clusters Score -1.017376e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -10173819.000000 Penalty: 3666.060303
	Iteration 39Q: 3 clusters Score -1.017382e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -10173869.000000 Penalty: 3666.060303
	Iteration 40F: 3 clusters Score -1.017387e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -10173901.000000 Penalty: 3666.060303
	Iteration 41Q: 3 clusters Score -1.01739e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -10173938.000000 Penalty: 3666.060303
	Iteration 42Q: 3 clusters Score -1.017394e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -10173965.000000 Penalty: 3666.060303
	Iteration 43Q: 3 clusters Score -1.017396e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -10174008.000000 Penalty: 3666.060303
	Iteration 44Q: 3 clusters Score -1.017401e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -10174022.000000 Penalty: 3666.060303
	Iteration 45Q: 3 clusters Score -1.017402e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -10174041.000000 Penalty: 3666.060303
	Iteration 46Q: 3 clusters Score -1.017404e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -10174045.000000 Penalty: 3666.060303
	Iteration 47Q: 3 clusters Score -1.017404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -10174038.000000 Penalty: 3666.060303
	Iteration 48Q: 3 clusters Score -1.017404e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -10174055.000000 Penalty: 3666.060303
	Iteration 49Q: 3 clusters Score -1.017406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10174065.000000 Penalty: 3666.060303
	Iteration 50Q: 3 clusters Score -1.017406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10174066.000000 Penalty: 3666.060303
	Iteration 51Q: 3 clusters Score -1.017407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -10174075.000000 Penalty: 3666.060303
	Iteration 52Q: 3 clusters Score -1.017408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -10174073.000000 Penalty: 3666.060303
	Iteration 53Q: 3 clusters Score -1.017407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -10174066.000000 Penalty: 3666.060303
	Iteration 54Q: 3 clusters Score -1.017407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -10174069.000000 Penalty: 3666.060303
	Iteration 55Q: 3 clusters Score -1.017407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -10174069.000000 Penalty: 3666.060303
	Iteration 56Q: 3 clusters Score -1.017407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10174071.000000 Penalty: 3666.060303
	Iteration 57Q: 3 clusters Score -1.017407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10174071.000000 Penalty: 3666.060303
	Iteration 58Q: 3 clusters Score -1.017407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10174071.000000 Penalty: 3666.060303
	Iteration 59F: 3 clusters Score -1.017407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14058.892578 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -14058.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13442.006836 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13442.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13692.344727 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13692.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13749.614258 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13749.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13766.467773 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13766.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13773.949219 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13773.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13773.949219 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -13773.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49815.496094 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49815.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50216.464844 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50216.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50420.187500 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50420.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50478.667969 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -50478.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50500.906250 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -50500.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50512.019531 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -50512.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50550.773438 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50550.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50629.468750 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50629.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50670.308594 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50670.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50683.480469 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -50683.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50689.453125 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -50689.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50696.644531 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -50696.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50708.222656 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -50708.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50719.699219 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -50719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50730.542969 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -50730.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50745.792969 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -50745.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50752.546875 Penalty: 2028.722534
	Iteration 16Q: 3 clusters Score -50752.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50775.968750 Penalty: 2028.722534
	Iteration 17Q: 3 clusters Score -50775.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50788.550781 Penalty: 2028.722534
	Iteration 18Q: 3 clusters Score -50788.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50796.996094 Penalty: 2028.722534
	Iteration 19Q: 3 clusters Score -50797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50806.964844 Penalty: 2028.722534
	Iteration 20F: 3 clusters Score -50806.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50812.980469 Penalty: 2028.722534
	Iteration 21Q: 3 clusters Score -50812.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50816.839844 Penalty: 2028.722534
	Iteration 22Q: 3 clusters Score -50816.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50821.007812 Penalty: 2028.722534
	Iteration 23Q: 3 clusters Score -50821.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50824.046875 Penalty: 2028.722534
	Iteration 24Q: 3 clusters Score -50824.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50847.304688 Penalty: 2028.722534
	Iteration 25Q: 3 clusters Score -50847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50852.597656 Penalty: 2028.722534
	Iteration 26Q: 3 clusters Score -50852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50856.937500 Penalty: 2028.722534
	Iteration 27Q: 3 clusters Score -50856.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50858.156250 Penalty: 2028.722534
	Iteration 28Q: 3 clusters Score -50858.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50858.156250 Penalty: 2028.722534
	Iteration 29F: 3 clusters Score -50858.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51035 members 
Mstep: Class 4 contains 93281 members 
Mstep: Class 5 contains 21224 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 79236 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 283 members 
Mstep: Class 11 contains 35702 members 
Mstep: Class 12 contains 71530 members 
Mstep: Class 13 contains 63049 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29146 members 
Entering Unmasked Estep 
Score: -61624232.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61625236.000000 to -61624232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Entering Unmasked Estep 
Score: -4366140.000000 Penalty: 1703.481323
	Iteration 0F: 2 clusters Score -4366140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4342233.500000 Penalty: 3406.962646
	Iteration 0F: 3 clusters Score -4342234 nChanged 16496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4351340.000000 Penalty: 3406.962646
	Iteration 1F: 3 clusters Score -4351340 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -4351916.000000 Penalty: 3406.962646
	Iteration 2Q: 3 clusters Score -4351916 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4352588.500000 Penalty: 3406.962646
	Iteration 3Q: 3 clusters Score -4352588 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4353461.000000 Penalty: 3406.962646
	Iteration 4F: 3 clusters Score -4353461 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4354572.500000 Penalty: 3406.962646
	Iteration 5F: 3 clusters Score -4354572 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4356065.500000 Penalty: 3406.962646
	Iteration 6F: 3 clusters Score -4356066 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4357806.500000 Penalty: 3406.962646
	Iteration 7F: 3 clusters Score -4357806 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4359761.000000 Penalty: 3406.962646
	Iteration 8F: 3 clusters Score -4359761 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4361549.000000 Penalty: 3406.962646
	Iteration 9F: 3 clusters Score -4361549 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4362852.500000 Penalty: 3406.962646
	Iteration 10Q: 3 clusters Score -4362852 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4363652.000000 Penalty: 3406.962646
	Iteration 11Q: 3 clusters Score -4363652 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4364110.500000 Penalty: 3406.962646
	Iteration 12Q: 3 clusters Score -4364110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4364357.500000 Penalty: 3406.962646
	Iteration 13Q: 3 clusters Score -4364358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4364482.500000 Penalty: 3406.962646
	Iteration 14Q: 3 clusters Score -4364482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4364562.000000 Penalty: 3406.962646
	Iteration 15Q: 3 clusters Score -4364562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4364604.500000 Penalty: 3406.962646
	Iteration 16Q: 3 clusters Score -4364604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4364624.500000 Penalty: 3406.962646
	Iteration 17Q: 3 clusters Score -4364624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4364661.500000 Penalty: 3406.962646
	Iteration 18Q: 3 clusters Score -4364662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4364681.500000 Penalty: 3406.962646
	Iteration 19Q: 3 clusters Score -4364682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4364700.500000 Penalty: 3406.962646
	Iteration 20F: 3 clusters Score -4364700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4364708.000000 Penalty: 3406.962646
	Iteration 21Q: 3 clusters Score -4364708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4364715.500000 Penalty: 3406.962646
	Iteration 22Q: 3 clusters Score -4364716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4364726.000000 Penalty: 3406.962646
	Iteration 23Q: 3 clusters Score -4364726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4364727.500000 Penalty: 3406.962646
	Iteration 24Q: 3 clusters Score -4364728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4364728.500000 Penalty: 3406.962646
	Iteration 25Q: 3 clusters Score -4364728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4364732.500000 Penalty: 3406.962646
	Iteration 26Q: 3 clusters Score -4364732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4364732.500000 Penalty: 3406.962646
	Iteration 27F: 3 clusters Score -4364732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Entering Unmasked Estep 
Score: -9151295.000000 Penalty: 1816.404297
	Iteration 0F: 2 clusters Score -9151295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -9104420.000000 Penalty: 3632.808594
	Iteration 0F: 3 clusters Score -9104420 nChanged 34040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9124842.000000 Penalty: 3632.808594
	Iteration 1F: 3 clusters Score -9124842 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -9126246.000000 Penalty: 3632.808594
	Iteration 2Q: 3 clusters Score -9126246 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -9128345.000000 Penalty: 3632.808594
	Iteration 3Q: 3 clusters Score -9128345 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -9131277.000000 Penalty: 3632.808594
	Iteration 4F: 3 clusters Score -9131277 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -9135489.000000 Penalty: 3632.808594
	Iteration 5F: 3 clusters Score -9135489 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9140196.000000 Penalty: 3632.808594
	Iteration 6F: 3 clusters Score -9140196 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -9143745.000000 Penalty: 3632.808594
	Iteration 7F: 3 clusters Score -9143745 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -9145548.000000 Penalty: 3632.808594
	Iteration 8Q: 3 clusters Score -9145548 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -9146390.000000 Penalty: 3632.808594
	Iteration 9Q: 3 clusters Score -9146390 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -9146973.000000 Penalty: 3632.808594
	Iteration 10Q: 3 clusters Score -9146973 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -9147436.000000 Penalty: 3632.808594
	Iteration 11Q: 3 clusters Score -9147436 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -9147729.000000 Penalty: 3632.808594
	Iteration 12Q: 3 clusters Score -9147729 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -9147878.000000 Penalty: 3632.808594
	Iteration 13Q: 3 clusters Score -9147878 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -9148002.000000 Penalty: 3632.808594
	Iteration 14Q: 3 clusters Score -9148002 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -9148115.000000 Penalty: 3632.808594
	Iteration 15Q: 3 clusters Score -9148115 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -9148219.000000 Penalty: 3632.808594
	Iteration 16Q: 3 clusters Score -9148219 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -9148269.000000 Penalty: 3632.808594
	Iteration 17Q: 3 clusters Score -9148269 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -9148298.000000 Penalty: 3632.808594
	Iteration 18Q: 3 clusters Score -9148298 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -9148397.000000 Penalty: 3632.808594
	Iteration 19Q: 3 clusters Score -9148397 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -9148417.000000 Penalty: 3632.808594
	Iteration 20F: 3 clusters Score -9148417 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -9148506.000000 Penalty: 3632.808594
	Iteration 21Q: 3 clusters Score -9148506 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -9148573.000000 Penalty: 3632.808594
	Iteration 22Q: 3 clusters Score -9148573 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -9148607.000000 Penalty: 3632.808594
	Iteration 23Q: 3 clusters Score -9148607 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9148625.000000 Penalty: 3632.808594
	Iteration 24Q: 3 clusters Score -9148625 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -9148607.000000 Penalty: 3632.808594
	Iteration 25Q: 3 clusters Score -9148607 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -9148630.000000 Penalty: 3632.808594
	Iteration 26Q: 3 clusters Score -9148630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -9148673.000000 Penalty: 3632.808594
	Iteration 27Q: 3 clusters Score -9148673 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -9148743.000000 Penalty: 3632.808594
	Iteration 28Q: 3 clusters Score -9148743 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -9148814.000000 Penalty: 3632.808594
	Iteration 29Q: 3 clusters Score -9148814 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -9148845.000000 Penalty: 3632.808594
	Iteration 30Q: 3 clusters Score -9148845 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -9148917.000000 Penalty: 3632.808594
	Iteration 31Q: 3 clusters Score -9148917 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -9148972.000000 Penalty: 3632.808594
	Iteration 32Q: 3 clusters Score -9148972 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -9149055.000000 Penalty: 3632.808594
	Iteration 33Q: 3 clusters Score -9149055 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -9149144.000000 Penalty: 3632.808594
	Iteration 34Q: 3 clusters Score -9149144 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9149228.000000 Penalty: 3632.808594
	Iteration 35Q: 3 clusters Score -9149228 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -9149261.000000 Penalty: 3632.808594
	Iteration 36Q: 3 clusters Score -9149261 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -9149306.000000 Penalty: 3632.808594
	Iteration 37Q: 3 clusters Score -9149306 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -9149393.000000 Penalty: 3632.808594
	Iteration 38Q: 3 clusters Score -9149393 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -9149450.000000 Penalty: 3632.808594
	Iteration 39Q: 3 clusters Score -9149450 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -9149475.000000 Penalty: 3632.808594
	Iteration 40F: 3 clusters Score -9149475 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -9149536.000000 Penalty: 3632.808594
	Iteration 41Q: 3 clusters Score -9149536 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -9149582.000000 Penalty: 3632.808594
	Iteration 42Q: 3 clusters Score -9149582 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -9149631.000000 Penalty: 3632.808594
	Iteration 43Q: 3 clusters Score -9149631 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -9149658.000000 Penalty: 3632.808594
	Iteration 44Q: 3 clusters Score -9149658 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -9149703.000000 Penalty: 3632.808594
	Iteration 45Q: 3 clusters Score -9149703 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -9149793.000000 Penalty: 3632.808594
	Iteration 46Q: 3 clusters Score -9149793 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -9149868.000000 Penalty: 3632.808594
	Iteration 47Q: 3 clusters Score -9149868 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -9149889.000000 Penalty: 3632.808594
	Iteration 48Q: 3 clusters Score -9149889 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -9149960.000000 Penalty: 3632.808594
	Iteration 49Q: 3 clusters Score -9149960 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9150026 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -9150077.000000 Penalty: 3632.808594
	Iteration 51Q: 3 clusters Score -9150077 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -9150111.000000 Penalty: 3632.808594
	Iteration 52Q: 3 clusters Score -9150111 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -9150228.000000 Penalty: 3632.808594
	Iteration 53Q: 3 clusters Score -9150228 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9150279.000000 Penalty: 3632.808594
	Iteration 54Q: 3 clusters Score -9150279 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9150351.000000 Penalty: 3632.808594
	Iteration 55Q: 3 clusters Score -9150351 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -9150362.000000 Penalty: 3632.808594
	Iteration 56Q: 3 clusters Score -9150362 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -9150432.000000 Penalty: 3632.808594
	Iteration 57Q: 3 clusters Score -9150432 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -9150470.000000 Penalty: 3632.808594
	Iteration 58Q: 3 clusters Score -9150470 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -9150501.000000 Penalty: 3632.808594
	Iteration 59Q: 3 clusters Score -9150501 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9150578.000000 Penalty: 3632.808594
	Iteration 60F: 3 clusters Score -9150578 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -9150583.000000 Penalty: 3632.808594
	Iteration 61Q: 3 clusters Score -9150583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -9150611.000000 Penalty: 3632.808594
	Iteration 62Q: 3 clusters Score -9150611 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -9150626.000000 Penalty: 3632.808594
	Iteration 63Q: 3 clusters Score -9150626 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -9150627.000000 Penalty: 3632.808594
	Iteration 64Q: 3 clusters Score -9150627 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -9150671.000000 Penalty: 3632.808594
	Iteration 65Q: 3 clusters Score -9150671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -9150705.000000 Penalty: 3632.808594
	Iteration 66Q: 3 clusters Score -9150705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -9150699.000000 Penalty: 3632.808594
	Iteration 67Q: 3 clusters Score -9150699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -9150736.000000 Penalty: 3632.808594
	Iteration 68Q: 3 clusters Score -9150736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -9150742.000000 Penalty: 3632.808594
	Iteration 69Q: 3 clusters Score -9150742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9150755.000000 Penalty: 3632.808594
	Iteration 70Q: 3 clusters Score -9150755 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -9150765.000000 Penalty: 3632.808594
	Iteration 71Q: 3 clusters Score -9150765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -9150807.000000 Penalty: 3632.808594
	Iteration 72Q: 3 clusters Score -9150807 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9150815.000000 Penalty: 3632.808594
	Iteration 73Q: 3 clusters Score -9150815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -9150836.000000 Penalty: 3632.808594
	Iteration 74Q: 3 clusters Score -9150836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9150842.000000 Penalty: 3632.808594
	Iteration 75Q: 3 clusters Score -9150842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -9150857.000000 Penalty: 3632.808594
	Iteration 76Q: 3 clusters Score -9150857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9150856.000000 Penalty: 3632.808594
	Iteration 77Q: 3 clusters Score -9150856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9150879.000000 Penalty: 3632.808594
	Iteration 78Q: 3 clusters Score -9150879 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -9150883.000000 Penalty: 3632.808594
	Iteration 79Q: 3 clusters Score -9150883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -9150900.000000 Penalty: 3632.808594
	Iteration 80F: 3 clusters Score -9150900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9150922.000000 Penalty: 3632.808594
	Iteration 81Q: 3 clusters Score -9150922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -9150936.000000 Penalty: 3632.808594
	Iteration 82Q: 3 clusters Score -9150936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9150937.000000 Penalty: 3632.808594
	Iteration 83Q: 3 clusters Score -9150937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -9150940.000000 Penalty: 3632.808594
	Iteration 84Q: 3 clusters Score -9150940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -9150950.000000 Penalty: 3632.808594
	Iteration 85Q: 3 clusters Score -9150950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -9150945.000000 Penalty: 3632.808594
	Iteration 86Q: 3 clusters Score -9150945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -9150947.000000 Penalty: 3632.808594
	Iteration 87Q: 3 clusters Score -9150947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -9150930.000000 Penalty: 3632.808594
	Iteration 88Q: 3 clusters Score -9150930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -9150936.000000 Penalty: 3632.808594
	Iteration 89Q: 3 clusters Score -9150936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -9150935.000000 Penalty: 3632.808594
	Iteration 90Q: 3 clusters Score -9150935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9150931.000000 Penalty: 3632.808594
	Iteration 91Q: 3 clusters Score -9150931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9150934.000000 Penalty: 3632.808594
	Iteration 92Q: 3 clusters Score -9150934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -9150937.000000 Penalty: 3632.808594
	Iteration 93Q: 3 clusters Score -9150937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9150935.000000 Penalty: 3632.808594
	Iteration 94Q: 3 clusters Score -9150935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -9150931.000000 Penalty: 3632.808594
	Iteration 95Q: 3 clusters Score -9150931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -9150915.000000 Penalty: 3632.808594
	Iteration 96Q: 3 clusters Score -9150915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -9150913.000000 Penalty: 3632.808594
	Iteration 97Q: 3 clusters Score -9150913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9150900.000000 Penalty: 3632.808594
	Iteration 98Q: 3 clusters Score -9150900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -9150895.000000 Penalty: 3632.808594
	Iteration 99Q: 3 clusters Score -9150895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -9150903.000000 Penalty: 3632.808594
	Iteration 100F: 3 clusters Score -9150903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9150909.000000 Penalty: 3632.808594
	Iteration 101Q: 3 clusters Score -9150909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -9150902.000000 Penalty: 3632.808594
	Iteration 102Q: 3 clusters Score -9150902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9150905.000000 Penalty: 3632.808594
	Iteration 103Q: 3 clusters Score -9150905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9150918.000000 Penalty: 3632.808594
	Iteration 104Q: 3 clusters Score -9150918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9150916.000000 Penalty: 3632.808594
	Iteration 105Q: 3 clusters Score -9150916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9150909.000000 Penalty: 3632.808594
	Iteration 106Q: 3 clusters Score -9150909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9150927.000000 Penalty: 3632.808594
	Iteration 107Q: 3 clusters Score -9150927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -9150920.000000 Penalty: 3632.808594
	Iteration 108Q: 3 clusters Score -9150920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -9150924.000000 Penalty: 3632.808594
	Iteration 109Q: 3 clusters Score -9150924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9150916.000000 Penalty: 3632.808594
	Iteration 110Q: 3 clusters Score -9150916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9150919.000000 Penalty: 3632.808594
	Iteration 111Q: 3 clusters Score -9150919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -9150922.000000 Penalty: 3632.808594
	Iteration 112Q: 3 clusters Score -9150922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9150922.000000 Penalty: 3632.808594
	Iteration 113Q: 3 clusters Score -9150922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9150922.000000 Penalty: 3632.808594
	Iteration 114F: 3 clusters Score -9150922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Entering Unmasked Estep 
Score: -8029422.000000 Penalty: 1795.895874
	Iteration 0F: 2 clusters Score -8029422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -7987673.000000 Penalty: 3591.791748
	Iteration 0F: 3 clusters Score -7987673 nChanged 29746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8004939.500000 Penalty: 3591.791748
	Iteration 1F: 3 clusters Score -8004940 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -8005869.500000 Penalty: 3591.791748
	Iteration 2Q: 3 clusters Score -8005870 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8007048.000000 Penalty: 3591.791748
	Iteration 3Q: 3 clusters Score -8007048 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -8008707.000000 Penalty: 3591.791748
	Iteration 4F: 3 clusters Score -8008707 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8011007.000000 Penalty: 3591.791748
	Iteration 5F: 3 clusters Score -8011007 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8014032.500000 Penalty: 3591.791748
	Iteration 6F: 3 clusters Score -8014032 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -8017401.500000 Penalty: 3591.791748
	Iteration 7F: 3 clusters Score -8017402 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -8020602.500000 Penalty: 3591.791748
	Iteration 8F: 3 clusters Score -8020602 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -8023312.500000 Penalty: 3591.791748
	Iteration 9F: 3 clusters Score -8023312 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -8025388.000000 Penalty: 3591.791748
	Iteration 10Q: 3 clusters Score -8025388 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -8026642.000000 Penalty: 3591.791748
	Iteration 11Q: 3 clusters Score -8026642 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8027289.000000 Penalty: 3591.791748
	Iteration 12Q: 3 clusters Score -8027289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8027587.500000 Penalty: 3591.791748
	Iteration 13Q: 3 clusters Score -8027588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -8027710.500000 Penalty: 3591.791748
	Iteration 14Q: 3 clusters Score -8027710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -8027752.500000 Penalty: 3591.791748
	Iteration 15Q: 3 clusters Score -8027752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -8027787.000000 Penalty: 3591.791748
	Iteration 16Q: 3 clusters Score -8027787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -8027801.000000 Penalty: 3591.791748
	Iteration 17Q: 3 clusters Score -8027801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -8027819.000000 Penalty: 3591.791748
	Iteration 18Q: 3 clusters Score -8027819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -8027838.500000 Penalty: 3591.791748
	Iteration 19Q: 3 clusters Score -8027838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -8027848.000000 Penalty: 3591.791748
	Iteration 20F: 3 clusters Score -8027848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8027857.000000 Penalty: 3591.791748
	Iteration 21Q: 3 clusters Score -8027857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -8027864.500000 Penalty: 3591.791748
	Iteration 22Q: 3 clusters Score -8027864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8027869.500000 Penalty: 3591.791748
	Iteration 23Q: 3 clusters Score -8027870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8027869.500000 Penalty: 3591.791748
	Iteration 24F: 3 clusters Score -8027870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -67441.304688 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -67441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66308.710938 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -66308.71 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66484.804688 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -66484.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66578.492188 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -66578.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66626.906250 Penalty: 2074.639648
	Iteration 3F: 3 clusters Score -66626.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66677.984375 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -66677.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66741.609375 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -66741.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66787.171875 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -66787.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66817.062500 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -66817.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66827.093750 Penalty: 2074.639648
	Iteration 8Q: 3 clusters Score -66827.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66828.023438 Penalty: 2074.639648
	Iteration 9Q: 3 clusters Score -66828.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66828.890625 Penalty: 2074.639648
	Iteration 10Q: 3 clusters Score -66828.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66828.890625 Penalty: 2074.639648
	Iteration 11F: 3 clusters Score -66828.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -27588.714844 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -27588.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26833.794922 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -26833.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27014.599609 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -27014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27082.830078 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -27082.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27197.103516 Penalty: 1832.465332
	Iteration 3F: 3 clusters Score -27197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27317.244141 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -27317.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27430.015625 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -27430.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27495.660156 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -27495.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27517.806641 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -27517.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27519.851562 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -27519.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27519.851562 Penalty: 1832.465332
	Iteration 9F: 3 clusters Score -27519.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18295.128906 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18295.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17607.273438 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17607.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17758.671875 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17758.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17834.644531 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -17834.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17910.972656 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17910.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17973.650391 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17973.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18017.083984 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -18017.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18073.074219 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -18073.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18075.888672 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -18075.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18084.439453 Penalty: 1703.567749
	Iteration 8Q: 3 clusters Score -18084.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18084.439453 Penalty: 1703.567749
	Iteration 9F: 3 clusters Score -18084.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -502181.531250 Penalty: 1358.891357
	Iteration 0F: 2 clusters Score -502181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -498655.250000 Penalty: 2717.782715
	Iteration 0F: 3 clusters Score -498655.2 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -499702.218750 Penalty: 2717.782715
	Iteration 1F: 3 clusters Score -499702.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -499925.031250 Penalty: 2717.782715
	Iteration 2F: 3 clusters Score -499925 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -500130.031250 Penalty: 2717.782715
	Iteration 3F: 3 clusters Score -500130 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -500321.687500 Penalty: 2717.782715
	Iteration 4F: 3 clusters Score -500321.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -500508.062500 Penalty: 2717.782715
	Iteration 5F: 3 clusters Score -500508.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500674.718750 Penalty: 2717.782715
	Iteration 6Q: 3 clusters Score -500674.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -500795.812500 Penalty: 2717.782715
	Iteration 7Q: 3 clusters Score -500795.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -500867.812500 Penalty: 2717.782715
	Iteration 8Q: 3 clusters Score -500867.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -500927.000000 Penalty: 2717.782715
	Iteration 9Q: 3 clusters Score -500927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -500971.125000 Penalty: 2717.782715
	Iteration 10Q: 3 clusters Score -500971.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -501010.625000 Penalty: 2717.782715
	Iteration 11Q: 3 clusters Score -501010.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -501041.687500 Penalty: 2717.782715
	Iteration 12Q: 3 clusters Score -501041.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -501071.156250 Penalty: 2717.782715
	Iteration 13Q: 3 clusters Score -501071.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -501092.562500 Penalty: 2717.782715
	Iteration 14Q: 3 clusters Score -501092.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -501107.031250 Penalty: 2717.782715
	Iteration 15Q: 3 clusters Score -501107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -501115.687500 Penalty: 2717.782715
	Iteration 16Q: 3 clusters Score -501115.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -501121.937500 Penalty: 2717.782715
	Iteration 17Q: 3 clusters Score -501121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -501125.437500 Penalty: 2717.782715
	Iteration 18Q: 3 clusters Score -501125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -501128.281250 Penalty: 2717.782715
	Iteration 19Q: 3 clusters Score -501128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -501132.468750 Penalty: 2717.782715
	Iteration 20F: 3 clusters Score -501132.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -501136.843750 Penalty: 2717.782715
	Iteration 21Q: 3 clusters Score -501136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -501141.250000 Penalty: 2717.782715
	Iteration 22Q: 3 clusters Score -501141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -501143.781250 Penalty: 2717.782715
	Iteration 23Q: 3 clusters Score -501143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -501144.937500 Penalty: 2717.782715
	Iteration 24Q: 3 clusters Score -501144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -501146.656250 Penalty: 2717.782715
	Iteration 25Q: 3 clusters Score -501146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -501148.000000 Penalty: 2717.782715
	Iteration 26Q: 3 clusters Score -501148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -501148.875000 Penalty: 2717.782715
	Iteration 27Q: 3 clusters Score -501148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -501150.312500 Penalty: 2717.782715
	Iteration 28Q: 3 clusters Score -501150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -501154.437500 Penalty: 2717.782715
	Iteration 29Q: 3 clusters Score -501154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -501158.937500 Penalty: 2717.782715
	Iteration 30Q: 3 clusters Score -501158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -501161.781250 Penalty: 2717.782715
	Iteration 31Q: 3 clusters Score -501161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -501162.531250 Penalty: 2717.782715
	Iteration 32Q: 3 clusters Score -501162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -501163.406250 Penalty: 2717.782715
	Iteration 33Q: 3 clusters Score -501163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -501164.312500 Penalty: 2717.782715
	Iteration 34Q: 3 clusters Score -501164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -501165.968750 Penalty: 2717.782715
	Iteration 35Q: 3 clusters Score -501166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -501165.875000 Penalty: 2717.782715
	Iteration 36Q: 3 clusters Score -501165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -501167.500000 Penalty: 2717.782715
	Iteration 37Q: 3 clusters Score -501167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -501166.875000 Penalty: 2717.782715
	Iteration 38Q: 3 clusters Score -501166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -501166.875000 Penalty: 2717.782715
	Iteration 39F: 3 clusters Score -501166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -124757.695312 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -124757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123304.054688 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -123304.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123570.781250 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -123570.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123645.656250 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -123645.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123667.484375 Penalty: 2242.409912
	Iteration 3Q: 3 clusters Score -123667.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123681.953125 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -123682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123694.382812 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -123694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123701.781250 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -123701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123707.226562 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -123707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -123709.546875 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -123709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123710.898438 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -123710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123713.539062 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -123713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123714.570312 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -123714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123717.023438 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -123717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123718.914062 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -123718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123718.914062 Penalty: 2242.409912
	Iteration 14F: 3 clusters Score -123718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Entering Unmasked Estep 
Score: -3710675.500000 Penalty: 1670.511841
	Iteration 0F: 2 clusters Score -3710676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3691040.500000 Penalty: 3341.023682
	Iteration 0F: 3 clusters Score -3691040 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3698355.500000 Penalty: 3341.023682
	Iteration 1F: 3 clusters Score -3698356 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3698798.000000 Penalty: 3341.023682
	Iteration 2Q: 3 clusters Score -3698798 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3699250.250000 Penalty: 3341.023682
	Iteration 3Q: 3 clusters Score -3699250 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3699749.000000 Penalty: 3341.023682
	Iteration 4Q: 3 clusters Score -3699749 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3700344.000000 Penalty: 3341.023682
	Iteration 5Q: 3 clusters Score -3700344 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3701057.000000 Penalty: 3341.023682
	Iteration 6F: 3 clusters Score -3701057 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3702013.000000 Penalty: 3341.023682
	Iteration 7F: 3 clusters Score -3702013 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3703154.250000 Penalty: 3341.023682
	Iteration 8F: 3 clusters Score -3703154 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3704574.250000 Penalty: 3341.023682
	Iteration 9F: 3 clusters Score -3704574 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3706159.250000 Penalty: 3341.023682
	Iteration 10F: 3 clusters Score -3706159 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3707377.500000 Penalty: 3341.023682
	Iteration 11Q: 3 clusters Score -3707378 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3707902.500000 Penalty: 3341.023682
	Iteration 12Q: 3 clusters Score -3707902 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3708075.250000 Penalty: 3341.023682
	Iteration 13Q: 3 clusters Score -3708075 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3708144.000000 Penalty: 3341.023682
	Iteration 14Q: 3 clusters Score -3708144 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3708178.750000 Penalty: 3341.023682
	Iteration 15Q: 3 clusters Score -3708179 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3708195.250000 Penalty: 3341.023682
	Iteration 16Q: 3 clusters Score -3708195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3708214.000000 Penalty: 3341.023682
	Iteration 17Q: 3 clusters Score -3708214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3708225.000000 Penalty: 3341.023682
	Iteration 18Q: 3 clusters Score -3708225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3708238.250000 Penalty: 3341.023682
	Iteration 19Q: 3 clusters Score -3708238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3708251.500000 Penalty: 3341.023682
	Iteration 20F: 3 clusters Score -3708252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3708259.250000 Penalty: 3341.023682
	Iteration 21Q: 3 clusters Score -3708259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3708261.750000 Penalty: 3341.023682
	Iteration 22Q: 3 clusters Score -3708262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3708272.000000 Penalty: 3341.023682
	Iteration 23Q: 3 clusters Score -3708272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3708274.000000 Penalty: 3341.023682
	Iteration 24Q: 3 clusters Score -3708274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3708266.750000 Penalty: 3341.023682
	Iteration 25Q: 3 clusters Score -3708267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3708267.250000 Penalty: 3341.023682
	Iteration 26Q: 3 clusters Score -3708267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3708278.250000 Penalty: 3341.023682
	Iteration 27Q: 3 clusters Score -3708278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3708279.250000 Penalty: 3341.023682
	Iteration 28Q: 3 clusters Score -3708279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3708274.750000 Penalty: 3341.023682
	Iteration 29Q: 3 clusters Score -3708275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3708271.250000 Penalty: 3341.023682
	Iteration 30Q: 3 clusters Score -3708271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3708280.250000 Penalty: 3341.023682
	Iteration 31Q: 3 clusters Score -3708280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3708278.250000 Penalty: 3341.023682
	Iteration 32Q: 3 clusters Score -3708278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3708281.750000 Penalty: 3341.023682
	Iteration 33Q: 3 clusters Score -3708282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3708285.250000 Penalty: 3341.023682
	Iteration 34Q: 3 clusters Score -3708285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3708281.750000 Penalty: 3341.023682
	Iteration 35Q: 3 clusters Score -3708282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3708285.750000 Penalty: 3341.023682
	Iteration 36Q: 3 clusters Score -3708286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3708288.250000 Penalty: 3341.023682
	Iteration 37Q: 3 clusters Score -3708288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3708286.000000 Penalty: 3341.023682
	Iteration 38Q: 3 clusters Score -3708286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3708286.250000 Penalty: 3341.023682
	Iteration 39Q: 3 clusters Score -3708286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3708289.000000 Penalty: 3341.023682
	Iteration 40F: 3 clusters Score -3708289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3708293.250000 Penalty: 3341.023682
	Iteration 41Q: 3 clusters Score -3708293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3708291.000000 Penalty: 3341.023682
	Iteration 42Q: 3 clusters Score -3708291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3708289.250000 Penalty: 3341.023682
	Iteration 43Q: 3 clusters Score -3708289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3708285.250000 Penalty: 3341.023682
	Iteration 44Q: 3 clusters Score -3708285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3708286.000000 Penalty: 3341.023682
	Iteration 45Q: 3 clusters Score -3708286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3708289.000000 Penalty: 3341.023682
	Iteration 46Q: 3 clusters Score -3708289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3708292.750000 Penalty: 3341.023682
	Iteration 47Q: 3 clusters Score -3708293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3708291.000000 Penalty: 3341.023682
	Iteration 48Q: 3 clusters Score -3708291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3708288.500000 Penalty: 3341.023682
	Iteration 49Q: 3 clusters Score -3708288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3708291.250000 Penalty: 3341.023682
	Iteration 50Q: 3 clusters Score -3708291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3708288.500000 Penalty: 3341.023682
	Iteration 51Q: 3 clusters Score -3708288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3708289.250000 Penalty: 3341.023682
	Iteration 52Q: 3 clusters Score -3708289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3708290.250000 Penalty: 3341.023682
	Iteration 53Q: 3 clusters Score -3708290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3708289.500000 Penalty: 3341.023682
	Iteration 54Q: 3 clusters Score -3708290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3708289.500000 Penalty: 3341.023682
	Iteration 55F: 3 clusters Score -3708290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 51035 members 
Mstep: Class 4 contains 93281 members 
Mstep: Class 5 contains 21224 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 79236 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35702 members 
Mstep: Class 12 contains 71530 members 
Mstep: Class 13 contains 63049 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 199Q: 20 clusters Score -6.162524e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 51032 members 
Mstep: Class 4 contains 93319 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 27858 members 
Mstep: Class 8 contains 79235 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 71518 members 
Mstep: Class 13 contains 63038 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625200.000000 Penalty: 40476.707031
Iteration 200F: 20 clusters Score -6.16252e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51023 members 
Mstep: Class 4 contains 93344 members 
Mstep: Class 5 contains 21217 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 79243 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35701 members 
Mstep: Class 12 contains 71501 members 
Mstep: Class 13 contains 63033 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 20 clusters Score -6.162519e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51016 members 
Mstep: Class 4 contains 93353 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 8151 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 79254 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35707 members 
Mstep: Class 12 contains 71479 members 
Mstep: Class 13 contains 63030 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29145 members 
Entering Unmasked Estep 
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Iteration 202Q: 20 clusters Score -6.162524e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 93362 members 
Mstep: Class 5 contains 21221 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 79272 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35711 members 
Mstep: Class 12 contains 71447 members 
Mstep: Class 13 contains 63029 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29144 members 
Entering Unmasked Estep 
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Iteration 203Q: 20 clusters Score -6.162524e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 21219 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79267 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35719 members 
Mstep: Class 12 contains 71418 members 
Mstep: Class 13 contains 63029 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
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Iteration 204Q: 20 clusters Score -6.16252e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51007 members 
Mstep: Class 4 contains 93383 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79261 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35716 members 
Mstep: Class 12 contains 71393 members 
Mstep: Class 13 contains 63033 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 29154 members 
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Iteration 205Q: 20 clusters Score -6.162531e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51005 members 
Mstep: Class 4 contains 93385 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 7 contains 27870 members 
Mstep: Class 8 contains 79262 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35714 members 
Mstep: Class 12 contains 71375 members 
Mstep: Class 13 contains 63034 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
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Iteration 206Q: 20 clusters Score -6.162532e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51008 members 
Mstep: Class 4 contains 93394 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 79263 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35712 members 
Mstep: Class 12 contains 71355 members 
Mstep: Class 13 contains 63028 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 29158 members 
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Iteration 207Q: 20 clusters Score -6.162528e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 93398 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 27883 members 
Mstep: Class 8 contains 79265 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35708 members 
Mstep: Class 12 contains 71329 members 
Mstep: Class 13 contains 63029 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 29156 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -6.162524e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51008 members 
Mstep: Class 4 contains 93412 members 
Mstep: Class 5 contains 21212 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 79275 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35701 members 
Mstep: Class 12 contains 71318 members 
Mstep: Class 13 contains 63024 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29159 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -6.162525e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51013 members 
Mstep: Class 4 contains 93415 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 79294 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 71296 members 
Mstep: Class 13 contains 63018 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29160 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -6.162525e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 93408 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 79313 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 71280 members 
Mstep: Class 13 contains 63013 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29159 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -6.162523e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 51012 members 
Mstep: Class 4 contains 93408 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 79313 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35699 members 
Mstep: Class 12 contains 71275 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29159 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -6.16253e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 51012 members 
Mstep: Class 4 contains 93400 members 
Mstep: Class 5 contains 21216 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 79324 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35693 members 
Mstep: Class 12 contains 71266 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29162 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -6.162524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51010 members 
Mstep: Class 4 contains 93388 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 8247 members 
Mstep: Class 7 contains 27897 members 
Mstep: Class 8 contains 79345 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35690 members 
Mstep: Class 12 contains 71251 members 
Mstep: Class 13 contains 63005 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29163 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -6.16252e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 51013 members 
Mstep: Class 4 contains 93368 members 
Mstep: Class 5 contains 21215 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 27894 members 
Mstep: Class 8 contains 79355 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35686 members 
Mstep: Class 12 contains 71249 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29167 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -6.162526e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51014 members 
Mstep: Class 4 contains 93354 members 
Mstep: Class 5 contains 21215 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 27894 members 
Mstep: Class 8 contains 79357 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35680 members 
Mstep: Class 12 contains 71251 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29172 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -6.16252e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 93364 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 8277 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 79356 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35676 members 
Mstep: Class 12 contains 71257 members 
Mstep: Class 13 contains 62992 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29170 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -6.162522e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 51007 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 8283 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 79370 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35668 members 
Mstep: Class 12 contains 71257 members 
Mstep: Class 13 contains 62985 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29171 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -6.16252e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50995 members 
Mstep: Class 4 contains 93368 members 
Mstep: Class 5 contains 21208 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 79384 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35665 members 
Mstep: Class 12 contains 71267 members 
Mstep: Class 13 contains 62975 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29170 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -6.16252e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50985 members 
Mstep: Class 4 contains 93359 members 
Mstep: Class 5 contains 21207 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 79416 members 
Mstep: Class 9 contains 217 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35662 members 
Mstep: Class 12 contains 71265 members 
Mstep: Class 13 contains 62962 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29168 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -6.162524e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50976 members 
Mstep: Class 4 contains 93359 members 
Mstep: Class 5 contains 21204 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 27883 members 
Mstep: Class 8 contains 79447 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35657 members 
Mstep: Class 12 contains 71264 members 
Mstep: Class 13 contains 62955 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29164 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -6.162509e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50970 members 
Mstep: Class 4 contains 93377 members 
Mstep: Class 5 contains 21204 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 27882 members 
Mstep: Class 8 contains 79463 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35648 members 
Mstep: Class 12 contains 71263 members 
Mstep: Class 13 contains 62934 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29164 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -6.162502e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50973 members 
Mstep: Class 4 contains 93407 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 27880 members 
Mstep: Class 8 contains 79469 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35641 members 
Mstep: Class 12 contains 71254 members 
Mstep: Class 13 contains 62919 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29160 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -6.162504e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50979 members 
Mstep: Class 4 contains 93422 members 
Mstep: Class 5 contains 21201 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 79474 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35642 members 
Mstep: Class 12 contains 71238 members 
Mstep: Class 13 contains 62907 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29155 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -6.162508e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50976 members 
Mstep: Class 4 contains 93421 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 27876 members 
Mstep: Class 8 contains 79481 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35639 members 
Mstep: Class 12 contains 71227 members 
Mstep: Class 13 contains 62906 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29157 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -6.162508e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50969 members 
Mstep: Class 4 contains 93418 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 27876 members 
Mstep: Class 8 contains 79486 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35640 members 
Mstep: Class 12 contains 71231 members 
Mstep: Class 13 contains 62904 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 29155 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -6.162508e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50970 members 
Mstep: Class 4 contains 93419 members 
Mstep: Class 5 contains 21201 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 79467 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35640 members 
Mstep: Class 12 contains 71242 members 
Mstep: Class 13 contains 62905 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29154 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -6.162512e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50966 members 
Mstep: Class 4 contains 93420 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 27871 members 
Mstep: Class 8 contains 79456 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35640 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62906 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29157 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -6.162506e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50958 members 
Mstep: Class 4 contains 93423 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79454 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35639 members 
Mstep: Class 12 contains 71249 members 
Mstep: Class 13 contains 62910 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29160 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -6.16251e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50949 members 
Mstep: Class 4 contains 93421 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79463 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35638 members 
Mstep: Class 12 contains 71254 members 
Mstep: Class 13 contains 62906 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29157 members 
Entering Unmasked Estep 
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Score: -61625036.000000 Penalty: 40476.707031
Iteration 230Q: 20 clusters Score -6.162504e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50945 members 
Mstep: Class 4 contains 93414 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 79465 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35637 members 
Mstep: Class 12 contains 71258 members 
Mstep: Class 13 contains 62904 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625012.000000 Penalty: 40476.707031
Iteration 231Q: 20 clusters Score -6.162501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 50944 members 
Mstep: Class 4 contains 93409 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79475 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35639 members 
Mstep: Class 12 contains 71269 members 
Mstep: Class 13 contains 62897 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625068.000000 Penalty: 40476.707031
Iteration 232Q: 20 clusters Score -6.162507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 50938 members 
Mstep: Class 4 contains 93406 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 27856 members 
Mstep: Class 8 contains 79501 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35638 members 
Mstep: Class 12 contains 71267 members 
Mstep: Class 13 contains 62897 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625060.000000 Penalty: 40476.707031
Iteration 233Q: 20 clusters Score -6.162506e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50937 members 
Mstep: Class 4 contains 93404 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 27850 members 
Mstep: Class 8 contains 79518 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35641 members 
Mstep: Class 12 contains 71259 members 
Mstep: Class 13 contains 62897 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625040.000000 Penalty: 40476.707031
Iteration 234Q: 20 clusters Score -6.162504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50934 members 
Mstep: Class 4 contains 93397 members 
Mstep: Class 5 contains 21195 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 27848 members 
Mstep: Class 8 contains 79540 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71258 members 
Mstep: Class 13 contains 62895 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625032.000000 Penalty: 40476.707031
Iteration 235Q: 20 clusters Score -6.162503e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50931 members 
Mstep: Class 4 contains 93390 members 
Mstep: Class 5 contains 21194 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 27847 members 
Mstep: Class 8 contains 79550 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71261 members 
Mstep: Class 13 contains 62892 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625040.000000 Penalty: 40476.707031
Iteration 236Q: 20 clusters Score -6.162504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50925 members 
Mstep: Class 4 contains 93381 members 
Mstep: Class 5 contains 21196 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 27849 members 
Mstep: Class 8 contains 79555 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71263 members 
Mstep: Class 13 contains 62895 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625056.000000 Penalty: 40476.707031
Iteration 237Q: 20 clusters Score -6.162506e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50920 members 
Mstep: Class 4 contains 93374 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 27852 members 
Mstep: Class 8 contains 79571 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35648 members 
Mstep: Class 12 contains 71256 members 
Mstep: Class 13 contains 62891 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 238Q: 20 clusters Score -6.162515e+07 nChanged 57
Entering ConstructFrom: 
Score: -61625148.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -166321.609375 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -166321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164614.468750 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -164614.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -164957.140625 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -164957.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165046.390625 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -165046.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165080.718750 Penalty: 2353.211182
	Iteration 3Q: 3 clusters Score -165080.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165101.656250 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -165101.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165118.875000 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -165118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165138.625000 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -165138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165152.546875 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -165152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165164.187500 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -165164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165175.796875 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -165175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165184.703125 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -165184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165188.828125 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -165188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165191.203125 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -165191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165192.828125 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -165192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -165193.312500 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -165193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165194.734375 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -165194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165196.218750 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -165196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -165197.734375 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -165197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165199.781250 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -165199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165202.843750 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -165202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165205.156250 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -165205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165207.078125 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -165207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165208.140625 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -165208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165209.015625 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -165209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165209.671875 Penalty: 2353.211182
	Iteration 24Q: 3 clusters Score -165209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165209.671875 Penalty: 2353.211182
	Iteration 25F: 3 clusters Score -165209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -629957.125000 Penalty: 1383.913818
	Iteration 0F: 2 clusters Score -629957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -625925.625000 Penalty: 2767.827637
	Iteration 0F: 3 clusters Score -625925.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -627096.062500 Penalty: 2767.827637
	Iteration 1F: 3 clusters Score -627096.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -627272.250000 Penalty: 2767.827637
	Iteration 2F: 3 clusters Score -627272.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -627381.750000 Penalty: 2767.827637
	Iteration 3F: 3 clusters Score -627381.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -627462.625000 Penalty: 2767.827637
	Iteration 4Q: 3 clusters Score -627462.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -627548.250000 Penalty: 2767.827637
	Iteration 5Q: 3 clusters Score -627548.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -627638.125000 Penalty: 2767.827637
	Iteration 6Q: 3 clusters Score -627638.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -627727.687500 Penalty: 2767.827637
	Iteration 7Q: 3 clusters Score -627727.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -627819.562500 Penalty: 2767.827637
	Iteration 8Q: 3 clusters Score -627819.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -627937.500000 Penalty: 2767.827637
	Iteration 9Q: 3 clusters Score -627937.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -628087.062500 Penalty: 2767.827637
	Iteration 10Q: 3 clusters Score -628087.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -628235.312500 Penalty: 2767.827637
	Iteration 11Q: 3 clusters Score -628235.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -628393.687500 Penalty: 2767.827637
	Iteration 12Q: 3 clusters Score -628393.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -628534.250000 Penalty: 2767.827637
	Iteration 13Q: 3 clusters Score -628534.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -628642.500000 Penalty: 2767.827637
	Iteration 14Q: 3 clusters Score -628642.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -628713.687500 Penalty: 2767.827637
	Iteration 15Q: 3 clusters Score -628713.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -628758.187500 Penalty: 2767.827637
	Iteration 16Q: 3 clusters Score -628758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -628790.000000 Penalty: 2767.827637
	Iteration 17Q: 3 clusters Score -628790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -628810.437500 Penalty: 2767.827637
	Iteration 18Q: 3 clusters Score -628810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -628827.312500 Penalty: 2767.827637
	Iteration 19Q: 3 clusters Score -628827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -628841.875000 Penalty: 2767.827637
	Iteration 20F: 3 clusters Score -628841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -628844.875000 Penalty: 2767.827637
	Iteration 21Q: 3 clusters Score -628844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -628845.812500 Penalty: 2767.827637
	Iteration 22Q: 3 clusters Score -628845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -628848.250000 Penalty: 2767.827637
	Iteration 23Q: 3 clusters Score -628848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -628850.875000 Penalty: 2767.827637
	Iteration 24Q: 3 clusters Score -628850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -628855.687500 Penalty: 2767.827637
	Iteration 25Q: 3 clusters Score -628855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -628858.687500 Penalty: 2767.827637
	Iteration 26Q: 3 clusters Score -628858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -628865.000000 Penalty: 2767.827637
	Iteration 27Q: 3 clusters Score -628865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -628869.187500 Penalty: 2767.827637
	Iteration 28Q: 3 clusters Score -628869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -628870.562500 Penalty: 2767.827637
	Iteration 29Q: 3 clusters Score -628870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -628870.562500 Penalty: 2767.827637
	Iteration 30F: 3 clusters Score -628870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Entering Unmasked Estep 
Score: -6488624.000000 Penalty: 1761.167114
	Iteration 0F: 2 clusters Score -6488624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6454548.000000 Penalty: 3522.334229
	Iteration 0F: 3 clusters Score -6454548 nChanged 23854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6468116.500000 Penalty: 3522.334229
	Iteration 1F: 3 clusters Score -6468116 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6468555.500000 Penalty: 3522.334229
	Iteration 2Q: 3 clusters Score -6468556 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -6469066.500000 Penalty: 3522.334229
	Iteration 3Q: 3 clusters Score -6469066 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -6469612.500000 Penalty: 3522.334229
	Iteration 4Q: 3 clusters Score -6469612 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6470313.500000 Penalty: 3522.334229
	Iteration 5Q: 3 clusters Score -6470314 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6471675.500000 Penalty: 3522.334229
	Iteration 6Q: 3 clusters Score -6471676 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6473726.500000 Penalty: 3522.334229
	Iteration 7F: 3 clusters Score -6473726 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -6476463.000000 Penalty: 3522.334229
	Iteration 8F: 3 clusters Score -6476463 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -6479354.500000 Penalty: 3522.334229
	Iteration 9F: 3 clusters Score -6479354 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6481580.000000 Penalty: 3522.334229
	Iteration 10F: 3 clusters Score -6481580 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -6482952.500000 Penalty: 3522.334229
	Iteration 11Q: 3 clusters Score -6482952 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6483778.000000 Penalty: 3522.334229
	Iteration 12Q: 3 clusters Score -6483778 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -6484344.500000 Penalty: 3522.334229
	Iteration 13Q: 3 clusters Score -6484344 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6484817.000000 Penalty: 3522.334229
	Iteration 14Q: 3 clusters Score -6484817 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6485204.000000 Penalty: 3522.334229
	Iteration 15Q: 3 clusters Score -6485204 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6485566.000000 Penalty: 3522.334229
	Iteration 16Q: 3 clusters Score -6485566 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -6485869.500000 Penalty: 3522.334229
	Iteration 17Q: 3 clusters Score -6485870 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -6486123.500000 Penalty: 3522.334229
	Iteration 18Q: 3 clusters Score -6486124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6486247.500000 Penalty: 3522.334229
	Iteration 19Q: 3 clusters Score -6486248 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6486366.000000 Penalty: 3522.334229
	Iteration 20F: 3 clusters Score -6486366 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6486463.500000 Penalty: 3522.334229
	Iteration 21Q: 3 clusters Score -6486464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -6486515.000000 Penalty: 3522.334229
	Iteration 22Q: 3 clusters Score -6486515 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6486573.500000 Penalty: 3522.334229
	Iteration 23Q: 3 clusters Score -6486574 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6486651.500000 Penalty: 3522.334229
	Iteration 24Q: 3 clusters Score -6486652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -6486680.000000 Penalty: 3522.334229
	Iteration 25Q: 3 clusters Score -6486680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -6486722.500000 Penalty: 3522.334229
	Iteration 26Q: 3 clusters Score -6486722 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6486771.000000 Penalty: 3522.334229
	Iteration 27Q: 3 clusters Score -6486771 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -6486806.000000 Penalty: 3522.334229
	Iteration 28Q: 3 clusters Score -6486806 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6486803.500000 Penalty: 3522.334229
	Iteration 29Q: 3 clusters Score -6486804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6486831.500000 Penalty: 3522.334229
	Iteration 30Q: 3 clusters Score -6486832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -6486843.000000 Penalty: 3522.334229
	Iteration 31Q: 3 clusters Score -6486843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6486862.000000 Penalty: 3522.334229
	Iteration 32Q: 3 clusters Score -6486862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6486882.000000 Penalty: 3522.334229
	Iteration 33Q: 3 clusters Score -6486882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6486894.500000 Penalty: 3522.334229
	Iteration 34Q: 3 clusters Score -6486894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6486918.500000 Penalty: 3522.334229
	Iteration 35Q: 3 clusters Score -6486918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6486927.500000 Penalty: 3522.334229
	Iteration 36Q: 3 clusters Score -6486928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6486931.000000 Penalty: 3522.334229
	Iteration 37Q: 3 clusters Score -6486931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6486945.000000 Penalty: 3522.334229
	Iteration 38Q: 3 clusters Score -6486945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -6486958.500000 Penalty: 3522.334229
	Iteration 39Q: 3 clusters Score -6486958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -6486969.500000 Penalty: 3522.334229
	Iteration 40F: 3 clusters Score -6486970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -6486979.000000 Penalty: 3522.334229
	Iteration 41Q: 3 clusters Score -6486979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -6486975.500000 Penalty: 3522.334229
	Iteration 42Q: 3 clusters Score -6486976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -6486977.000000 Penalty: 3522.334229
	Iteration 43Q: 3 clusters Score -6486977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6486973.500000 Penalty: 3522.334229
	Iteration 44Q: 3 clusters Score -6486974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6486982.500000 Penalty: 3522.334229
	Iteration 45Q: 3 clusters Score -6486982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6486995.500000 Penalty: 3522.334229
	Iteration 46Q: 3 clusters Score -6486996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -6487009.500000 Penalty: 3522.334229
	Iteration 47Q: 3 clusters Score -6487010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6487019.500000 Penalty: 3522.334229
	Iteration 48Q: 3 clusters Score -6487020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6487023.000000 Penalty: 3522.334229
	Iteration 49Q: 3 clusters Score -6487023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6487020.000000 Penalty: 3522.334229
	Iteration 50Q: 3 clusters Score -6487020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6487022.500000 Penalty: 3522.334229
	Iteration 51Q: 3 clusters Score -6487022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6487029.000000 Penalty: 3522.334229
	Iteration 52Q: 3 clusters Score -6487029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6487018.500000 Penalty: 3522.334229
	Iteration 53Q: 3 clusters Score -6487018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6487012.000000 Penalty: 3522.334229
	Iteration 54Q: 3 clusters Score -6487012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -6487032.000000 Penalty: 3522.334229
	Iteration 55Q: 3 clusters Score -6487032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -6487033.000000 Penalty: 3522.334229
	Iteration 56Q: 3 clusters Score -6487033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -6487033.000000 Penalty: 3522.334229
	Iteration 57Q: 3 clusters Score -6487033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -6487048.000000 Penalty: 3522.334229
	Iteration 58Q: 3 clusters Score -6487048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6487056.500000 Penalty: 3522.334229
	Iteration 59Q: 3 clusters Score -6487056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -6487065.500000 Penalty: 3522.334229
	Iteration 60F: 3 clusters Score -6487066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6487064.500000 Penalty: 3522.334229
	Iteration 61Q: 3 clusters Score -6487064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -6487065.500000 Penalty: 3522.334229
	Iteration 62Q: 3 clusters Score -6487066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6487072.000000 Penalty: 3522.334229
	Iteration 63Q: 3 clusters Score -6487072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -6487074.500000 Penalty: 3522.334229
	Iteration 64Q: 3 clusters Score -6487074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -6487075.000000 Penalty: 3522.334229
	Iteration 65Q: 3 clusters Score -6487075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -6487076.000000 Penalty: 3522.334229
	Iteration 66Q: 3 clusters Score -6487076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -6487076.000000 Penalty: 3522.334229
	Iteration 67Q: 3 clusters Score -6487076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6487083.500000 Penalty: 3522.334229
	Iteration 68Q: 3 clusters Score -6487084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -6487082.000000 Penalty: 3522.334229
	Iteration 69Q: 3 clusters Score -6487082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -6487084.500000 Penalty: 3522.334229
	Iteration 70Q: 3 clusters Score -6487084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -6487081.500000 Penalty: 3522.334229
	Iteration 71Q: 3 clusters Score -6487082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6487080.000000 Penalty: 3522.334229
	Iteration 72Q: 3 clusters Score -6487080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6487086.000000 Penalty: 3522.334229
	Iteration 73Q: 3 clusters Score -6487086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6487086.000000 Penalty: 3522.334229
	Iteration 74F: 3 clusters Score -6487086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Entering Unmasked Estep 
Score: -11925626.000000 Penalty: 1859.690674
	Iteration 0F: 2 clusters Score -1.192563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11867350.000000 Penalty: 3719.381348
	Iteration 0F: 3 clusters Score -1.186735e+07 nChanged 44437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -11892545.000000 Penalty: 3719.381348
	Iteration 1F: 3 clusters Score -1.189254e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -11893002.000000 Penalty: 3719.381348
	Iteration 2Q: 3 clusters Score -1.1893e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -11893532.000000 Penalty: 3719.381348
	Iteration 3Q: 3 clusters Score -1.189353e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -11894112.000000 Penalty: 3719.381348
	Iteration 4Q: 3 clusters Score -1.189411e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -11894666.000000 Penalty: 3719.381348
	Iteration 5Q: 3 clusters Score -1.189467e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -11895250.000000 Penalty: 3719.381348
	Iteration 6Q: 3 clusters Score -1.189525e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -11896056.000000 Penalty: 3719.381348
	Iteration 7Q: 3 clusters Score -1.189606e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -11897337.000000 Penalty: 3719.381348
	Iteration 8Q: 3 clusters Score -1.189734e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -11899418.000000 Penalty: 3719.381348
	Iteration 9Q: 3 clusters Score -1.189942e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -11902435.000000 Penalty: 3719.381348
	Iteration 10F: 3 clusters Score -1.190244e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -11907084.000000 Penalty: 3719.381348
	Iteration 11F: 3 clusters Score -1.190708e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -11912146.000000 Penalty: 3719.381348
	Iteration 12F: 3 clusters Score -1.191215e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -11916811.000000 Penalty: 3719.381348
	Iteration 13F: 3 clusters Score -1.191681e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -11920190.000000 Penalty: 3719.381348
	Iteration 14Q: 3 clusters Score -1.192019e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -11922165.000000 Penalty: 3719.381348
	Iteration 15Q: 3 clusters Score -1.192216e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11923084.000000 Penalty: 3719.381348
	Iteration 16Q: 3 clusters Score -1.192308e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11923538.000000 Penalty: 3719.381348
	Iteration 17Q: 3 clusters Score -1.192354e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11923743.000000 Penalty: 3719.381348
	Iteration 18Q: 3 clusters Score -1.192374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11923856.000000 Penalty: 3719.381348
	Iteration 19Q: 3 clusters Score -1.192386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11923940.000000 Penalty: 3719.381348
	Iteration 20F: 3 clusters Score -1.192394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11923977.000000 Penalty: 3719.381348
	Iteration 21Q: 3 clusters Score -1.192398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11924006.000000 Penalty: 3719.381348
	Iteration 22Q: 3 clusters Score -1.192401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11924016.000000 Penalty: 3719.381348
	Iteration 23Q: 3 clusters Score -1.192402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11924024.000000 Penalty: 3719.381348
	Iteration 24Q: 3 clusters Score -1.192402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11924026.000000 Penalty: 3719.381348
	Iteration 25Q: 3 clusters Score -1.192403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11924052.000000 Penalty: 3719.381348
	Iteration 26Q: 3 clusters Score -1.192405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11924079.000000 Penalty: 3719.381348
	Iteration 27Q: 3 clusters Score -1.192408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11924071.000000 Penalty: 3719.381348
	Iteration 28Q: 3 clusters Score -1.192407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11924079.000000 Penalty: 3719.381348
	Iteration 29Q: 3 clusters Score -1.192408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11924076.000000 Penalty: 3719.381348
	Iteration 30Q: 3 clusters Score -1.192408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11924085.000000 Penalty: 3719.381348
	Iteration 31Q: 3 clusters Score -1.192408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11924085.000000 Penalty: 3719.381348
	Iteration 32Q: 3 clusters Score -1.192408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11924088.000000 Penalty: 3719.381348
	Iteration 33Q: 3 clusters Score -1.192409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11924092.000000 Penalty: 3719.381348
	Iteration 34Q: 3 clusters Score -1.192409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11924101.000000 Penalty: 3719.381348
	Iteration 35Q: 3 clusters Score -1.19241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11924098.000000 Penalty: 3719.381348
	Iteration 36Q: 3 clusters Score -1.19241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11924098.000000 Penalty: 3719.381348
	Iteration 37F: 3 clusters Score -1.19241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Entering Unmasked Estep 
Score: -2689993.250000 Penalty: 1618.762329
	Iteration 0F: 2 clusters Score -2689993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2675538.250000 Penalty: 3237.524658
	Iteration 0F: 3 clusters Score -2675538 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2680720.250000 Penalty: 3237.524658
	Iteration 1F: 3 clusters Score -2680720 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2681004.000000 Penalty: 3237.524658
	Iteration 2Q: 3 clusters Score -2681004 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2681257.250000 Penalty: 3237.524658
	Iteration 3Q: 3 clusters Score -2681257 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2681485.500000 Penalty: 3237.524658
	Iteration 4Q: 3 clusters Score -2681486 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2681695.750000 Penalty: 3237.524658
	Iteration 5Q: 3 clusters Score -2681696 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2681880.250000 Penalty: 3237.524658
	Iteration 6Q: 3 clusters Score -2681880 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2682130.250000 Penalty: 3237.524658
	Iteration 7Q: 3 clusters Score -2682130 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2682417.250000 Penalty: 3237.524658
	Iteration 8Q: 3 clusters Score -2682417 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2682741.500000 Penalty: 3237.524658
	Iteration 9Q: 3 clusters Score -2682742 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2683083.000000 Penalty: 3237.524658
	Iteration 10Q: 3 clusters Score -2683083 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2683450.250000 Penalty: 3237.524658
	Iteration 11Q: 3 clusters Score -2683450 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2683857.500000 Penalty: 3237.524658
	Iteration 12Q: 3 clusters Score -2683858 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2684289.250000 Penalty: 3237.524658
	Iteration 13Q: 3 clusters Score -2684289 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2684752.250000 Penalty: 3237.524658
	Iteration 14Q: 3 clusters Score -2684752 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2685281.250000 Penalty: 3237.524658
	Iteration 15Q: 3 clusters Score -2685281 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2685892.750000 Penalty: 3237.524658
	Iteration 16Q: 3 clusters Score -2685893 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2686525.000000 Penalty: 3237.524658
	Iteration 17Q: 3 clusters Score -2686525 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2687129.750000 Penalty: 3237.524658
	Iteration 18Q: 3 clusters Score -2687130 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2687635.000000 Penalty: 3237.524658
	Iteration 19Q: 3 clusters Score -2687635 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2688017.500000 Penalty: 3237.524658
	Iteration 20F: 3 clusters Score -2688018 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2688237.250000 Penalty: 3237.524658
	Iteration 21Q: 3 clusters Score -2688237 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2688367.250000 Penalty: 3237.524658
	Iteration 22Q: 3 clusters Score -2688367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2688419.500000 Penalty: 3237.524658
	Iteration 23Q: 3 clusters Score -2688420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2688457.750000 Penalty: 3237.524658
	Iteration 24Q: 3 clusters Score -2688458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2688488.750000 Penalty: 3237.524658
	Iteration 25Q: 3 clusters Score -2688489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2688512.750000 Penalty: 3237.524658
	Iteration 26Q: 3 clusters Score -2688513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2688526.000000 Penalty: 3237.524658
	Iteration 27Q: 3 clusters Score -2688526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2688536.000000 Penalty: 3237.524658
	Iteration 28Q: 3 clusters Score -2688536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2688540.250000 Penalty: 3237.524658
	Iteration 29Q: 3 clusters Score -2688540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2688547.000000 Penalty: 3237.524658
	Iteration 30Q: 3 clusters Score -2688547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2688549.000000 Penalty: 3237.524658
	Iteration 31Q: 3 clusters Score -2688549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2688551.250000 Penalty: 3237.524658
	Iteration 32Q: 3 clusters Score -2688551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2688554.000000 Penalty: 3237.524658
	Iteration 33Q: 3 clusters Score -2688554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2688559.000000 Penalty: 3237.524658
	Iteration 34Q: 3 clusters Score -2688559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2688557.500000 Penalty: 3237.524658
	Iteration 35Q: 3 clusters Score -2688558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2688557.500000 Penalty: 3237.524658
	Iteration 36F: 3 clusters Score -2688558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -1066813.750000 Penalty: 1467.397095
	Iteration 0F: 2 clusters Score -1066814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1060699.500000 Penalty: 2934.794189
	Iteration 0F: 3 clusters Score -1060700 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1062580.625000 Penalty: 2934.794189
	Iteration 1F: 3 clusters Score -1062581 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1062873.625000 Penalty: 2934.794189
	Iteration 2F: 3 clusters Score -1062874 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1063201.750000 Penalty: 2934.794189
	Iteration 3F: 3 clusters Score -1063202 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1063569.750000 Penalty: 2934.794189
	Iteration 4F: 3 clusters Score -1063570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1063892.500000 Penalty: 2934.794189
	Iteration 5F: 3 clusters Score -1063892 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1064187.625000 Penalty: 2934.794189
	Iteration 6Q: 3 clusters Score -1064188 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1064456.125000 Penalty: 2934.794189
	Iteration 7Q: 3 clusters Score -1064456 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1064739.375000 Penalty: 2934.794189
	Iteration 8Q: 3 clusters Score -1064739 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1064978.875000 Penalty: 2934.794189
	Iteration 9Q: 3 clusters Score -1064979 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1065158.000000 Penalty: 2934.794189
	Iteration 10Q: 3 clusters Score -1065158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1065267.625000 Penalty: 2934.794189
	Iteration 11Q: 3 clusters Score -1065268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1065348.500000 Penalty: 2934.794189
	Iteration 12Q: 3 clusters Score -1065348 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1065405.375000 Penalty: 2934.794189
	Iteration 13Q: 3 clusters Score -1065405 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1065455.125000 Penalty: 2934.794189
	Iteration 14Q: 3 clusters Score -1065455 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1065501.500000 Penalty: 2934.794189
	Iteration 15Q: 3 clusters Score -1065502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1065541.375000 Penalty: 2934.794189
	Iteration 16Q: 3 clusters Score -1065541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1065579.875000 Penalty: 2934.794189
	Iteration 17Q: 3 clusters Score -1065580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1065609.250000 Penalty: 2934.794189
	Iteration 18Q: 3 clusters Score -1065609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1065636.500000 Penalty: 2934.794189
	Iteration 19Q: 3 clusters Score -1065636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1065659.625000 Penalty: 2934.794189
	Iteration 20F: 3 clusters Score -1065660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1065685.625000 Penalty: 2934.794189
	Iteration 21Q: 3 clusters Score -1065686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1065708.000000 Penalty: 2934.794189
	Iteration 22Q: 3 clusters Score -1065708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1065722.375000 Penalty: 2934.794189
	Iteration 23Q: 3 clusters Score -1065722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1065738.000000 Penalty: 2934.794189
	Iteration 24Q: 3 clusters Score -1065738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1065748.750000 Penalty: 2934.794189
	Iteration 25Q: 3 clusters Score -1065749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1065754.125000 Penalty: 2934.794189
	Iteration 26Q: 3 clusters Score -1065754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1065759.625000 Penalty: 2934.794189
	Iteration 27Q: 3 clusters Score -1065760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1065762.250000 Penalty: 2934.794189
	Iteration 28Q: 3 clusters Score -1065762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1065764.125000 Penalty: 2934.794189
	Iteration 29Q: 3 clusters Score -1065764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1065765.625000 Penalty: 2934.794189
	Iteration 30Q: 3 clusters Score -1065766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1065768.000000 Penalty: 2934.794189
	Iteration 31Q: 3 clusters Score -1065768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1065767.750000 Penalty: 2934.794189
	Iteration 32Q: 3 clusters Score -1065768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1065769.625000 Penalty: 2934.794189
	Iteration 33Q: 3 clusters Score -1065770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1065771.250000 Penalty: 2934.794189
	Iteration 34Q: 3 clusters Score -1065771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1065772.250000 Penalty: 2934.794189
	Iteration 35Q: 3 clusters Score -1065772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1065772.125000 Penalty: 2934.794189
	Iteration 36Q: 3 clusters Score -1065772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1065772.500000 Penalty: 2934.794189
	Iteration 37Q: 3 clusters Score -1065772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1065771.375000 Penalty: 2934.794189
	Iteration 38Q: 3 clusters Score -1065771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1065772.875000 Penalty: 2934.794189
	Iteration 39Q: 3 clusters Score -1065773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1065773.000000 Penalty: 2934.794189
	Iteration 40F: 3 clusters Score -1065773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1065774.125000 Penalty: 2934.794189
	Iteration 41Q: 3 clusters Score -1065774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1065778.125000 Penalty: 2934.794189
	Iteration 42Q: 3 clusters Score -1065778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1065780.625000 Penalty: 2934.794189
	Iteration 43Q: 3 clusters Score -1065781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1065780.125000 Penalty: 2934.794189
	Iteration 44Q: 3 clusters Score -1065780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1065781.125000 Penalty: 2934.794189
	Iteration 45Q: 3 clusters Score -1065781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1065780.000000 Penalty: 2934.794189
	Iteration 46Q: 3 clusters Score -1065780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1065781.875000 Penalty: 2934.794189
	Iteration 47Q: 3 clusters Score -1065782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1065781.375000 Penalty: 2934.794189
	Iteration 48Q: 3 clusters Score -1065781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1065781.375000 Penalty: 2934.794189
	Iteration 49F: 3 clusters Score -1065781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Entering Unmasked Estep 
Score: -3561969.000000 Penalty: 1663.138184
	Iteration 0F: 2 clusters Score -3561969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3543211.500000 Penalty: 3326.276367
	Iteration 0F: 3 clusters Score -3543212 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3550206.750000 Penalty: 3326.276367
	Iteration 1F: 3 clusters Score -3550207 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3550542.000000 Penalty: 3326.276367
	Iteration 2Q: 3 clusters Score -3550542 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3550867.000000 Penalty: 3326.276367
	Iteration 3Q: 3 clusters Score -3550867 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3551225.250000 Penalty: 3326.276367
	Iteration 4Q: 3 clusters Score -3551225 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3551646.500000 Penalty: 3326.276367
	Iteration 5Q: 3 clusters Score -3551646 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3552133.750000 Penalty: 3326.276367
	Iteration 6Q: 3 clusters Score -3552134 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3552782.250000 Penalty: 3326.276367
	Iteration 7Q: 3 clusters Score -3552782 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3553591.250000 Penalty: 3326.276367
	Iteration 8Q: 3 clusters Score -3553591 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3554548.500000 Penalty: 3326.276367
	Iteration 9F: 3 clusters Score -3554548 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3555528.000000 Penalty: 3326.276367
	Iteration 10F: 3 clusters Score -3555528 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3556392.750000 Penalty: 3326.276367
	Iteration 11Q: 3 clusters Score -3556393 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3557058.000000 Penalty: 3326.276367
	Iteration 12Q: 3 clusters Score -3557058 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3557509.750000 Penalty: 3326.276367
	Iteration 13Q: 3 clusters Score -3557510 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3557798.500000 Penalty: 3326.276367
	Iteration 14Q: 3 clusters Score -3557798 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3557958.250000 Penalty: 3326.276367
	Iteration 15Q: 3 clusters Score -3557958 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3558055.250000 Penalty: 3326.276367
	Iteration 16Q: 3 clusters Score -3558055 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3558131.750000 Penalty: 3326.276367
	Iteration 17Q: 3 clusters Score -3558132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3558177.000000 Penalty: 3326.276367
	Iteration 18Q: 3 clusters Score -3558177 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3558221.750000 Penalty: 3326.276367
	Iteration 19Q: 3 clusters Score -3558222 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3558264.250000 Penalty: 3326.276367
	Iteration 20F: 3 clusters Score -3558264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3558290.500000 Penalty: 3326.276367
	Iteration 21Q: 3 clusters Score -3558290 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3558325.500000 Penalty: 3326.276367
	Iteration 22Q: 3 clusters Score -3558326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3558367.750000 Penalty: 3326.276367
	Iteration 23Q: 3 clusters Score -3558368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3558386.750000 Penalty: 3326.276367
	Iteration 24Q: 3 clusters Score -3558387 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3558422.750000 Penalty: 3326.276367
	Iteration 25Q: 3 clusters Score -3558423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3558448.500000 Penalty: 3326.276367
	Iteration 26Q: 3 clusters Score -3558448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3558481.500000 Penalty: 3326.276367
	Iteration 27Q: 3 clusters Score -3558482 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3558509.000000 Penalty: 3326.276367
	Iteration 28Q: 3 clusters Score -3558509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3558562.250000 Penalty: 3326.276367
	Iteration 29Q: 3 clusters Score -3558562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3558610.000000 Penalty: 3326.276367
	Iteration 30Q: 3 clusters Score -3558610 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3558642.000000 Penalty: 3326.276367
	Iteration 31Q: 3 clusters Score -3558642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3558682.250000 Penalty: 3326.276367
	Iteration 32Q: 3 clusters Score -3558682 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3558716.250000 Penalty: 3326.276367
	Iteration 33Q: 3 clusters Score -3558716 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3558757.000000 Penalty: 3326.276367
	Iteration 34Q: 3 clusters Score -3558757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3558798.000000 Penalty: 3326.276367
	Iteration 35Q: 3 clusters Score -3558798 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3558854.500000 Penalty: 3326.276367
	Iteration 36Q: 3 clusters Score -3558854 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3558903.250000 Penalty: 3326.276367
	Iteration 37Q: 3 clusters Score -3558903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3558940.250000 Penalty: 3326.276367
	Iteration 38Q: 3 clusters Score -3558940 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3558993.500000 Penalty: 3326.276367
	Iteration 39Q: 3 clusters Score -3558994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3559063.000000 Penalty: 3326.276367
	Iteration 40F: 3 clusters Score -3559063 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3559139.500000 Penalty: 3326.276367
	Iteration 41Q: 3 clusters Score -3559140 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3559217.000000 Penalty: 3326.276367
	Iteration 42Q: 3 clusters Score -3559217 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3559302.000000 Penalty: 3326.276367
	Iteration 43Q: 3 clusters Score -3559302 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3559411.500000 Penalty: 3326.276367
	Iteration 44Q: 3 clusters Score -3559412 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3559497.500000 Penalty: 3326.276367
	Iteration 45Q: 3 clusters Score -3559498 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3559608.000000 Penalty: 3326.276367
	Iteration 46Q: 3 clusters Score -3559608 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3559715.750000 Penalty: 3326.276367
	Iteration 47Q: 3 clusters Score -3559716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3559831.000000 Penalty: 3326.276367
	Iteration 48Q: 3 clusters Score -3559831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3559934.750000 Penalty: 3326.276367
	Iteration 49Q: 3 clusters Score -3559935 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3560023.000000 Penalty: 3326.276367
	Iteration 50Q: 3 clusters Score -3560023 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3560107.250000 Penalty: 3326.276367
	Iteration 51Q: 3 clusters Score -3560107 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3560187.250000 Penalty: 3326.276367
	Iteration 52Q: 3 clusters Score -3560187 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3560248.000000 Penalty: 3326.276367
	Iteration 53Q: 3 clusters Score -3560248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3560318.250000 Penalty: 3326.276367
	Iteration 54Q: 3 clusters Score -3560318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3560364.500000 Penalty: 3326.276367
	Iteration 55Q: 3 clusters Score -3560364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3560402.750000 Penalty: 3326.276367
	Iteration 56Q: 3 clusters Score -3560403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3560434.500000 Penalty: 3326.276367
	Iteration 57Q: 3 clusters Score -3560434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3560454.500000 Penalty: 3326.276367
	Iteration 58Q: 3 clusters Score -3560454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3560476.500000 Penalty: 3326.276367
	Iteration 59Q: 3 clusters Score -3560476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3560489.250000 Penalty: 3326.276367
	Iteration 60F: 3 clusters Score -3560489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3560503.500000 Penalty: 3326.276367
	Iteration 61Q: 3 clusters Score -3560504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3560506.750000 Penalty: 3326.276367
	Iteration 62Q: 3 clusters Score -3560507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3560515.500000 Penalty: 3326.276367
	Iteration 63Q: 3 clusters Score -3560516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3560524.500000 Penalty: 3326.276367
	Iteration 64Q: 3 clusters Score -3560524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3560531.000000 Penalty: 3326.276367
	Iteration 65Q: 3 clusters Score -3560531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3560532.750000 Penalty: 3326.276367
	Iteration 66Q: 3 clusters Score -3560533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3560533.500000 Penalty: 3326.276367
	Iteration 67Q: 3 clusters Score -3560534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3560533.250000 Penalty: 3326.276367
	Iteration 68Q: 3 clusters Score -3560533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3560533.250000 Penalty: 3326.276367
	Iteration 69F: 3 clusters Score -3560533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Entering Unmasked Estep 
Score: -10220657.000000 Penalty: 1833.748413
	Iteration 0F: 2 clusters Score -1.022066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -10169572.000000 Penalty: 3667.496826
	Iteration 0F: 3 clusters Score -1.016957e+07 nChanged 37880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -10191156.000000 Penalty: 3667.496826
	Iteration 1F: 3 clusters Score -1.019116e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -10191963.000000 Penalty: 3667.496826
	Iteration 2Q: 3 clusters Score -1.019196e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -10193302.000000 Penalty: 3667.496826
	Iteration 3Q: 3 clusters Score -1.01933e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -10195659.000000 Penalty: 3667.496826
	Iteration 4F: 3 clusters Score -1.019566e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -10199847.000000 Penalty: 3667.496826
	Iteration 5F: 3 clusters Score -1.019985e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -10206035.000000 Penalty: 3667.496826
	Iteration 6F: 3 clusters Score -1.020604e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -10212445.000000 Penalty: 3667.496826
	Iteration 7F: 3 clusters Score -1.021244e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10216434.000000 Penalty: 3667.496826
	Iteration 8F: 3 clusters Score -1.021643e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10218154.000000 Penalty: 3667.496826
	Iteration 9Q: 3 clusters Score -1.021815e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10218696.000000 Penalty: 3667.496826
	Iteration 10Q: 3 clusters Score -1.02187e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10218868.000000 Penalty: 3667.496826
	Iteration 11Q: 3 clusters Score -1.021887e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10218934.000000 Penalty: 3667.496826
	Iteration 12Q: 3 clusters Score -1.021893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10218988.000000 Penalty: 3667.496826
	Iteration 13Q: 3 clusters Score -1.021899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10219011.000000 Penalty: 3667.496826
	Iteration 14Q: 3 clusters Score -1.021901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10219020.000000 Penalty: 3667.496826
	Iteration 15Q: 3 clusters Score -1.021902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10219028.000000 Penalty: 3667.496826
	Iteration 16Q: 3 clusters Score -1.021903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10219027.000000 Penalty: 3667.496826
	Iteration 17Q: 3 clusters Score -1.021903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10219027.000000 Penalty: 3667.496826
	Iteration 18F: 3 clusters Score -1.021903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13252.819336 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13252.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13549.023438 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13549.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13724.805664 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13724.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13847.712891 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13847.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13873.962891 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13873.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13877.950195 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -13877.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13883.015625 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -13883.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13889.451172 Penalty: 1749.960938
	Iteration 7Q: 3 clusters Score -13889.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13898.375000 Penalty: 1749.960938
	Iteration 8Q: 3 clusters Score -13898.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13928.727539 Penalty: 1749.960938
	Iteration 9Q: 3 clusters Score -13928.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13942.120117 Penalty: 1749.960938
	Iteration 10Q: 3 clusters Score -13942.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13956.473633 Penalty: 1749.960938
	Iteration 11Q: 3 clusters Score -13956.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13956.473633 Penalty: 1749.960938
	Iteration 12F: 3 clusters Score -13956.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50917 members 
Mstep: Class 4 contains 93363 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 27853 members 
Mstep: Class 8 contains 79587 members 
Mstep: Class 9 contains 60 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71255 members 
Mstep: Class 13 contains 62891 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 158 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29152 members 
Entering Unmasked Estep 
Score: -61624028.000000 Penalty: 42607.062500
Splitting cluster 9 changes total score from -61625148.000000 to -61624028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49819.082031 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49819.08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50082.328125 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50082.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50256.769531 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50256.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50358.574219 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -50358.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50473.074219 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -50473.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50563.093750 Penalty: 2028.722534
	Iteration 5F: 3 clusters Score -50563.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50581.730469 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50581.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50595.218750 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50595.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50611.417969 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50611.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50621.210938 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -50621.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50645.230469 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -50645.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50656.855469 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -50656.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50668.328125 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -50668.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50673.812500 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -50673.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50676.980469 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -50676.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50681.234375 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -50681.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50683.574219 Penalty: 2028.722534
	Iteration 16Q: 3 clusters Score -50683.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50684.109375 Penalty: 2028.722534
	Iteration 17Q: 3 clusters Score -50684.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50684.109375 Penalty: 2028.722534
	Iteration 18F: 3 clusters Score -50684.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -4359155.500000 Penalty: 1703.230835
	Iteration 0F: 2 clusters Score -4359156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4335127.000000 Penalty: 3406.461670
	Iteration 0F: 3 clusters Score -4335127 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4344147.000000 Penalty: 3406.461670
	Iteration 1F: 3 clusters Score -4344147 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4344564.500000 Penalty: 3406.461670
	Iteration 2Q: 3 clusters Score -4344564 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4344948.000000 Penalty: 3406.461670
	Iteration 3Q: 3 clusters Score -4344948 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4345391.500000 Penalty: 3406.461670
	Iteration 4Q: 3 clusters Score -4345392 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4345892.500000 Penalty: 3406.461670
	Iteration 5Q: 3 clusters Score -4345892 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4346491.000000 Penalty: 3406.461670
	Iteration 6Q: 3 clusters Score -4346491 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4347289.000000 Penalty: 3406.461670
	Iteration 7Q: 3 clusters Score -4347289 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4348397.000000 Penalty: 3406.461670
	Iteration 8F: 3 clusters Score -4348397 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4349818.500000 Penalty: 3406.461670
	Iteration 9F: 3 clusters Score -4349818 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4351513.500000 Penalty: 3406.461670
	Iteration 10F: 3 clusters Score -4351514 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4353181.000000 Penalty: 3406.461670
	Iteration 11F: 3 clusters Score -4353181 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4354574.000000 Penalty: 3406.461670
	Iteration 12Q: 3 clusters Score -4354574 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4355588.500000 Penalty: 3406.461670
	Iteration 13Q: 3 clusters Score -4355588 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4356320.500000 Penalty: 3406.461670
	Iteration 14Q: 3 clusters Score -4356320 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4356846.000000 Penalty: 3406.461670
	Iteration 15Q: 3 clusters Score -4356846 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4357183.000000 Penalty: 3406.461670
	Iteration 16Q: 3 clusters Score -4357183 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4357372.500000 Penalty: 3406.461670
	Iteration 17Q: 3 clusters Score -4357372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4357490.000000 Penalty: 3406.461670
	Iteration 18Q: 3 clusters Score -4357490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4357544.000000 Penalty: 3406.461670
	Iteration 19Q: 3 clusters Score -4357544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4357593.500000 Penalty: 3406.461670
	Iteration 20F: 3 clusters Score -4357594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4357627.500000 Penalty: 3406.461670
	Iteration 21Q: 3 clusters Score -4357628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4357642.000000 Penalty: 3406.461670
	Iteration 22Q: 3 clusters Score -4357642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4357654.500000 Penalty: 3406.461670
	Iteration 23Q: 3 clusters Score -4357654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4357671.000000 Penalty: 3406.461670
	Iteration 24Q: 3 clusters Score -4357671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4357689.000000 Penalty: 3406.461670
	Iteration 25Q: 3 clusters Score -4357689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4357697.500000 Penalty: 3406.461670
	Iteration 26Q: 3 clusters Score -4357698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4357707.000000 Penalty: 3406.461670
	Iteration 27Q: 3 clusters Score -4357707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4357722.500000 Penalty: 3406.461670
	Iteration 28Q: 3 clusters Score -4357722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4357727.500000 Penalty: 3406.461670
	Iteration 29Q: 3 clusters Score -4357728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4357735.000000 Penalty: 3406.461670
	Iteration 30Q: 3 clusters Score -4357735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4357740.000000 Penalty: 3406.461670
	Iteration 31Q: 3 clusters Score -4357740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4357740.000000 Penalty: 3406.461670
	Iteration 32Q: 3 clusters Score -4357740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4357740.000000 Penalty: 3406.461670
	Iteration 33F: 3 clusters Score -4357740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Entering Unmasked Estep 
Score: -9115741.000000 Penalty: 1815.778198
	Iteration 0F: 2 clusters Score -9115741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -9068923.000000 Penalty: 3631.556396
	Iteration 0F: 3 clusters Score -9068923 nChanged 33963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -9088648.000000 Penalty: 3631.556396
	Iteration 1F: 3 clusters Score -9088648 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9089564.000000 Penalty: 3631.556396
	Iteration 2Q: 3 clusters Score -9089564 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -9090846.000000 Penalty: 3631.556396
	Iteration 3Q: 3 clusters Score -9090846 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -9092877.000000 Penalty: 3631.556396
	Iteration 4Q: 3 clusters Score -9092877 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -9095503.000000 Penalty: 3631.556396
	Iteration 5F: 3 clusters Score -9095503 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -9098456.000000 Penalty: 3631.556396
	Iteration 6F: 3 clusters Score -9098456 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9101710.000000 Penalty: 3631.556396
	Iteration 7F: 3 clusters Score -9101710 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -9104646.000000 Penalty: 3631.556396
	Iteration 8F: 3 clusters Score -9104646 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9106720.000000 Penalty: 3631.556396
	Iteration 9F: 3 clusters Score -9106720 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9108101 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -9108900.000000 Penalty: 3631.556396
	Iteration 11Q: 3 clusters Score -9108900 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9109349.000000 Penalty: 3631.556396
	Iteration 12Q: 3 clusters Score -9109349 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9109602.000000 Penalty: 3631.556396
	Iteration 13Q: 3 clusters Score -9109602 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9109864.000000 Penalty: 3631.556396
	Iteration 14Q: 3 clusters Score -9109864 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9110038.000000 Penalty: 3631.556396
	Iteration 15Q: 3 clusters Score -9110038 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -9110193.000000 Penalty: 3631.556396
	Iteration 16Q: 3 clusters Score -9110193 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -9110416.000000 Penalty: 3631.556396
	Iteration 17Q: 3 clusters Score -9110416 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9110564.000000 Penalty: 3631.556396
	Iteration 18Q: 3 clusters Score -9110564 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9110631.000000 Penalty: 3631.556396
	Iteration 19Q: 3 clusters Score -9110631 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -9110807.000000 Penalty: 3631.556396
	Iteration 20F: 3 clusters Score -9110807 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -9110898.000000 Penalty: 3631.556396
	Iteration 21Q: 3 clusters Score -9110898 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -9110966.000000 Penalty: 3631.556396
	Iteration 22Q: 3 clusters Score -9110966 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -9111054.000000 Penalty: 3631.556396
	Iteration 23Q: 3 clusters Score -9111054 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -9111116.000000 Penalty: 3631.556396
	Iteration 24Q: 3 clusters Score -9111116 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -9111171.000000 Penalty: 3631.556396
	Iteration 25Q: 3 clusters Score -9111171 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -9111232.000000 Penalty: 3631.556396
	Iteration 26Q: 3 clusters Score -9111232 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -9111274.000000 Penalty: 3631.556396
	Iteration 27Q: 3 clusters Score -9111274 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -9111321.000000 Penalty: 3631.556396
	Iteration 28Q: 3 clusters Score -9111321 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -9111335.000000 Penalty: 3631.556396
	Iteration 29Q: 3 clusters Score -9111335 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -9111390.000000 Penalty: 3631.556396
	Iteration 30Q: 3 clusters Score -9111390 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -9111411.000000 Penalty: 3631.556396
	Iteration 31Q: 3 clusters Score -9111411 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -9111493.000000 Penalty: 3631.556396
	Iteration 32Q: 3 clusters Score -9111493 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -9111539.000000 Penalty: 3631.556396
	Iteration 33Q: 3 clusters Score -9111539 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -9111574.000000 Penalty: 3631.556396
	Iteration 34Q: 3 clusters Score -9111574 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -9111645.000000 Penalty: 3631.556396
	Iteration 35Q: 3 clusters Score -9111645 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -9111723.000000 Penalty: 3631.556396
	Iteration 36Q: 3 clusters Score -9111723 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -9111759.000000 Penalty: 3631.556396
	Iteration 37Q: 3 clusters Score -9111759 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -9111804.000000 Penalty: 3631.556396
	Iteration 38Q: 3 clusters Score -9111804 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -9111825.000000 Penalty: 3631.556396
	Iteration 39Q: 3 clusters Score -9111825 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -9111866.000000 Penalty: 3631.556396
	Iteration 40F: 3 clusters Score -9111866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -9111933.000000 Penalty: 3631.556396
	Iteration 41Q: 3 clusters Score -9111933 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -9111948.000000 Penalty: 3631.556396
	Iteration 42Q: 3 clusters Score -9111948 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -9111964.000000 Penalty: 3631.556396
	Iteration 43Q: 3 clusters Score -9111964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -9111985.000000 Penalty: 3631.556396
	Iteration 44Q: 3 clusters Score -9111985 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -9112025.000000 Penalty: 3631.556396
	Iteration 45Q: 3 clusters Score -9112025 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -9112092.000000 Penalty: 3631.556396
	Iteration 46Q: 3 clusters Score -9112092 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -9112158.000000 Penalty: 3631.556396
	Iteration 47Q: 3 clusters Score -9112158 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -9112191.000000 Penalty: 3631.556396
	Iteration 48Q: 3 clusters Score -9112191 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9112237.000000 Penalty: 3631.556396
	Iteration 49Q: 3 clusters Score -9112237 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -9112295.000000 Penalty: 3631.556396
	Iteration 50Q: 3 clusters Score -9112295 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -9112342.000000 Penalty: 3631.556396
	Iteration 51Q: 3 clusters Score -9112342 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -9112389.000000 Penalty: 3631.556396
	Iteration 52Q: 3 clusters Score -9112389 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -9112436.000000 Penalty: 3631.556396
	Iteration 53Q: 3 clusters Score -9112436 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -9112510.000000 Penalty: 3631.556396
	Iteration 54Q: 3 clusters Score -9112510 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -9112543.000000 Penalty: 3631.556396
	Iteration 55Q: 3 clusters Score -9112543 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -9112605.000000 Penalty: 3631.556396
	Iteration 56Q: 3 clusters Score -9112605 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -9112667.000000 Penalty: 3631.556396
	Iteration 57Q: 3 clusters Score -9112667 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9112710 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -9112766.000000 Penalty: 3631.556396
	Iteration 59Q: 3 clusters Score -9112766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -9112799.000000 Penalty: 3631.556396
	Iteration 60F: 3 clusters Score -9112799 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -9112836.000000 Penalty: 3631.556396
	Iteration 61Q: 3 clusters Score -9112836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -9112914.000000 Penalty: 3631.556396
	Iteration 62Q: 3 clusters Score -9112914 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -9112978.000000 Penalty: 3631.556396
	Iteration 63Q: 3 clusters Score -9112978 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -9113051.000000 Penalty: 3631.556396
	Iteration 64Q: 3 clusters Score -9113051 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9113138.000000 Penalty: 3631.556396
	Iteration 65Q: 3 clusters Score -9113138 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -9113202.000000 Penalty: 3631.556396
	Iteration 66Q: 3 clusters Score -9113202 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9113270.000000 Penalty: 3631.556396
	Iteration 67Q: 3 clusters Score -9113270 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -9113321.000000 Penalty: 3631.556396
	Iteration 68Q: 3 clusters Score -9113321 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -9113413.000000 Penalty: 3631.556396
	Iteration 69Q: 3 clusters Score -9113413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -9113451.000000 Penalty: 3631.556396
	Iteration 70Q: 3 clusters Score -9113451 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -9113496.000000 Penalty: 3631.556396
	Iteration 71Q: 3 clusters Score -9113496 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -9113533.000000 Penalty: 3631.556396
	Iteration 72Q: 3 clusters Score -9113533 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -9113555.000000 Penalty: 3631.556396
	Iteration 73Q: 3 clusters Score -9113555 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -9113590.000000 Penalty: 3631.556396
	Iteration 74Q: 3 clusters Score -9113590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -9113627.000000 Penalty: 3631.556396
	Iteration 75Q: 3 clusters Score -9113627 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9113696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -9113769.000000 Penalty: 3631.556396
	Iteration 77Q: 3 clusters Score -9113769 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -9113800.000000 Penalty: 3631.556396
	Iteration 78Q: 3 clusters Score -9113800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -9113836.000000 Penalty: 3631.556396
	Iteration 79Q: 3 clusters Score -9113836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -9113857.000000 Penalty: 3631.556396
	Iteration 80F: 3 clusters Score -9113857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -9113919.000000 Penalty: 3631.556396
	Iteration 81Q: 3 clusters Score -9113919 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -9113953.000000 Penalty: 3631.556396
	Iteration 82Q: 3 clusters Score -9113953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -9113970.000000 Penalty: 3631.556396
	Iteration 83Q: 3 clusters Score -9113970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -9113991.000000 Penalty: 3631.556396
	Iteration 84Q: 3 clusters Score -9113991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9114022.000000 Penalty: 3631.556396
	Iteration 85Q: 3 clusters Score -9114022 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -9114063.000000 Penalty: 3631.556396
	Iteration 86Q: 3 clusters Score -9114063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9114067.000000 Penalty: 3631.556396
	Iteration 87Q: 3 clusters Score -9114067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -9114097.000000 Penalty: 3631.556396
	Iteration 88Q: 3 clusters Score -9114097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -9114108.000000 Penalty: 3631.556396
	Iteration 89Q: 3 clusters Score -9114108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9114113.000000 Penalty: 3631.556396
	Iteration 90Q: 3 clusters Score -9114113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -9114121.000000 Penalty: 3631.556396
	Iteration 91Q: 3 clusters Score -9114121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -9114137.000000 Penalty: 3631.556396
	Iteration 92Q: 3 clusters Score -9114137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -9114150.000000 Penalty: 3631.556396
	Iteration 93Q: 3 clusters Score -9114150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -9114158.000000 Penalty: 3631.556396
	Iteration 94Q: 3 clusters Score -9114158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -9114161.000000 Penalty: 3631.556396
	Iteration 95Q: 3 clusters Score -9114161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9114164.000000 Penalty: 3631.556396
	Iteration 96Q: 3 clusters Score -9114164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -9114172.000000 Penalty: 3631.556396
	Iteration 97Q: 3 clusters Score -9114172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -9114179.000000 Penalty: 3631.556396
	Iteration 98Q: 3 clusters Score -9114179 nChanged 25
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Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -9114182.000000 Penalty: 3631.556396
	Iteration 99Q: 3 clusters Score -9114182 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -9114190.000000 Penalty: 3631.556396
	Iteration 100F: 3 clusters Score -9114190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -9114185.000000 Penalty: 3631.556396
	Iteration 101Q: 3 clusters Score -9114185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -9114193.000000 Penalty: 3631.556396
	Iteration 102Q: 3 clusters Score -9114193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -9114216.000000 Penalty: 3631.556396
	Iteration 103Q: 3 clusters Score -9114216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9114224.000000 Penalty: 3631.556396
	Iteration 104Q: 3 clusters Score -9114224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -9114227.000000 Penalty: 3631.556396
	Iteration 105Q: 3 clusters Score -9114227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -9114234.000000 Penalty: 3631.556396
	Iteration 106Q: 3 clusters Score -9114234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -9114229.000000 Penalty: 3631.556396
	Iteration 107Q: 3 clusters Score -9114229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -9114236.000000 Penalty: 3631.556396
	Iteration 108Q: 3 clusters Score -9114236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -9114239.000000 Penalty: 3631.556396
	Iteration 109Q: 3 clusters Score -9114239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -9114238.000000 Penalty: 3631.556396
	Iteration 110Q: 3 clusters Score -9114238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9114235.000000 Penalty: 3631.556396
	Iteration 111Q: 3 clusters Score -9114235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -9114239.000000 Penalty: 3631.556396
	Iteration 112Q: 3 clusters Score -9114239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -9114247.000000 Penalty: 3631.556396
	Iteration 113Q: 3 clusters Score -9114247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -9114254.000000 Penalty: 3631.556396
	Iteration 114Q: 3 clusters Score -9114254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -9114257.000000 Penalty: 3631.556396
	Iteration 115Q: 3 clusters Score -9114257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -9114250.000000 Penalty: 3631.556396
	Iteration 116Q: 3 clusters Score -9114250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -9114242.000000 Penalty: 3631.556396
	Iteration 117Q: 3 clusters Score -9114242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -9114248.000000 Penalty: 3631.556396
	Iteration 118Q: 3 clusters Score -9114248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -9114249.000000 Penalty: 3631.556396
	Iteration 119Q: 3 clusters Score -9114249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -9114245.000000 Penalty: 3631.556396
	Iteration 120F: 3 clusters Score -9114245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -9114263.000000 Penalty: 3631.556396
	Iteration 121Q: 3 clusters Score -9114263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -9114266.000000 Penalty: 3631.556396
	Iteration 122Q: 3 clusters Score -9114266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -9114263.000000 Penalty: 3631.556396
	Iteration 123Q: 3 clusters Score -9114263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -9114268.000000 Penalty: 3631.556396
	Iteration 124Q: 3 clusters Score -9114268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -9114277.000000 Penalty: 3631.556396
	Iteration 125Q: 3 clusters Score -9114277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -9114282.000000 Penalty: 3631.556396
	Iteration 126Q: 3 clusters Score -9114282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -9114285.000000 Penalty: 3631.556396
	Iteration 127Q: 3 clusters Score -9114285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -9114284.000000 Penalty: 3631.556396
	Iteration 128Q: 3 clusters Score -9114284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -9114284.000000 Penalty: 3631.556396
	Iteration 129Q: 3 clusters Score -9114284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -9114297.000000 Penalty: 3631.556396
	Iteration 130Q: 3 clusters Score -9114297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -9114298.000000 Penalty: 3631.556396
	Iteration 131Q: 3 clusters Score -9114298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -9114298.000000 Penalty: 3631.556396
	Iteration 132Q: 3 clusters Score -9114298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -9114304.000000 Penalty: 3631.556396
	Iteration 133Q: 3 clusters Score -9114304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -9114304.000000 Penalty: 3631.556396
	Iteration 134F: 3 clusters Score -9114304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Entering Unmasked Estep 
Score: -8009598.500000 Penalty: 1795.488159
	Iteration 0F: 2 clusters Score -8009598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -7967740.500000 Penalty: 3590.976318
	Iteration 0F: 3 clusters Score -7967740 nChanged 29907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -7984762.000000 Penalty: 3590.976318
	Iteration 1F: 3 clusters Score -7984762 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -7985310.500000 Penalty: 3590.976318
	Iteration 2Q: 3 clusters Score -7985310 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -7986130.500000 Penalty: 3590.976318
	Iteration 3Q: 3 clusters Score -7986130 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7987609.000000 Penalty: 3590.976318
	Iteration 4Q: 3 clusters Score -7987609 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -7990061.000000 Penalty: 3590.976318
	Iteration 5F: 3 clusters Score -7990061 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -7994064.500000 Penalty: 3590.976318
	Iteration 6F: 3 clusters Score -7994064 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -7999285.500000 Penalty: 3590.976318
	Iteration 7F: 3 clusters Score -7999286 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -8003905.000000 Penalty: 3590.976318
	Iteration 8F: 3 clusters Score -8003905 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -8006426.000000 Penalty: 3590.976318
	Iteration 9Q: 3 clusters Score -8006426 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -8007474.500000 Penalty: 3590.976318
	Iteration 10Q: 3 clusters Score -8007474 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8007779.500000 Penalty: 3590.976318
	Iteration 11Q: 3 clusters Score -8007780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -8007877.500000 Penalty: 3590.976318
	Iteration 12Q: 3 clusters Score -8007878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -8007917.500000 Penalty: 3590.976318
	Iteration 13Q: 3 clusters Score -8007918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8007934.000000 Penalty: 3590.976318
	Iteration 14Q: 3 clusters Score -8007934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -8007946.000000 Penalty: 3590.976318
	Iteration 15Q: 3 clusters Score -8007946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -8007952.500000 Penalty: 3590.976318
	Iteration 16Q: 3 clusters Score -8007952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -8007959.500000 Penalty: 3590.976318
	Iteration 17Q: 3 clusters Score -8007960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -8007965.500000 Penalty: 3590.976318
	Iteration 18Q: 3 clusters Score -8007966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8007966.000000 Penalty: 3590.976318
	Iteration 19Q: 3 clusters Score -8007966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8007969.500000 Penalty: 3590.976318
	Iteration 20F: 3 clusters Score -8007970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8007969.000000 Penalty: 3590.976318
	Iteration 21Q: 3 clusters Score -8007969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8007969.000000 Penalty: 3590.976318
	Iteration 22F: 3 clusters Score -8007969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67637.429688 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -67637.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66511.093750 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -66511.09 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66697.242188 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66697.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66790.148438 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66790.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66860.187500 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -66860.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66913.570312 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66913.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66940.648438 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66940.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66956.593750 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66956.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66993.429688 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66993.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67004.093750 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -67004.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67006.734375 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -67006.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -67017.757812 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -67017.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67021.382812 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -67021.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67026.781250 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -67026.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67029.625000 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -67029.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67030.367188 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -67030.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67031.195312 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -67031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67031.195312 Penalty: 2075.735840
	Iteration 16F: 3 clusters Score -67031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -27748.371094 Penalty: 917.385132
	Iteration 0F: 2 clusters Score -27748.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26900.625000 Penalty: 1834.770264
	Iteration 0F: 3 clusters Score -26900.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27071.048828 Penalty: 1834.770264
	Iteration 1F: 3 clusters Score -27071.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27134.585938 Penalty: 1834.770264
	Iteration 2F: 3 clusters Score -27134.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27142.871094 Penalty: 1834.770264
	Iteration 3Q: 3 clusters Score -27142.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27156.546875 Penalty: 1834.770264
	Iteration 4Q: 3 clusters Score -27156.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27240.021484 Penalty: 1834.770264
	Iteration 5Q: 3 clusters Score -27240.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27264.572266 Penalty: 1834.770264
	Iteration 6Q: 3 clusters Score -27264.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27281.437500 Penalty: 1834.770264
	Iteration 7Q: 3 clusters Score -27281.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27291.693359 Penalty: 1834.770264
	Iteration 8Q: 3 clusters Score -27291.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27298.726562 Penalty: 1834.770264
	Iteration 9Q: 3 clusters Score -27298.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27302.548828 Penalty: 1834.770264
	Iteration 10Q: 3 clusters Score -27302.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27307.548828 Penalty: 1834.770264
	Iteration 11Q: 3 clusters Score -27307.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27308.576172 Penalty: 1834.770264
	Iteration 12Q: 3 clusters Score -27308.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27320.964844 Penalty: 1834.770264
	Iteration 13F: 3 clusters Score -27320.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27409.191406 Penalty: 1834.770264
	Iteration 14Q: 3 clusters Score -27409.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27485.880859 Penalty: 1834.770264
	Iteration 15Q: 3 clusters Score -27485.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27523.933594 Penalty: 1834.770264
	Iteration 16Q: 3 clusters Score -27523.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27538.070312 Penalty: 1834.770264
	Iteration 17Q: 3 clusters Score -27538.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27545.347656 Penalty: 1834.770264
	Iteration 18Q: 3 clusters Score -27545.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27552.474609 Penalty: 1834.770264
	Iteration 19Q: 3 clusters Score -27552.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27556.390625 Penalty: 1834.770264
	Iteration 20F: 3 clusters Score -27556.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17596.835938 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17596.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17713.185547 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17713.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17742.726562 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -17742.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17763.599609 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17785.042969 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17785.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17806.244141 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -17806.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17816.970703 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -17816.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17821.748047 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -17821.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17827.060547 Penalty: 1703.567749
	Iteration 8Q: 3 clusters Score -17827.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17827.060547 Penalty: 1703.567749
	Iteration 9F: 3 clusters Score -17827.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -501940.937500 Penalty: 1358.815674
	Iteration 0F: 2 clusters Score -501940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -498492.593750 Penalty: 2717.631348
	Iteration 0F: 3 clusters Score -498492.6 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -499385.156250 Penalty: 2717.631348
	Iteration 1F: 3 clusters Score -499385.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -499570.968750 Penalty: 2717.631348
	Iteration 2F: 3 clusters Score -499571 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -499700.062500 Penalty: 2717.631348
	Iteration 3F: 3 clusters Score -499700.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -499776.156250 Penalty: 2717.631348
	Iteration 4Q: 3 clusters Score -499776.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -499827.312500 Penalty: 2717.631348
	Iteration 5Q: 3 clusters Score -499827.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -499868.937500 Penalty: 2717.631348
	Iteration 6Q: 3 clusters Score -499868.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -499897.062500 Penalty: 2717.631348
	Iteration 7Q: 3 clusters Score -499897.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -499926.812500 Penalty: 2717.631348
	Iteration 8Q: 3 clusters Score -499926.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -499954.406250 Penalty: 2717.631348
	Iteration 9Q: 3 clusters Score -499954.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -499984.937500 Penalty: 2717.631348
	Iteration 10Q: 3 clusters Score -499984.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -500009.562500 Penalty: 2717.631348
	Iteration 11Q: 3 clusters Score -500009.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -500035.843750 Penalty: 2717.631348
	Iteration 12Q: 3 clusters Score -500035.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -500065.781250 Penalty: 2717.631348
	Iteration 13Q: 3 clusters Score -500065.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -500099.343750 Penalty: 2717.631348
	Iteration 14Q: 3 clusters Score -500099.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -500125.656250 Penalty: 2717.631348
	Iteration 15Q: 3 clusters Score -500125.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -500156.656250 Penalty: 2717.631348
	Iteration 16Q: 3 clusters Score -500156.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -500191.031250 Penalty: 2717.631348
	Iteration 17Q: 3 clusters Score -500191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -500221.750000 Penalty: 2717.631348
	Iteration 18Q: 3 clusters Score -500221.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -500270.500000 Penalty: 2717.631348
	Iteration 19Q: 3 clusters Score -500270.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -500332.875000 Penalty: 2717.631348
	Iteration 20F: 3 clusters Score -500332.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -500387.937500 Penalty: 2717.631348
	Iteration 21Q: 3 clusters Score -500387.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -500432.500000 Penalty: 2717.631348
	Iteration 22Q: 3 clusters Score -500432.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -500468.968750 Penalty: 2717.631348
	Iteration 23Q: 3 clusters Score -500469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -500504.656250 Penalty: 2717.631348
	Iteration 24Q: 3 clusters Score -500504.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -500538.531250 Penalty: 2717.631348
	Iteration 25Q: 3 clusters Score -500538.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -500571.062500 Penalty: 2717.631348
	Iteration 26Q: 3 clusters Score -500571.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -500595.375000 Penalty: 2717.631348
	Iteration 27Q: 3 clusters Score -500595.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -500624.906250 Penalty: 2717.631348
	Iteration 28Q: 3 clusters Score -500624.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -500648.906250 Penalty: 2717.631348
	Iteration 29Q: 3 clusters Score -500648.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500674.562500 Penalty: 2717.631348
	Iteration 30Q: 3 clusters Score -500674.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -500706.500000 Penalty: 2717.631348
	Iteration 31Q: 3 clusters Score -500706.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -500726.062500 Penalty: 2717.631348
	Iteration 32Q: 3 clusters Score -500726.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -500738.687500 Penalty: 2717.631348
	Iteration 33Q: 3 clusters Score -500738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500748.218750 Penalty: 2717.631348
	Iteration 34Q: 3 clusters Score -500748.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -500755.468750 Penalty: 2717.631348
	Iteration 35Q: 3 clusters Score -500755.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -500763.531250 Penalty: 2717.631348
	Iteration 36Q: 3 clusters Score -500763.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500770.312500 Penalty: 2717.631348
	Iteration 37Q: 3 clusters Score -500770.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500778.375000 Penalty: 2717.631348
	Iteration 38Q: 3 clusters Score -500778.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -500783.968750 Penalty: 2717.631348
	Iteration 39Q: 3 clusters Score -500784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -500789.406250 Penalty: 2717.631348
	Iteration 40F: 3 clusters Score -500789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500796.562500 Penalty: 2717.631348
	Iteration 41Q: 3 clusters Score -500796.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -500801.031250 Penalty: 2717.631348
	Iteration 42Q: 3 clusters Score -500801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500804.562500 Penalty: 2717.631348
	Iteration 43Q: 3 clusters Score -500804.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -500809.125000 Penalty: 2717.631348
	Iteration 44Q: 3 clusters Score -500809.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500813.468750 Penalty: 2717.631348
	Iteration 45Q: 3 clusters Score -500813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -500816.500000 Penalty: 2717.631348
	Iteration 46Q: 3 clusters Score -500816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500820.125000 Penalty: 2717.631348
	Iteration 47Q: 3 clusters Score -500820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500822.406250 Penalty: 2717.631348
	Iteration 48Q: 3 clusters Score -500822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500824.718750 Penalty: 2717.631348
	Iteration 49Q: 3 clusters Score -500824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500826.437500 Penalty: 2717.631348
	Iteration 50Q: 3 clusters Score -500826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500827.375000 Penalty: 2717.631348
	Iteration 51Q: 3 clusters Score -500827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -500827.343750 Penalty: 2717.631348
	Iteration 52Q: 3 clusters Score -500827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500828.687500 Penalty: 2717.631348
	Iteration 53Q: 3 clusters Score -500828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -500829.156250 Penalty: 2717.631348
	Iteration 54Q: 3 clusters Score -500829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -500829.625000 Penalty: 2717.631348
	Iteration 55Q: 3 clusters Score -500829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500829.468750 Penalty: 2717.631348
	Iteration 56Q: 3 clusters Score -500829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -500829.468750 Penalty: 2717.631348
	Iteration 57F: 3 clusters Score -500829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -125254.343750 Penalty: 1121.858887
	Iteration 0F: 2 clusters Score -125254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123780.632812 Penalty: 2243.717773
	Iteration 0F: 3 clusters Score -123780.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124008.132812 Penalty: 2243.717773
	Iteration 1F: 3 clusters Score -124008.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124070.523438 Penalty: 2243.717773
	Iteration 2F: 3 clusters Score -124070.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124106.859375 Penalty: 2243.717773
	Iteration 3Q: 3 clusters Score -124106.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -124129.523438 Penalty: 2243.717773
	Iteration 4Q: 3 clusters Score -124129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124145.960938 Penalty: 2243.717773
	Iteration 5Q: 3 clusters Score -124146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124165.429688 Penalty: 2243.717773
	Iteration 6Q: 3 clusters Score -124165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124183.992188 Penalty: 2243.717773
	Iteration 7Q: 3 clusters Score -124184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -124191.781250 Penalty: 2243.717773
	Iteration 8Q: 3 clusters Score -124191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -124196.882812 Penalty: 2243.717773
	Iteration 9Q: 3 clusters Score -124196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124200.546875 Penalty: 2243.717773
	Iteration 10Q: 3 clusters Score -124200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124200.546875 Penalty: 2243.717773
	Iteration 11F: 3 clusters Score -124200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Entering Unmasked Estep 
Score: -3711290.750000 Penalty: 1670.545410
	Iteration 0F: 2 clusters Score -3711291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3691568.250000 Penalty: 3341.090820
	Iteration 0F: 3 clusters Score -3691568 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3699016.000000 Penalty: 3341.090820
	Iteration 1F: 3 clusters Score -3699016 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3699378.000000 Penalty: 3341.090820
	Iteration 2Q: 3 clusters Score -3699378 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3699705.750000 Penalty: 3341.090820
	Iteration 3Q: 3 clusters Score -3699706 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3700068.250000 Penalty: 3341.090820
	Iteration 4Q: 3 clusters Score -3700068 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3700453.250000 Penalty: 3341.090820
	Iteration 5Q: 3 clusters Score -3700453 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3701010.750000 Penalty: 3341.090820
	Iteration 6Q: 3 clusters Score -3701011 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3701706.500000 Penalty: 3341.090820
	Iteration 7Q: 3 clusters Score -3701706 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3702684.000000 Penalty: 3341.090820
	Iteration 8F: 3 clusters Score -3702684 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3704029.500000 Penalty: 3341.090820
	Iteration 9F: 3 clusters Score -3704030 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3705396.500000 Penalty: 3341.090820
	Iteration 10F: 3 clusters Score -3705396 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3706561.250000 Penalty: 3341.090820
	Iteration 11Q: 3 clusters Score -3706561 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3707481.250000 Penalty: 3341.090820
	Iteration 12Q: 3 clusters Score -3707481 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3708188.250000 Penalty: 3341.090820
	Iteration 13Q: 3 clusters Score -3708188 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3708673.250000 Penalty: 3341.090820
	Iteration 14Q: 3 clusters Score -3708673 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3709070.500000 Penalty: 3341.090820
	Iteration 15Q: 3 clusters Score -3709070 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3709332.250000 Penalty: 3341.090820
	Iteration 16Q: 3 clusters Score -3709332 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3709497.000000 Penalty: 3341.090820
	Iteration 17Q: 3 clusters Score -3709497 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3709618.500000 Penalty: 3341.090820
	Iteration 18Q: 3 clusters Score -3709618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3709695.000000 Penalty: 3341.090820
	Iteration 19Q: 3 clusters Score -3709695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3709727.000000 Penalty: 3341.090820
	Iteration 20F: 3 clusters Score -3709727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3709765.500000 Penalty: 3341.090820
	Iteration 21Q: 3 clusters Score -3709766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3709786.500000 Penalty: 3341.090820
	Iteration 22Q: 3 clusters Score -3709786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3709806.250000 Penalty: 3341.090820
	Iteration 23Q: 3 clusters Score -3709806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3709812.500000 Penalty: 3341.090820
	Iteration 24Q: 3 clusters Score -3709812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3709822.500000 Penalty: 3341.090820
	Iteration 25Q: 3 clusters Score -3709822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3709822.500000 Penalty: 3341.090820
	Iteration 26Q: 3 clusters Score -3709822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3709825.000000 Penalty: 3341.090820
	Iteration 27Q: 3 clusters Score -3709825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3709826.750000 Penalty: 3341.090820
	Iteration 28Q: 3 clusters Score -3709827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3709831.250000 Penalty: 3341.090820
	Iteration 29Q: 3 clusters Score -3709831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3709834.750000 Penalty: 3341.090820
	Iteration 30Q: 3 clusters Score -3709835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3709834.750000 Penalty: 3341.090820
	Iteration 31Q: 3 clusters Score -3709835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3709833.000000 Penalty: 3341.090820
	Iteration 32Q: 3 clusters Score -3709833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3709834.500000 Penalty: 3341.090820
	Iteration 33Q: 3 clusters Score -3709834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3709835.000000 Penalty: 3341.090820
	Iteration 34Q: 3 clusters Score -3709835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3709835.000000 Penalty: 3341.090820
	Iteration 35F: 3 clusters Score -3709835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50917 members 
Mstep: Class 4 contains 93363 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 27853 members 
Mstep: Class 8 contains 79587 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71255 members 
Mstep: Class 13 contains 62891 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 239Q: 20 clusters Score -6.162515e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50917 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 21196 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 27853 members 
Mstep: Class 8 contains 79605 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71254 members 
Mstep: Class 13 contains 62889 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 240F: 20 clusters Score -6.162516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50913 members 
Mstep: Class 4 contains 93343 members 
Mstep: Class 5 contains 21196 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 27858 members 
Mstep: Class 8 contains 79608 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71250 members 
Mstep: Class 13 contains 62890 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 20 clusters Score -6.162507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50913 members 
Mstep: Class 4 contains 93343 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27860 members 
Mstep: Class 8 contains 79609 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35645 members 
Mstep: Class 12 contains 71247 members 
Mstep: Class 13 contains 62889 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 20 clusters Score -6.162505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50912 members 
Mstep: Class 4 contains 93345 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27860 members 
Mstep: Class 8 contains 79613 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35644 members 
Mstep: Class 12 contains 71240 members 
Mstep: Class 13 contains 62889 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 20 clusters Score -6.162506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50908 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 79611 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35644 members 
Mstep: Class 12 contains 71240 members 
Mstep: Class 13 contains 62891 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 20 clusters Score -6.162505e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50905 members 
Mstep: Class 4 contains 93343 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79614 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35645 members 
Mstep: Class 12 contains 71242 members 
Mstep: Class 13 contains 62890 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 20 clusters Score -6.162506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50901 members 
Mstep: Class 4 contains 93336 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79621 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62893 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625068.000000 Penalty: 40476.707031
Iteration 246Q: 20 clusters Score -6.162507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 50900 members 
Mstep: Class 4 contains 93329 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79627 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35644 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62891 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 20 clusters Score -6.16251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 50898 members 
Mstep: Class 4 contains 93328 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 79635 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71242 members 
Mstep: Class 13 contains 62888 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 20 clusters Score -6.16251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50897 members 
Mstep: Class 4 contains 93329 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 79639 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35642 members 
Mstep: Class 12 contains 71238 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625140.000000 Penalty: 40476.707031
Iteration 249Q: 20 clusters Score -6.162514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50895 members 
Mstep: Class 4 contains 93334 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79636 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71237 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 20 clusters Score -6.162513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50895 members 
Mstep: Class 4 contains 93336 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79636 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71236 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 20 clusters Score -6.162514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50895 members 
Mstep: Class 4 contains 93342 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79635 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35645 members 
Mstep: Class 12 contains 71231 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 20 clusters Score -6.162511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50893 members 
Mstep: Class 4 contains 93347 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27869 members 
Mstep: Class 8 contains 79634 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 62884 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 20 clusters Score -6.162512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50892 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 79635 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71227 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 20 clusters Score -6.162514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50892 members 
Mstep: Class 4 contains 93346 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27869 members 
Mstep: Class 8 contains 79633 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 71224 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625136.000000 Penalty: 40476.707031
Iteration 255Q: 20 clusters Score -6.162514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50894 members 
Mstep: Class 4 contains 93349 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27866 members 
Mstep: Class 8 contains 79632 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35650 members 
Mstep: Class 12 contains 71226 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 20 clusters Score -6.162513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50893 members 
Mstep: Class 4 contains 93355 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79632 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 71226 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625112.000000 Penalty: 40476.707031
Iteration 257Q: 20 clusters Score -6.162511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50893 members 
Mstep: Class 4 contains 93357 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27863 members 
Mstep: Class 8 contains 79633 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 71225 members 
Mstep: Class 13 contains 62883 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625120.000000 Penalty: 40476.707031
Iteration 258Q: 20 clusters Score -6.162512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50894 members 
Mstep: Class 4 contains 93360 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 79622 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35650 members 
Mstep: Class 12 contains 71227 members 
Mstep: Class 13 contains 62884 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 259Q: 20 clusters Score -6.162512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50894 members 
Mstep: Class 4 contains 93368 members 
Mstep: Class 5 contains 21199 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 79618 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35650 members 
Mstep: Class 12 contains 71226 members 
Mstep: Class 13 contains 62881 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 29148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625112.000000 Penalty: 40476.707031
Iteration 260F: 20 clusters Score -6.162511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 50896 members 
Mstep: Class 4 contains 93378 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27860 members 
Mstep: Class 8 contains 79615 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35652 members 
Mstep: Class 12 contains 71225 members 
Mstep: Class 13 contains 62878 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625088.000000 Penalty: 40476.707031
Iteration 261Q: 20 clusters Score -6.162509e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 50897 members 
Mstep: Class 4 contains 93401 members 
Mstep: Class 5 contains 21195 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27859 members 
Mstep: Class 8 contains 79605 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35652 members 
Mstep: Class 12 contains 71227 members 
Mstep: Class 13 contains 62873 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625088.000000 Penalty: 40476.707031
Iteration 262Q: 20 clusters Score -6.162509e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 50889 members 
Mstep: Class 4 contains 93424 members 
Mstep: Class 5 contains 21193 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 79597 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35653 members 
Mstep: Class 12 contains 71226 members 
Mstep: Class 13 contains 62867 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625084.000000 Penalty: 40476.707031
Iteration 263Q: 20 clusters Score -6.162508e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 50884 members 
Mstep: Class 4 contains 93451 members 
Mstep: Class 5 contains 21191 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 27858 members 
Mstep: Class 8 contains 79593 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35652 members 
Mstep: Class 12 contains 71220 members 
Mstep: Class 13 contains 62863 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625044.000000 Penalty: 40476.707031
Iteration 264Q: 20 clusters Score -6.162504e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50887 members 
Mstep: Class 4 contains 93477 members 
Mstep: Class 5 contains 21191 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 27855 members 
Mstep: Class 8 contains 79581 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35654 members 
Mstep: Class 12 contains 71214 members 
Mstep: Class 13 contains 62859 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625096.000000 Penalty: 40476.707031
Iteration 265Q: 20 clusters Score -6.16251e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50888 members 
Mstep: Class 4 contains 93488 members 
Mstep: Class 5 contains 21187 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35655 members 
Mstep: Class 12 contains 71213 members 
Mstep: Class 13 contains 62854 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625136.000000 Penalty: 40476.707031
Iteration 266Q: 20 clusters Score -6.162514e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50887 members 
Mstep: Class 4 contains 93492 members 
Mstep: Class 5 contains 21183 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 79586 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35651 members 
Mstep: Class 12 contains 71211 members 
Mstep: Class 13 contains 62848 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625168.000000 Penalty: 40476.707031
Iteration 267Q: 20 clusters Score -6.162517e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50884 members 
Mstep: Class 4 contains 93498 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 27851 members 
Mstep: Class 8 contains 79593 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 71219 members 
Mstep: Class 13 contains 62843 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625208.000000 Penalty: 40476.707031
Iteration 268Q: 20 clusters Score -6.162521e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50882 members 
Mstep: Class 4 contains 93508 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 7 contains 27850 members 
Mstep: Class 8 contains 79589 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71223 members 
Mstep: Class 13 contains 62838 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 269Q: 20 clusters Score -6.162515e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50872 members 
Mstep: Class 4 contains 93506 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8375 members 
Mstep: Class 7 contains 27844 members 
Mstep: Class 8 contains 79587 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71234 members 
Mstep: Class 13 contains 62838 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625192.000000 Penalty: 40476.707031
Iteration 270Q: 20 clusters Score -6.162519e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50866 members 
Mstep: Class 4 contains 93504 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8384 members 
Mstep: Class 7 contains 27840 members 
Mstep: Class 8 contains 79595 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35644 members 
Mstep: Class 12 contains 71238 members 
Mstep: Class 13 contains 62834 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625140.000000 Penalty: 40476.707031
Iteration 271Q: 20 clusters Score -6.162514e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50852 members 
Mstep: Class 4 contains 93505 members 
Mstep: Class 5 contains 21180 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 27839 members 
Mstep: Class 8 contains 79594 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71237 members 
Mstep: Class 13 contains 62837 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625136.000000 Penalty: 40476.707031
Iteration 272Q: 20 clusters Score -6.162514e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50846 members 
Mstep: Class 4 contains 93502 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8407 members 
Mstep: Class 7 contains 27836 members 
Mstep: Class 8 contains 79604 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35645 members 
Mstep: Class 12 contains 71235 members 
Mstep: Class 13 contains 62834 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625172.000000 Penalty: 40476.707031
Iteration 273Q: 20 clusters Score -6.162517e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50841 members 
Mstep: Class 4 contains 93500 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 8420 members 
Mstep: Class 7 contains 27837 members 
Mstep: Class 8 contains 79601 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35646 members 
Mstep: Class 12 contains 71235 members 
Mstep: Class 13 contains 62833 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 274Q: 20 clusters Score -6.162523e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50844 members 
Mstep: Class 4 contains 93487 members 
Mstep: Class 5 contains 21173 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 8 contains 79609 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71234 members 
Mstep: Class 13 contains 62829 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625128.000000 Penalty: 40476.707031
Iteration 275Q: 20 clusters Score -6.162513e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50840 members 
Mstep: Class 4 contains 93498 members 
Mstep: Class 5 contains 21168 members 
Mstep: Class 6 contains 8440 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 8 contains 79607 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35648 members 
Mstep: Class 12 contains 71235 members 
Mstep: Class 13 contains 62825 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625040.000000 Penalty: 40476.707031
Iteration 276Q: 20 clusters Score -6.162504e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50843 members 
Mstep: Class 4 contains 93511 members 
Mstep: Class 5 contains 21168 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 27836 members 
Mstep: Class 8 contains 79598 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 71233 members 
Mstep: Class 13 contains 62824 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625032.000000 Penalty: 40476.707031
Iteration 277Q: 20 clusters Score -6.162503e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50843 members 
Mstep: Class 4 contains 93525 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8440 members 
Mstep: Class 7 contains 27836 members 
Mstep: Class 8 contains 79593 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 71231 members 
Mstep: Class 13 contains 62821 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 278Q: 20 clusters Score -6.162512e+07 nChanged 106
Entering ConstructFrom: 
Score: -61625124.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -163308.640625 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -163308.6 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 704 members 
Entering Unmasked Estep 
Score: -161645.984375 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -161646 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161968.562500 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -161968.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -162046.531250 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -162046.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162090.265625 Penalty: 2347.333984
	Iteration 3Q: 3 clusters Score -162090.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162115.671875 Penalty: 2347.333984
	Iteration 4Q: 3 clusters Score -162115.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162140.281250 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -162140.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162161.562500 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -162161.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162184.156250 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -162184.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -162198.125000 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -162198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162204.062500 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -162204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162209.609375 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -162209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162212.046875 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -162212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162212.562500 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -162212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162212.562500 Penalty: 2347.333984
	Iteration 13F: 3 clusters Score -162212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -629704.375000 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -629704.4 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 2470 members 
Entering Unmasked Estep 
Score: -625732.937500 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -625732.9 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -626766.937500 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -626766.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -626917.062500 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -626917.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -627019.312500 Penalty: 2767.697510
	Iteration 3Q: 3 clusters Score -627019.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -627086.125000 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -627086.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -627141.375000 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -627141.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -627195.687500 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -627195.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -627230.562500 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -627230.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -627261.812500 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -627261.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -627295.937500 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -627295.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -627329.375000 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -627329.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -627362.000000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -627362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -627392.312500 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -627392.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -627428.750000 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -627428.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -627469.500000 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -627469.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -627508.625000 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -627508.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -627545.250000 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -627545.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -627588.187500 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -627588.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -627637.562500 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -627637.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -627693.750000 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -627693.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -627775.937500 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -627775.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -627871.937500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -627871.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -627986.312500 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -627986.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -628083.500000 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -628083.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -628185.000000 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -628185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -628271.250000 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -628271.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -628340.437500 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -628340.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -628401.125000 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -628401.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -628441.937500 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -628441.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -628465.125000 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -628465.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -628490.562500 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -628490.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -628521.937500 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -628521.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -628551.000000 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -628551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -628580.375000 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -628580.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -628605.437500 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -628605.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -628623.875000 Penalty: 2767.697510
	Iteration 35Q: 3 clusters Score -628623.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -628637.187500 Penalty: 2767.697510
	Iteration 36Q: 3 clusters Score -628637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -628650.125000 Penalty: 2767.697510
	Iteration 37Q: 3 clusters Score -628650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -628658.875000 Penalty: 2767.697510
	Iteration 38Q: 3 clusters Score -628658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -628664.875000 Penalty: 2767.697510
	Iteration 39Q: 3 clusters Score -628664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -628671.312500 Penalty: 2767.697510
	Iteration 40F: 3 clusters Score -628671.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -628674.937500 Penalty: 2767.697510
	Iteration 41Q: 3 clusters Score -628674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -628677.750000 Penalty: 2767.697510
	Iteration 42Q: 3 clusters Score -628677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -628678.312500 Penalty: 2767.697510
	Iteration 43Q: 3 clusters Score -628678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -628679.187500 Penalty: 2767.697510
	Iteration 44Q: 3 clusters Score -628679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -628679.437500 Penalty: 2767.697510
	Iteration 45Q: 3 clusters Score -628679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -628680.500000 Penalty: 2767.697510
	Iteration 46Q: 3 clusters Score -628680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -628682.312500 Penalty: 2767.697510
	Iteration 47Q: 3 clusters Score -628682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -628684.437500 Penalty: 2767.697510
	Iteration 48Q: 3 clusters Score -628684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -628685.687500 Penalty: 2767.697510
	Iteration 49Q: 3 clusters Score -628685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -628688.875000 Penalty: 2767.697510
	Iteration 50Q: 3 clusters Score -628688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -628688.250000 Penalty: 2767.697510
	Iteration 51Q: 3 clusters Score -628688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -628691.500000 Penalty: 2767.697510
	Iteration 52Q: 3 clusters Score -628691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -628692.250000 Penalty: 2767.697510
	Iteration 53Q: 3 clusters Score -628692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -628695.562500 Penalty: 2767.697510
	Iteration 54Q: 3 clusters Score -628695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -628695.312500 Penalty: 2767.697510
	Iteration 55Q: 3 clusters Score -628695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -628697.187500 Penalty: 2767.697510
	Iteration 56Q: 3 clusters Score -628697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -628696.375000 Penalty: 2767.697510
	Iteration 57Q: 3 clusters Score -628696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -628697.750000 Penalty: 2767.697510
	Iteration 58Q: 3 clusters Score -628697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -628698.000000 Penalty: 2767.697510
	Iteration 59Q: 3 clusters Score -628698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -628699.125000 Penalty: 2767.697510
	Iteration 60F: 3 clusters Score -628699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -628698.750000 Penalty: 2767.697510
	Iteration 61Q: 3 clusters Score -628698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -628700.750000 Penalty: 2767.697510
	Iteration 62Q: 3 clusters Score -628700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -628702.125000 Penalty: 2767.697510
	Iteration 63Q: 3 clusters Score -628702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -628702.125000 Penalty: 2767.697510
	Iteration 64F: 3 clusters Score -628702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Entering Unmasked Estep 
Score: -6479468.500000 Penalty: 1760.937378
	Iteration 0F: 2 clusters Score -6479468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6445462.000000 Penalty: 3521.874756
	Iteration 0F: 3 clusters Score -6445462 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6459074.000000 Penalty: 3521.874756
	Iteration 1F: 3 clusters Score -6459074 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -6459687.500000 Penalty: 3521.874756
	Iteration 2Q: 3 clusters Score -6459688 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6460336.000000 Penalty: 3521.874756
	Iteration 3Q: 3 clusters Score -6460336 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6461182.000000 Penalty: 3521.874756
	Iteration 4Q: 3 clusters Score -6461182 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -6462274.000000 Penalty: 3521.874756
	Iteration 5Q: 3 clusters Score -6462274 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -6463642.500000 Penalty: 3521.874756
	Iteration 6F: 3 clusters Score -6463642 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6465702.500000 Penalty: 3521.874756
	Iteration 7F: 3 clusters Score -6465702 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -6468111.000000 Penalty: 3521.874756
	Iteration 8F: 3 clusters Score -6468111 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6470509.500000 Penalty: 3521.874756
	Iteration 9F: 3 clusters Score -6470510 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -6472236.000000 Penalty: 3521.874756
	Iteration 10F: 3 clusters Score -6472236 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -6473152.500000 Penalty: 3521.874756
	Iteration 11Q: 3 clusters Score -6473152 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -6473623.000000 Penalty: 3521.874756
	Iteration 12Q: 3 clusters Score -6473623 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -6473918.500000 Penalty: 3521.874756
	Iteration 13Q: 3 clusters Score -6473918 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -6474192.500000 Penalty: 3521.874756
	Iteration 14Q: 3 clusters Score -6474192 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -6474390.000000 Penalty: 3521.874756
	Iteration 15Q: 3 clusters Score -6474390 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6474687.000000 Penalty: 3521.874756
	Iteration 16Q: 3 clusters Score -6474687 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -6474997.000000 Penalty: 3521.874756
	Iteration 17Q: 3 clusters Score -6474997 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -6475307.500000 Penalty: 3521.874756
	Iteration 18Q: 3 clusters Score -6475308 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -6475585.000000 Penalty: 3521.874756
	Iteration 19Q: 3 clusters Score -6475585 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -6475804.000000 Penalty: 3521.874756
	Iteration 20F: 3 clusters Score -6475804 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6475992.500000 Penalty: 3521.874756
	Iteration 21Q: 3 clusters Score -6475992 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6476152.500000 Penalty: 3521.874756
	Iteration 22Q: 3 clusters Score -6476152 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -6476277.500000 Penalty: 3521.874756
	Iteration 23Q: 3 clusters Score -6476278 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6476407.000000 Penalty: 3521.874756
	Iteration 24Q: 3 clusters Score -6476407 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6476484.000000 Penalty: 3521.874756
	Iteration 25Q: 3 clusters Score -6476484 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -6476636.500000 Penalty: 3521.874756
	Iteration 26Q: 3 clusters Score -6476636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6476705.000000 Penalty: 3521.874756
	Iteration 27Q: 3 clusters Score -6476705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6476747.500000 Penalty: 3521.874756
	Iteration 28Q: 3 clusters Score -6476748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6476805.500000 Penalty: 3521.874756
	Iteration 29Q: 3 clusters Score -6476806 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6476868.000000 Penalty: 3521.874756
	Iteration 30Q: 3 clusters Score -6476868 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -6476936.000000 Penalty: 3521.874756
	Iteration 31Q: 3 clusters Score -6476936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6476973.500000 Penalty: 3521.874756
	Iteration 32Q: 3 clusters Score -6476974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6477025.500000 Penalty: 3521.874756
	Iteration 33Q: 3 clusters Score -6477026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -6477074.000000 Penalty: 3521.874756
	Iteration 34Q: 3 clusters Score -6477074 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -6477123.000000 Penalty: 3521.874756
	Iteration 35Q: 3 clusters Score -6477123 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -6477129.500000 Penalty: 3521.874756
	Iteration 36Q: 3 clusters Score -6477130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6477174.000000 Penalty: 3521.874756
	Iteration 37Q: 3 clusters Score -6477174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6477195.000000 Penalty: 3521.874756
	Iteration 38Q: 3 clusters Score -6477195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6477237.000000 Penalty: 3521.874756
	Iteration 39Q: 3 clusters Score -6477237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6477279.500000 Penalty: 3521.874756
	Iteration 40F: 3 clusters Score -6477280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6477316.000000 Penalty: 3521.874756
	Iteration 41Q: 3 clusters Score -6477316 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6477334.000000 Penalty: 3521.874756
	Iteration 42Q: 3 clusters Score -6477334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6477375.000000 Penalty: 3521.874756
	Iteration 43Q: 3 clusters Score -6477375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6477407.500000 Penalty: 3521.874756
	Iteration 44Q: 3 clusters Score -6477408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6477457.500000 Penalty: 3521.874756
	Iteration 45Q: 3 clusters Score -6477458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6477467.000000 Penalty: 3521.874756
	Iteration 46Q: 3 clusters Score -6477467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6477485.000000 Penalty: 3521.874756
	Iteration 47Q: 3 clusters Score -6477485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6477519.000000 Penalty: 3521.874756
	Iteration 48Q: 3 clusters Score -6477519 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6477542.500000 Penalty: 3521.874756
	Iteration 49Q: 3 clusters Score -6477542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6477572.000000 Penalty: 3521.874756
	Iteration 50Q: 3 clusters Score -6477572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6477601.000000 Penalty: 3521.874756
	Iteration 51Q: 3 clusters Score -6477601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6477625.500000 Penalty: 3521.874756
	Iteration 52Q: 3 clusters Score -6477626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6477642.500000 Penalty: 3521.874756
	Iteration 53Q: 3 clusters Score -6477642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6477661.500000 Penalty: 3521.874756
	Iteration 54Q: 3 clusters Score -6477662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6477673.000000 Penalty: 3521.874756
	Iteration 55Q: 3 clusters Score -6477673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6477711.500000 Penalty: 3521.874756
	Iteration 56Q: 3 clusters Score -6477712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6477733.500000 Penalty: 3521.874756
	Iteration 57Q: 3 clusters Score -6477734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6477718.000000 Penalty: 3521.874756
	Iteration 58Q: 3 clusters Score -6477718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6477730.500000 Penalty: 3521.874756
	Iteration 59Q: 3 clusters Score -6477730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6477738.500000 Penalty: 3521.874756
	Iteration 60F: 3 clusters Score -6477738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6477744.500000 Penalty: 3521.874756
	Iteration 61Q: 3 clusters Score -6477744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6477749.500000 Penalty: 3521.874756
	Iteration 62Q: 3 clusters Score -6477750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6477770.500000 Penalty: 3521.874756
	Iteration 63Q: 3 clusters Score -6477770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6477790.500000 Penalty: 3521.874756
	Iteration 64Q: 3 clusters Score -6477790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6477797.000000 Penalty: 3521.874756
	Iteration 65Q: 3 clusters Score -6477797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6477798.000000 Penalty: 3521.874756
	Iteration 66Q: 3 clusters Score -6477798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6477810.500000 Penalty: 3521.874756
	Iteration 67Q: 3 clusters Score -6477810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6477819.000000 Penalty: 3521.874756
	Iteration 68Q: 3 clusters Score -6477819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6477807.500000 Penalty: 3521.874756
	Iteration 69Q: 3 clusters Score -6477808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6477814.500000 Penalty: 3521.874756
	Iteration 70Q: 3 clusters Score -6477814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6477817.000000 Penalty: 3521.874756
	Iteration 71Q: 3 clusters Score -6477817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6477822.500000 Penalty: 3521.874756
	Iteration 72Q: 3 clusters Score -6477822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6477823.500000 Penalty: 3521.874756
	Iteration 73Q: 3 clusters Score -6477824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6477836.500000 Penalty: 3521.874756
	Iteration 74Q: 3 clusters Score -6477836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6477836.500000 Penalty: 3521.874756
	Iteration 75Q: 3 clusters Score -6477836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6477840.000000 Penalty: 3521.874756
	Iteration 76Q: 3 clusters Score -6477840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6477856.000000 Penalty: 3521.874756
	Iteration 77Q: 3 clusters Score -6477856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6477860.000000 Penalty: 3521.874756
	Iteration 78Q: 3 clusters Score -6477860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6477873.000000 Penalty: 3521.874756
	Iteration 79Q: 3 clusters Score -6477873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6477875.000000 Penalty: 3521.874756
	Iteration 80F: 3 clusters Score -6477875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6477874.000000 Penalty: 3521.874756
	Iteration 81Q: 3 clusters Score -6477874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6477873.500000 Penalty: 3521.874756
	Iteration 82Q: 3 clusters Score -6477874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6477876.000000 Penalty: 3521.874756
	Iteration 83Q: 3 clusters Score -6477876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6477872.000000 Penalty: 3521.874756
	Iteration 84Q: 3 clusters Score -6477872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6477878.500000 Penalty: 3521.874756
	Iteration 85Q: 3 clusters Score -6477878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6477886.000000 Penalty: 3521.874756
	Iteration 86Q: 3 clusters Score -6477886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6477883.500000 Penalty: 3521.874756
	Iteration 87Q: 3 clusters Score -6477884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6477888.500000 Penalty: 3521.874756
	Iteration 88Q: 3 clusters Score -6477888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6477888.500000 Penalty: 3521.874756
	Iteration 89Q: 3 clusters Score -6477888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6477889.000000 Penalty: 3521.874756
	Iteration 90Q: 3 clusters Score -6477889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6477886.500000 Penalty: 3521.874756
	Iteration 91Q: 3 clusters Score -6477886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6477892.000000 Penalty: 3521.874756
	Iteration 92Q: 3 clusters Score -6477892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6477892.500000 Penalty: 3521.874756
	Iteration 93Q: 3 clusters Score -6477892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6477893.500000 Penalty: 3521.874756
	Iteration 94Q: 3 clusters Score -6477894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6477896.500000 Penalty: 3521.874756
	Iteration 95Q: 3 clusters Score -6477896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6477898.000000 Penalty: 3521.874756
	Iteration 96Q: 3 clusters Score -6477898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6477901.000000 Penalty: 3521.874756
	Iteration 97Q: 3 clusters Score -6477901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6477904.500000 Penalty: 3521.874756
	Iteration 98Q: 3 clusters Score -6477904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6477903.000000 Penalty: 3521.874756
	Iteration 99Q: 3 clusters Score -6477903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6477907.500000 Penalty: 3521.874756
	Iteration 100F: 3 clusters Score -6477908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6477908.500000 Penalty: 3521.874756
	Iteration 101Q: 3 clusters Score -6477908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6477908.000000 Penalty: 3521.874756
	Iteration 102Q: 3 clusters Score -6477908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6477907.500000 Penalty: 3521.874756
	Iteration 103Q: 3 clusters Score -6477908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6477899.000000 Penalty: 3521.874756
	Iteration 104Q: 3 clusters Score -6477899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6477905.500000 Penalty: 3521.874756
	Iteration 105Q: 3 clusters Score -6477906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6477902.500000 Penalty: 3521.874756
	Iteration 106Q: 3 clusters Score -6477902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6477905.000000 Penalty: 3521.874756
	Iteration 107Q: 3 clusters Score -6477905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6477905.000000 Penalty: 3521.874756
	Iteration 108Q: 3 clusters Score -6477905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6477905.000000 Penalty: 3521.874756
	Iteration 109F: 3 clusters Score -6477905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Entering Unmasked Estep 
Score: -11947828.000000 Penalty: 1859.989746
	Iteration 0F: 2 clusters Score -1.194783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -11889224.000000 Penalty: 3719.979492
	Iteration 0F: 3 clusters Score -1.188922e+07 nChanged 44768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11915068.000000 Penalty: 3719.979492
	Iteration 1F: 3 clusters Score -1.191507e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -11915659.000000 Penalty: 3719.979492
	Iteration 2Q: 3 clusters Score -1.191566e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -11916228.000000 Penalty: 3719.979492
	Iteration 3Q: 3 clusters Score -1.191623e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11917026.000000 Penalty: 3719.979492
	Iteration 4Q: 3 clusters Score -1.191703e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -11918193.000000 Penalty: 3719.979492
	Iteration 5Q: 3 clusters Score -1.191819e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -11919577.000000 Penalty: 3719.979492
	Iteration 6Q: 3 clusters Score -1.191958e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -11921764.000000 Penalty: 3719.979492
	Iteration 7F: 3 clusters Score -1.192176e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -11924918.000000 Penalty: 3719.979492
	Iteration 8F: 3 clusters Score -1.192492e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -11929241.000000 Penalty: 3719.979492
	Iteration 9F: 3 clusters Score -1.192924e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -11934326.000000 Penalty: 3719.979492
	Iteration 10F: 3 clusters Score -1.193433e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -11939273.000000 Penalty: 3719.979492
	Iteration 11F: 3 clusters Score -1.193927e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11942752.000000 Penalty: 3719.979492
	Iteration 12Q: 3 clusters Score -1.194275e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -11944574.000000 Penalty: 3719.979492
	Iteration 13Q: 3 clusters Score -1.194457e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11945506.000000 Penalty: 3719.979492
	Iteration 14Q: 3 clusters Score -1.194551e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11945822.000000 Penalty: 3719.979492
	Iteration 15Q: 3 clusters Score -1.194582e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11945957.000000 Penalty: 3719.979492
	Iteration 16Q: 3 clusters Score -1.194596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11946082.000000 Penalty: 3719.979492
	Iteration 17Q: 3 clusters Score -1.194608e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11946128.000000 Penalty: 3719.979492
	Iteration 18Q: 3 clusters Score -1.194613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11946141.000000 Penalty: 3719.979492
	Iteration 19Q: 3 clusters Score -1.194614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11946147.000000 Penalty: 3719.979492
	Iteration 20F: 3 clusters Score -1.194615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11946151.000000 Penalty: 3719.979492
	Iteration 21Q: 3 clusters Score -1.194615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11946167.000000 Penalty: 3719.979492
	Iteration 22Q: 3 clusters Score -1.194617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11946184.000000 Penalty: 3719.979492
	Iteration 23Q: 3 clusters Score -1.194618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11946186.000000 Penalty: 3719.979492
	Iteration 24Q: 3 clusters Score -1.194619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11946189.000000 Penalty: 3719.979492
	Iteration 25Q: 3 clusters Score -1.194619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11946204.000000 Penalty: 3719.979492
	Iteration 26Q: 3 clusters Score -1.19462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11946202.000000 Penalty: 3719.979492
	Iteration 27Q: 3 clusters Score -1.19462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11946203.000000 Penalty: 3719.979492
	Iteration 28Q: 3 clusters Score -1.19462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11946207.000000 Penalty: 3719.979492
	Iteration 29Q: 3 clusters Score -1.194621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11946207.000000 Penalty: 3719.979492
	Iteration 30F: 3 clusters Score -1.194621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2686130.500000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -2686130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2671759.000000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -2671759 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2677018.000000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -2677018 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2677466.000000 Penalty: 3237.064453
	Iteration 2F: 3 clusters Score -2677466 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2677987.500000 Penalty: 3237.064453
	Iteration 3F: 3 clusters Score -2677988 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2678704.750000 Penalty: 3237.064453
	Iteration 4F: 3 clusters Score -2678705 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2679744.750000 Penalty: 3237.064453
	Iteration 5F: 3 clusters Score -2679745 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2681142.250000 Penalty: 3237.064453
	Iteration 6F: 3 clusters Score -2681142 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2682607.750000 Penalty: 3237.064453
	Iteration 7F: 3 clusters Score -2682608 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2683709.500000 Penalty: 3237.064453
	Iteration 8F: 3 clusters Score -2683710 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2684250.250000 Penalty: 3237.064453
	Iteration 9Q: 3 clusters Score -2684250 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2684491.250000 Penalty: 3237.064453
	Iteration 10Q: 3 clusters Score -2684491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2684608.250000 Penalty: 3237.064453
	Iteration 11Q: 3 clusters Score -2684608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2684646.250000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -2684646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2684659.750000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -2684660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2684662.500000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -2684662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2684664.750000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -2684665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2684676.750000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -2684677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2684676.500000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -2684676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2684685.250000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -2684685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2684685.250000 Penalty: 3237.064453
	Iteration 19F: 3 clusters Score -2684685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -1078173.000000 Penalty: 1469.139160
	Iteration 0F: 2 clusters Score -1078173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1072027.750000 Penalty: 2938.278320
	Iteration 0F: 3 clusters Score -1072028 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1073957.125000 Penalty: 2938.278320
	Iteration 1F: 3 clusters Score -1073957 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1074209.125000 Penalty: 2938.278320
	Iteration 2F: 3 clusters Score -1074209 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1074482.125000 Penalty: 2938.278320
	Iteration 3F: 3 clusters Score -1074482 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1074749.250000 Penalty: 2938.278320
	Iteration 4Q: 3 clusters Score -1074749 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1074999.500000 Penalty: 2938.278320
	Iteration 5Q: 3 clusters Score -1075000 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1075272.000000 Penalty: 2938.278320
	Iteration 6Q: 3 clusters Score -1075272 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1075538.625000 Penalty: 2938.278320
	Iteration 7Q: 3 clusters Score -1075539 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1075794.750000 Penalty: 2938.278320
	Iteration 8Q: 3 clusters Score -1075795 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1076019.000000 Penalty: 2938.278320
	Iteration 9Q: 3 clusters Score -1076019 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1076216.875000 Penalty: 2938.278320
	Iteration 10Q: 3 clusters Score -1076217 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1076388.000000 Penalty: 2938.278320
	Iteration 11Q: 3 clusters Score -1076388 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1076527.875000 Penalty: 2938.278320
	Iteration 12Q: 3 clusters Score -1076528 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1076644.000000 Penalty: 2938.278320
	Iteration 13Q: 3 clusters Score -1076644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1076743.625000 Penalty: 2938.278320
	Iteration 14Q: 3 clusters Score -1076744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1076814.375000 Penalty: 2938.278320
	Iteration 15Q: 3 clusters Score -1076814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1076886.250000 Penalty: 2938.278320
	Iteration 16Q: 3 clusters Score -1076886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1076948.250000 Penalty: 2938.278320
	Iteration 17Q: 3 clusters Score -1076948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1077007.625000 Penalty: 2938.278320
	Iteration 18Q: 3 clusters Score -1077008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1077045.125000 Penalty: 2938.278320
	Iteration 19Q: 3 clusters Score -1077045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1077080.000000 Penalty: 2938.278320
	Iteration 20F: 3 clusters Score -1077080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1077096.875000 Penalty: 2938.278320
	Iteration 21Q: 3 clusters Score -1077097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1077108.875000 Penalty: 2938.278320
	Iteration 22Q: 3 clusters Score -1077109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1077111.375000 Penalty: 2938.278320
	Iteration 23Q: 3 clusters Score -1077111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1077114.750000 Penalty: 2938.278320
	Iteration 24Q: 3 clusters Score -1077115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1077117.625000 Penalty: 2938.278320
	Iteration 25Q: 3 clusters Score -1077118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1077124.750000 Penalty: 2938.278320
	Iteration 26Q: 3 clusters Score -1077125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1077126.000000 Penalty: 2938.278320
	Iteration 27Q: 3 clusters Score -1077126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1077127.500000 Penalty: 2938.278320
	Iteration 28Q: 3 clusters Score -1077128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1077128.375000 Penalty: 2938.278320
	Iteration 29Q: 3 clusters Score -1077128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1077128.625000 Penalty: 2938.278320
	Iteration 30Q: 3 clusters Score -1077129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1077131.375000 Penalty: 2938.278320
	Iteration 31Q: 3 clusters Score -1077131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1077134.125000 Penalty: 2938.278320
	Iteration 32Q: 3 clusters Score -1077134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1077135.375000 Penalty: 2938.278320
	Iteration 33Q: 3 clusters Score -1077135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1077134.250000 Penalty: 2938.278320
	Iteration 34Q: 3 clusters Score -1077134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1077134.375000 Penalty: 2938.278320
	Iteration 35Q: 3 clusters Score -1077134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1077134.375000 Penalty: 2938.278320
	Iteration 36F: 3 clusters Score -1077134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Entering Unmasked Estep 
Score: -3559630.750000 Penalty: 1663.027222
	Iteration 0F: 2 clusters Score -3559631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3540934.750000 Penalty: 3326.054443
	Iteration 0F: 3 clusters Score -3540935 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3547910.250000 Penalty: 3326.054443
	Iteration 1F: 3 clusters Score -3547910 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3548233.000000 Penalty: 3326.054443
	Iteration 2Q: 3 clusters Score -3548233 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3548548.750000 Penalty: 3326.054443
	Iteration 3Q: 3 clusters Score -3548549 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3548897.000000 Penalty: 3326.054443
	Iteration 4Q: 3 clusters Score -3548897 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3549315.000000 Penalty: 3326.054443
	Iteration 5Q: 3 clusters Score -3549315 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3549901.750000 Penalty: 3326.054443
	Iteration 6Q: 3 clusters Score -3549902 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3550748.250000 Penalty: 3326.054443
	Iteration 7F: 3 clusters Score -3550748 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3551927.500000 Penalty: 3326.054443
	Iteration 8F: 3 clusters Score -3551928 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3553334.250000 Penalty: 3326.054443
	Iteration 9F: 3 clusters Score -3553334 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3554736.000000 Penalty: 3326.054443
	Iteration 10F: 3 clusters Score -3554736 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3555821.750000 Penalty: 3326.054443
	Iteration 11Q: 3 clusters Score -3555822 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3556439.750000 Penalty: 3326.054443
	Iteration 12Q: 3 clusters Score -3556440 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3556749.000000 Penalty: 3326.054443
	Iteration 13Q: 3 clusters Score -3556749 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3556933.000000 Penalty: 3326.054443
	Iteration 14Q: 3 clusters Score -3556933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3557071.500000 Penalty: 3326.054443
	Iteration 15Q: 3 clusters Score -3557072 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3557168.000000 Penalty: 3326.054443
	Iteration 16Q: 3 clusters Score -3557168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3557231.750000 Penalty: 3326.054443
	Iteration 17Q: 3 clusters Score -3557232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3557283.250000 Penalty: 3326.054443
	Iteration 18Q: 3 clusters Score -3557283 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3557318.750000 Penalty: 3326.054443
	Iteration 19Q: 3 clusters Score -3557319 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3557342.000000 Penalty: 3326.054443
	Iteration 20F: 3 clusters Score -3557342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3557371.750000 Penalty: 3326.054443
	Iteration 21Q: 3 clusters Score -3557372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3557386.500000 Penalty: 3326.054443
	Iteration 22Q: 3 clusters Score -3557386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3557407.500000 Penalty: 3326.054443
	Iteration 23Q: 3 clusters Score -3557408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3557427.500000 Penalty: 3326.054443
	Iteration 24Q: 3 clusters Score -3557428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3557445.000000 Penalty: 3326.054443
	Iteration 25Q: 3 clusters Score -3557445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3557458.500000 Penalty: 3326.054443
	Iteration 26Q: 3 clusters Score -3557458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3557491.250000 Penalty: 3326.054443
	Iteration 27Q: 3 clusters Score -3557491 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3557511.250000 Penalty: 3326.054443
	Iteration 28Q: 3 clusters Score -3557511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3557529.500000 Penalty: 3326.054443
	Iteration 29Q: 3 clusters Score -3557530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3557544.500000 Penalty: 3326.054443
	Iteration 30Q: 3 clusters Score -3557544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3557575.250000 Penalty: 3326.054443
	Iteration 31Q: 3 clusters Score -3557575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3557594.750000 Penalty: 3326.054443
	Iteration 32Q: 3 clusters Score -3557595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3557607.500000 Penalty: 3326.054443
	Iteration 33Q: 3 clusters Score -3557608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3557636.750000 Penalty: 3326.054443
	Iteration 34Q: 3 clusters Score -3557637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3557650.500000 Penalty: 3326.054443
	Iteration 35Q: 3 clusters Score -3557650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3557649.750000 Penalty: 3326.054443
	Iteration 36Q: 3 clusters Score -3557650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3557666.000000 Penalty: 3326.054443
	Iteration 37Q: 3 clusters Score -3557666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3557673.250000 Penalty: 3326.054443
	Iteration 38Q: 3 clusters Score -3557673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3557678.000000 Penalty: 3326.054443
	Iteration 39Q: 3 clusters Score -3557678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3557683.250000 Penalty: 3326.054443
	Iteration 40F: 3 clusters Score -3557683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3557694.250000 Penalty: 3326.054443
	Iteration 41Q: 3 clusters Score -3557694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3557700.000000 Penalty: 3326.054443
	Iteration 42Q: 3 clusters Score -3557700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3557710.500000 Penalty: 3326.054443
	Iteration 43Q: 3 clusters Score -3557710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3557720.000000 Penalty: 3326.054443
	Iteration 44Q: 3 clusters Score -3557720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3557732.000000 Penalty: 3326.054443
	Iteration 45Q: 3 clusters Score -3557732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3557734.750000 Penalty: 3326.054443
	Iteration 46Q: 3 clusters Score -3557735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3557737.500000 Penalty: 3326.054443
	Iteration 47Q: 3 clusters Score -3557738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3557736.500000 Penalty: 3326.054443
	Iteration 48Q: 3 clusters Score -3557736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3557756.000000 Penalty: 3326.054443
	Iteration 49Q: 3 clusters Score -3557756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3557771.750000 Penalty: 3326.054443
	Iteration 50Q: 3 clusters Score -3557772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3557775.750000 Penalty: 3326.054443
	Iteration 51Q: 3 clusters Score -3557776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3557795.500000 Penalty: 3326.054443
	Iteration 52Q: 3 clusters Score -3557796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3557795.750000 Penalty: 3326.054443
	Iteration 53Q: 3 clusters Score -3557796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3557806.750000 Penalty: 3326.054443
	Iteration 54Q: 3 clusters Score -3557807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3557811.500000 Penalty: 3326.054443
	Iteration 55Q: 3 clusters Score -3557812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3557822.750000 Penalty: 3326.054443
	Iteration 56Q: 3 clusters Score -3557823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3557825.500000 Penalty: 3326.054443
	Iteration 57Q: 3 clusters Score -3557826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3557838.250000 Penalty: 3326.054443
	Iteration 58Q: 3 clusters Score -3557838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3557841.750000 Penalty: 3326.054443
	Iteration 59Q: 3 clusters Score -3557842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3557851.750000 Penalty: 3326.054443
	Iteration 60F: 3 clusters Score -3557852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3557852.250000 Penalty: 3326.054443
	Iteration 61Q: 3 clusters Score -3557852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3557857.500000 Penalty: 3326.054443
	Iteration 62Q: 3 clusters Score -3557858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3557862.000000 Penalty: 3326.054443
	Iteration 63Q: 3 clusters Score -3557862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3557862.250000 Penalty: 3326.054443
	Iteration 64Q: 3 clusters Score -3557862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3557873.750000 Penalty: 3326.054443
	Iteration 65Q: 3 clusters Score -3557874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3557876.000000 Penalty: 3326.054443
	Iteration 66Q: 3 clusters Score -3557876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3557884.750000 Penalty: 3326.054443
	Iteration 67Q: 3 clusters Score -3557885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3557880.250000 Penalty: 3326.054443
	Iteration 68Q: 3 clusters Score -3557880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3557886.000000 Penalty: 3326.054443
	Iteration 69Q: 3 clusters Score -3557886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3557887.250000 Penalty: 3326.054443
	Iteration 70Q: 3 clusters Score -3557887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3557888.750000 Penalty: 3326.054443
	Iteration 71Q: 3 clusters Score -3557889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3557900.500000 Penalty: 3326.054443
	Iteration 72Q: 3 clusters Score -3557900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3557905.000000 Penalty: 3326.054443
	Iteration 73Q: 3 clusters Score -3557905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3557904.750000 Penalty: 3326.054443
	Iteration 74Q: 3 clusters Score -3557905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3557905.000000 Penalty: 3326.054443
	Iteration 75Q: 3 clusters Score -3557905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3557918.750000 Penalty: 3326.054443
	Iteration 76Q: 3 clusters Score -3557919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3557926.000000 Penalty: 3326.054443
	Iteration 77Q: 3 clusters Score -3557926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3557922.250000 Penalty: 3326.054443
	Iteration 78Q: 3 clusters Score -3557922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3557935.250000 Penalty: 3326.054443
	Iteration 79Q: 3 clusters Score -3557935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3557934.500000 Penalty: 3326.054443
	Iteration 80F: 3 clusters Score -3557934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3557941.750000 Penalty: 3326.054443
	Iteration 81Q: 3 clusters Score -3557942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3557945.250000 Penalty: 3326.054443
	Iteration 82Q: 3 clusters Score -3557945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3557943.500000 Penalty: 3326.054443
	Iteration 83Q: 3 clusters Score -3557944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3557950.250000 Penalty: 3326.054443
	Iteration 84Q: 3 clusters Score -3557950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3557949.750000 Penalty: 3326.054443
	Iteration 85Q: 3 clusters Score -3557950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3557951.250000 Penalty: 3326.054443
	Iteration 86Q: 3 clusters Score -3557951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3557955.000000 Penalty: 3326.054443
	Iteration 87Q: 3 clusters Score -3557955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3557955.750000 Penalty: 3326.054443
	Iteration 88Q: 3 clusters Score -3557956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3557959.250000 Penalty: 3326.054443
	Iteration 89Q: 3 clusters Score -3557959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3557964.500000 Penalty: 3326.054443
	Iteration 90Q: 3 clusters Score -3557964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3557968.000000 Penalty: 3326.054443
	Iteration 91Q: 3 clusters Score -3557968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3557973.500000 Penalty: 3326.054443
	Iteration 92Q: 3 clusters Score -3557974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3557973.250000 Penalty: 3326.054443
	Iteration 93Q: 3 clusters Score -3557973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3557978.000000 Penalty: 3326.054443
	Iteration 94Q: 3 clusters Score -3557978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3557976.000000 Penalty: 3326.054443
	Iteration 95Q: 3 clusters Score -3557976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3557976.500000 Penalty: 3326.054443
	Iteration 96Q: 3 clusters Score -3557976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3557980.250000 Penalty: 3326.054443
	Iteration 97Q: 3 clusters Score -3557980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3557983.750000 Penalty: 3326.054443
	Iteration 98Q: 3 clusters Score -3557984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3557980.500000 Penalty: 3326.054443
	Iteration 99Q: 3 clusters Score -3557980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3557984.000000 Penalty: 3326.054443
	Iteration 100F: 3 clusters Score -3557984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3557978.500000 Penalty: 3326.054443
	Iteration 101Q: 3 clusters Score -3557978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3557985.500000 Penalty: 3326.054443
	Iteration 102Q: 3 clusters Score -3557986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3557981.500000 Penalty: 3326.054443
	Iteration 103Q: 3 clusters Score -3557982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3557982.250000 Penalty: 3326.054443
	Iteration 104Q: 3 clusters Score -3557982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3557985.000000 Penalty: 3326.054443
	Iteration 105Q: 3 clusters Score -3557985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3557983.500000 Penalty: 3326.054443
	Iteration 106Q: 3 clusters Score -3557984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3557984.250000 Penalty: 3326.054443
	Iteration 107Q: 3 clusters Score -3557984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3557984.500000 Penalty: 3326.054443
	Iteration 108Q: 3 clusters Score -3557984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3557985.500000 Penalty: 3326.054443
	Iteration 109Q: 3 clusters Score -3557986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3557986.250000 Penalty: 3326.054443
	Iteration 110Q: 3 clusters Score -3557986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3557983.250000 Penalty: 3326.054443
	Iteration 111Q: 3 clusters Score -3557983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3557981.750000 Penalty: 3326.054443
	Iteration 112Q: 3 clusters Score -3557982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3557991.250000 Penalty: 3326.054443
	Iteration 113Q: 3 clusters Score -3557991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3557994.750000 Penalty: 3326.054443
	Iteration 114Q: 3 clusters Score -3557995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3557996.000000 Penalty: 3326.054443
	Iteration 115Q: 3 clusters Score -3557996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3557996.000000 Penalty: 3326.054443
	Iteration 116Q: 3 clusters Score -3557996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3558001.500000 Penalty: 3326.054443
	Iteration 117Q: 3 clusters Score -3558002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3558003.500000 Penalty: 3326.054443
	Iteration 118Q: 3 clusters Score -3558004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3558001.250000 Penalty: 3326.054443
	Iteration 119Q: 3 clusters Score -3558001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3558004.250000 Penalty: 3326.054443
	Iteration 120F: 3 clusters Score -3558004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3558002.250000 Penalty: 3326.054443
	Iteration 121Q: 3 clusters Score -3558002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3558003.000000 Penalty: 3326.054443
	Iteration 122Q: 3 clusters Score -3558003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3558006.500000 Penalty: 3326.054443
	Iteration 123Q: 3 clusters Score -3558006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3558004.250000 Penalty: 3326.054443
	Iteration 124Q: 3 clusters Score -3558004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3558002.750000 Penalty: 3326.054443
	Iteration 125Q: 3 clusters Score -3558003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3558010.750000 Penalty: 3326.054443
	Iteration 126Q: 3 clusters Score -3558011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3558011.500000 Penalty: 3326.054443
	Iteration 127Q: 3 clusters Score -3558012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3558013.000000 Penalty: 3326.054443
	Iteration 128Q: 3 clusters Score -3558013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3558016.750000 Penalty: 3326.054443
	Iteration 129Q: 3 clusters Score -3558017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3558025.750000 Penalty: 3326.054443
	Iteration 130Q: 3 clusters Score -3558026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3558025.500000 Penalty: 3326.054443
	Iteration 131Q: 3 clusters Score -3558026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3558022.750000 Penalty: 3326.054443
	Iteration 132Q: 3 clusters Score -3558023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3558027.750000 Penalty: 3326.054443
	Iteration 133Q: 3 clusters Score -3558028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3558024.000000 Penalty: 3326.054443
	Iteration 134Q: 3 clusters Score -3558024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3558020.250000 Penalty: 3326.054443
	Iteration 135Q: 3 clusters Score -3558020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3558022.500000 Penalty: 3326.054443
	Iteration 136Q: 3 clusters Score -3558022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3558021.500000 Penalty: 3326.054443
	Iteration 137Q: 3 clusters Score -3558022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3558022.000000 Penalty: 3326.054443
	Iteration 138Q: 3 clusters Score -3558022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3558025.250000 Penalty: 3326.054443
	Iteration 139Q: 3 clusters Score -3558025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3558024.000000 Penalty: 3326.054443
	Iteration 140F: 3 clusters Score -3558024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3558024.000000 Penalty: 3326.054443
	Iteration 141Q: 3 clusters Score -3558024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3558026.500000 Penalty: 3326.054443
	Iteration 142Q: 3 clusters Score -3558026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3558027.500000 Penalty: 3326.054443
	Iteration 143Q: 3 clusters Score -3558028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3558027.500000 Penalty: 3326.054443
	Iteration 144F: 3 clusters Score -3558028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Entering Unmasked Estep 
Score: -10219764.000000 Penalty: 1833.736206
	Iteration 0F: 2 clusters Score -1.021976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -10168740.000000 Penalty: 3667.472412
	Iteration 0F: 3 clusters Score -1.016874e+07 nChanged 37899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -10190338.000000 Penalty: 3667.472412
	Iteration 1F: 3 clusters Score -1.019034e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10190796.000000 Penalty: 3667.472412
	Iteration 2Q: 3 clusters Score -1.01908e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -10191207.000000 Penalty: 3667.472412
	Iteration 3Q: 3 clusters Score -1.019121e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -10191678.000000 Penalty: 3667.472412
	Iteration 4Q: 3 clusters Score -1.019168e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -10192239.000000 Penalty: 3667.472412
	Iteration 5Q: 3 clusters Score -1.019224e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -10193075.000000 Penalty: 3667.472412
	Iteration 6Q: 3 clusters Score -1.019308e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -10194255.000000 Penalty: 3667.472412
	Iteration 7Q: 3 clusters Score -1.019426e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -10196131.000000 Penalty: 3667.472412
	Iteration 8Q: 3 clusters Score -1.019613e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -10199310.000000 Penalty: 3667.472412
	Iteration 9F: 3 clusters Score -1.019931e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -10203534.000000 Penalty: 3667.472412
	Iteration 10F: 3 clusters Score -1.020353e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -10208543.000000 Penalty: 3667.472412
	Iteration 11F: 3 clusters Score -1.020854e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -10212598.000000 Penalty: 3667.472412
	Iteration 12F: 3 clusters Score -1.02126e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -10215316.000000 Penalty: 3667.472412
	Iteration 13Q: 3 clusters Score -1.021532e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -10216839.000000 Penalty: 3667.472412
	Iteration 14Q: 3 clusters Score -1.021684e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -10217505.000000 Penalty: 3667.472412
	Iteration 15Q: 3 clusters Score -1.02175e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -10217811.000000 Penalty: 3667.472412
	Iteration 16Q: 3 clusters Score -1.021781e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -10217952.000000 Penalty: 3667.472412
	Iteration 17Q: 3 clusters Score -1.021795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -10218010.000000 Penalty: 3667.472412
	Iteration 18Q: 3 clusters Score -1.021801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -10218067.000000 Penalty: 3667.472412
	Iteration 19Q: 3 clusters Score -1.021807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -10218102.000000 Penalty: 3667.472412
	Iteration 20F: 3 clusters Score -1.02181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -10218124.000000 Penalty: 3667.472412
	Iteration 21Q: 3 clusters Score -1.021812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -10218132.000000 Penalty: 3667.472412
	Iteration 22Q: 3 clusters Score -1.021813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -10218145.000000 Penalty: 3667.472412
	Iteration 23Q: 3 clusters Score -1.021814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -10218148.000000 Penalty: 3667.472412
	Iteration 24Q: 3 clusters Score -1.021815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -10218151.000000 Penalty: 3667.472412
	Iteration 25Q: 3 clusters Score -1.021815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -10218158.000000 Penalty: 3667.472412
	Iteration 26Q: 3 clusters Score -1.021816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -10218160.000000 Penalty: 3667.472412
	Iteration 27Q: 3 clusters Score -1.021816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -10218160.000000 Penalty: 3667.472412
	Iteration 28F: 3 clusters Score -1.021816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13256.326172 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13256.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13514.437500 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13514.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13617.524414 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13617.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13654.521484 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13654.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13690.335938 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13690.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13699.341797 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -13699.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13706.176758 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -13706.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13708.340820 Penalty: 1749.960938
	Iteration 7Q: 3 clusters Score -13708.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13708.340820 Penalty: 1749.960938
	Iteration 8F: 3 clusters Score -13708.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49815.386719 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49815.39 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50201.378906 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50201.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50298.980469 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50298.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50347.089844 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -50347.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50396.730469 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -50396.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50491.234375 Penalty: 2028.722534
	Iteration 5F: 3 clusters Score -50491.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50551.605469 Penalty: 2028.722534
	Iteration 6F: 3 clusters Score -50551.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50621.882812 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50621.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50711.410156 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50711.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50724.019531 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -50724.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -50727.968750 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -50727.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -50734.445312 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -50734.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -50734.445312 Penalty: 2028.722534
	Iteration 12F: 3 clusters Score -50734.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Entering Unmasked Estep 
Score: -4358237.000000 Penalty: 1703.198853
	Iteration 0F: 2 clusters Score -4358237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4334392.000000 Penalty: 3406.397705
	Iteration 0F: 3 clusters Score -4334392 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4343321.000000 Penalty: 3406.397705
	Iteration 1F: 3 clusters Score -4343321 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4343659.500000 Penalty: 3406.397705
	Iteration 2Q: 3 clusters Score -4343660 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4344040.500000 Penalty: 3406.397705
	Iteration 3Q: 3 clusters Score -4344040 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4344374.500000 Penalty: 3406.397705
	Iteration 4Q: 3 clusters Score -4344374 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4344834.000000 Penalty: 3406.397705
	Iteration 5Q: 3 clusters Score -4344834 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4345352.000000 Penalty: 3406.397705
	Iteration 6Q: 3 clusters Score -4345352 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4346056.000000 Penalty: 3406.397705
	Iteration 7Q: 3 clusters Score -4346056 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4347069.500000 Penalty: 3406.397705
	Iteration 8F: 3 clusters Score -4347070 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4348459.500000 Penalty: 3406.397705
	Iteration 9F: 3 clusters Score -4348460 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4350192.000000 Penalty: 3406.397705
	Iteration 10F: 3 clusters Score -4350192 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4351908.000000 Penalty: 3406.397705
	Iteration 11F: 3 clusters Score -4351908 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4353488.500000 Penalty: 3406.397705
	Iteration 12F: 3 clusters Score -4353488 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4354634.500000 Penalty: 3406.397705
	Iteration 13Q: 3 clusters Score -4354634 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4355368.000000 Penalty: 3406.397705
	Iteration 14Q: 3 clusters Score -4355368 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4355870.500000 Penalty: 3406.397705
	Iteration 15Q: 3 clusters Score -4355870 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4356214.500000 Penalty: 3406.397705
	Iteration 16Q: 3 clusters Score -4356214 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4356379.000000 Penalty: 3406.397705
	Iteration 17Q: 3 clusters Score -4356379 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4356478.000000 Penalty: 3406.397705
	Iteration 18Q: 3 clusters Score -4356478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4356576.000000 Penalty: 3406.397705
	Iteration 19Q: 3 clusters Score -4356576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4356637.500000 Penalty: 3406.397705
	Iteration 20F: 3 clusters Score -4356638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4356677.500000 Penalty: 3406.397705
	Iteration 21Q: 3 clusters Score -4356678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4356705.000000 Penalty: 3406.397705
	Iteration 22Q: 3 clusters Score -4356705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4356739.500000 Penalty: 3406.397705
	Iteration 23Q: 3 clusters Score -4356740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4356777.500000 Penalty: 3406.397705
	Iteration 24Q: 3 clusters Score -4356778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4356816.000000 Penalty: 3406.397705
	Iteration 25Q: 3 clusters Score -4356816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4356843.500000 Penalty: 3406.397705
	Iteration 26Q: 3 clusters Score -4356844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4356863.000000 Penalty: 3406.397705
	Iteration 27Q: 3 clusters Score -4356863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4356871.000000 Penalty: 3406.397705
	Iteration 28Q: 3 clusters Score -4356871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4356880.500000 Penalty: 3406.397705
	Iteration 29Q: 3 clusters Score -4356880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4356884.500000 Penalty: 3406.397705
	Iteration 30Q: 3 clusters Score -4356884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4356892.000000 Penalty: 3406.397705
	Iteration 31Q: 3 clusters Score -4356892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4356897.000000 Penalty: 3406.397705
	Iteration 32Q: 3 clusters Score -4356897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4356899.500000 Penalty: 3406.397705
	Iteration 33Q: 3 clusters Score -4356900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4356897.500000 Penalty: 3406.397705
	Iteration 34Q: 3 clusters Score -4356898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4356898.500000 Penalty: 3406.397705
	Iteration 35Q: 3 clusters Score -4356898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4356897.000000 Penalty: 3406.397705
	Iteration 36Q: 3 clusters Score -4356897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4356899.500000 Penalty: 3406.397705
	Iteration 37Q: 3 clusters Score -4356900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4356899.500000 Penalty: 3406.397705
	Iteration 38F: 3 clusters Score -4356900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Entering Unmasked Estep 
Score: -9112185.000000 Penalty: 1815.721313
	Iteration 0F: 2 clusters Score -9112185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -9065546.000000 Penalty: 3631.442627
	Iteration 0F: 3 clusters Score -9065546 nChanged 33771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -9085217.000000 Penalty: 3631.442627
	Iteration 1F: 3 clusters Score -9085217 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -9086419.000000 Penalty: 3631.442627
	Iteration 2Q: 3 clusters Score -9086419 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9088648.000000 Penalty: 3631.442627
	Iteration 3F: 3 clusters Score -9088648 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -9092264.000000 Penalty: 3631.442627
	Iteration 4F: 3 clusters Score -9092264 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -9097547.000000 Penalty: 3631.442627
	Iteration 5F: 3 clusters Score -9097547 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -9103333.000000 Penalty: 3631.442627
	Iteration 6F: 3 clusters Score -9103333 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -9107887.000000 Penalty: 3631.442627
	Iteration 7F: 3 clusters Score -9107887 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -9110054.000000 Penalty: 3631.442627
	Iteration 8Q: 3 clusters Score -9110054 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -9110679.000000 Penalty: 3631.442627
	Iteration 9Q: 3 clusters Score -9110679 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -9110974.000000 Penalty: 3631.442627
	Iteration 10Q: 3 clusters Score -9110974 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -9111137.000000 Penalty: 3631.442627
	Iteration 11Q: 3 clusters Score -9111137 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -9111193.000000 Penalty: 3631.442627
	Iteration 12Q: 3 clusters Score -9111193 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -9111270.000000 Penalty: 3631.442627
	Iteration 13Q: 3 clusters Score -9111270 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -9111339.000000 Penalty: 3631.442627
	Iteration 14Q: 3 clusters Score -9111339 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -9111372.000000 Penalty: 3631.442627
	Iteration 15Q: 3 clusters Score -9111372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -9111407.000000 Penalty: 3631.442627
	Iteration 16Q: 3 clusters Score -9111407 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -9111453.000000 Penalty: 3631.442627
	Iteration 17Q: 3 clusters Score -9111453 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -9111481.000000 Penalty: 3631.442627
	Iteration 18Q: 3 clusters Score -9111481 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -9111530.000000 Penalty: 3631.442627
	Iteration 19Q: 3 clusters Score -9111530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -9111539.000000 Penalty: 3631.442627
	Iteration 20F: 3 clusters Score -9111539 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -9111582.000000 Penalty: 3631.442627
	Iteration 21Q: 3 clusters Score -9111582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -9111626.000000 Penalty: 3631.442627
	Iteration 22Q: 3 clusters Score -9111626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -9111674.000000 Penalty: 3631.442627
	Iteration 23Q: 3 clusters Score -9111674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -9111683.000000 Penalty: 3631.442627
	Iteration 24Q: 3 clusters Score -9111683 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9111675.000000 Penalty: 3631.442627
	Iteration 25Q: 3 clusters Score -9111675 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -9111726.000000 Penalty: 3631.442627
	Iteration 26Q: 3 clusters Score -9111726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -9111740.000000 Penalty: 3631.442627
	Iteration 27Q: 3 clusters Score -9111740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -9111757.000000 Penalty: 3631.442627
	Iteration 28Q: 3 clusters Score -9111757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -9111766.000000 Penalty: 3631.442627
	Iteration 29Q: 3 clusters Score -9111766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -9111775.000000 Penalty: 3631.442627
	Iteration 30Q: 3 clusters Score -9111775 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9111793.000000 Penalty: 3631.442627
	Iteration 31Q: 3 clusters Score -9111793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -9111791.000000 Penalty: 3631.442627
	Iteration 32Q: 3 clusters Score -9111791 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9111807.000000 Penalty: 3631.442627
	Iteration 33Q: 3 clusters Score -9111807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -9111834.000000 Penalty: 3631.442627
	Iteration 34Q: 3 clusters Score -9111834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -9111857.000000 Penalty: 3631.442627
	Iteration 35Q: 3 clusters Score -9111857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9111857.000000 Penalty: 3631.442627
	Iteration 36Q: 3 clusters Score -9111857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -9111855.000000 Penalty: 3631.442627
	Iteration 37Q: 3 clusters Score -9111855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -9111870.000000 Penalty: 3631.442627
	Iteration 38Q: 3 clusters Score -9111870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -9111856.000000 Penalty: 3631.442627
	Iteration 39Q: 3 clusters Score -9111856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -9111861.000000 Penalty: 3631.442627
	Iteration 40F: 3 clusters Score -9111861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9111861.000000 Penalty: 3631.442627
	Iteration 41Q: 3 clusters Score -9111861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -9111866.000000 Penalty: 3631.442627
	Iteration 42Q: 3 clusters Score -9111866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9111876.000000 Penalty: 3631.442627
	Iteration 43Q: 3 clusters Score -9111876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9111877.000000 Penalty: 3631.442627
	Iteration 44Q: 3 clusters Score -9111877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -9111870.000000 Penalty: 3631.442627
	Iteration 45Q: 3 clusters Score -9111870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9111880.000000 Penalty: 3631.442627
	Iteration 46Q: 3 clusters Score -9111880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -9111880.000000 Penalty: 3631.442627
	Iteration 47Q: 3 clusters Score -9111880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -9111867.000000 Penalty: 3631.442627
	Iteration 48Q: 3 clusters Score -9111867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9111864.000000 Penalty: 3631.442627
	Iteration 49Q: 3 clusters Score -9111864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9111866.000000 Penalty: 3631.442627
	Iteration 50Q: 3 clusters Score -9111866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9111875.000000 Penalty: 3631.442627
	Iteration 51Q: 3 clusters Score -9111875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9111883.000000 Penalty: 3631.442627
	Iteration 52Q: 3 clusters Score -9111883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -9111885.000000 Penalty: 3631.442627
	Iteration 53Q: 3 clusters Score -9111885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -9111898.000000 Penalty: 3631.442627
	Iteration 54Q: 3 clusters Score -9111898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9111893.000000 Penalty: 3631.442627
	Iteration 55Q: 3 clusters Score -9111893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9111911.000000 Penalty: 3631.442627
	Iteration 56Q: 3 clusters Score -9111911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -9111914.000000 Penalty: 3631.442627
	Iteration 57Q: 3 clusters Score -9111914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9111901.000000 Penalty: 3631.442627
	Iteration 58Q: 3 clusters Score -9111901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -9111899.000000 Penalty: 3631.442627
	Iteration 59Q: 3 clusters Score -9111899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9111899.000000 Penalty: 3631.442627
	Iteration 60F: 3 clusters Score -9111899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9111899.000000 Penalty: 3631.442627
	Iteration 61Q: 3 clusters Score -9111899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9111898.000000 Penalty: 3631.442627
	Iteration 62Q: 3 clusters Score -9111898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -9111899.000000 Penalty: 3631.442627
	Iteration 63Q: 3 clusters Score -9111899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9111904.000000 Penalty: 3631.442627
	Iteration 64Q: 3 clusters Score -9111904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9111902.000000 Penalty: 3631.442627
	Iteration 65Q: 3 clusters Score -9111902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9111897.000000 Penalty: 3631.442627
	Iteration 66Q: 3 clusters Score -9111897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -9111896.000000 Penalty: 3631.442627
	Iteration 67Q: 3 clusters Score -9111896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9111902.000000 Penalty: 3631.442627
	Iteration 68Q: 3 clusters Score -9111902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9111913.000000 Penalty: 3631.442627
	Iteration 69Q: 3 clusters Score -9111913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -9111913.000000 Penalty: 3631.442627
	Iteration 70Q: 3 clusters Score -9111913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -9111909.000000 Penalty: 3631.442627
	Iteration 71Q: 3 clusters Score -9111909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9111912.000000 Penalty: 3631.442627
	Iteration 72Q: 3 clusters Score -9111912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9111907.000000 Penalty: 3631.442627
	Iteration 73Q: 3 clusters Score -9111907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9111897.000000 Penalty: 3631.442627
	Iteration 74Q: 3 clusters Score -9111897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9111902.000000 Penalty: 3631.442627
	Iteration 75Q: 3 clusters Score -9111902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9111890.000000 Penalty: 3631.442627
	Iteration 76Q: 3 clusters Score -9111890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9111871.000000 Penalty: 3631.442627
	Iteration 77Q: 3 clusters Score -9111871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -9111877.000000 Penalty: 3631.442627
	Iteration 78Q: 3 clusters Score -9111877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -9111870.000000 Penalty: 3631.442627
	Iteration 79Q: 3 clusters Score -9111870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9111872.000000 Penalty: 3631.442627
	Iteration 80F: 3 clusters Score -9111872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9111864.000000 Penalty: 3631.442627
	Iteration 81Q: 3 clusters Score -9111864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -9111867.000000 Penalty: 3631.442627
	Iteration 82Q: 3 clusters Score -9111867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9111863.000000 Penalty: 3631.442627
	Iteration 83Q: 3 clusters Score -9111863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9111868.000000 Penalty: 3631.442627
	Iteration 84Q: 3 clusters Score -9111868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9111868.000000 Penalty: 3631.442627
	Iteration 85Q: 3 clusters Score -9111868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -9111871.000000 Penalty: 3631.442627
	Iteration 86Q: 3 clusters Score -9111871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9111868.000000 Penalty: 3631.442627
	Iteration 87Q: 3 clusters Score -9111868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9111869.000000 Penalty: 3631.442627
	Iteration 88Q: 3 clusters Score -9111869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9111868.000000 Penalty: 3631.442627
	Iteration 89Q: 3 clusters Score -9111868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -9111859.000000 Penalty: 3631.442627
	Iteration 90Q: 3 clusters Score -9111859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -9111857.000000 Penalty: 3631.442627
	Iteration 91Q: 3 clusters Score -9111857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -9111861.000000 Penalty: 3631.442627
	Iteration 92Q: 3 clusters Score -9111861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -9111855.000000 Penalty: 3631.442627
	Iteration 93Q: 3 clusters Score -9111855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9111853.000000 Penalty: 3631.442627
	Iteration 94Q: 3 clusters Score -9111853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9111859.000000 Penalty: 3631.442627
	Iteration 95Q: 3 clusters Score -9111859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9111858.000000 Penalty: 3631.442627
	Iteration 96Q: 3 clusters Score -9111858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9111860.000000 Penalty: 3631.442627
	Iteration 97Q: 3 clusters Score -9111860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9111860.000000 Penalty: 3631.442627
	Iteration 98F: 3 clusters Score -9111860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Entering Unmasked Estep 
Score: -8000836.500000 Penalty: 1795.309814
	Iteration 0F: 2 clusters Score -8000836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7959052.500000 Penalty: 3590.619629
	Iteration 0F: 3 clusters Score -7959052 nChanged 29592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7975809.000000 Penalty: 3590.619629
	Iteration 1F: 3 clusters Score -7975809 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -7976414.000000 Penalty: 3590.619629
	Iteration 2Q: 3 clusters Score -7976414 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -7977272.000000 Penalty: 3590.619629
	Iteration 3Q: 3 clusters Score -7977272 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -7978866.500000 Penalty: 3590.619629
	Iteration 4F: 3 clusters Score -7978866 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -7981914.500000 Penalty: 3590.619629
	Iteration 5F: 3 clusters Score -7981914 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -7986669.000000 Penalty: 3590.619629
	Iteration 6F: 3 clusters Score -7986669 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7992347.000000 Penalty: 3590.619629
	Iteration 7F: 3 clusters Score -7992347 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7996253.000000 Penalty: 3590.619629
	Iteration 8F: 3 clusters Score -7996253 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -7998220.000000 Penalty: 3590.619629
	Iteration 9Q: 3 clusters Score -7998220 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7998862.000000 Penalty: 3590.619629
	Iteration 10Q: 3 clusters Score -7998862 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -7999107.500000 Penalty: 3590.619629
	Iteration 11Q: 3 clusters Score -7999108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -7999182.500000 Penalty: 3590.619629
	Iteration 12Q: 3 clusters Score -7999182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -7999227.500000 Penalty: 3590.619629
	Iteration 13Q: 3 clusters Score -7999228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -7999250.000000 Penalty: 3590.619629
	Iteration 14Q: 3 clusters Score -7999250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -7999263.000000 Penalty: 3590.619629
	Iteration 15Q: 3 clusters Score -7999263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -7999267.500000 Penalty: 3590.619629
	Iteration 16Q: 3 clusters Score -7999268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -7999272.000000 Penalty: 3590.619629
	Iteration 17Q: 3 clusters Score -7999272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -7999272.000000 Penalty: 3590.619629
	Iteration 18F: 3 clusters Score -7999272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67637.429688 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -67637.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66475.992188 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -66475.99 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66684.257812 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66684.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66733.750000 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66733.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66750.257812 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66750.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66756.734375 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66756.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66758.218750 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66758.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66761.859375 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66761.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66762.273438 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66762.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66762.742188 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66762.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66763.875000 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66763.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66766.140625 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66766.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66766.140625 Penalty: 2075.735840
	Iteration 11F: 3 clusters Score -66766.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27638.591797 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27638.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26838.316406 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26838.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26976.867188 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -26976.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27024.882812 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27024.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27055.177734 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27055.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27089.388672 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27089.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27134.660156 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27134.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27150.498047 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27161.837891 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -27161.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27192.156250 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -27192.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27194.097656 Penalty: 1833.619873
	Iteration 9Q: 3 clusters Score -27194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27194.097656 Penalty: 1833.619873
	Iteration 10F: 3 clusters Score -27194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17632.787109 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17632.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17735.009766 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17735.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17760.392578 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -17760.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17765.105469 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17765.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17779.560547 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17779.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17779.560547 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -17779.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -501942.125000 Penalty: 1358.815674
	Iteration 0F: 2 clusters Score -501942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -498442.968750 Penalty: 2717.631348
	Iteration 0F: 3 clusters Score -498443 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -499377.906250 Penalty: 2717.631348
	Iteration 1F: 3 clusters Score -499377.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -499560.468750 Penalty: 2717.631348
	Iteration 2F: 3 clusters Score -499560.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -499716.625000 Penalty: 2717.631348
	Iteration 3F: 3 clusters Score -499716.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -499865.812500 Penalty: 2717.631348
	Iteration 4F: 3 clusters Score -499865.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -500017.625000 Penalty: 2717.631348
	Iteration 5Q: 3 clusters Score -500017.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -500182.281250 Penalty: 2717.631348
	Iteration 6Q: 3 clusters Score -500182.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -500328.500000 Penalty: 2717.631348
	Iteration 7Q: 3 clusters Score -500328.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -500447.906250 Penalty: 2717.631348
	Iteration 8Q: 3 clusters Score -500447.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -500551.031250 Penalty: 2717.631348
	Iteration 9Q: 3 clusters Score -500551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -500626.812500 Penalty: 2717.631348
	Iteration 10Q: 3 clusters Score -500626.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -500685.625000 Penalty: 2717.631348
	Iteration 11Q: 3 clusters Score -500685.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -500730.625000 Penalty: 2717.631348
	Iteration 12Q: 3 clusters Score -500730.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -500763.781250 Penalty: 2717.631348
	Iteration 13Q: 3 clusters Score -500763.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -500796.250000 Penalty: 2717.631348
	Iteration 14Q: 3 clusters Score -500796.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -500820.437500 Penalty: 2717.631348
	Iteration 15Q: 3 clusters Score -500820.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -500840.562500 Penalty: 2717.631348
	Iteration 16Q: 3 clusters Score -500840.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -500856.031250 Penalty: 2717.631348
	Iteration 17Q: 3 clusters Score -500856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -500867.625000 Penalty: 2717.631348
	Iteration 18Q: 3 clusters Score -500867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -500879.031250 Penalty: 2717.631348
	Iteration 19Q: 3 clusters Score -500879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -500892.250000 Penalty: 2717.631348
	Iteration 20F: 3 clusters Score -500892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -500903.687500 Penalty: 2717.631348
	Iteration 21Q: 3 clusters Score -500903.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -500913.562500 Penalty: 2717.631348
	Iteration 22Q: 3 clusters Score -500913.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -500922.906250 Penalty: 2717.631348
	Iteration 23Q: 3 clusters Score -500922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -500929.875000 Penalty: 2717.631348
	Iteration 24Q: 3 clusters Score -500929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -500933.375000 Penalty: 2717.631348
	Iteration 25Q: 3 clusters Score -500933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -500937.812500 Penalty: 2717.631348
	Iteration 26Q: 3 clusters Score -500937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -500940.687500 Penalty: 2717.631348
	Iteration 27Q: 3 clusters Score -500940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -500942.937500 Penalty: 2717.631348
	Iteration 28Q: 3 clusters Score -500942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -500944.000000 Penalty: 2717.631348
	Iteration 29Q: 3 clusters Score -500944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -500946.781250 Penalty: 2717.631348
	Iteration 30Q: 3 clusters Score -500946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -500949.906250 Penalty: 2717.631348
	Iteration 31Q: 3 clusters Score -500949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -500952.562500 Penalty: 2717.631348
	Iteration 32Q: 3 clusters Score -500952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -500954.468750 Penalty: 2717.631348
	Iteration 33Q: 3 clusters Score -500954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -500956.218750 Penalty: 2717.631348
	Iteration 34Q: 3 clusters Score -500956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -500956.781250 Penalty: 2717.631348
	Iteration 35Q: 3 clusters Score -500956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -500959.875000 Penalty: 2717.631348
	Iteration 36Q: 3 clusters Score -500959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -500964.531250 Penalty: 2717.631348
	Iteration 37Q: 3 clusters Score -500964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -500968.343750 Penalty: 2717.631348
	Iteration 38Q: 3 clusters Score -500968.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -500972.750000 Penalty: 2717.631348
	Iteration 39Q: 3 clusters Score -500972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -500973.875000 Penalty: 2717.631348
	Iteration 40F: 3 clusters Score -500973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -500976.156250 Penalty: 2717.631348
	Iteration 41Q: 3 clusters Score -500976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -500977.343750 Penalty: 2717.631348
	Iteration 42Q: 3 clusters Score -500977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -500978.187500 Penalty: 2717.631348
	Iteration 43Q: 3 clusters Score -500978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -500978.875000 Penalty: 2717.631348
	Iteration 44Q: 3 clusters Score -500978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -500979.656250 Penalty: 2717.631348
	Iteration 45Q: 3 clusters Score -500979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -500980.437500 Penalty: 2717.631348
	Iteration 46Q: 3 clusters Score -500980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -500980.843750 Penalty: 2717.631348
	Iteration 47Q: 3 clusters Score -500980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -500980.843750 Penalty: 2717.631348
	Iteration 48F: 3 clusters Score -500980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -124860.304688 Penalty: 1121.368774
	Iteration 0F: 2 clusters Score -124860.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123421.132812 Penalty: 2242.737549
	Iteration 0F: 3 clusters Score -123421.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123645.203125 Penalty: 2242.737549
	Iteration 1F: 3 clusters Score -123645.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123697.132812 Penalty: 2242.737549
	Iteration 2F: 3 clusters Score -123697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123722.968750 Penalty: 2242.737549
	Iteration 3Q: 3 clusters Score -123723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123736.257812 Penalty: 2242.737549
	Iteration 4Q: 3 clusters Score -123736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123740.226562 Penalty: 2242.737549
	Iteration 5Q: 3 clusters Score -123740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123745.070312 Penalty: 2242.737549
	Iteration 6Q: 3 clusters Score -123745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -123750.453125 Penalty: 2242.737549
	Iteration 7Q: 3 clusters Score -123750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123754.437500 Penalty: 2242.737549
	Iteration 8Q: 3 clusters Score -123754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123765.171875 Penalty: 2242.737549
	Iteration 9Q: 3 clusters Score -123765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123778.820312 Penalty: 2242.737549
	Iteration 10Q: 3 clusters Score -123778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123790.546875 Penalty: 2242.737549
	Iteration 11Q: 3 clusters Score -123790.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123803.625000 Penalty: 2242.737549
	Iteration 12Q: 3 clusters Score -123803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123810.156250 Penalty: 2242.737549
	Iteration 13Q: 3 clusters Score -123810.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -123818.101562 Penalty: 2242.737549
	Iteration 14Q: 3 clusters Score -123818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123821.500000 Penalty: 2242.737549
	Iteration 15Q: 3 clusters Score -123821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123828.765625 Penalty: 2242.737549
	Iteration 16Q: 3 clusters Score -123828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123833.656250 Penalty: 2242.737549
	Iteration 17Q: 3 clusters Score -123833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123835.234375 Penalty: 2242.737549
	Iteration 18Q: 3 clusters Score -123835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123835.234375 Penalty: 2242.737549
	Iteration 19F: 3 clusters Score -123835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Entering Unmasked Estep 
Score: -3710881.500000 Penalty: 1670.528687
	Iteration 0F: 2 clusters Score -3710882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3691267.250000 Penalty: 3341.057373
	Iteration 0F: 3 clusters Score -3691267 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3698748.750000 Penalty: 3341.057373
	Iteration 1F: 3 clusters Score -3698749 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3699145.250000 Penalty: 3341.057373
	Iteration 2Q: 3 clusters Score -3699145 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3699477.750000 Penalty: 3341.057373
	Iteration 3Q: 3 clusters Score -3699478 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3699840.750000 Penalty: 3341.057373
	Iteration 4Q: 3 clusters Score -3699841 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3700306.250000 Penalty: 3341.057373
	Iteration 5Q: 3 clusters Score -3700306 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3700984.500000 Penalty: 3341.057373
	Iteration 6Q: 3 clusters Score -3700984 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3701977.000000 Penalty: 3341.057373
	Iteration 7F: 3 clusters Score -3701977 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3703364.500000 Penalty: 3341.057373
	Iteration 8F: 3 clusters Score -3703364 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3705058.750000 Penalty: 3341.057373
	Iteration 9F: 3 clusters Score -3705059 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3706649.250000 Penalty: 3341.057373
	Iteration 10F: 3 clusters Score -3706649 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3707804.250000 Penalty: 3341.057373
	Iteration 11Q: 3 clusters Score -3707804 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3708488.500000 Penalty: 3341.057373
	Iteration 12Q: 3 clusters Score -3708488 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3708886.000000 Penalty: 3341.057373
	Iteration 13Q: 3 clusters Score -3708886 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3709106.500000 Penalty: 3341.057373
	Iteration 14Q: 3 clusters Score -3709106 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3709228.500000 Penalty: 3341.057373
	Iteration 15Q: 3 clusters Score -3709228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3709307.250000 Penalty: 3341.057373
	Iteration 16Q: 3 clusters Score -3709307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3709343.000000 Penalty: 3341.057373
	Iteration 17Q: 3 clusters Score -3709343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3709371.000000 Penalty: 3341.057373
	Iteration 18Q: 3 clusters Score -3709371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3709401.500000 Penalty: 3341.057373
	Iteration 19Q: 3 clusters Score -3709402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3709422.750000 Penalty: 3341.057373
	Iteration 20F: 3 clusters Score -3709423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3709440.250000 Penalty: 3341.057373
	Iteration 21Q: 3 clusters Score -3709440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3709447.250000 Penalty: 3341.057373
	Iteration 22Q: 3 clusters Score -3709447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3709458.250000 Penalty: 3341.057373
	Iteration 23Q: 3 clusters Score -3709458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3709463.500000 Penalty: 3341.057373
	Iteration 24Q: 3 clusters Score -3709464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3709469.500000 Penalty: 3341.057373
	Iteration 25Q: 3 clusters Score -3709470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3709476.750000 Penalty: 3341.057373
	Iteration 26Q: 3 clusters Score -3709477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3709483.000000 Penalty: 3341.057373
	Iteration 27Q: 3 clusters Score -3709483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3709484.000000 Penalty: 3341.057373
	Iteration 28Q: 3 clusters Score -3709484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3709487.750000 Penalty: 3341.057373
	Iteration 29Q: 3 clusters Score -3709488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3709488.000000 Penalty: 3341.057373
	Iteration 30Q: 3 clusters Score -3709488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3709488.000000 Penalty: 3341.057373
	Iteration 31F: 3 clusters Score -3709488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 50845 members 
Mstep: Class 4 contains 93535 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 27834 members 
Mstep: Class 8 contains 79581 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35640 members 
Mstep: Class 12 contains 71230 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625060.000000 Penalty: 40476.707031
Iteration 279Q: 20 clusters Score -6.162506e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 50844 members 
Mstep: Class 4 contains 93536 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 27828 members 
Mstep: Class 8 contains 79580 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35634 members 
Mstep: Class 12 contains 71236 members 
Mstep: Class 13 contains 62819 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625084.000000 Penalty: 40476.707031
Iteration 280F: 20 clusters Score -6.162508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50840 members 
Mstep: Class 4 contains 93543 members 
Mstep: Class 5 contains 21170 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27823 members 
Mstep: Class 8 contains 79572 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35624 members 
Mstep: Class 12 contains 71242 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625056.000000 Penalty: 40476.707031
Iteration 281Q: 20 clusters Score -6.162506e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93551 members 
Mstep: Class 5 contains 21172 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27825 members 
Mstep: Class 8 contains 79563 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35616 members 
Mstep: Class 12 contains 71247 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625016.000000 Penalty: 40476.707031
Iteration 282Q: 20 clusters Score -6.162502e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93555 members 
Mstep: Class 5 contains 21171 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 79557 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35616 members 
Mstep: Class 12 contains 71251 members 
Mstep: Class 13 contains 62820 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625028.000000 Penalty: 40476.707031
Iteration 283Q: 20 clusters Score -6.162503e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50837 members 
Mstep: Class 4 contains 93569 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27819 members 
Mstep: Class 8 contains 79540 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35609 members 
Mstep: Class 12 contains 71260 members 
Mstep: Class 13 contains 62816 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625008.000000 Penalty: 40476.707031
Iteration 284Q: 20 clusters Score -6.162501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50838 members 
Mstep: Class 4 contains 93568 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 27819 members 
Mstep: Class 8 contains 79531 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35607 members 
Mstep: Class 12 contains 71268 members 
Mstep: Class 13 contains 62815 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625036.000000 Penalty: 40476.707031
Iteration 285Q: 20 clusters Score -6.162504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50839 members 
Mstep: Class 4 contains 93559 members 
Mstep: Class 5 contains 21176 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 27820 members 
Mstep: Class 8 contains 79528 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35606 members 
Mstep: Class 12 contains 71273 members 
Mstep: Class 13 contains 62816 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625036.000000 Penalty: 40476.707031
Iteration 286Q: 20 clusters Score -6.162504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50841 members 
Mstep: Class 4 contains 93558 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27820 members 
Mstep: Class 8 contains 79528 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35603 members 
Mstep: Class 12 contains 71274 members 
Mstep: Class 13 contains 62815 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625064.000000 Penalty: 40476.707031
Iteration 287Q: 20 clusters Score -6.162506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50840 members 
Mstep: Class 4 contains 93564 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27817 members 
Mstep: Class 8 contains 79526 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71279 members 
Mstep: Class 13 contains 62813 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625084.000000 Penalty: 40476.707031
Iteration 288Q: 20 clusters Score -6.162508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50840 members 
Mstep: Class 4 contains 93565 members 
Mstep: Class 5 contains 21176 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 79527 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71280 members 
Mstep: Class 13 contains 62816 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625028.000000 Penalty: 40476.707031
Iteration 289Q: 20 clusters Score -6.162503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50838 members 
Mstep: Class 4 contains 93569 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 79530 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71277 members 
Mstep: Class 13 contains 62817 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625044.000000 Penalty: 40476.707031
Iteration 290Q: 20 clusters Score -6.162504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50839 members 
Mstep: Class 4 contains 93567 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 79530 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71276 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625060.000000 Penalty: 40476.707031
Iteration 291Q: 20 clusters Score -6.162506e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50843 members 
Mstep: Class 4 contains 93565 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27816 members 
Mstep: Class 8 contains 79529 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35591 members 
Mstep: Class 12 contains 71272 members 
Mstep: Class 13 contains 62820 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625068.000000 Penalty: 40476.707031
Iteration 292Q: 20 clusters Score -6.162507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50844 members 
Mstep: Class 4 contains 93571 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79529 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71267 members 
Mstep: Class 13 contains 62819 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625052.000000 Penalty: 40476.707031
Iteration 293Q: 20 clusters Score -6.162505e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93580 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27815 members 
Mstep: Class 8 contains 79528 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71262 members 
Mstep: Class 13 contains 62820 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625092.000000 Penalty: 40476.707031
Iteration 294Q: 20 clusters Score -6.162509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50835 members 
Mstep: Class 4 contains 93588 members 
Mstep: Class 5 contains 21176 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 79537 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35586 members 
Mstep: Class 12 contains 71252 members 
Mstep: Class 13 contains 62817 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625024.000000 Penalty: 40476.707031
Iteration 295Q: 20 clusters Score -6.162502e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50834 members 
Mstep: Class 4 contains 93591 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 79544 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62815 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625024.000000 Penalty: 40476.707031
Iteration 296Q: 20 clusters Score -6.162502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50838 members 
Mstep: Class 4 contains 93588 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27810 members 
Mstep: Class 8 contains 79543 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35584 members 
Mstep: Class 12 contains 71244 members 
Mstep: Class 13 contains 62816 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624984.000000 Penalty: 40476.707031
Iteration 297Q: 20 clusters Score -6.162498e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50845 members 
Mstep: Class 4 contains 93586 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 27810 members 
Mstep: Class 8 contains 79545 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 71233 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625008.000000 Penalty: 40476.707031
Iteration 298Q: 20 clusters Score -6.162501e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50851 members 
Mstep: Class 4 contains 93591 members 
Mstep: Class 5 contains 21180 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 27810 members 
Mstep: Class 8 contains 79552 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 71223 members 
Mstep: Class 13 contains 62814 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625028.000000 Penalty: 40476.707031
Iteration 299Q: 20 clusters Score -6.162503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50854 members 
Mstep: Class 4 contains 93596 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 79553 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35579 members 
Mstep: Class 12 contains 71219 members 
Mstep: Class 13 contains 62812 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625052.000000 Penalty: 40476.707031
Iteration 300F: 20 clusters Score -6.162505e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50854 members 
Mstep: Class 4 contains 93604 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79563 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35577 members 
Mstep: Class 12 contains 71215 members 
Mstep: Class 13 contains 62806 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625032.000000 Penalty: 40476.707031
Iteration 301Q: 20 clusters Score -6.162503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50855 members 
Mstep: Class 4 contains 93610 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 27802 members 
Mstep: Class 8 contains 79573 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35579 members 
Mstep: Class 12 contains 71205 members 
Mstep: Class 13 contains 62805 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624988.000000 Penalty: 40476.707031
Iteration 302Q: 20 clusters Score -6.162499e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50851 members 
Mstep: Class 4 contains 93613 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 27794 members 
Mstep: Class 8 contains 79579 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35583 members 
Mstep: Class 12 contains 71204 members 
Mstep: Class 13 contains 62802 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624976.000000 Penalty: 40476.707031
Iteration 303Q: 20 clusters Score -6.162498e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50848 members 
Mstep: Class 4 contains 93607 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 27786 members 
Mstep: Class 8 contains 79597 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71202 members 
Mstep: Class 13 contains 62802 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624956.000000 Penalty: 40476.707031
Iteration 304Q: 20 clusters Score -6.162496e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50850 members 
Mstep: Class 4 contains 93606 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35583 members 
Mstep: Class 12 contains 71205 members 
Mstep: Class 13 contains 62802 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624964.000000 Penalty: 40476.707031
Iteration 305Q: 20 clusters Score -6.162496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50847 members 
Mstep: Class 4 contains 93611 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 12 contains 71209 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625044.000000 Penalty: 40476.707031
Iteration 306Q: 20 clusters Score -6.162504e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50846 members 
Mstep: Class 4 contains 93606 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 79615 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71204 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625072.000000 Penalty: 40476.707031
Iteration 307Q: 20 clusters Score -6.162507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50841 members 
Mstep: Class 4 contains 93611 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 79628 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35589 members 
Mstep: Class 12 contains 71194 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624984.000000 Penalty: 40476.707031
Iteration 308Q: 20 clusters Score -6.162498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50839 members 
Mstep: Class 4 contains 93619 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8451 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79633 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 71192 members 
Mstep: Class 13 contains 62789 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624988.000000 Penalty: 40476.707031
Iteration 309Q: 20 clusters Score -6.162499e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93619 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79654 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71180 members 
Mstep: Class 13 contains 62785 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625052.000000 Penalty: 40476.707031
Iteration 310Q: 20 clusters Score -6.162505e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50835 members 
Mstep: Class 4 contains 93621 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 79655 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 12 contains 71183 members 
Mstep: Class 13 contains 62777 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625072.000000 Penalty: 40476.707031
Iteration 311Q: 20 clusters Score -6.162507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93628 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79653 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 12 contains 71174 members 
Mstep: Class 13 contains 62774 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625072.000000 Penalty: 40476.707031
Iteration 312Q: 20 clusters Score -6.162507e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93630 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 79659 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35589 members 
Mstep: Class 12 contains 71168 members 
Mstep: Class 13 contains 62767 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625092.000000 Penalty: 40476.707031
Iteration 313Q: 20 clusters Score -6.162509e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 93623 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79677 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 71163 members 
Mstep: Class 13 contains 62762 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625136.000000 Penalty: 40476.707031
Iteration 314Q: 20 clusters Score -6.162514e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50835 members 
Mstep: Class 4 contains 93614 members 
Mstep: Class 5 contains 21178 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79697 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71157 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 315Q: 20 clusters Score -6.162516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50832 members 
Mstep: Class 4 contains 93617 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27781 members 
Mstep: Class 8 contains 79703 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71152 members 
Mstep: Class 13 contains 62757 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625184.000000 Penalty: 40476.707031
Iteration 316Q: 20 clusters Score -6.162518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50829 members 
Mstep: Class 4 contains 93634 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 79693 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62756 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625132.000000 Penalty: 40476.707031
Iteration 317Q: 20 clusters Score -6.162513e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50828 members 
Mstep: Class 4 contains 93645 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 79680 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71155 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625152.000000 Penalty: 40476.707031
Iteration 318Q: 20 clusters Score -6.162515e+07 nChanged 69
Entering ConstructFrom: 
Score: -61625152.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -163300.937500 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -163300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161590.671875 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -161590.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161897.953125 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -161898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161986.078125 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -161986.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162043.437500 Penalty: 2347.333984
	Iteration 3Q: 3 clusters Score -162043.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162090.546875 Penalty: 2347.333984
	Iteration 4Q: 3 clusters Score -162090.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -162124.921875 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -162124.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162145.968750 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -162146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162169.859375 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -162169.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162193.390625 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -162193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162203.156250 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -162203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162209.343750 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -162209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162216.906250 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -162216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162222.390625 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -162222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -162227.359375 Penalty: 2347.333984
	Iteration 13Q: 3 clusters Score -162227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162232.593750 Penalty: 2347.333984
	Iteration 14Q: 3 clusters Score -162232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162236.671875 Penalty: 2347.333984
	Iteration 15Q: 3 clusters Score -162236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -162239.687500 Penalty: 2347.333984
	Iteration 16Q: 3 clusters Score -162239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162244.062500 Penalty: 2347.333984
	Iteration 17Q: 3 clusters Score -162244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162245.953125 Penalty: 2347.333984
	Iteration 18Q: 3 clusters Score -162246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162249.046875 Penalty: 2347.333984
	Iteration 19Q: 3 clusters Score -162249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -162249.921875 Penalty: 2347.333984
	Iteration 20F: 3 clusters Score -162249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -629073.437500 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -629073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -625053.937500 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -625053.9 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -626265.062500 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -626265.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -626497.875000 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -626497.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -626723.125000 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -626723.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -626953.250000 Penalty: 2767.372070
	Iteration 4F: 3 clusters Score -626953.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -627180.062500 Penalty: 2767.372070
	Iteration 5F: 3 clusters Score -627180.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -627397.250000 Penalty: 2767.372070
	Iteration 6F: 3 clusters Score -627397.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -627556.437500 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -627556.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -627642.875000 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -627642.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -627698.937500 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -627698.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -627737.750000 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -627737.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -627765.875000 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -627765.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -627786.062500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -627786.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -627805.812500 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -627805.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -627824.375000 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -627824.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -627838.187500 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -627838.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -627852.750000 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -627852.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -627863.437500 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -627863.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -627867.812500 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -627867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -627874.000000 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -627874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -627879.187500 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -627879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -627880.812500 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -627880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -627883.750000 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -627883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -627883.687500 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -627883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -627886.062500 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -627886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -627888.687500 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -627888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -627888.375000 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -627888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -627890.750000 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -627890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -627890.875000 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -627890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -627891.187500 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -627891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -627891.312500 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -627891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -627891.937500 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -627891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -627892.187500 Penalty: 2767.372070
	Iteration 32Q: 3 clusters Score -627892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -627892.125000 Penalty: 2767.372070
	Iteration 33Q: 3 clusters Score -627892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -627892.125000 Penalty: 2767.372070
	Iteration 34F: 3 clusters Score -627892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Entering Unmasked Estep 
Score: -6477715.000000 Penalty: 1760.892578
	Iteration 0F: 2 clusters Score -6477715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6443830.000000 Penalty: 3521.785156
	Iteration 0F: 3 clusters Score -6443830 nChanged 23757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -6457419.500000 Penalty: 3521.785156
	Iteration 1F: 3 clusters Score -6457420 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -6458149.500000 Penalty: 3521.785156
	Iteration 2Q: 3 clusters Score -6458150 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -6459311.500000 Penalty: 3521.785156
	Iteration 3F: 3 clusters Score -6459312 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -6461091.500000 Penalty: 3521.785156
	Iteration 4F: 3 clusters Score -6461092 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -6463625.500000 Penalty: 3521.785156
	Iteration 5F: 3 clusters Score -6463626 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -6466727.000000 Penalty: 3521.785156
	Iteration 6F: 3 clusters Score -6466727 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -6469725.500000 Penalty: 3521.785156
	Iteration 7F: 3 clusters Score -6469726 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6471854.500000 Penalty: 3521.785156
	Iteration 8Q: 3 clusters Score -6471854 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6473127.500000 Penalty: 3521.785156
	Iteration 9Q: 3 clusters Score -6473128 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -6473890.500000 Penalty: 3521.785156
	Iteration 10Q: 3 clusters Score -6473890 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6474436.000000 Penalty: 3521.785156
	Iteration 11Q: 3 clusters Score -6474436 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6474774.500000 Penalty: 3521.785156
	Iteration 12Q: 3 clusters Score -6474774 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6475018.500000 Penalty: 3521.785156
	Iteration 13Q: 3 clusters Score -6475018 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -6475268.500000 Penalty: 3521.785156
	Iteration 14Q: 3 clusters Score -6475268 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6475442.000000 Penalty: 3521.785156
	Iteration 15Q: 3 clusters Score -6475442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6475617.000000 Penalty: 3521.785156
	Iteration 16Q: 3 clusters Score -6475617 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6475758.000000 Penalty: 3521.785156
	Iteration 17Q: 3 clusters Score -6475758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6475840.500000 Penalty: 3521.785156
	Iteration 18Q: 3 clusters Score -6475840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6475908.500000 Penalty: 3521.785156
	Iteration 19Q: 3 clusters Score -6475908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6475957.000000 Penalty: 3521.785156
	Iteration 20F: 3 clusters Score -6475957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6475982.000000 Penalty: 3521.785156
	Iteration 21Q: 3 clusters Score -6475982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -6476030.000000 Penalty: 3521.785156
	Iteration 22Q: 3 clusters Score -6476030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -6476044.000000 Penalty: 3521.785156
	Iteration 23Q: 3 clusters Score -6476044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -6476064.500000 Penalty: 3521.785156
	Iteration 24Q: 3 clusters Score -6476064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -6476085.000000 Penalty: 3521.785156
	Iteration 25Q: 3 clusters Score -6476085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6476121.500000 Penalty: 3521.785156
	Iteration 26Q: 3 clusters Score -6476122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6476121.500000 Penalty: 3521.785156
	Iteration 27Q: 3 clusters Score -6476122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6476132.500000 Penalty: 3521.785156
	Iteration 28Q: 3 clusters Score -6476132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6476148.500000 Penalty: 3521.785156
	Iteration 29Q: 3 clusters Score -6476148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -6476162.000000 Penalty: 3521.785156
	Iteration 30Q: 3 clusters Score -6476162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -6476164.000000 Penalty: 3521.785156
	Iteration 31Q: 3 clusters Score -6476164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6476175.000000 Penalty: 3521.785156
	Iteration 32Q: 3 clusters Score -6476175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -6476202.500000 Penalty: 3521.785156
	Iteration 33Q: 3 clusters Score -6476202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -6476200.000000 Penalty: 3521.785156
	Iteration 34Q: 3 clusters Score -6476200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6476211.500000 Penalty: 3521.785156
	Iteration 35Q: 3 clusters Score -6476212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6476213.500000 Penalty: 3521.785156
	Iteration 36Q: 3 clusters Score -6476214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -6476220.000000 Penalty: 3521.785156
	Iteration 37Q: 3 clusters Score -6476220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -6476220.500000 Penalty: 3521.785156
	Iteration 38Q: 3 clusters Score -6476220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6476236.500000 Penalty: 3521.785156
	Iteration 39Q: 3 clusters Score -6476236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6476243.500000 Penalty: 3521.785156
	Iteration 40F: 3 clusters Score -6476244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6476238.000000 Penalty: 3521.785156
	Iteration 41Q: 3 clusters Score -6476238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -6476234.500000 Penalty: 3521.785156
	Iteration 42Q: 3 clusters Score -6476234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6476241.000000 Penalty: 3521.785156
	Iteration 43Q: 3 clusters Score -6476241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6476243.000000 Penalty: 3521.785156
	Iteration 44Q: 3 clusters Score -6476243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -6476248.000000 Penalty: 3521.785156
	Iteration 45Q: 3 clusters Score -6476248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6476244.500000 Penalty: 3521.785156
	Iteration 46Q: 3 clusters Score -6476244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6476247.000000 Penalty: 3521.785156
	Iteration 47Q: 3 clusters Score -6476247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6476248.500000 Penalty: 3521.785156
	Iteration 48Q: 3 clusters Score -6476248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6476248.000000 Penalty: 3521.785156
	Iteration 49Q: 3 clusters Score -6476248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6476246.500000 Penalty: 3521.785156
	Iteration 50Q: 3 clusters Score -6476246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6476246.500000 Penalty: 3521.785156
	Iteration 51Q: 3 clusters Score -6476246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -6476248.500000 Penalty: 3521.785156
	Iteration 52Q: 3 clusters Score -6476248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6476249.500000 Penalty: 3521.785156
	Iteration 53Q: 3 clusters Score -6476250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6476249.500000 Penalty: 3521.785156
	Iteration 54F: 3 clusters Score -6476250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Entering Unmasked Estep 
Score: -11963019.000000 Penalty: 1860.192871
	Iteration 0F: 2 clusters Score -1.196302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -11904402.000000 Penalty: 3720.385742
	Iteration 0F: 3 clusters Score -1.19044e+07 nChanged 44761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -11930077.000000 Penalty: 3720.385742
	Iteration 1F: 3 clusters Score -1.193008e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -11930499.000000 Penalty: 3720.385742
	Iteration 2Q: 3 clusters Score -1.19305e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -11930805.000000 Penalty: 3720.385742
	Iteration 3Q: 3 clusters Score -1.19308e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -11931187.000000 Penalty: 3720.385742
	Iteration 4Q: 3 clusters Score -1.193119e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -11931541.000000 Penalty: 3720.385742
	Iteration 5Q: 3 clusters Score -1.193154e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -11932039.000000 Penalty: 3720.385742
	Iteration 6Q: 3 clusters Score -1.193204e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -11932830.000000 Penalty: 3720.385742
	Iteration 7Q: 3 clusters Score -1.193283e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -11934018.000000 Penalty: 3720.385742
	Iteration 8Q: 3 clusters Score -1.193402e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -11936213.000000 Penalty: 3720.385742
	Iteration 9Q: 3 clusters Score -1.193621e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -11939766.000000 Penalty: 3720.385742
	Iteration 10F: 3 clusters Score -1.193977e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -11945167.000000 Penalty: 3720.385742
	Iteration 11F: 3 clusters Score -1.194517e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -11950914.000000 Penalty: 3720.385742
	Iteration 12F: 3 clusters Score -1.195091e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -11955585.000000 Penalty: 3720.385742
	Iteration 13F: 3 clusters Score -1.195558e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -11958344.000000 Penalty: 3720.385742
	Iteration 14Q: 3 clusters Score -1.195834e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11959770.000000 Penalty: 3720.385742
	Iteration 15Q: 3 clusters Score -1.195977e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11960510.000000 Penalty: 3720.385742
	Iteration 16Q: 3 clusters Score -1.196051e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11960866.000000 Penalty: 3720.385742
	Iteration 17Q: 3 clusters Score -1.196087e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11961028.000000 Penalty: 3720.385742
	Iteration 18Q: 3 clusters Score -1.196103e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11961150.000000 Penalty: 3720.385742
	Iteration 19Q: 3 clusters Score -1.196115e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11961212.000000 Penalty: 3720.385742
	Iteration 20F: 3 clusters Score -1.196121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11961260.000000 Penalty: 3720.385742
	Iteration 21Q: 3 clusters Score -1.196126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -11961305.000000 Penalty: 3720.385742
	Iteration 22Q: 3 clusters Score -1.19613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11961323.000000 Penalty: 3720.385742
	Iteration 23Q: 3 clusters Score -1.196132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11961331.000000 Penalty: 3720.385742
	Iteration 24Q: 3 clusters Score -1.196133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11961332.000000 Penalty: 3720.385742
	Iteration 25Q: 3 clusters Score -1.196133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11961335.000000 Penalty: 3720.385742
	Iteration 26Q: 3 clusters Score -1.196134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11961338.000000 Penalty: 3720.385742
	Iteration 27Q: 3 clusters Score -1.196134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11961341.000000 Penalty: 3720.385742
	Iteration 28Q: 3 clusters Score -1.196134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11961345.000000 Penalty: 3720.385742
	Iteration 29Q: 3 clusters Score -1.196134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11961347.000000 Penalty: 3720.385742
	Iteration 30Q: 3 clusters Score -1.196135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11961350.000000 Penalty: 3720.385742
	Iteration 31Q: 3 clusters Score -1.196135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11961353.000000 Penalty: 3720.385742
	Iteration 32Q: 3 clusters Score -1.196135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11961353.000000 Penalty: 3720.385742
	Iteration 33F: 3 clusters Score -1.196135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -2686903.000000 Penalty: 1618.578247
	Iteration 0F: 2 clusters Score -2686903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2672436.000000 Penalty: 3237.156494
	Iteration 0F: 3 clusters Score -2672436 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2677849.500000 Penalty: 3237.156494
	Iteration 1F: 3 clusters Score -2677850 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2678129.500000 Penalty: 3237.156494
	Iteration 2Q: 3 clusters Score -2678130 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2678397.750000 Penalty: 3237.156494
	Iteration 3Q: 3 clusters Score -2678398 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2678658.250000 Penalty: 3237.156494
	Iteration 4Q: 3 clusters Score -2678658 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2678963.000000 Penalty: 3237.156494
	Iteration 5Q: 3 clusters Score -2678963 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2679363.250000 Penalty: 3237.156494
	Iteration 6Q: 3 clusters Score -2679363 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2679905.500000 Penalty: 3237.156494
	Iteration 7F: 3 clusters Score -2679906 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2680557.500000 Penalty: 3237.156494
	Iteration 8F: 3 clusters Score -2680558 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2681328.000000 Penalty: 3237.156494
	Iteration 9F: 3 clusters Score -2681328 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2682191.750000 Penalty: 3237.156494
	Iteration 10F: 3 clusters Score -2682192 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2683038.000000 Penalty: 3237.156494
	Iteration 11F: 3 clusters Score -2683038 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2683757.000000 Penalty: 3237.156494
	Iteration 12Q: 3 clusters Score -2683757 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2684350.500000 Penalty: 3237.156494
	Iteration 13Q: 3 clusters Score -2684350 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2684758.750000 Penalty: 3237.156494
	Iteration 14Q: 3 clusters Score -2684759 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2685034.750000 Penalty: 3237.156494
	Iteration 15Q: 3 clusters Score -2685035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2685219.750000 Penalty: 3237.156494
	Iteration 16Q: 3 clusters Score -2685220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2685331.750000 Penalty: 3237.156494
	Iteration 17Q: 3 clusters Score -2685332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2685387.000000 Penalty: 3237.156494
	Iteration 18Q: 3 clusters Score -2685387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2685424.500000 Penalty: 3237.156494
	Iteration 19Q: 3 clusters Score -2685424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2685441.750000 Penalty: 3237.156494
	Iteration 20F: 3 clusters Score -2685442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2685452.500000 Penalty: 3237.156494
	Iteration 21Q: 3 clusters Score -2685452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2685457.750000 Penalty: 3237.156494
	Iteration 22Q: 3 clusters Score -2685458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2685460.250000 Penalty: 3237.156494
	Iteration 23Q: 3 clusters Score -2685460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2685467.000000 Penalty: 3237.156494
	Iteration 24Q: 3 clusters Score -2685467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2685473.000000 Penalty: 3237.156494
	Iteration 25Q: 3 clusters Score -2685473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2685474.000000 Penalty: 3237.156494
	Iteration 26Q: 3 clusters Score -2685474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2685473.500000 Penalty: 3237.156494
	Iteration 27Q: 3 clusters Score -2685474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2685473.500000 Penalty: 3237.156494
	Iteration 28Q: 3 clusters Score -2685474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2685473.500000 Penalty: 3237.156494
	Iteration 29F: 3 clusters Score -2685474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -1079757.750000 Penalty: 1469.369873
	Iteration 0F: 2 clusters Score -1079758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1073512.625000 Penalty: 2938.739746
	Iteration 0F: 3 clusters Score -1073513 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1075395.250000 Penalty: 2938.739746
	Iteration 1F: 3 clusters Score -1075395 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1075580.000000 Penalty: 2938.739746
	Iteration 2F: 3 clusters Score -1075580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1075727.375000 Penalty: 2938.739746
	Iteration 3Q: 3 clusters Score -1075727 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1075880.875000 Penalty: 2938.739746
	Iteration 4Q: 3 clusters Score -1075881 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1076095.000000 Penalty: 2938.739746
	Iteration 5Q: 3 clusters Score -1076095 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1076365.875000 Penalty: 2938.739746
	Iteration 6Q: 3 clusters Score -1076366 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1076663.125000 Penalty: 2938.739746
	Iteration 7Q: 3 clusters Score -1076663 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1076953.125000 Penalty: 2938.739746
	Iteration 8F: 3 clusters Score -1076953 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1077276.875000 Penalty: 2938.739746
	Iteration 9F: 3 clusters Score -1077277 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1077630.875000 Penalty: 2938.739746
	Iteration 10F: 3 clusters Score -1077631 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1077945.750000 Penalty: 2938.739746
	Iteration 11Q: 3 clusters Score -1077946 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1078209.250000 Penalty: 2938.739746
	Iteration 12Q: 3 clusters Score -1078209 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1078364.500000 Penalty: 2938.739746
	Iteration 13Q: 3 clusters Score -1078364 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1078433.375000 Penalty: 2938.739746
	Iteration 14Q: 3 clusters Score -1078433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1078470.750000 Penalty: 2938.739746
	Iteration 15Q: 3 clusters Score -1078471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1078495.250000 Penalty: 2938.739746
	Iteration 16Q: 3 clusters Score -1078495 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1078515.500000 Penalty: 2938.739746
	Iteration 17Q: 3 clusters Score -1078516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1078529.000000 Penalty: 2938.739746
	Iteration 18Q: 3 clusters Score -1078529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1078538.500000 Penalty: 2938.739746
	Iteration 19Q: 3 clusters Score -1078538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1078547.125000 Penalty: 2938.739746
	Iteration 20F: 3 clusters Score -1078547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1078559.125000 Penalty: 2938.739746
	Iteration 21Q: 3 clusters Score -1078559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1078562.750000 Penalty: 2938.739746
	Iteration 22Q: 3 clusters Score -1078563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1078570.625000 Penalty: 2938.739746
	Iteration 23Q: 3 clusters Score -1078571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1078578.125000 Penalty: 2938.739746
	Iteration 24Q: 3 clusters Score -1078578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1078579.875000 Penalty: 2938.739746
	Iteration 25Q: 3 clusters Score -1078580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1078583.625000 Penalty: 2938.739746
	Iteration 26Q: 3 clusters Score -1078584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1078585.375000 Penalty: 2938.739746
	Iteration 27Q: 3 clusters Score -1078585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1078588.750000 Penalty: 2938.739746
	Iteration 28Q: 3 clusters Score -1078589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1078590.750000 Penalty: 2938.739746
	Iteration 29Q: 3 clusters Score -1078591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1078595.625000 Penalty: 2938.739746
	Iteration 30Q: 3 clusters Score -1078596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1078600.375000 Penalty: 2938.739746
	Iteration 31Q: 3 clusters Score -1078600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1078599.750000 Penalty: 2938.739746
	Iteration 32Q: 3 clusters Score -1078600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1078603.250000 Penalty: 2938.739746
	Iteration 33Q: 3 clusters Score -1078603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1078602.875000 Penalty: 2938.739746
	Iteration 34Q: 3 clusters Score -1078603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1078602.125000 Penalty: 2938.739746
	Iteration 35Q: 3 clusters Score -1078602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1078604.750000 Penalty: 2938.739746
	Iteration 36Q: 3 clusters Score -1078605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1078606.750000 Penalty: 2938.739746
	Iteration 37Q: 3 clusters Score -1078607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1078609.000000 Penalty: 2938.739746
	Iteration 38Q: 3 clusters Score -1078609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1078609.000000 Penalty: 2938.739746
	Iteration 39Q: 3 clusters Score -1078609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1078608.750000 Penalty: 2938.739746
	Iteration 40F: 3 clusters Score -1078609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1078610.000000 Penalty: 2938.739746
	Iteration 41Q: 3 clusters Score -1078610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1078612.625000 Penalty: 2938.739746
	Iteration 42Q: 3 clusters Score -1078613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1078612.125000 Penalty: 2938.739746
	Iteration 43Q: 3 clusters Score -1078612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1078611.625000 Penalty: 2938.739746
	Iteration 44Q: 3 clusters Score -1078612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1078611.250000 Penalty: 2938.739746
	Iteration 45Q: 3 clusters Score -1078611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1078610.750000 Penalty: 2938.739746
	Iteration 46Q: 3 clusters Score -1078611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1078612.375000 Penalty: 2938.739746
	Iteration 47Q: 3 clusters Score -1078612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1078613.625000 Penalty: 2938.739746
	Iteration 48Q: 3 clusters Score -1078614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1078612.625000 Penalty: 2938.739746
	Iteration 49Q: 3 clusters Score -1078613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1078614.875000 Penalty: 2938.739746
	Iteration 50Q: 3 clusters Score -1078615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1078617.625000 Penalty: 2938.739746
	Iteration 51Q: 3 clusters Score -1078618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1078618.000000 Penalty: 2938.739746
	Iteration 52Q: 3 clusters Score -1078618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1078620.750000 Penalty: 2938.739746
	Iteration 53Q: 3 clusters Score -1078621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1078621.375000 Penalty: 2938.739746
	Iteration 54Q: 3 clusters Score -1078621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1078623.875000 Penalty: 2938.739746
	Iteration 55Q: 3 clusters Score -1078624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1078626.750000 Penalty: 2938.739746
	Iteration 56Q: 3 clusters Score -1078627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1078627.500000 Penalty: 2938.739746
	Iteration 57Q: 3 clusters Score -1078628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1078628.500000 Penalty: 2938.739746
	Iteration 58Q: 3 clusters Score -1078628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1078631.625000 Penalty: 2938.739746
	Iteration 59Q: 3 clusters Score -1078632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1078631.375000 Penalty: 2938.739746
	Iteration 60F: 3 clusters Score -1078631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1078632.125000 Penalty: 2938.739746
	Iteration 61Q: 3 clusters Score -1078632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1078631.875000 Penalty: 2938.739746
	Iteration 62Q: 3 clusters Score -1078632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1078631.625000 Penalty: 2938.739746
	Iteration 63Q: 3 clusters Score -1078632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1078634.125000 Penalty: 2938.739746
	Iteration 64Q: 3 clusters Score -1078634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1078634.000000 Penalty: 2938.739746
	Iteration 65Q: 3 clusters Score -1078634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1078633.875000 Penalty: 2938.739746
	Iteration 66Q: 3 clusters Score -1078634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1078633.125000 Penalty: 2938.739746
	Iteration 67Q: 3 clusters Score -1078633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1078633.125000 Penalty: 2938.739746
	Iteration 68F: 3 clusters Score -1078633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Entering Unmasked Estep 
Score: -3552217.750000 Penalty: 1662.688232
	Iteration 0F: 2 clusters Score -3552218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3533524.250000 Penalty: 3325.376465
	Iteration 0F: 3 clusters Score -3533524 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3540381.500000 Penalty: 3325.376465
	Iteration 1F: 3 clusters Score -3540382 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3540763.500000 Penalty: 3325.376465
	Iteration 2Q: 3 clusters Score -3540764 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3541078.250000 Penalty: 3325.376465
	Iteration 3Q: 3 clusters Score -3541078 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3541373.000000 Penalty: 3325.376465
	Iteration 4Q: 3 clusters Score -3541373 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3541664.750000 Penalty: 3325.376465
	Iteration 5Q: 3 clusters Score -3541665 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3542136.750000 Penalty: 3325.376465
	Iteration 6Q: 3 clusters Score -3542137 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3542906.750000 Penalty: 3325.376465
	Iteration 7F: 3 clusters Score -3542907 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3543989.500000 Penalty: 3325.376465
	Iteration 8F: 3 clusters Score -3543990 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3545459.250000 Penalty: 3325.376465
	Iteration 9F: 3 clusters Score -3545459 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3547142.500000 Penalty: 3325.376465
	Iteration 10F: 3 clusters Score -3547142 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3548643.000000 Penalty: 3325.376465
	Iteration 11F: 3 clusters Score -3548643 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3549579.500000 Penalty: 3325.376465
	Iteration 12Q: 3 clusters Score -3549580 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3550086.500000 Penalty: 3325.376465
	Iteration 13Q: 3 clusters Score -3550086 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3550322.000000 Penalty: 3325.376465
	Iteration 14Q: 3 clusters Score -3550322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3550500.250000 Penalty: 3325.376465
	Iteration 15Q: 3 clusters Score -3550500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3550593.000000 Penalty: 3325.376465
	Iteration 16Q: 3 clusters Score -3550593 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3550655.000000 Penalty: 3325.376465
	Iteration 17Q: 3 clusters Score -3550655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3550682.750000 Penalty: 3325.376465
	Iteration 18Q: 3 clusters Score -3550683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3550712.500000 Penalty: 3325.376465
	Iteration 19Q: 3 clusters Score -3550712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3550752.500000 Penalty: 3325.376465
	Iteration 20F: 3 clusters Score -3550752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3550767.000000 Penalty: 3325.376465
	Iteration 21Q: 3 clusters Score -3550767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3550785.000000 Penalty: 3325.376465
	Iteration 22Q: 3 clusters Score -3550785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3550792.000000 Penalty: 3325.376465
	Iteration 23Q: 3 clusters Score -3550792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3550796.750000 Penalty: 3325.376465
	Iteration 24Q: 3 clusters Score -3550797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3550798.000000 Penalty: 3325.376465
	Iteration 25Q: 3 clusters Score -3550798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3550804.750000 Penalty: 3325.376465
	Iteration 26Q: 3 clusters Score -3550805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3550814.250000 Penalty: 3325.376465
	Iteration 27Q: 3 clusters Score -3550814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3550826.250000 Penalty: 3325.376465
	Iteration 28Q: 3 clusters Score -3550826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3550828.500000 Penalty: 3325.376465
	Iteration 29Q: 3 clusters Score -3550828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3550834.500000 Penalty: 3325.376465
	Iteration 30Q: 3 clusters Score -3550834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3550835.000000 Penalty: 3325.376465
	Iteration 31Q: 3 clusters Score -3550835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3550832.750000 Penalty: 3325.376465
	Iteration 32Q: 3 clusters Score -3550833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3550833.500000 Penalty: 3325.376465
	Iteration 33Q: 3 clusters Score -3550834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3550835.500000 Penalty: 3325.376465
	Iteration 34Q: 3 clusters Score -3550836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3550835.500000 Penalty: 3325.376465
	Iteration 35Q: 3 clusters Score -3550836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3550834.750000 Penalty: 3325.376465
	Iteration 36Q: 3 clusters Score -3550835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3550834.750000 Penalty: 3325.376465
	Iteration 37F: 3 clusters Score -3550835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Entering Unmasked Estep 
Score: -10230936.000000 Penalty: 1833.919922
	Iteration 0F: 2 clusters Score -1.023094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -10179845.000000 Penalty: 3667.839844
	Iteration 0F: 3 clusters Score -1.017984e+07 nChanged 37918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -10201951.000000 Penalty: 3667.839844
	Iteration 1F: 3 clusters Score -1.020195e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -10202588.000000 Penalty: 3667.839844
	Iteration 2Q: 3 clusters Score -1.020259e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -10203280.000000 Penalty: 3667.839844
	Iteration 3Q: 3 clusters Score -1.020328e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -10204011.000000 Penalty: 3667.839844
	Iteration 4Q: 3 clusters Score -1.020401e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -10205136.000000 Penalty: 3667.839844
	Iteration 5Q: 3 clusters Score -1.020514e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -10206397.000000 Penalty: 3667.839844
	Iteration 6Q: 3 clusters Score -1.02064e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -10208351.000000 Penalty: 3667.839844
	Iteration 7Q: 3 clusters Score -1.020835e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -10210891.000000 Penalty: 3667.839844
	Iteration 8F: 3 clusters Score -1.021089e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -10213943.000000 Penalty: 3667.839844
	Iteration 9F: 3 clusters Score -1.021394e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -10216785.000000 Penalty: 3667.839844
	Iteration 10F: 3 clusters Score -1.021678e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -10219086.000000 Penalty: 3667.839844
	Iteration 11Q: 3 clusters Score -1.021909e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -10220681.000000 Penalty: 3667.839844
	Iteration 12Q: 3 clusters Score -1.022068e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -10221956.000000 Penalty: 3667.839844
	Iteration 13Q: 3 clusters Score -1.022196e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -10222823.000000 Penalty: 3667.839844
	Iteration 14Q: 3 clusters Score -1.022282e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -10223573.000000 Penalty: 3667.839844
	Iteration 15Q: 3 clusters Score -1.022357e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -10224186.000000 Penalty: 3667.839844
	Iteration 16Q: 3 clusters Score -1.022419e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -10224768.000000 Penalty: 3667.839844
	Iteration 17Q: 3 clusters Score -1.022477e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -10225410.000000 Penalty: 3667.839844
	Iteration 18Q: 3 clusters Score -1.022541e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -10225991.000000 Penalty: 3667.839844
	Iteration 19Q: 3 clusters Score -1.022599e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -10226515.000000 Penalty: 3667.839844
	Iteration 20F: 3 clusters Score -1.022652e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -10226890.000000 Penalty: 3667.839844
	Iteration 21Q: 3 clusters Score -1.022689e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -10227236.000000 Penalty: 3667.839844
	Iteration 22Q: 3 clusters Score -1.022724e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -10227536.000000 Penalty: 3667.839844
	Iteration 23Q: 3 clusters Score -1.022754e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10227847.000000 Penalty: 3667.839844
	Iteration 24Q: 3 clusters Score -1.022785e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -10228097.000000 Penalty: 3667.839844
	Iteration 25Q: 3 clusters Score -1.02281e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -10228297.000000 Penalty: 3667.839844
	Iteration 26Q: 3 clusters Score -1.02283e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -10228459.000000 Penalty: 3667.839844
	Iteration 27Q: 3 clusters Score -1.022846e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10228632.000000 Penalty: 3667.839844
	Iteration 28Q: 3 clusters Score -1.022863e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -10228734.000000 Penalty: 3667.839844
	Iteration 29Q: 3 clusters Score -1.022873e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -10228859.000000 Penalty: 3667.839844
	Iteration 30Q: 3 clusters Score -1.022886e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -10228992.000000 Penalty: 3667.839844
	Iteration 31Q: 3 clusters Score -1.022899e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -10229044.000000 Penalty: 3667.839844
	Iteration 32Q: 3 clusters Score -1.022904e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -10229105.000000 Penalty: 3667.839844
	Iteration 33Q: 3 clusters Score -1.02291e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -10229150.000000 Penalty: 3667.839844
	Iteration 34Q: 3 clusters Score -1.022915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -10229175.000000 Penalty: 3667.839844
	Iteration 35Q: 3 clusters Score -1.022918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -10229185.000000 Penalty: 3667.839844
	Iteration 36Q: 3 clusters Score -1.022918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -10229207.000000 Penalty: 3667.839844
	Iteration 37Q: 3 clusters Score -1.022921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -10229216.000000 Penalty: 3667.839844
	Iteration 38Q: 3 clusters Score -1.022922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10229228.000000 Penalty: 3667.839844
	Iteration 39Q: 3 clusters Score -1.022923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -10229248.000000 Penalty: 3667.839844
	Iteration 40F: 3 clusters Score -1.022925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -10229254.000000 Penalty: 3667.839844
	Iteration 41Q: 3 clusters Score -1.022925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -10229265.000000 Penalty: 3667.839844
	Iteration 42Q: 3 clusters Score -1.022926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -10229267.000000 Penalty: 3667.839844
	Iteration 43Q: 3 clusters Score -1.022927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -10229274.000000 Penalty: 3667.839844
	Iteration 44Q: 3 clusters Score -1.022927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10229282.000000 Penalty: 3667.839844
	Iteration 45Q: 3 clusters Score -1.022928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -10229288.000000 Penalty: 3667.839844
	Iteration 46Q: 3 clusters Score -1.022929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -10229297.000000 Penalty: 3667.839844
	Iteration 47Q: 3 clusters Score -1.02293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -10229300.000000 Penalty: 3667.839844
	Iteration 48Q: 3 clusters Score -1.02293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -10229304.000000 Penalty: 3667.839844
	Iteration 49Q: 3 clusters Score -1.02293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -10229297.000000 Penalty: 3667.839844
	Iteration 50Q: 3 clusters Score -1.02293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -10229301.000000 Penalty: 3667.839844
	Iteration 51Q: 3 clusters Score -1.02293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -10229307.000000 Penalty: 3667.839844
	Iteration 52Q: 3 clusters Score -1.022931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -10229313.000000 Penalty: 3667.839844
	Iteration 53Q: 3 clusters Score -1.022931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -10229308.000000 Penalty: 3667.839844
	Iteration 54Q: 3 clusters Score -1.022931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -10229317.000000 Penalty: 3667.839844
	Iteration 55Q: 3 clusters Score -1.022932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -10229316.000000 Penalty: 3667.839844
	Iteration 56Q: 3 clusters Score -1.022932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -10229317.000000 Penalty: 3667.839844
	Iteration 57Q: 3 clusters Score -1.022932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -10229324.000000 Penalty: 3667.839844
	Iteration 58Q: 3 clusters Score -1.022932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -10229322.000000 Penalty: 3667.839844
	Iteration 59Q: 3 clusters Score -1.022932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -10229324.000000 Penalty: 3667.839844
	Iteration 60F: 3 clusters Score -1.022932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -10229324.000000 Penalty: 3667.839844
	Iteration 61Q: 3 clusters Score -1.022932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -10229325.000000 Penalty: 3667.839844
	Iteration 62Q: 3 clusters Score -1.022932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -10229331.000000 Penalty: 3667.839844
	Iteration 63Q: 3 clusters Score -1.022933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -10229328.000000 Penalty: 3667.839844
	Iteration 64Q: 3 clusters Score -1.022933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -10229332.000000 Penalty: 3667.839844
	Iteration 65Q: 3 clusters Score -1.022933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -10229337.000000 Penalty: 3667.839844
	Iteration 66Q: 3 clusters Score -1.022934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -10229343.000000 Penalty: 3667.839844
	Iteration 67Q: 3 clusters Score -1.022934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -10229350.000000 Penalty: 3667.839844
	Iteration 68Q: 3 clusters Score -1.022935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10229355.000000 Penalty: 3667.839844
	Iteration 69Q: 3 clusters Score -1.022936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -10229354.000000 Penalty: 3667.839844
	Iteration 70Q: 3 clusters Score -1.022935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -10229364.000000 Penalty: 3667.839844
	Iteration 71Q: 3 clusters Score -1.022936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10229362.000000 Penalty: 3667.839844
	Iteration 72Q: 3 clusters Score -1.022936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -10229367.000000 Penalty: 3667.839844
	Iteration 73Q: 3 clusters Score -1.022937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10229371.000000 Penalty: 3667.839844
	Iteration 74Q: 3 clusters Score -1.022937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10229373.000000 Penalty: 3667.839844
	Iteration 75Q: 3 clusters Score -1.022937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -10229373.000000 Penalty: 3667.839844
	Iteration 76Q: 3 clusters Score -1.022937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -10229372.000000 Penalty: 3667.839844
	Iteration 77Q: 3 clusters Score -1.022937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -10229374.000000 Penalty: 3667.839844
	Iteration 78Q: 3 clusters Score -1.022937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -10229374.000000 Penalty: 3667.839844
	Iteration 79F: 3 clusters Score -1.022937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13276.860352 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13276.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13460.268555 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13460.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13477.794922 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13477.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13485.009766 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13485.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13487.418945 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13487.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13487.418945 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -13487.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49782.554688 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49782.55 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50067.679688 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50067.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50213.023438 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50213.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50343.085938 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -50343.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50409.777344 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -50409.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -50458.925781 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -50458.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50491.113281 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50491.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50504.300781 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50507.832031 Penalty: 2028.722534
	Iteration 8F: 3 clusters Score -50507.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50526.347656 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -50526.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50537.914062 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -50537.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50544.484375 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -50544.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50549.386719 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -50549.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50554.804688 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -50554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50575.714844 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -50575.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50587.726562 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -50587.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50591.281250 Penalty: 2028.722534
	Iteration 16Q: 3 clusters Score -50591.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50594.414062 Penalty: 2028.722534
	Iteration 17F: 3 clusters Score -50594.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50627.105469 Penalty: 2028.722534
	Iteration 18Q: 3 clusters Score -50627.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50633.097656 Penalty: 2028.722534
	Iteration 19Q: 3 clusters Score -50633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50637.746094 Penalty: 2028.722534
	Iteration 20F: 3 clusters Score -50637.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50642.058594 Penalty: 2028.722534
	Iteration 21Q: 3 clusters Score -50642.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50642.675781 Penalty: 2028.722534
	Iteration 22Q: 3 clusters Score -50642.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50643.429688 Penalty: 2028.722534
	Iteration 23Q: 3 clusters Score -50643.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50644.207031 Penalty: 2028.722534
	Iteration 24Q: 3 clusters Score -50644.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50644.207031 Penalty: 2028.722534
	Iteration 25F: 3 clusters Score -50644.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Entering Unmasked Estep 
Score: -4352147.500000 Penalty: 1702.975342
	Iteration 0F: 2 clusters Score -4352148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4328191.500000 Penalty: 3405.950684
	Iteration 0F: 3 clusters Score -4328192 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -4337774.500000 Penalty: 3405.950684
	Iteration 1F: 3 clusters Score -4337774 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4338466.000000 Penalty: 3405.950684
	Iteration 2Q: 3 clusters Score -4338466 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4339485.000000 Penalty: 3405.950684
	Iteration 3F: 3 clusters Score -4339485 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4341099.000000 Penalty: 3405.950684
	Iteration 4F: 3 clusters Score -4341099 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4343444.000000 Penalty: 3405.950684
	Iteration 5F: 3 clusters Score -4343444 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4346231.500000 Penalty: 3405.950684
	Iteration 6F: 3 clusters Score -4346232 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4348594.000000 Penalty: 3405.950684
	Iteration 7F: 3 clusters Score -4348594 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4349903.500000 Penalty: 3405.950684
	Iteration 8Q: 3 clusters Score -4349904 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4350373.000000 Penalty: 3405.950684
	Iteration 9Q: 3 clusters Score -4350373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4350526.000000 Penalty: 3405.950684
	Iteration 10Q: 3 clusters Score -4350526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4350597.500000 Penalty: 3405.950684
	Iteration 11Q: 3 clusters Score -4350598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4350632.500000 Penalty: 3405.950684
	Iteration 12Q: 3 clusters Score -4350632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4350660.500000 Penalty: 3405.950684
	Iteration 13Q: 3 clusters Score -4350660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4350675.500000 Penalty: 3405.950684
	Iteration 14Q: 3 clusters Score -4350676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4350681.000000 Penalty: 3405.950684
	Iteration 15Q: 3 clusters Score -4350681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4350697.500000 Penalty: 3405.950684
	Iteration 16Q: 3 clusters Score -4350698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4350705.000000 Penalty: 3405.950684
	Iteration 17Q: 3 clusters Score -4350705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4350705.000000 Penalty: 3405.950684
	Iteration 18Q: 3 clusters Score -4350705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4350705.000000 Penalty: 3405.950684
	Iteration 19F: 3 clusters Score -4350705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Entering Unmasked Estep 
Score: -9102897.000000 Penalty: 1815.566040
	Iteration 0F: 2 clusters Score -9102897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -9056241.000000 Penalty: 3631.132080
	Iteration 0F: 3 clusters Score -9056241 nChanged 33688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -9076091.000000 Penalty: 3631.132080
	Iteration 1F: 3 clusters Score -9076091 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -9077237.000000 Penalty: 3631.132080
	Iteration 2Q: 3 clusters Score -9077237 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -9079142.000000 Penalty: 3631.132080
	Iteration 3F: 3 clusters Score -9079142 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -9082855.000000 Penalty: 3631.132080
	Iteration 4F: 3 clusters Score -9082855 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -9088778.000000 Penalty: 3631.132080
	Iteration 5F: 3 clusters Score -9088778 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9094972.000000 Penalty: 3631.132080
	Iteration 6F: 3 clusters Score -9094972 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9099092.000000 Penalty: 3631.132080
	Iteration 7F: 3 clusters Score -9099092 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9100640.000000 Penalty: 3631.132080
	Iteration 8Q: 3 clusters Score -9100640 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9101393.000000 Penalty: 3631.132080
	Iteration 9Q: 3 clusters Score -9101393 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9101697.000000 Penalty: 3631.132080
	Iteration 10Q: 3 clusters Score -9101697 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9101892.000000 Penalty: 3631.132080
	Iteration 11Q: 3 clusters Score -9101892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9102020.000000 Penalty: 3631.132080
	Iteration 12Q: 3 clusters Score -9102020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9102074.000000 Penalty: 3631.132080
	Iteration 13Q: 3 clusters Score -9102074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9102123.000000 Penalty: 3631.132080
	Iteration 14Q: 3 clusters Score -9102123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9102155.000000 Penalty: 3631.132080
	Iteration 15Q: 3 clusters Score -9102155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9102170.000000 Penalty: 3631.132080
	Iteration 16Q: 3 clusters Score -9102170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9102179.000000 Penalty: 3631.132080
	Iteration 17Q: 3 clusters Score -9102179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9102208.000000 Penalty: 3631.132080
	Iteration 18Q: 3 clusters Score -9102208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9102223.000000 Penalty: 3631.132080
	Iteration 19Q: 3 clusters Score -9102223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9102227.000000 Penalty: 3631.132080
	Iteration 20F: 3 clusters Score -9102227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9102230.000000 Penalty: 3631.132080
	Iteration 21Q: 3 clusters Score -9102230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9102244.000000 Penalty: 3631.132080
	Iteration 22Q: 3 clusters Score -9102244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9102232.000000 Penalty: 3631.132080
	Iteration 23Q: 3 clusters Score -9102232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9102226.000000 Penalty: 3631.132080
	Iteration 24Q: 3 clusters Score -9102226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9102228.000000 Penalty: 3631.132080
	Iteration 25Q: 3 clusters Score -9102228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9102236.000000 Penalty: 3631.132080
	Iteration 26Q: 3 clusters Score -9102236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9102245.000000 Penalty: 3631.132080
	Iteration 27Q: 3 clusters Score -9102245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9102235.000000 Penalty: 3631.132080
	Iteration 28Q: 3 clusters Score -9102235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9102249.000000 Penalty: 3631.132080
	Iteration 29Q: 3 clusters Score -9102249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9102260.000000 Penalty: 3631.132080
	Iteration 30Q: 3 clusters Score -9102260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9102257.000000 Penalty: 3631.132080
	Iteration 31Q: 3 clusters Score -9102257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9102269.000000 Penalty: 3631.132080
	Iteration 32Q: 3 clusters Score -9102269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9102273.000000 Penalty: 3631.132080
	Iteration 33Q: 3 clusters Score -9102273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9102274.000000 Penalty: 3631.132080
	Iteration 34Q: 3 clusters Score -9102274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9102275.000000 Penalty: 3631.132080
	Iteration 35Q: 3 clusters Score -9102275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9102282.000000 Penalty: 3631.132080
	Iteration 36Q: 3 clusters Score -9102282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9102279.000000 Penalty: 3631.132080
	Iteration 37Q: 3 clusters Score -9102279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9102285.000000 Penalty: 3631.132080
	Iteration 38Q: 3 clusters Score -9102285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9102280.000000 Penalty: 3631.132080
	Iteration 39Q: 3 clusters Score -9102280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9102285.000000 Penalty: 3631.132080
	Iteration 40F: 3 clusters Score -9102285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9102285.000000 Penalty: 3631.132080
	Iteration 41Q: 3 clusters Score -9102285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9102282.000000 Penalty: 3631.132080
	Iteration 42Q: 3 clusters Score -9102282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9102292.000000 Penalty: 3631.132080
	Iteration 43Q: 3 clusters Score -9102292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9102285.000000 Penalty: 3631.132080
	Iteration 44Q: 3 clusters Score -9102285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9102291.000000 Penalty: 3631.132080
	Iteration 45Q: 3 clusters Score -9102291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9102289.000000 Penalty: 3631.132080
	Iteration 46Q: 3 clusters Score -9102289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9102284.000000 Penalty: 3631.132080
	Iteration 47Q: 3 clusters Score -9102284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9102291.000000 Penalty: 3631.132080
	Iteration 48Q: 3 clusters Score -9102291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9102291.000000 Penalty: 3631.132080
	Iteration 49F: 3 clusters Score -9102291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Entering Unmasked Estep 
Score: -7992877.500000 Penalty: 1795.144165
	Iteration 0F: 2 clusters Score -7992878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -7951108.500000 Penalty: 3590.288330
	Iteration 0F: 3 clusters Score -7951108 nChanged 29674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -7967982.000000 Penalty: 3590.288330
	Iteration 1F: 3 clusters Score -7967982 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7968635.000000 Penalty: 3590.288330
	Iteration 2Q: 3 clusters Score -7968635 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -7969497.000000 Penalty: 3590.288330
	Iteration 3Q: 3 clusters Score -7969497 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -7970813.500000 Penalty: 3590.288330
	Iteration 4Q: 3 clusters Score -7970814 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -7972801.500000 Penalty: 3590.288330
	Iteration 5F: 3 clusters Score -7972802 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7975677.000000 Penalty: 3590.288330
	Iteration 6F: 3 clusters Score -7975677 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -7979404.000000 Penalty: 3590.288330
	Iteration 7F: 3 clusters Score -7979404 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7982995.500000 Penalty: 3590.288330
	Iteration 8F: 3 clusters Score -7982996 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -7985847.500000 Penalty: 3590.288330
	Iteration 9F: 3 clusters Score -7985848 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7987756.500000 Penalty: 3590.288330
	Iteration 10Q: 3 clusters Score -7987756 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7988999.500000 Penalty: 3590.288330
	Iteration 11Q: 3 clusters Score -7989000 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7989804.500000 Penalty: 3590.288330
	Iteration 12Q: 3 clusters Score -7989804 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7990348.000000 Penalty: 3590.288330
	Iteration 13Q: 3 clusters Score -7990348 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7990703.500000 Penalty: 3590.288330
	Iteration 14Q: 3 clusters Score -7990704 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7990907.500000 Penalty: 3590.288330
	Iteration 15Q: 3 clusters Score -7990908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7991041.000000 Penalty: 3590.288330
	Iteration 16Q: 3 clusters Score -7991041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7991131.500000 Penalty: 3590.288330
	Iteration 17Q: 3 clusters Score -7991132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7991173.500000 Penalty: 3590.288330
	Iteration 18Q: 3 clusters Score -7991174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7991216.000000 Penalty: 3590.288330
	Iteration 19Q: 3 clusters Score -7991216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7991244.500000 Penalty: 3590.288330
	Iteration 20F: 3 clusters Score -7991244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7991273.500000 Penalty: 3590.288330
	Iteration 21Q: 3 clusters Score -7991274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7991278.500000 Penalty: 3590.288330
	Iteration 22Q: 3 clusters Score -7991278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7991304.000000 Penalty: 3590.288330
	Iteration 23Q: 3 clusters Score -7991304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7991318.500000 Penalty: 3590.288330
	Iteration 24Q: 3 clusters Score -7991318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7991332.500000 Penalty: 3590.288330
	Iteration 25Q: 3 clusters Score -7991332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7991340.500000 Penalty: 3590.288330
	Iteration 26Q: 3 clusters Score -7991340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7991341.000000 Penalty: 3590.288330
	Iteration 27Q: 3 clusters Score -7991341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7991348.500000 Penalty: 3590.288330
	Iteration 28Q: 3 clusters Score -7991348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7991348.500000 Penalty: 3590.288330
	Iteration 29Q: 3 clusters Score -7991348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7991358.500000 Penalty: 3590.288330
	Iteration 30Q: 3 clusters Score -7991358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7991356.000000 Penalty: 3590.288330
	Iteration 31Q: 3 clusters Score -7991356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7991359.500000 Penalty: 3590.288330
	Iteration 32Q: 3 clusters Score -7991360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7991358.000000 Penalty: 3590.288330
	Iteration 33Q: 3 clusters Score -7991358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7991358.000000 Penalty: 3590.288330
	Iteration 34Q: 3 clusters Score -7991358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7991355.500000 Penalty: 3590.288330
	Iteration 35Q: 3 clusters Score -7991356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7991356.500000 Penalty: 3590.288330
	Iteration 36Q: 3 clusters Score -7991356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7991363.500000 Penalty: 3590.288330
	Iteration 37Q: 3 clusters Score -7991364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7991361.000000 Penalty: 3590.288330
	Iteration 38Q: 3 clusters Score -7991361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7991361.000000 Penalty: 3590.288330
	Iteration 39F: 3 clusters Score -7991361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67637.429688 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -67637.43 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 278 members 
Entering Unmasked Estep 
Score: -66527.242188 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -66527.24 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66677.312500 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66677.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66717.664062 Penalty: 2075.735840
	Iteration 2Q: 3 clusters Score -66717.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66754.101562 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66769.773438 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66769.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66776.531250 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66776.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66778.593750 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66778.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66780.265625 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66780.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66780.945312 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66780.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66780.945312 Penalty: 2075.735840
	Iteration 9F: 3 clusters Score -66780.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27638.591797 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27638.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26873.382812 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26873.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27056.115234 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27056.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27159.662109 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27159.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27269.228516 Penalty: 1833.619873
	Iteration 3F: 3 clusters Score -27269.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27339.570312 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27339.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27362.689453 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27362.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27381.765625 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -27381.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27462.896484 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -27462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27481.123047 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -27481.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27489.080078 Penalty: 1833.619873
	Iteration 9Q: 3 clusters Score -27489.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27489.080078 Penalty: 1833.619873
	Iteration 10F: 3 clusters Score -27489.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17619.964844 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17619.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17753.882812 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17753.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17809.847656 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -17809.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17839.517578 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17839.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17857.365234 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17857.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17879.419922 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -17879.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17879.419922 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -17879.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -501597.531250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -501597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -498062.968750 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -498063 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -499045.937500 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -499045.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -499301.093750 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -499301.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499500.937500 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -499500.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -499717.406250 Penalty: 2717.403320
	Iteration 4F: 3 clusters Score -499717.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -499891.562500 Penalty: 2717.403320
	Iteration 5F: 3 clusters Score -499891.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -500031.468750 Penalty: 2717.403320
	Iteration 6Q: 3 clusters Score -500031.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -500161.000000 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -500161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -500272.781250 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -500272.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -500345.531250 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -500345.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -500388.687500 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -500388.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -500421.343750 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -500421.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -500448.843750 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -500448.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -500469.718750 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -500469.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -500486.125000 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -500486.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -500496.781250 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -500496.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -500506.031250 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -500506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -500513.468750 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -500513.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -500518.437500 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -500518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -500521.125000 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -500521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -500526.843750 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -500526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -500531.093750 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -500531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -500534.125000 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -500534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -500535.031250 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -500535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -500535.906250 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -500535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -500535.906250 Penalty: 2717.403320
	Iteration 25F: 3 clusters Score -500535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -124987.828125 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -124987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123563.882812 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -123563.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123774.960938 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -123775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123837.757812 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -123837.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123878.445312 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -123878.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123909.265625 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -123909.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123920.460938 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -123920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -123927.296875 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -123927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123933.187500 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -123933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123940.007812 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -123940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123943.117188 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -123943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123945.023438 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -123945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123945.023438 Penalty: 2243.064697
	Iteration 11F: 3 clusters Score -123945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Entering Unmasked Estep 
Score: -3715333.750000 Penalty: 1670.723633
	Iteration 0F: 2 clusters Score -3715334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3695536.000000 Penalty: 3341.447266
	Iteration 0F: 3 clusters Score -3695536 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3703202.500000 Penalty: 3341.447266
	Iteration 1F: 3 clusters Score -3703202 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3703607.000000 Penalty: 3341.447266
	Iteration 2Q: 3 clusters Score -3703607 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3703991.750000 Penalty: 3341.447266
	Iteration 3Q: 3 clusters Score -3703992 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3704444.250000 Penalty: 3341.447266
	Iteration 4Q: 3 clusters Score -3704444 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3704963.500000 Penalty: 3341.447266
	Iteration 5Q: 3 clusters Score -3704964 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3705675.000000 Penalty: 3341.447266
	Iteration 6F: 3 clusters Score -3705675 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3706671.000000 Penalty: 3341.447266
	Iteration 7F: 3 clusters Score -3706671 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3708123.500000 Penalty: 3341.447266
	Iteration 8F: 3 clusters Score -3708124 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3709693.500000 Penalty: 3341.447266
	Iteration 9F: 3 clusters Score -3709694 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3711170.750000 Penalty: 3341.447266
	Iteration 10F: 3 clusters Score -3711171 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3712385.750000 Penalty: 3341.447266
	Iteration 11Q: 3 clusters Score -3712386 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3713151.000000 Penalty: 3341.447266
	Iteration 12Q: 3 clusters Score -3713151 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3713543.750000 Penalty: 3341.447266
	Iteration 13Q: 3 clusters Score -3713544 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3713727.750000 Penalty: 3341.447266
	Iteration 14Q: 3 clusters Score -3713728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3713815.250000 Penalty: 3341.447266
	Iteration 15Q: 3 clusters Score -3713815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3713868.500000 Penalty: 3341.447266
	Iteration 16Q: 3 clusters Score -3713868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3713902.500000 Penalty: 3341.447266
	Iteration 17Q: 3 clusters Score -3713902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3713922.000000 Penalty: 3341.447266
	Iteration 18Q: 3 clusters Score -3713922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3713933.000000 Penalty: 3341.447266
	Iteration 19Q: 3 clusters Score -3713933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3713940.250000 Penalty: 3341.447266
	Iteration 20F: 3 clusters Score -3713940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3713948.250000 Penalty: 3341.447266
	Iteration 21Q: 3 clusters Score -3713948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3713948.750000 Penalty: 3341.447266
	Iteration 22Q: 3 clusters Score -3713949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3713947.000000 Penalty: 3341.447266
	Iteration 23Q: 3 clusters Score -3713947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3713947.000000 Penalty: 3341.447266
	Iteration 24F: 3 clusters Score -3713947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50831 members 
Mstep: Class 4 contains 93652 members 
Mstep: Class 5 contains 21173 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35591 members 
Mstep: Class 12 contains 71162 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625140.000000 Penalty: 40476.707031
Iteration 319Q: 20 clusters Score -6.162514e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50830 members 
Mstep: Class 4 contains 93662 members 
Mstep: Class 5 contains 21172 members 
Mstep: Class 6 contains 8449 members 
Mstep: Class 7 contains 27777 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71158 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625180.000000 Penalty: 40476.707031
Iteration 320F: 20 clusters Score -6.162518e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50831 members 
Mstep: Class 4 contains 93672 members 
Mstep: Class 5 contains 21170 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 27778 members 
Mstep: Class 8 contains 79654 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71163 members 
Mstep: Class 13 contains 62762 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625168.000000 Penalty: 40476.707031
Iteration 321Q: 20 clusters Score -6.162517e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50831 members 
Mstep: Class 4 contains 93672 members 
Mstep: Class 5 contains 21171 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 79642 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71169 members 
Mstep: Class 13 contains 62760 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625200.000000 Penalty: 40476.707031
Iteration 322Q: 20 clusters Score -6.16252e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50824 members 
Mstep: Class 4 contains 93673 members 
Mstep: Class 5 contains 21168 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27781 members 
Mstep: Class 8 contains 79634 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71176 members 
Mstep: Class 13 contains 62761 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625196.000000 Penalty: 40476.707031
Iteration 323Q: 20 clusters Score -6.16252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 93673 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 79625 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71171 members 
Mstep: Class 13 contains 62759 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625176.000000 Penalty: 40476.707031
Iteration 324Q: 20 clusters Score -6.162518e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50830 members 
Mstep: Class 4 contains 93678 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 79607 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35604 members 
Mstep: Class 12 contains 71171 members 
Mstep: Class 13 contains 62760 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 325Q: 20 clusters Score -6.162523e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50828 members 
Mstep: Class 4 contains 93691 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 79597 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35603 members 
Mstep: Class 12 contains 71162 members 
Mstep: Class 13 contains 62763 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 326Q: 20 clusters Score -6.162522e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50829 members 
Mstep: Class 4 contains 93694 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 79593 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35603 members 
Mstep: Class 12 contains 71160 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 327Q: 20 clusters Score -6.162522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50830 members 
Mstep: Class 4 contains 93695 members 
Mstep: Class 5 contains 21165 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 79595 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35602 members 
Mstep: Class 12 contains 71153 members 
Mstep: Class 13 contains 62769 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625188.000000 Penalty: 40476.707031
Iteration 328Q: 20 clusters Score -6.162519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 93694 members 
Mstep: Class 5 contains 21164 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27794 members 
Mstep: Class 8 contains 79595 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35604 members 
Mstep: Class 12 contains 71152 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625236.000000 Penalty: 40476.707031
Iteration 329Q: 20 clusters Score -6.162524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 93696 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 79594 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35603 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625192.000000 Penalty: 40476.707031
Iteration 330Q: 20 clusters Score -6.162519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50829 members 
Mstep: Class 4 contains 93690 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 79593 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35603 members 
Mstep: Class 12 contains 71155 members 
Mstep: Class 13 contains 62768 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 331Q: 20 clusters Score -6.162522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50828 members 
Mstep: Class 4 contains 93684 members 
Mstep: Class 5 contains 21167 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 79601 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35601 members 
Mstep: Class 12 contains 71157 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625188.000000 Penalty: 40476.707031
Iteration 332Q: 20 clusters Score -6.162519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50826 members 
Mstep: Class 4 contains 93676 members 
Mstep: Class 5 contains 21165 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 79612 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71161 members 
Mstep: Class 13 contains 62767 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625192.000000 Penalty: 40476.707031
Iteration 333Q: 20 clusters Score -6.162519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50824 members 
Mstep: Class 4 contains 93665 members 
Mstep: Class 5 contains 21164 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 79636 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71160 members 
Mstep: Class 13 contains 62763 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625208.000000 Penalty: 40476.707031
Iteration 334Q: 20 clusters Score -6.162521e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50824 members 
Mstep: Class 4 contains 93655 members 
Mstep: Class 5 contains 21162 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 79662 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71152 members 
Mstep: Class 13 contains 62756 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625176.000000 Penalty: 40476.707031
Iteration 335Q: 20 clusters Score -6.162518e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50821 members 
Mstep: Class 4 contains 93654 members 
Mstep: Class 5 contains 21160 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 79679 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62752 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625172.000000 Penalty: 40476.707031
Iteration 336Q: 20 clusters Score -6.162517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50811 members 
Mstep: Class 4 contains 93664 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 79679 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71153 members 
Mstep: Class 13 contains 62755 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625156.000000 Penalty: 40476.707031
Iteration 337Q: 20 clusters Score -6.162516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50797 members 
Mstep: Class 4 contains 93684 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 79668 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71159 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625132.000000 Penalty: 40476.707031
Iteration 338Q: 20 clusters Score -6.162513e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50791 members 
Mstep: Class 4 contains 93686 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27796 members 
Mstep: Class 8 contains 79664 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71163 members 
Mstep: Class 13 contains 62761 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 339Q: 20 clusters Score -6.162515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50788 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 21149 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 27796 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71163 members 
Mstep: Class 13 contains 62761 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 340F: 20 clusters Score -6.162515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50782 members 
Mstep: Class 4 contains 93688 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 79686 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35589 members 
Mstep: Class 12 contains 71155 members 
Mstep: Class 13 contains 62764 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625108.000000 Penalty: 40476.707031
Iteration 341Q: 20 clusters Score -6.162511e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50770 members 
Mstep: Class 4 contains 93703 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 27801 members 
Mstep: Class 8 contains 79688 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35583 members 
Mstep: Class 12 contains 71156 members 
Mstep: Class 13 contains 62764 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625128.000000 Penalty: 40476.707031
Iteration 342Q: 20 clusters Score -6.162513e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50763 members 
Mstep: Class 4 contains 93710 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79684 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35580 members 
Mstep: Class 12 contains 71156 members 
Mstep: Class 13 contains 62764 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625144.000000 Penalty: 40476.707031
Iteration 343Q: 20 clusters Score -6.162514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50756 members 
Mstep: Class 4 contains 93715 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8451 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79671 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 71162 members 
Mstep: Class 13 contains 62769 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625100.000000 Penalty: 40476.707031
Iteration 344Q: 20 clusters Score -6.16251e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50752 members 
Mstep: Class 4 contains 93723 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79667 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35582 members 
Mstep: Class 12 contains 71161 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625064.000000 Penalty: 40476.707031
Iteration 345Q: 20 clusters Score -6.162506e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50752 members 
Mstep: Class 4 contains 93715 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79667 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71161 members 
Mstep: Class 13 contains 62772 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625072.000000 Penalty: 40476.707031
Iteration 346Q: 20 clusters Score -6.162507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50751 members 
Mstep: Class 4 contains 93705 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8455 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79677 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 12 contains 71158 members 
Mstep: Class 13 contains 62772 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625088.000000 Penalty: 40476.707031
Iteration 347Q: 20 clusters Score -6.162509e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 50748 members 
Mstep: Class 4 contains 93699 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 79685 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71156 members 
Mstep: Class 13 contains 62774 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625108.000000 Penalty: 40476.707031
Iteration 348Q: 20 clusters Score -6.162511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50746 members 
Mstep: Class 4 contains 93701 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79685 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35585 members 
Mstep: Class 12 contains 71151 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625096.000000 Penalty: 40476.707031
Iteration 349Q: 20 clusters Score -6.16251e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50745 members 
Mstep: Class 4 contains 93704 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79681 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71150 members 
Mstep: Class 13 contains 62778 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625056.000000 Penalty: 40476.707031
Iteration 350Q: 20 clusters Score -6.162506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 93705 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79686 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35589 members 
Mstep: Class 12 contains 71147 members 
Mstep: Class 13 contains 62779 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625076.000000 Penalty: 40476.707031
Iteration 351Q: 20 clusters Score -6.162508e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 93708 members 
Mstep: Class 5 contains 21144 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79686 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35591 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 62781 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625052.000000 Penalty: 40476.707031
Iteration 352Q: 20 clusters Score -6.162505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50739 members 
Mstep: Class 4 contains 93714 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79682 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71148 members 
Mstep: Class 13 contains 62780 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625096.000000 Penalty: 40476.707031
Iteration 353Q: 20 clusters Score -6.16251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50737 members 
Mstep: Class 4 contains 93724 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79678 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71145 members 
Mstep: Class 13 contains 62778 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625084.000000 Penalty: 40476.707031
Iteration 354Q: 20 clusters Score -6.162508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 93731 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79668 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71142 members 
Mstep: Class 13 contains 62777 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625068.000000 Penalty: 40476.707031
Iteration 355Q: 20 clusters Score -6.162507e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50740 members 
Mstep: Class 4 contains 93745 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79656 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71140 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 356Q: 20 clusters Score -6.162512e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 93773 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 27800 members 
Mstep: Class 8 contains 79643 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71138 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625096.000000 Penalty: 40476.707031
Iteration 357Q: 20 clusters Score -6.16251e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 93804 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 79618 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71139 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625092.000000 Penalty: 40476.707031
Iteration 358Q: 20 clusters Score -6.162509e+07 nChanged 70
Entering ConstructFrom: 
Score: -61625092.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -163177.031250 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -163177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -161451.031250 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -161451 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161767.906250 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -161767.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -161841.968750 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -161842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161899.578125 Penalty: 2347.096680
	Iteration 3Q: 3 clusters Score -161899.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161927.937500 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -161927.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161947.703125 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -161947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161959.656250 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -161959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161967.875000 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -161967.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161975.265625 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -161975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161983.765625 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -161983.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161991.562500 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -161991.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161997.953125 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -161998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162001.578125 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -162001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162005.375000 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -162005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -162007.468750 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -162007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162007.687500 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -162007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162007.687500 Penalty: 2347.096680
	Iteration 16F: 3 clusters Score -162007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -629078.875000 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -629078.9 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 2471 members 
Entering Unmasked Estep 
Score: -625091.187500 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -625091.2 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -626197.437500 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -626197.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -626401.687500 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -626401.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -626543.437500 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -626543.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -626634.250000 Penalty: 2767.372070
	Iteration 4Q: 3 clusters Score -626634.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -626716.062500 Penalty: 2767.372070
	Iteration 5Q: 3 clusters Score -626716.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -626792.687500 Penalty: 2767.372070
	Iteration 6Q: 3 clusters Score -626792.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -626873.187500 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -626873.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -626954.687500 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -626954.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -627029.750000 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -627029.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -627110.375000 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -627110.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -627215.437500 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -627215.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -627335.312500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -627335.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -627452.000000 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -627452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -627580.625000 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -627580.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -627694.500000 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -627694.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -627783.687500 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -627783.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -627849.937500 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -627849.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -627907.187500 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -627907.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -627960.250000 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -627960.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -627989.500000 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -627989.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -628006.687500 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -628006.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -628015.312500 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -628015.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -628023.000000 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -628023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -628024.500000 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -628024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -628025.812500 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -628025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -628028.625000 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -628028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -628029.687500 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -628029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -628031.312500 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -628031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -628033.750000 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -628033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -628037.062500 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -628037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -628044.250000 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -628044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -628048.062500 Penalty: 2767.372070
	Iteration 32Q: 3 clusters Score -628048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -628050.312500 Penalty: 2767.372070
	Iteration 33Q: 3 clusters Score -628050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -628053.750000 Penalty: 2767.372070
	Iteration 34Q: 3 clusters Score -628053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -628054.312500 Penalty: 2767.372070
	Iteration 35Q: 3 clusters Score -628054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -628054.312500 Penalty: 2767.372070
	Iteration 36F: 3 clusters Score -628054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Entering Unmasked Estep 
Score: -6464986.000000 Penalty: 1760.572510
	Iteration 0F: 2 clusters Score -6464986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -6431008.500000 Penalty: 3521.145020
	Iteration 0F: 3 clusters Score -6431008 nChanged 23798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -6444365.000000 Penalty: 3521.145020
	Iteration 1F: 3 clusters Score -6444365 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6444841.000000 Penalty: 3521.145020
	Iteration 2Q: 3 clusters Score -6444841 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6445255.000000 Penalty: 3521.145020
	Iteration 3Q: 3 clusters Score -6445255 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6445698.000000 Penalty: 3521.145020
	Iteration 4Q: 3 clusters Score -6445698 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6446167.500000 Penalty: 3521.145020
	Iteration 5Q: 3 clusters Score -6446168 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -6446764.000000 Penalty: 3521.145020
	Iteration 6Q: 3 clusters Score -6446764 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6447601.500000 Penalty: 3521.145020
	Iteration 7Q: 3 clusters Score -6447602 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -6448803.000000 Penalty: 3521.145020
	Iteration 8Q: 3 clusters Score -6448803 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6450507.000000 Penalty: 3521.145020
	Iteration 9F: 3 clusters Score -6450507 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -6452462.500000 Penalty: 3521.145020
	Iteration 10F: 3 clusters Score -6452462 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -6454205.000000 Penalty: 3521.145020
	Iteration 11F: 3 clusters Score -6454205 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -6455250.000000 Penalty: 3521.145020
	Iteration 12Q: 3 clusters Score -6455250 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6455832.000000 Penalty: 3521.145020
	Iteration 13Q: 3 clusters Score -6455832 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -6456206.000000 Penalty: 3521.145020
	Iteration 14Q: 3 clusters Score -6456206 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -6456603.500000 Penalty: 3521.145020
	Iteration 15Q: 3 clusters Score -6456604 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -6456990.000000 Penalty: 3521.145020
	Iteration 16Q: 3 clusters Score -6456990 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -6457372.500000 Penalty: 3521.145020
	Iteration 17Q: 3 clusters Score -6457372 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -6457767.500000 Penalty: 3521.145020
	Iteration 18Q: 3 clusters Score -6457768 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6458121.000000 Penalty: 3521.145020
	Iteration 19Q: 3 clusters Score -6458121 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -6458450.000000 Penalty: 3521.145020
	Iteration 20F: 3 clusters Score -6458450 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -6458769.500000 Penalty: 3521.145020
	Iteration 21Q: 3 clusters Score -6458770 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -6459136.000000 Penalty: 3521.145020
	Iteration 22Q: 3 clusters Score -6459136 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -6459567.000000 Penalty: 3521.145020
	Iteration 23Q: 3 clusters Score -6459567 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -6460025.000000 Penalty: 3521.145020
	Iteration 24Q: 3 clusters Score -6460025 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -6460448.500000 Penalty: 3521.145020
	Iteration 25Q: 3 clusters Score -6460448 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6460898.500000 Penalty: 3521.145020
	Iteration 26Q: 3 clusters Score -6460898 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6461272.500000 Penalty: 3521.145020
	Iteration 27Q: 3 clusters Score -6461272 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6461698.000000 Penalty: 3521.145020
	Iteration 28Q: 3 clusters Score -6461698 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6462066.000000 Penalty: 3521.145020
	Iteration 29Q: 3 clusters Score -6462066 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -6462365.000000 Penalty: 3521.145020
	Iteration 30Q: 3 clusters Score -6462365 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6462580.500000 Penalty: 3521.145020
	Iteration 31Q: 3 clusters Score -6462580 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -6462818.000000 Penalty: 3521.145020
	Iteration 32Q: 3 clusters Score -6462818 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6463005.500000 Penalty: 3521.145020
	Iteration 33Q: 3 clusters Score -6463006 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6463133.500000 Penalty: 3521.145020
	Iteration 34Q: 3 clusters Score -6463134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6463209.500000 Penalty: 3521.145020
	Iteration 35Q: 3 clusters Score -6463210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -6463271.000000 Penalty: 3521.145020
	Iteration 36Q: 3 clusters Score -6463271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6463320.000000 Penalty: 3521.145020
	Iteration 37Q: 3 clusters Score -6463320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -6463354.500000 Penalty: 3521.145020
	Iteration 38Q: 3 clusters Score -6463354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -6463385.500000 Penalty: 3521.145020
	Iteration 39Q: 3 clusters Score -6463386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6463395.500000 Penalty: 3521.145020
	Iteration 40F: 3 clusters Score -6463396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -6463416.000000 Penalty: 3521.145020
	Iteration 41Q: 3 clusters Score -6463416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -6463417.000000 Penalty: 3521.145020
	Iteration 42Q: 3 clusters Score -6463417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6463428.000000 Penalty: 3521.145020
	Iteration 43Q: 3 clusters Score -6463428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6463439.000000 Penalty: 3521.145020
	Iteration 44Q: 3 clusters Score -6463439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6463438.000000 Penalty: 3521.145020
	Iteration 45Q: 3 clusters Score -6463438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6463444.500000 Penalty: 3521.145020
	Iteration 46Q: 3 clusters Score -6463444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6463453.000000 Penalty: 3521.145020
	Iteration 47Q: 3 clusters Score -6463453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6463450.000000 Penalty: 3521.145020
	Iteration 48Q: 3 clusters Score -6463450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6463458.000000 Penalty: 3521.145020
	Iteration 49Q: 3 clusters Score -6463458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6463462.000000 Penalty: 3521.145020
	Iteration 50Q: 3 clusters Score -6463462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6463460.000000 Penalty: 3521.145020
	Iteration 51Q: 3 clusters Score -6463460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6463460.000000 Penalty: 3521.145020
	Iteration 52F: 3 clusters Score -6463460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Entering Unmasked Estep 
Score: -11984076.000000 Penalty: 1860.477295
	Iteration 0F: 2 clusters Score -1.198408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -11925480.000000 Penalty: 3720.954590
	Iteration 0F: 3 clusters Score -1.192548e+07 nChanged 44860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -11951676.000000 Penalty: 3720.954590
	Iteration 1F: 3 clusters Score -1.195168e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -11952793.000000 Penalty: 3720.954590
	Iteration 2Q: 3 clusters Score -1.195279e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -11954361.000000 Penalty: 3720.954590
	Iteration 3Q: 3 clusters Score -1.195436e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -11957062.000000 Penalty: 3720.954590
	Iteration 4F: 3 clusters Score -1.195706e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -11961268.000000 Penalty: 3720.954590
	Iteration 5F: 3 clusters Score -1.196127e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -11966723.000000 Penalty: 3720.954590
	Iteration 6F: 3 clusters Score -1.196672e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -11972467.000000 Penalty: 3720.954590
	Iteration 7F: 3 clusters Score -1.197247e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -11977112.000000 Penalty: 3720.954590
	Iteration 8F: 3 clusters Score -1.197711e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -11980038.000000 Penalty: 3720.954590
	Iteration 9Q: 3 clusters Score -1.198004e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11981427.000000 Penalty: 3720.954590
	Iteration 10Q: 3 clusters Score -1.198143e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11982046.000000 Penalty: 3720.954590
	Iteration 11Q: 3 clusters Score -1.198205e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11982257.000000 Penalty: 3720.954590
	Iteration 12Q: 3 clusters Score -1.198226e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11982376.000000 Penalty: 3720.954590
	Iteration 13Q: 3 clusters Score -1.198238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11982423.000000 Penalty: 3720.954590
	Iteration 14Q: 3 clusters Score -1.198242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11982451.000000 Penalty: 3720.954590
	Iteration 15Q: 3 clusters Score -1.198245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11982485.000000 Penalty: 3720.954590
	Iteration 16Q: 3 clusters Score -1.198248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11982491.000000 Penalty: 3720.954590
	Iteration 17Q: 3 clusters Score -1.198249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11982501.000000 Penalty: 3720.954590
	Iteration 18Q: 3 clusters Score -1.19825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11982510.000000 Penalty: 3720.954590
	Iteration 19Q: 3 clusters Score -1.198251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11982515.000000 Penalty: 3720.954590
	Iteration 20F: 3 clusters Score -1.198252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11982521.000000 Penalty: 3720.954590
	Iteration 21Q: 3 clusters Score -1.198252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11982529.000000 Penalty: 3720.954590
	Iteration 22Q: 3 clusters Score -1.198253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11982519.000000 Penalty: 3720.954590
	Iteration 23Q: 3 clusters Score -1.198252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11982528.000000 Penalty: 3720.954590
	Iteration 24Q: 3 clusters Score -1.198253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11982528.000000 Penalty: 3720.954590
	Iteration 25F: 3 clusters Score -1.198253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Entering Unmasked Estep 
Score: -2682634.250000 Penalty: 1618.317139
	Iteration 0F: 2 clusters Score -2682634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2668366.000000 Penalty: 3236.634277
	Iteration 0F: 3 clusters Score -2668366 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2673539.500000 Penalty: 3236.634277
	Iteration 1F: 3 clusters Score -2673540 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2673817.250000 Penalty: 3236.634277
	Iteration 2Q: 3 clusters Score -2673817 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2674087.000000 Penalty: 3236.634277
	Iteration 3Q: 3 clusters Score -2674087 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2674330.500000 Penalty: 3236.634277
	Iteration 4Q: 3 clusters Score -2674330 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2674616.000000 Penalty: 3236.634277
	Iteration 5Q: 3 clusters Score -2674616 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2674967.000000 Penalty: 3236.634277
	Iteration 6Q: 3 clusters Score -2674967 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2675437.000000 Penalty: 3236.634277
	Iteration 7Q: 3 clusters Score -2675437 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2676111.000000 Penalty: 3236.634277
	Iteration 8F: 3 clusters Score -2676111 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2676965.250000 Penalty: 3236.634277
	Iteration 9F: 3 clusters Score -2676965 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2678000.250000 Penalty: 3236.634277
	Iteration 10F: 3 clusters Score -2678000 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2679085.750000 Penalty: 3236.634277
	Iteration 11F: 3 clusters Score -2679086 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2679915.000000 Penalty: 3236.634277
	Iteration 12Q: 3 clusters Score -2679915 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2680499.000000 Penalty: 3236.634277
	Iteration 13Q: 3 clusters Score -2680499 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2680811.250000 Penalty: 3236.634277
	Iteration 14Q: 3 clusters Score -2680811 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2681001.250000 Penalty: 3236.634277
	Iteration 15Q: 3 clusters Score -2681001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2681089.250000 Penalty: 3236.634277
	Iteration 16Q: 3 clusters Score -2681089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2681131.000000 Penalty: 3236.634277
	Iteration 17Q: 3 clusters Score -2681131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2681165.000000 Penalty: 3236.634277
	Iteration 18Q: 3 clusters Score -2681165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 3236.634277
	Iteration 19Q: 3 clusters Score -2681179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2681181.750000 Penalty: 3236.634277
	Iteration 20F: 3 clusters Score -2681182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2681185.500000 Penalty: 3236.634277
	Iteration 21Q: 3 clusters Score -2681186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2681196.750000 Penalty: 3236.634277
	Iteration 22Q: 3 clusters Score -2681197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2681192.500000 Penalty: 3236.634277
	Iteration 23Q: 3 clusters Score -2681192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2681200.750000 Penalty: 3236.634277
	Iteration 24Q: 3 clusters Score -2681201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2681200.750000 Penalty: 3236.634277
	Iteration 25F: 3 clusters Score -2681201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -1080908.875000 Penalty: 1469.542847
	Iteration 0F: 2 clusters Score -1080909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1074689.500000 Penalty: 2939.085693
	Iteration 0F: 3 clusters Score -1074690 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1076615.875000 Penalty: 2939.085693
	Iteration 1F: 3 clusters Score -1076616 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1076826.125000 Penalty: 2939.085693
	Iteration 2F: 3 clusters Score -1076826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1077019.375000 Penalty: 2939.085693
	Iteration 3Q: 3 clusters Score -1077019 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1077217.625000 Penalty: 2939.085693
	Iteration 4Q: 3 clusters Score -1077218 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1077443.875000 Penalty: 2939.085693
	Iteration 5Q: 3 clusters Score -1077444 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1077692.750000 Penalty: 2939.085693
	Iteration 6Q: 3 clusters Score -1077693 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1078006.750000 Penalty: 2939.085693
	Iteration 7F: 3 clusters Score -1078007 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1078344.000000 Penalty: 2939.085693
	Iteration 8Q: 3 clusters Score -1078344 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1078681.000000 Penalty: 2939.085693
	Iteration 9Q: 3 clusters Score -1078681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1078971.750000 Penalty: 2939.085693
	Iteration 10Q: 3 clusters Score -1078972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1079180.750000 Penalty: 2939.085693
	Iteration 11Q: 3 clusters Score -1079181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1079333.375000 Penalty: 2939.085693
	Iteration 12Q: 3 clusters Score -1079333 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1079441.250000 Penalty: 2939.085693
	Iteration 13Q: 3 clusters Score -1079441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1079517.875000 Penalty: 2939.085693
	Iteration 14Q: 3 clusters Score -1079518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1079561.375000 Penalty: 2939.085693
	Iteration 15Q: 3 clusters Score -1079561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1079600.750000 Penalty: 2939.085693
	Iteration 16Q: 3 clusters Score -1079601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1079625.375000 Penalty: 2939.085693
	Iteration 17Q: 3 clusters Score -1079625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1079646.750000 Penalty: 2939.085693
	Iteration 18Q: 3 clusters Score -1079647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1079660.125000 Penalty: 2939.085693
	Iteration 19Q: 3 clusters Score -1079660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1079670.375000 Penalty: 2939.085693
	Iteration 20F: 3 clusters Score -1079670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1079678.000000 Penalty: 2939.085693
	Iteration 21Q: 3 clusters Score -1079678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1079688.125000 Penalty: 2939.085693
	Iteration 22Q: 3 clusters Score -1079688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1079693.250000 Penalty: 2939.085693
	Iteration 23Q: 3 clusters Score -1079693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1079699.375000 Penalty: 2939.085693
	Iteration 24Q: 3 clusters Score -1079699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1079704.000000 Penalty: 2939.085693
	Iteration 25Q: 3 clusters Score -1079704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1079709.500000 Penalty: 2939.085693
	Iteration 26Q: 3 clusters Score -1079710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1079714.250000 Penalty: 2939.085693
	Iteration 27Q: 3 clusters Score -1079714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1079717.875000 Penalty: 2939.085693
	Iteration 28Q: 3 clusters Score -1079718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1079720.875000 Penalty: 2939.085693
	Iteration 29Q: 3 clusters Score -1079721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1079722.125000 Penalty: 2939.085693
	Iteration 30Q: 3 clusters Score -1079722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1079722.125000 Penalty: 2939.085693
	Iteration 31F: 3 clusters Score -1079722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Entering Unmasked Estep 
Score: -3555565.750000 Penalty: 1662.840332
	Iteration 0F: 2 clusters Score -3555566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3536675.500000 Penalty: 3325.680664
	Iteration 0F: 3 clusters Score -3536676 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3543890.750000 Penalty: 3325.680664
	Iteration 1F: 3 clusters Score -3543891 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3544276.500000 Penalty: 3325.680664
	Iteration 2Q: 3 clusters Score -3544276 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3544724.750000 Penalty: 3325.680664
	Iteration 3Q: 3 clusters Score -3544725 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3545327.000000 Penalty: 3325.680664
	Iteration 4Q: 3 clusters Score -3545327 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3546221.500000 Penalty: 3325.680664
	Iteration 5F: 3 clusters Score -3546222 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3547381.750000 Penalty: 3325.680664
	Iteration 6F: 3 clusters Score -3547382 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3548871.250000 Penalty: 3325.680664
	Iteration 7F: 3 clusters Score -3548871 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3550559.500000 Penalty: 3325.680664
	Iteration 8F: 3 clusters Score -3550560 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3551908.500000 Penalty: 3325.680664
	Iteration 9F: 3 clusters Score -3551908 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3552560.000000 Penalty: 3325.680664
	Iteration 10Q: 3 clusters Score -3552560 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3552872.500000 Penalty: 3325.680664
	Iteration 11Q: 3 clusters Score -3552872 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3553053.500000 Penalty: 3325.680664
	Iteration 12Q: 3 clusters Score -3553054 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3553149.000000 Penalty: 3325.680664
	Iteration 13Q: 3 clusters Score -3553149 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3553226.500000 Penalty: 3325.680664
	Iteration 14Q: 3 clusters Score -3553226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3553279.500000 Penalty: 3325.680664
	Iteration 15Q: 3 clusters Score -3553280 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3553327.000000 Penalty: 3325.680664
	Iteration 16Q: 3 clusters Score -3553327 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3553360.750000 Penalty: 3325.680664
	Iteration 17Q: 3 clusters Score -3553361 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3553398.500000 Penalty: 3325.680664
	Iteration 18Q: 3 clusters Score -3553398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3553420.250000 Penalty: 3325.680664
	Iteration 19Q: 3 clusters Score -3553420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3553453.250000 Penalty: 3325.680664
	Iteration 20F: 3 clusters Score -3553453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3553480.500000 Penalty: 3325.680664
	Iteration 21Q: 3 clusters Score -3553480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3553503.250000 Penalty: 3325.680664
	Iteration 22Q: 3 clusters Score -3553503 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3553525.000000 Penalty: 3325.680664
	Iteration 23Q: 3 clusters Score -3553525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3553558.000000 Penalty: 3325.680664
	Iteration 24Q: 3 clusters Score -3553558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3553576.250000 Penalty: 3325.680664
	Iteration 25Q: 3 clusters Score -3553576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3553589.500000 Penalty: 3325.680664
	Iteration 26Q: 3 clusters Score -3553590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3553598.000000 Penalty: 3325.680664
	Iteration 27Q: 3 clusters Score -3553598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3553609.500000 Penalty: 3325.680664
	Iteration 28Q: 3 clusters Score -3553610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3553623.500000 Penalty: 3325.680664
	Iteration 29Q: 3 clusters Score -3553624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3553640.250000 Penalty: 3325.680664
	Iteration 30Q: 3 clusters Score -3553640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3553649.250000 Penalty: 3325.680664
	Iteration 31Q: 3 clusters Score -3553649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3553657.500000 Penalty: 3325.680664
	Iteration 32Q: 3 clusters Score -3553658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3553660.250000 Penalty: 3325.680664
	Iteration 33Q: 3 clusters Score -3553660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3553674.750000 Penalty: 3325.680664
	Iteration 34Q: 3 clusters Score -3553675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3553678.500000 Penalty: 3325.680664
	Iteration 35Q: 3 clusters Score -3553678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3553693.000000 Penalty: 3325.680664
	Iteration 36Q: 3 clusters Score -3553693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3553690.000000 Penalty: 3325.680664
	Iteration 37Q: 3 clusters Score -3553690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3553701.250000 Penalty: 3325.680664
	Iteration 38Q: 3 clusters Score -3553701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3553720.250000 Penalty: 3325.680664
	Iteration 39Q: 3 clusters Score -3553720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3553722.000000 Penalty: 3325.680664
	Iteration 40F: 3 clusters Score -3553722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3553730.000000 Penalty: 3325.680664
	Iteration 41Q: 3 clusters Score -3553730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3553736.500000 Penalty: 3325.680664
	Iteration 42Q: 3 clusters Score -3553736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3553747.500000 Penalty: 3325.680664
	Iteration 43Q: 3 clusters Score -3553748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3553758.000000 Penalty: 3325.680664
	Iteration 44Q: 3 clusters Score -3553758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3553768.750000 Penalty: 3325.680664
	Iteration 45Q: 3 clusters Score -3553769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3553778.000000 Penalty: 3325.680664
	Iteration 46Q: 3 clusters Score -3553778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3553782.000000 Penalty: 3325.680664
	Iteration 47Q: 3 clusters Score -3553782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3553794.000000 Penalty: 3325.680664
	Iteration 48Q: 3 clusters Score -3553794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3553801.000000 Penalty: 3325.680664
	Iteration 49Q: 3 clusters Score -3553801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3553800.250000 Penalty: 3325.680664
	Iteration 50Q: 3 clusters Score -3553800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3553806.750000 Penalty: 3325.680664
	Iteration 51Q: 3 clusters Score -3553807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3553809.500000 Penalty: 3325.680664
	Iteration 52Q: 3 clusters Score -3553810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3553812.000000 Penalty: 3325.680664
	Iteration 53Q: 3 clusters Score -3553812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3553821.250000 Penalty: 3325.680664
	Iteration 54Q: 3 clusters Score -3553821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3553815.000000 Penalty: 3325.680664
	Iteration 55Q: 3 clusters Score -3553815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3553820.250000 Penalty: 3325.680664
	Iteration 56Q: 3 clusters Score -3553820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3553819.000000 Penalty: 3325.680664
	Iteration 57Q: 3 clusters Score -3553819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3553830.250000 Penalty: 3325.680664
	Iteration 58Q: 3 clusters Score -3553830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3553836.500000 Penalty: 3325.680664
	Iteration 59Q: 3 clusters Score -3553836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3553842.000000 Penalty: 3325.680664
	Iteration 60F: 3 clusters Score -3553842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3553848.250000 Penalty: 3325.680664
	Iteration 61Q: 3 clusters Score -3553848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3553849.250000 Penalty: 3325.680664
	Iteration 62Q: 3 clusters Score -3553849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3553854.500000 Penalty: 3325.680664
	Iteration 63Q: 3 clusters Score -3553854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3553859.000000 Penalty: 3325.680664
	Iteration 64Q: 3 clusters Score -3553859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3553865.250000 Penalty: 3325.680664
	Iteration 65Q: 3 clusters Score -3553865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3553878.500000 Penalty: 3325.680664
	Iteration 66Q: 3 clusters Score -3553878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3553877.500000 Penalty: 3325.680664
	Iteration 67Q: 3 clusters Score -3553878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3553882.000000 Penalty: 3325.680664
	Iteration 68Q: 3 clusters Score -3553882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3553886.000000 Penalty: 3325.680664
	Iteration 69Q: 3 clusters Score -3553886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3553895.750000 Penalty: 3325.680664
	Iteration 70Q: 3 clusters Score -3553896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3553905.750000 Penalty: 3325.680664
	Iteration 71Q: 3 clusters Score -3553906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3553904.500000 Penalty: 3325.680664
	Iteration 72Q: 3 clusters Score -3553904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3553911.250000 Penalty: 3325.680664
	Iteration 73Q: 3 clusters Score -3553911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3553910.500000 Penalty: 3325.680664
	Iteration 74Q: 3 clusters Score -3553910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3553910.000000 Penalty: 3325.680664
	Iteration 75Q: 3 clusters Score -3553910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3553912.500000 Penalty: 3325.680664
	Iteration 76Q: 3 clusters Score -3553912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3553909.750000 Penalty: 3325.680664
	Iteration 77Q: 3 clusters Score -3553910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3553909.250000 Penalty: 3325.680664
	Iteration 78Q: 3 clusters Score -3553909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3553912.250000 Penalty: 3325.680664
	Iteration 79Q: 3 clusters Score -3553912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3553916.750000 Penalty: 3325.680664
	Iteration 80F: 3 clusters Score -3553917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3553917.000000 Penalty: 3325.680664
	Iteration 81Q: 3 clusters Score -3553917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3553919.250000 Penalty: 3325.680664
	Iteration 82Q: 3 clusters Score -3553919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3553914.000000 Penalty: 3325.680664
	Iteration 83Q: 3 clusters Score -3553914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3553916.000000 Penalty: 3325.680664
	Iteration 84Q: 3 clusters Score -3553916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3553926.500000 Penalty: 3325.680664
	Iteration 85Q: 3 clusters Score -3553926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3553921.750000 Penalty: 3325.680664
	Iteration 86Q: 3 clusters Score -3553922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3553922.000000 Penalty: 3325.680664
	Iteration 87Q: 3 clusters Score -3553922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3553929.750000 Penalty: 3325.680664
	Iteration 88Q: 3 clusters Score -3553930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3553932.000000 Penalty: 3325.680664
	Iteration 89Q: 3 clusters Score -3553932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3553932.000000 Penalty: 3325.680664
	Iteration 90Q: 3 clusters Score -3553932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3553939.250000 Penalty: 3325.680664
	Iteration 91Q: 3 clusters Score -3553939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3553942.750000 Penalty: 3325.680664
	Iteration 92Q: 3 clusters Score -3553943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3553940.500000 Penalty: 3325.680664
	Iteration 93Q: 3 clusters Score -3553940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3553942.000000 Penalty: 3325.680664
	Iteration 94Q: 3 clusters Score -3553942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3553939.500000 Penalty: 3325.680664
	Iteration 95Q: 3 clusters Score -3553940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3553940.000000 Penalty: 3325.680664
	Iteration 96Q: 3 clusters Score -3553940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3553943.500000 Penalty: 3325.680664
	Iteration 97Q: 3 clusters Score -3553944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3553940.500000 Penalty: 3325.680664
	Iteration 98Q: 3 clusters Score -3553940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3553944.250000 Penalty: 3325.680664
	Iteration 99Q: 3 clusters Score -3553944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3553947.000000 Penalty: 3325.680664
	Iteration 100F: 3 clusters Score -3553947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3553944.500000 Penalty: 3325.680664
	Iteration 101Q: 3 clusters Score -3553944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3553947.250000 Penalty: 3325.680664
	Iteration 102Q: 3 clusters Score -3553947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3553945.000000 Penalty: 3325.680664
	Iteration 103Q: 3 clusters Score -3553945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3553940.500000 Penalty: 3325.680664
	Iteration 104Q: 3 clusters Score -3553940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3553942.750000 Penalty: 3325.680664
	Iteration 105Q: 3 clusters Score -3553943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3553943.000000 Penalty: 3325.680664
	Iteration 106Q: 3 clusters Score -3553943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3553941.000000 Penalty: 3325.680664
	Iteration 107Q: 3 clusters Score -3553941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3553944.250000 Penalty: 3325.680664
	Iteration 108Q: 3 clusters Score -3553944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3553942.750000 Penalty: 3325.680664
	Iteration 109Q: 3 clusters Score -3553943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3553944.000000 Penalty: 3325.680664
	Iteration 110Q: 3 clusters Score -3553944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3553944.250000 Penalty: 3325.680664
	Iteration 111Q: 3 clusters Score -3553944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3553944.250000 Penalty: 3325.680664
	Iteration 112Q: 3 clusters Score -3553944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3553949.000000 Penalty: 3325.680664
	Iteration 113Q: 3 clusters Score -3553949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3553946.000000 Penalty: 3325.680664
	Iteration 114Q: 3 clusters Score -3553946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3553948.750000 Penalty: 3325.680664
	Iteration 115Q: 3 clusters Score -3553949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3553950.250000 Penalty: 3325.680664
	Iteration 116Q: 3 clusters Score -3553950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3553953.250000 Penalty: 3325.680664
	Iteration 117Q: 3 clusters Score -3553953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3553954.000000 Penalty: 3325.680664
	Iteration 118Q: 3 clusters Score -3553954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3553960.750000 Penalty: 3325.680664
	Iteration 119Q: 3 clusters Score -3553961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3553965.250000 Penalty: 3325.680664
	Iteration 120F: 3 clusters Score -3553965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3553967.250000 Penalty: 3325.680664
	Iteration 121Q: 3 clusters Score -3553967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3553964.750000 Penalty: 3325.680664
	Iteration 122Q: 3 clusters Score -3553965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3553966.000000 Penalty: 3325.680664
	Iteration 123Q: 3 clusters Score -3553966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3553968.750000 Penalty: 3325.680664
	Iteration 124Q: 3 clusters Score -3553969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3553964.500000 Penalty: 3325.680664
	Iteration 125Q: 3 clusters Score -3553964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3553969.000000 Penalty: 3325.680664
	Iteration 126Q: 3 clusters Score -3553969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3553975.000000 Penalty: 3325.680664
	Iteration 127Q: 3 clusters Score -3553975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3553973.000000 Penalty: 3325.680664
	Iteration 128Q: 3 clusters Score -3553973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3553973.500000 Penalty: 3325.680664
	Iteration 129Q: 3 clusters Score -3553974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3553971.000000 Penalty: 3325.680664
	Iteration 130Q: 3 clusters Score -3553971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3553971.250000 Penalty: 3325.680664
	Iteration 131Q: 3 clusters Score -3553971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3553974.750000 Penalty: 3325.680664
	Iteration 132Q: 3 clusters Score -3553975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3553976.250000 Penalty: 3325.680664
	Iteration 133Q: 3 clusters Score -3553976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3553975.000000 Penalty: 3325.680664
	Iteration 134Q: 3 clusters Score -3553975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3553978.000000 Penalty: 3325.680664
	Iteration 135Q: 3 clusters Score -3553978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3553982.250000 Penalty: 3325.680664
	Iteration 136Q: 3 clusters Score -3553982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3553988.250000 Penalty: 3325.680664
	Iteration 137Q: 3 clusters Score -3553988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3553984.000000 Penalty: 3325.680664
	Iteration 138Q: 3 clusters Score -3553984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3553993.000000 Penalty: 3325.680664
	Iteration 139Q: 3 clusters Score -3553993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3553994.500000 Penalty: 3325.680664
	Iteration 140F: 3 clusters Score -3553994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3553994.000000 Penalty: 3325.680664
	Iteration 141Q: 3 clusters Score -3553994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3553993.250000 Penalty: 3325.680664
	Iteration 142Q: 3 clusters Score -3553993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3553996.500000 Penalty: 3325.680664
	Iteration 143Q: 3 clusters Score -3553996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3553991.000000 Penalty: 3325.680664
	Iteration 144Q: 3 clusters Score -3553991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3553991.750000 Penalty: 3325.680664
	Iteration 145Q: 3 clusters Score -3553992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3553994.250000 Penalty: 3325.680664
	Iteration 146Q: 3 clusters Score -3553994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3553998.250000 Penalty: 3325.680664
	Iteration 147Q: 3 clusters Score -3553998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3553995.750000 Penalty: 3325.680664
	Iteration 148Q: 3 clusters Score -3553996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3554000.500000 Penalty: 3325.680664
	Iteration 149Q: 3 clusters Score -3554000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3553999.250000 Penalty: 3325.680664
	Iteration 150Q: 3 clusters Score -3553999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3553999.250000 Penalty: 3325.680664
	Iteration 151Q: 3 clusters Score -3553999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3554003.000000 Penalty: 3325.680664
	Iteration 152Q: 3 clusters Score -3554003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3554000.250000 Penalty: 3325.680664
	Iteration 153Q: 3 clusters Score -3554000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3554003.250000 Penalty: 3325.680664
	Iteration 154Q: 3 clusters Score -3554003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3554003.250000 Penalty: 3325.680664
	Iteration 155Q: 3 clusters Score -3554003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3554001.750000 Penalty: 3325.680664
	Iteration 156Q: 3 clusters Score -3554002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3554004.250000 Penalty: 3325.680664
	Iteration 157Q: 3 clusters Score -3554004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3554004.250000 Penalty: 3325.680664
	Iteration 158F: 3 clusters Score -3554004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Entering Unmasked Estep 
Score: -10222217.000000 Penalty: 1833.787231
	Iteration 0F: 2 clusters Score -1.022222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -10171040.000000 Penalty: 3667.574463
	Iteration 0F: 3 clusters Score -1.017104e+07 nChanged 37821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -10192930.000000 Penalty: 3667.574463
	Iteration 1F: 3 clusters Score -1.019293e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -10193681.000000 Penalty: 3667.574463
	Iteration 2Q: 3 clusters Score -1.019368e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -10194595.000000 Penalty: 3667.574463
	Iteration 3Q: 3 clusters Score -1.01946e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10195790.000000 Penalty: 3667.574463
	Iteration 4Q: 3 clusters Score -1.019579e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -10197431.000000 Penalty: 3667.574463
	Iteration 5Q: 3 clusters Score -1.019743e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10200210.000000 Penalty: 3667.574463
	Iteration 6F: 3 clusters Score -1.020021e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -10204014.000000 Penalty: 3667.574463
	Iteration 7F: 3 clusters Score -1.020401e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -10208982.000000 Penalty: 3667.574463
	Iteration 8F: 3 clusters Score -1.020898e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -10213855.000000 Penalty: 3667.574463
	Iteration 9F: 3 clusters Score -1.021386e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -10217293.000000 Penalty: 3667.574463
	Iteration 10F: 3 clusters Score -1.021729e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -10219195.000000 Penalty: 3667.574463
	Iteration 11Q: 3 clusters Score -1.02192e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -10219977.000000 Penalty: 3667.574463
	Iteration 12Q: 3 clusters Score -1.021998e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -10220322.000000 Penalty: 3667.574463
	Iteration 13Q: 3 clusters Score -1.022032e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -10220470.000000 Penalty: 3667.574463
	Iteration 14Q: 3 clusters Score -1.022047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10220536.000000 Penalty: 3667.574463
	Iteration 15Q: 3 clusters Score -1.022054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -10220572.000000 Penalty: 3667.574463
	Iteration 16Q: 3 clusters Score -1.022057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -10220578.000000 Penalty: 3667.574463
	Iteration 17Q: 3 clusters Score -1.022058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -10220593.000000 Penalty: 3667.574463
	Iteration 18Q: 3 clusters Score -1.022059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -10220593.000000 Penalty: 3667.574463
	Iteration 19Q: 3 clusters Score -1.022059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -10220597.000000 Penalty: 3667.574463
	Iteration 20F: 3 clusters Score -1.02206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -10220607.000000 Penalty: 3667.574463
	Iteration 21Q: 3 clusters Score -1.022061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10220605.000000 Penalty: 3667.574463
	Iteration 22Q: 3 clusters Score -1.02206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10220605.000000 Penalty: 3667.574463
	Iteration 23F: 3 clusters Score -1.02206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13324.862305 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13324.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13575.229492 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13575.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13663.250000 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13663.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13692.638672 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13692.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13708.523438 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13708.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13718.916016 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -13718.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13718.916016 Penalty: 1749.960938
	Iteration 6F: 3 clusters Score -13718.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49839.878906 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49839.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50175.097656 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50175.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50255.949219 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50255.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50381.105469 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -50381.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50475.300781 Penalty: 2028.722534
	Iteration 4F: 3 clusters Score -50475.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50620.027344 Penalty: 2028.722534
	Iteration 5F: 3 clusters Score -50620.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50669.742188 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50669.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50685.117188 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50685.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50686.234375 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50686.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50686.234375 Penalty: 2028.722534
	Iteration 9F: 3 clusters Score -50686.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Entering Unmasked Estep 
Score: -4352201.500000 Penalty: 1702.975342
	Iteration 0F: 2 clusters Score -4352202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4328466.000000 Penalty: 3405.950684
	Iteration 0F: 3 clusters Score -4328466 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4337497.500000 Penalty: 3405.950684
	Iteration 1F: 3 clusters Score -4337498 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4338012.000000 Penalty: 3405.950684
	Iteration 2Q: 3 clusters Score -4338012 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4338646.500000 Penalty: 3405.950684
	Iteration 3Q: 3 clusters Score -4338646 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4339542.000000 Penalty: 3405.950684
	Iteration 4F: 3 clusters Score -4339542 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4340874.500000 Penalty: 3405.950684
	Iteration 5F: 3 clusters Score -4340874 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4342828.500000 Penalty: 3405.950684
	Iteration 6F: 3 clusters Score -4342828 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4345237.000000 Penalty: 3405.950684
	Iteration 7F: 3 clusters Score -4345237 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4347422.000000 Penalty: 3405.950684
	Iteration 8F: 3 clusters Score -4347422 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4348909.500000 Penalty: 3405.950684
	Iteration 9Q: 3 clusters Score -4348910 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4349734.500000 Penalty: 3405.950684
	Iteration 10Q: 3 clusters Score -4349734 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4350176.500000 Penalty: 3405.950684
	Iteration 11Q: 3 clusters Score -4350176 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4350442.000000 Penalty: 3405.950684
	Iteration 12Q: 3 clusters Score -4350442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4350586.000000 Penalty: 3405.950684
	Iteration 13Q: 3 clusters Score -4350586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4350657.500000 Penalty: 3405.950684
	Iteration 14Q: 3 clusters Score -4350658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4350696.500000 Penalty: 3405.950684
	Iteration 15Q: 3 clusters Score -4350696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4350715.500000 Penalty: 3405.950684
	Iteration 16Q: 3 clusters Score -4350716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4350734.500000 Penalty: 3405.950684
	Iteration 17Q: 3 clusters Score -4350734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4350760.500000 Penalty: 3405.950684
	Iteration 18Q: 3 clusters Score -4350760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4350762.000000 Penalty: 3405.950684
	Iteration 19Q: 3 clusters Score -4350762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4350767.000000 Penalty: 3405.950684
	Iteration 20F: 3 clusters Score -4350767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4350764.500000 Penalty: 3405.950684
	Iteration 21Q: 3 clusters Score -4350764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4350768.500000 Penalty: 3405.950684
	Iteration 22Q: 3 clusters Score -4350768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4350767.000000 Penalty: 3405.950684
	Iteration 23Q: 3 clusters Score -4350767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4350769.000000 Penalty: 3405.950684
	Iteration 24Q: 3 clusters Score -4350769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4350767.500000 Penalty: 3405.950684
	Iteration 25Q: 3 clusters Score -4350768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4350766.000000 Penalty: 3405.950684
	Iteration 26Q: 3 clusters Score -4350766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4350767.500000 Penalty: 3405.950684
	Iteration 27Q: 3 clusters Score -4350768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4350770.500000 Penalty: 3405.950684
	Iteration 28Q: 3 clusters Score -4350770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4350771.000000 Penalty: 3405.950684
	Iteration 29Q: 3 clusters Score -4350771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4350771.000000 Penalty: 3405.950684
	Iteration 30F: 3 clusters Score -4350771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Entering Unmasked Estep 
Score: -9099192.000000 Penalty: 1815.502075
	Iteration 0F: 2 clusters Score -9099192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -9052992.000000 Penalty: 3631.004150
	Iteration 0F: 3 clusters Score -9052992 nChanged 33618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -9072289.000000 Penalty: 3631.004150
	Iteration 1F: 3 clusters Score -9072289 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9073527.000000 Penalty: 3631.004150
	Iteration 2Q: 3 clusters Score -9073527 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -9075642.000000 Penalty: 3631.004150
	Iteration 3F: 3 clusters Score -9075642 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -9079237.000000 Penalty: 3631.004150
	Iteration 4F: 3 clusters Score -9079237 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -9084625.000000 Penalty: 3631.004150
	Iteration 5F: 3 clusters Score -9084625 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -9090889.000000 Penalty: 3631.004150
	Iteration 6F: 3 clusters Score -9090889 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -9095866.000000 Penalty: 3631.004150
	Iteration 7F: 3 clusters Score -9095866 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -9097587.000000 Penalty: 3631.004150
	Iteration 8Q: 3 clusters Score -9097587 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -9097917.000000 Penalty: 3631.004150
	Iteration 9Q: 3 clusters Score -9097917 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -9098064.000000 Penalty: 3631.004150
	Iteration 10Q: 3 clusters Score -9098064 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -9098167.000000 Penalty: 3631.004150
	Iteration 11Q: 3 clusters Score -9098167 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -9098215.000000 Penalty: 3631.004150
	Iteration 12Q: 3 clusters Score -9098215 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -9098308.000000 Penalty: 3631.004150
	Iteration 13Q: 3 clusters Score -9098308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -9098341.000000 Penalty: 3631.004150
	Iteration 14Q: 3 clusters Score -9098341 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -9098399.000000 Penalty: 3631.004150
	Iteration 15Q: 3 clusters Score -9098399 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -9098439.000000 Penalty: 3631.004150
	Iteration 16Q: 3 clusters Score -9098439 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -9098464.000000 Penalty: 3631.004150
	Iteration 17Q: 3 clusters Score -9098464 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -9098510.000000 Penalty: 3631.004150
	Iteration 18Q: 3 clusters Score -9098510 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -9098562.000000 Penalty: 3631.004150
	Iteration 19Q: 3 clusters Score -9098562 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -9098569.000000 Penalty: 3631.004150
	Iteration 20F: 3 clusters Score -9098569 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -9098611.000000 Penalty: 3631.004150
	Iteration 21Q: 3 clusters Score -9098611 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -9098629.000000 Penalty: 3631.004150
	Iteration 22Q: 3 clusters Score -9098629 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -9098651.000000 Penalty: 3631.004150
	Iteration 23Q: 3 clusters Score -9098651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -9098701.000000 Penalty: 3631.004150
	Iteration 24Q: 3 clusters Score -9098701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -9098741.000000 Penalty: 3631.004150
	Iteration 25Q: 3 clusters Score -9098741 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9098785.000000 Penalty: 3631.004150
	Iteration 26Q: 3 clusters Score -9098785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -9098797.000000 Penalty: 3631.004150
	Iteration 27Q: 3 clusters Score -9098797 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9098795.000000 Penalty: 3631.004150
	Iteration 28Q: 3 clusters Score -9098795 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -9098798.000000 Penalty: 3631.004150
	Iteration 29Q: 3 clusters Score -9098798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -9098838.000000 Penalty: 3631.004150
	Iteration 30Q: 3 clusters Score -9098838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -9098850.000000 Penalty: 3631.004150
	Iteration 31Q: 3 clusters Score -9098850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -9098869.000000 Penalty: 3631.004150
	Iteration 32Q: 3 clusters Score -9098869 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -9098886.000000 Penalty: 3631.004150
	Iteration 33Q: 3 clusters Score -9098886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -9098901.000000 Penalty: 3631.004150
	Iteration 34Q: 3 clusters Score -9098901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9098903.000000 Penalty: 3631.004150
	Iteration 35Q: 3 clusters Score -9098903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -9098911.000000 Penalty: 3631.004150
	Iteration 36Q: 3 clusters Score -9098911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9098902.000000 Penalty: 3631.004150
	Iteration 37Q: 3 clusters Score -9098902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -9098910.000000 Penalty: 3631.004150
	Iteration 38Q: 3 clusters Score -9098910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -9098914.000000 Penalty: 3631.004150
	Iteration 39Q: 3 clusters Score -9098914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -9098918.000000 Penalty: 3631.004150
	Iteration 40F: 3 clusters Score -9098918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -9098916.000000 Penalty: 3631.004150
	Iteration 41Q: 3 clusters Score -9098916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -9098914.000000 Penalty: 3631.004150
	Iteration 42Q: 3 clusters Score -9098914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -9098915.000000 Penalty: 3631.004150
	Iteration 43Q: 3 clusters Score -9098915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -9098930.000000 Penalty: 3631.004150
	Iteration 44Q: 3 clusters Score -9098930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -9098944.000000 Penalty: 3631.004150
	Iteration 45Q: 3 clusters Score -9098944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -9098949.000000 Penalty: 3631.004150
	Iteration 46Q: 3 clusters Score -9098949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9098945.000000 Penalty: 3631.004150
	Iteration 47Q: 3 clusters Score -9098945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -9098951.000000 Penalty: 3631.004150
	Iteration 48Q: 3 clusters Score -9098951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9098952.000000 Penalty: 3631.004150
	Iteration 49Q: 3 clusters Score -9098952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -9098973.000000 Penalty: 3631.004150
	Iteration 50Q: 3 clusters Score -9098973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -9098974.000000 Penalty: 3631.004150
	Iteration 51Q: 3 clusters Score -9098974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -9098964.000000 Penalty: 3631.004150
	Iteration 52Q: 3 clusters Score -9098964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -9098962.000000 Penalty: 3631.004150
	Iteration 53Q: 3 clusters Score -9098962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9098940.000000 Penalty: 3631.004150
	Iteration 54Q: 3 clusters Score -9098940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -9098940.000000 Penalty: 3631.004150
	Iteration 55Q: 3 clusters Score -9098940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9098950.000000 Penalty: 3631.004150
	Iteration 56Q: 3 clusters Score -9098950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9098954.000000 Penalty: 3631.004150
	Iteration 57Q: 3 clusters Score -9098954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9098950.000000 Penalty: 3631.004150
	Iteration 58Q: 3 clusters Score -9098950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -9098952.000000 Penalty: 3631.004150
	Iteration 59Q: 3 clusters Score -9098952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9098956.000000 Penalty: 3631.004150
	Iteration 60F: 3 clusters Score -9098956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9098944.000000 Penalty: 3631.004150
	Iteration 61Q: 3 clusters Score -9098944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9098938.000000 Penalty: 3631.004150
	Iteration 62Q: 3 clusters Score -9098938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -9098935.000000 Penalty: 3631.004150
	Iteration 63Q: 3 clusters Score -9098935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9098931.000000 Penalty: 3631.004150
	Iteration 64Q: 3 clusters Score -9098931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -9098927.000000 Penalty: 3631.004150
	Iteration 65Q: 3 clusters Score -9098927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -9098931.000000 Penalty: 3631.004150
	Iteration 66Q: 3 clusters Score -9098931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9098926.000000 Penalty: 3631.004150
	Iteration 67Q: 3 clusters Score -9098926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -9098929.000000 Penalty: 3631.004150
	Iteration 68Q: 3 clusters Score -9098929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -9098923.000000 Penalty: 3631.004150
	Iteration 69Q: 3 clusters Score -9098923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -9098927.000000 Penalty: 3631.004150
	Iteration 70Q: 3 clusters Score -9098927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9098919.000000 Penalty: 3631.004150
	Iteration 71Q: 3 clusters Score -9098919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -9098918.000000 Penalty: 3631.004150
	Iteration 72Q: 3 clusters Score -9098918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9098941.000000 Penalty: 3631.004150
	Iteration 73Q: 3 clusters Score -9098941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -9098929.000000 Penalty: 3631.004150
	Iteration 74Q: 3 clusters Score -9098929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9098923.000000 Penalty: 3631.004150
	Iteration 75Q: 3 clusters Score -9098923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9098933.000000 Penalty: 3631.004150
	Iteration 76Q: 3 clusters Score -9098933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -9098933.000000 Penalty: 3631.004150
	Iteration 77Q: 3 clusters Score -9098933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9098932.000000 Penalty: 3631.004150
	Iteration 78Q: 3 clusters Score -9098932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -9098936.000000 Penalty: 3631.004150
	Iteration 79Q: 3 clusters Score -9098936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -9098936.000000 Penalty: 3631.004150
	Iteration 80F: 3 clusters Score -9098936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Entering Unmasked Estep 
Score: -7995217.500000 Penalty: 1795.188110
	Iteration 0F: 2 clusters Score -7995218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -7953425.000000 Penalty: 3590.376221
	Iteration 0F: 3 clusters Score -7953425 nChanged 29857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -7970610.000000 Penalty: 3590.376221
	Iteration 1F: 3 clusters Score -7970610 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7971371.500000 Penalty: 3590.376221
	Iteration 2Q: 3 clusters Score -7971372 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -7972605.000000 Penalty: 3590.376221
	Iteration 3Q: 3 clusters Score -7972605 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7974831.500000 Penalty: 3590.376221
	Iteration 4F: 3 clusters Score -7974832 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -7978507.000000 Penalty: 3590.376221
	Iteration 5F: 3 clusters Score -7978507 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -7983696.500000 Penalty: 3590.376221
	Iteration 6F: 3 clusters Score -7983696 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7988562.000000 Penalty: 3590.376221
	Iteration 7F: 3 clusters Score -7988562 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7991703.500000 Penalty: 3590.376221
	Iteration 8F: 3 clusters Score -7991704 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7992992.000000 Penalty: 3590.376221
	Iteration 9Q: 3 clusters Score -7992992 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7993377.000000 Penalty: 3590.376221
	Iteration 10Q: 3 clusters Score -7993377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7993505.500000 Penalty: 3590.376221
	Iteration 11Q: 3 clusters Score -7993506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7993554.000000 Penalty: 3590.376221
	Iteration 12Q: 3 clusters Score -7993554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7993570.500000 Penalty: 3590.376221
	Iteration 13Q: 3 clusters Score -7993570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7993573.000000 Penalty: 3590.376221
	Iteration 14Q: 3 clusters Score -7993573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7993580.000000 Penalty: 3590.376221
	Iteration 15Q: 3 clusters Score -7993580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7993579.500000 Penalty: 3590.376221
	Iteration 16Q: 3 clusters Score -7993580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7993581.000000 Penalty: 3590.376221
	Iteration 17Q: 3 clusters Score -7993581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7993598.500000 Penalty: 3590.376221
	Iteration 18Q: 3 clusters Score -7993598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7993610.000000 Penalty: 3590.376221
	Iteration 19Q: 3 clusters Score -7993610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7993616.000000 Penalty: 3590.376221
	Iteration 20F: 3 clusters Score -7993616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7993619.000000 Penalty: 3590.376221
	Iteration 21Q: 3 clusters Score -7993619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7993624.000000 Penalty: 3590.376221
	Iteration 22Q: 3 clusters Score -7993624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7993624.000000 Penalty: 3590.376221
	Iteration 23Q: 3 clusters Score -7993624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7993624.000000 Penalty: 3590.376221
	Iteration 24F: 3 clusters Score -7993624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -67637.429688 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -67637.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66513.367188 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -66513.37 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66689.125000 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -66689.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66738.203125 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -66738.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66768.875000 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -66768.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66784.015625 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -66784.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66794.398438 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -66794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66812.968750 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -66812.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66822.851562 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -66822.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66823.398438 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -66823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66825.398438 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -66825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66826.062500 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -66826.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66828.484375 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -66828.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66841.289062 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -66841.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66845.335938 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -66845.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66847.390625 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -66847.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66848.062500 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -66848.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66850.351562 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -66850.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66850.882812 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -66850.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66850.882812 Penalty: 2075.735840
	Iteration 18F: 3 clusters Score -66850.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27638.591797 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27638.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26979.470703 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26979.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27242.642578 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27242.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27371.273438 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27371.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27415.597656 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27460.623047 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27460.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27463.294922 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27463.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27463.294922 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -27463.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17591.080078 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17591.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17680.326172 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17680.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17703.484375 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -17703.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17711.517578 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17711.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17711.517578 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -17711.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -501597.531250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -501597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -498067.250000 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -498067.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -499048.406250 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -499048.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -499276.312500 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -499276.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499443.031250 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -499443 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -499572.781250 Penalty: 2717.403320
	Iteration 4F: 3 clusters Score -499572.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -499705.718750 Penalty: 2717.403320
	Iteration 5Q: 3 clusters Score -499705.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -499840.125000 Penalty: 2717.403320
	Iteration 6Q: 3 clusters Score -499840.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -499951.718750 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -499951.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -500078.875000 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -500078.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -500182.406250 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -500182.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -500259.906250 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -500259.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500322.406250 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -500322.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -500366.625000 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -500366.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -500397.125000 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -500397.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -500422.187500 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -500422.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -500444.312500 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -500444.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -500463.406250 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -500463.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -500481.468750 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -500481.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -500493.343750 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -500493.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -500503.406250 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -500503.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -500517.156250 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -500517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -500523.531250 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -500523.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -500532.875000 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -500532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -500537.437500 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -500537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -500542.156250 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -500542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -500544.593750 Penalty: 2717.403320
	Iteration 25Q: 3 clusters Score -500544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -500545.093750 Penalty: 2717.403320
	Iteration 26Q: 3 clusters Score -500545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -500547.656250 Penalty: 2717.403320
	Iteration 27Q: 3 clusters Score -500547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -500549.187500 Penalty: 2717.403320
	Iteration 28Q: 3 clusters Score -500549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -500549.375000 Penalty: 2717.403320
	Iteration 29Q: 3 clusters Score -500549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -500549.687500 Penalty: 2717.403320
	Iteration 30Q: 3 clusters Score -500549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -500549.906250 Penalty: 2717.403320
	Iteration 31Q: 3 clusters Score -500549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -500549.906250 Penalty: 2717.403320
	Iteration 32F: 3 clusters Score -500549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -124842.710938 Penalty: 1121.368774
	Iteration 0F: 2 clusters Score -124842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123379.625000 Penalty: 2242.737549
	Iteration 0F: 3 clusters Score -123379.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123609.476562 Penalty: 2242.737549
	Iteration 1F: 3 clusters Score -123609.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123675.687500 Penalty: 2242.737549
	Iteration 2F: 3 clusters Score -123675.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123712.289062 Penalty: 2242.737549
	Iteration 3Q: 3 clusters Score -123712.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123736.687500 Penalty: 2242.737549
	Iteration 4Q: 3 clusters Score -123736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123746.093750 Penalty: 2242.737549
	Iteration 5Q: 3 clusters Score -123746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123753.640625 Penalty: 2242.737549
	Iteration 6Q: 3 clusters Score -123753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123757.273438 Penalty: 2242.737549
	Iteration 7Q: 3 clusters Score -123757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123760.218750 Penalty: 2242.737549
	Iteration 8Q: 3 clusters Score -123760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123762.546875 Penalty: 2242.737549
	Iteration 9Q: 3 clusters Score -123762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123763.382812 Penalty: 2242.737549
	Iteration 10Q: 3 clusters Score -123763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123765.710938 Penalty: 2242.737549
	Iteration 11Q: 3 clusters Score -123765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123767.273438 Penalty: 2242.737549
	Iteration 12Q: 3 clusters Score -123767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123769.570312 Penalty: 2242.737549
	Iteration 13Q: 3 clusters Score -123769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123771.640625 Penalty: 2242.737549
	Iteration 14Q: 3 clusters Score -123771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123773.953125 Penalty: 2242.737549
	Iteration 15Q: 3 clusters Score -123774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123777.906250 Penalty: 2242.737549
	Iteration 16Q: 3 clusters Score -123777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123781.039062 Penalty: 2242.737549
	Iteration 17Q: 3 clusters Score -123781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123782.375000 Penalty: 2242.737549
	Iteration 18Q: 3 clusters Score -123782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -123783.093750 Penalty: 2242.737549
	Iteration 19Q: 3 clusters Score -123783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123783.414062 Penalty: 2242.737549
	Iteration 20F: 3 clusters Score -123783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123784.203125 Penalty: 2242.737549
	Iteration 21Q: 3 clusters Score -123784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123784.203125 Penalty: 2242.737549
	Iteration 22F: 3 clusters Score -123784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Entering Unmasked Estep 
Score: -3716994.750000 Penalty: 1670.795898
	Iteration 0F: 2 clusters Score -3716995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3697436.500000 Penalty: 3341.591797
	Iteration 0F: 3 clusters Score -3697436 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3704634.000000 Penalty: 3341.591797
	Iteration 1F: 3 clusters Score -3704634 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3704947.500000 Penalty: 3341.591797
	Iteration 2Q: 3 clusters Score -3704948 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3705202.250000 Penalty: 3341.591797
	Iteration 3Q: 3 clusters Score -3705202 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3705417.250000 Penalty: 3341.591797
	Iteration 4Q: 3 clusters Score -3705417 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3705619.250000 Penalty: 3341.591797
	Iteration 5Q: 3 clusters Score -3705619 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3705775.250000 Penalty: 3341.591797
	Iteration 6Q: 3 clusters Score -3705775 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3705942.250000 Penalty: 3341.591797
	Iteration 7Q: 3 clusters Score -3705942 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3706091.500000 Penalty: 3341.591797
	Iteration 8Q: 3 clusters Score -3706092 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3706253.750000 Penalty: 3341.591797
	Iteration 9Q: 3 clusters Score -3706254 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3706443.750000 Penalty: 3341.591797
	Iteration 10Q: 3 clusters Score -3706444 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3706645.000000 Penalty: 3341.591797
	Iteration 11Q: 3 clusters Score -3706645 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3706890.250000 Penalty: 3341.591797
	Iteration 12Q: 3 clusters Score -3706890 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3707216.000000 Penalty: 3341.591797
	Iteration 13Q: 3 clusters Score -3707216 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3707785.250000 Penalty: 3341.591797
	Iteration 14Q: 3 clusters Score -3707785 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3708550.500000 Penalty: 3341.591797
	Iteration 15Q: 3 clusters Score -3708550 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3709344.000000 Penalty: 3341.591797
	Iteration 16Q: 3 clusters Score -3709344 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3709940.750000 Penalty: 3341.591797
	Iteration 17Q: 3 clusters Score -3709941 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3710224.750000 Penalty: 3341.591797
	Iteration 18Q: 3 clusters Score -3710225 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3710362.250000 Penalty: 3341.591797
	Iteration 19Q: 3 clusters Score -3710362 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3710425.000000 Penalty: 3341.591797
	Iteration 20F: 3 clusters Score -3710425 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3710477.750000 Penalty: 3341.591797
	Iteration 21Q: 3 clusters Score -3710478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3710485.750000 Penalty: 3341.591797
	Iteration 22Q: 3 clusters Score -3710486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3710493.250000 Penalty: 3341.591797
	Iteration 23Q: 3 clusters Score -3710493 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3710505.750000 Penalty: 3341.591797
	Iteration 24Q: 3 clusters Score -3710506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3710515.250000 Penalty: 3341.591797
	Iteration 25Q: 3 clusters Score -3710515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3710528.750000 Penalty: 3341.591797
	Iteration 26Q: 3 clusters Score -3710529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3710541.500000 Penalty: 3341.591797
	Iteration 27Q: 3 clusters Score -3710542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3710544.250000 Penalty: 3341.591797
	Iteration 28Q: 3 clusters Score -3710544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3710541.000000 Penalty: 3341.591797
	Iteration 29Q: 3 clusters Score -3710541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3710565.000000 Penalty: 3341.591797
	Iteration 30Q: 3 clusters Score -3710565 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3710573.250000 Penalty: 3341.591797
	Iteration 31Q: 3 clusters Score -3710573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3710596.750000 Penalty: 3341.591797
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3710612 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3710622 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3710636 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3710643 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3710648 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3710654 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3710670 nChanged 110
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Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3710685 nChanged 133
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Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3710700 nChanged 137
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Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3710721 nChanged 133
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Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3710742 nChanged 122
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Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3710749 nChanged 120
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Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3710760 nChanged 124
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Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3710772 nChanged 130
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Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3710789 nChanged 133
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Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3710804 nChanged 130
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Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3710817 nChanged 134
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Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3710847 nChanged 150
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Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3710857 nChanged 182
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Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3710897 nChanged 179
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Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3710938 nChanged 186
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Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3711008 nChanged 188
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Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15615 members 
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Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13509 members 
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Mstep: Class 1 contains 15791 members 
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Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3711331 nChanged 362
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Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3711651 nChanged 389
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Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3712022 nChanged 491
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Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 12187 members 
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	Iteration 74Q: 3 clusters Score -3712217 nChanged 479
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Mstep: Class 1 contains 17187 members 
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Mstep: Class 1 contains 17429 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3712576 nChanged 488
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Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17905 members 
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	Iteration 78Q: 3 clusters Score -3712976 nChanged 488
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Mstep: Class 1 contains 18195 members 
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	Iteration 79Q: 3 clusters Score -3713194 nChanged 533
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Mstep: Class 1 contains 18510 members 
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	Iteration 80F: 3 clusters Score -3713481 nChanged 523
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Mstep: Class 1 contains 18811 members 
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	Iteration 81Q: 3 clusters Score -3713711 nChanged 493
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Mstep: Class 1 contains 19080 members 
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	Iteration 82Q: 3 clusters Score -3713919 nChanged 407
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Mstep: Class 1 contains 19291 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3714046 nChanged 330
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Mstep: Class 1 contains 19471 members 
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	Iteration 84Q: 3 clusters Score -3714150 nChanged 293
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Mstep: Class 1 contains 19650 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3714233 nChanged 234
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Mstep: Class 1 contains 19784 members 
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	Iteration 86Q: 3 clusters Score -3714282 nChanged 201
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Mstep: Class 1 contains 19915 members 
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	Iteration 87Q: 3 clusters Score -3714314 nChanged 154
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Mstep: Class 1 contains 20035 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3714356 nChanged 128
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Mstep: Class 1 contains 20137 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3714366 nChanged 109
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Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 8965 members 
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	Iteration 90Q: 3 clusters Score -3714379 nChanged 105
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Mstep: Class 1 contains 20325 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3714399 nChanged 94
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Mstep: Class 1 contains 20411 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3714412 nChanged 81
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Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 8713 members 
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	Iteration 93Q: 3 clusters Score -3714420 nChanged 77
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Mstep: Class 1 contains 20559 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3714434 nChanged 77
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Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 8561 members 
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	Iteration 95Q: 3 clusters Score -3714444 nChanged 79
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Mstep: Class 1 contains 20715 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3714452 nChanged 72
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Mstep: Class 1 contains 20787 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3714453 nChanged 69
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Mstep: Class 1 contains 20852 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3714456 nChanged 58
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Mstep: Class 1 contains 20910 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3714470 nChanged 71
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Mstep: Class 1 contains 20981 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3714489 nChanged 63
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Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3714477 nChanged 62
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Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3714499 nChanged 54
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Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3714498 nChanged 58
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Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3714499 nChanged 54
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Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3714506 nChanged 44
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Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3714510 nChanged 30
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Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3714507 nChanged 34
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Mstep: Class 1 contains 21380 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3714514 nChanged 26
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Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3714515.750000 Penalty: 3341.591797
	Iteration 109Q: 3 clusters Score -3714516 nChanged 25
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Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3714510 nChanged 20
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Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3714512 nChanged 19
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Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3714510 nChanged 18
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Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3714520.250000 Penalty: 3341.591797
	Iteration 113Q: 3 clusters Score -3714520 nChanged 23
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Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3714521.750000 Penalty: 3341.591797
	Iteration 114Q: 3 clusters Score -3714522 nChanged 25
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Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3714525 nChanged 27
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Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3714522 nChanged 19
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Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3714526.500000 Penalty: 3341.591797
	Iteration 117Q: 3 clusters Score -3714526 nChanged 19
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Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3714528 nChanged 21
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Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3714530 nChanged 14
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Mstep: Class 1 contains 21636 members 
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Entering Unmasked Estep 
Score: -3714523.250000 Penalty: 3341.591797
	Iteration 120F: 3 clusters Score -3714523 nChanged 14
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Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3714527 nChanged 17
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Mstep: Class 1 contains 21667 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3714528 nChanged 21
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Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3714526 nChanged 14
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Mstep: Class 1 contains 21700 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3714530 nChanged 11
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Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3714529.500000 Penalty: 3341.591797
	Iteration 125Q: 3 clusters Score -3714530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3714523.500000 Penalty: 3341.591797
	Iteration 126Q: 3 clusters Score -3714524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3714525.250000 Penalty: 3341.591797
	Iteration 127Q: 3 clusters Score -3714525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3714529.750000 Penalty: 3341.591797
	Iteration 128Q: 3 clusters Score -3714530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3714524.500000 Penalty: 3341.591797
	Iteration 129Q: 3 clusters Score -3714524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3714522.750000 Penalty: 3341.591797
	Iteration 130Q: 3 clusters Score -3714523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3714518.750000 Penalty: 3341.591797
	Iteration 131Q: 3 clusters Score -3714519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3714523.250000 Penalty: 3341.591797
	Iteration 132Q: 3 clusters Score -3714523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3714526.500000 Penalty: 3341.591797
	Iteration 133Q: 3 clusters Score -3714526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3714524.500000 Penalty: 3341.591797
	Iteration 134Q: 3 clusters Score -3714524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3714525.000000 Penalty: 3341.591797
	Iteration 135Q: 3 clusters Score -3714525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3714528.000000 Penalty: 3341.591797
	Iteration 136Q: 3 clusters Score -3714528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3714528.500000 Penalty: 3341.591797
	Iteration 137Q: 3 clusters Score -3714528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3714530.250000 Penalty: 3341.591797
	Iteration 138Q: 3 clusters Score -3714530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3714525.250000 Penalty: 3341.591797
	Iteration 139Q: 3 clusters Score -3714525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3714532.000000 Penalty: 3341.591797
	Iteration 140F: 3 clusters Score -3714532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3714533.000000 Penalty: 3341.591797
	Iteration 141Q: 3 clusters Score -3714533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3714536.500000 Penalty: 3341.591797
	Iteration 142Q: 3 clusters Score -3714536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3714535.000000 Penalty: 3341.591797
	Iteration 143Q: 3 clusters Score -3714535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3714540.250000 Penalty: 3341.591797
	Iteration 144Q: 3 clusters Score -3714540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3714533.500000 Penalty: 3341.591797
	Iteration 145Q: 3 clusters Score -3714534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3714541.750000 Penalty: 3341.591797
	Iteration 146Q: 3 clusters Score -3714542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3714540.250000 Penalty: 3341.591797
	Iteration 147Q: 3 clusters Score -3714540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3714537.500000 Penalty: 3341.591797
	Iteration 148Q: 3 clusters Score -3714538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3714541.000000 Penalty: 3341.591797
	Iteration 149Q: 3 clusters Score -3714541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3714542.000000 Penalty: 3341.591797
	Iteration 150Q: 3 clusters Score -3714542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3714546.000000 Penalty: 3341.591797
	Iteration 151Q: 3 clusters Score -3714546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3714537.750000 Penalty: 3341.591797
	Iteration 152Q: 3 clusters Score -3714538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3714538.750000 Penalty: 3341.591797
	Iteration 153Q: 3 clusters Score -3714539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3714536.750000 Penalty: 3341.591797
	Iteration 154Q: 3 clusters Score -3714537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3714535.250000 Penalty: 3341.591797
	Iteration 155Q: 3 clusters Score -3714535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3714536.500000 Penalty: 3341.591797
	Iteration 156Q: 3 clusters Score -3714536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3714536.500000 Penalty: 3341.591797
	Iteration 157Q: 3 clusters Score -3714536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3714531.750000 Penalty: 3341.591797
	Iteration 158Q: 3 clusters Score -3714532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3714529.750000 Penalty: 3341.591797
	Iteration 159Q: 3 clusters Score -3714530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3714532.000000 Penalty: 3341.591797
	Iteration 160F: 3 clusters Score -3714532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3714529.750000 Penalty: 3341.591797
	Iteration 161Q: 3 clusters Score -3714530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3714532.000000 Penalty: 3341.591797
	Iteration 162Q: 3 clusters Score -3714532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3714539.250000 Penalty: 3341.591797
	Iteration 163Q: 3 clusters Score -3714539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3714539.000000 Penalty: 3341.591797
	Iteration 164Q: 3 clusters Score -3714539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3714542.500000 Penalty: 3341.591797
	Iteration 165Q: 3 clusters Score -3714542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3714541.000000 Penalty: 3341.591797
	Iteration 166Q: 3 clusters Score -3714541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3714541.750000 Penalty: 3341.591797
	Iteration 167Q: 3 clusters Score -3714542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3714541.750000 Penalty: 3341.591797
	Iteration 168F: 3 clusters Score -3714542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50731 members 
Mstep: Class 4 contains 93816 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27802 members 
Mstep: Class 8 contains 79606 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35591 members 
Mstep: Class 12 contains 71134 members 
Mstep: Class 13 contains 62775 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625068.000000 Penalty: 40476.707031
Iteration 359Q: 20 clusters Score -6.162507e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 93822 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79596 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71131 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 360F: 20 clusters Score -6.162512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 93832 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79583 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71134 members 
Mstep: Class 13 contains 62777 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625148.000000 Penalty: 40476.707031
Iteration 361Q: 20 clusters Score -6.162515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50731 members 
Mstep: Class 4 contains 93843 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 71127 members 
Mstep: Class 13 contains 62773 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625140.000000 Penalty: 40476.707031
Iteration 362Q: 20 clusters Score -6.162514e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 93847 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79589 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35592 members 
Mstep: Class 12 contains 71122 members 
Mstep: Class 13 contains 62772 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625152.000000 Penalty: 40476.707031
Iteration 363Q: 20 clusters Score -6.162515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 93851 members 
Mstep: Class 5 contains 21136 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79597 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71111 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625184.000000 Penalty: 40476.707031
Iteration 364Q: 20 clusters Score -6.162518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 93855 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79597 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71112 members 
Mstep: Class 13 contains 62775 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625204.000000 Penalty: 40476.707031
Iteration 365Q: 20 clusters Score -6.16252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50722 members 
Mstep: Class 4 contains 93860 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79598 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71117 members 
Mstep: Class 13 contains 62773 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625204.000000 Penalty: 40476.707031
Iteration 366Q: 20 clusters Score -6.16252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50722 members 
Mstep: Class 4 contains 93869 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79590 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71115 members 
Mstep: Class 13 contains 62773 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625224.000000 Penalty: 40476.707031
Iteration 367Q: 20 clusters Score -6.162522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 50722 members 
Mstep: Class 4 contains 93880 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8455 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 79588 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71108 members 
Mstep: Class 13 contains 62768 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625224.000000 Penalty: 40476.707031
Iteration 368Q: 20 clusters Score -6.162522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50723 members 
Mstep: Class 4 contains 93889 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71104 members 
Mstep: Class 13 contains 62767 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625248.000000 Penalty: 40476.707031
Iteration 369Q: 20 clusters Score -6.162525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50723 members 
Mstep: Class 4 contains 93899 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 8449 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 79579 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71100 members 
Mstep: Class 13 contains 62765 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625180.000000 Penalty: 40476.707031
Iteration 370Q: 20 clusters Score -6.162518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50725 members 
Mstep: Class 4 contains 93907 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8448 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 79572 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35601 members 
Mstep: Class 12 contains 71098 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625152.000000 Penalty: 40476.707031
Iteration 371Q: 20 clusters Score -6.162515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 93912 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79568 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71091 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625136.000000 Penalty: 40476.707031
Iteration 372Q: 20 clusters Score -6.162514e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 93916 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 8446 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79574 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71083 members 
Mstep: Class 13 contains 62763 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 373Q: 20 clusters Score -6.162512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 93924 members 
Mstep: Class 5 contains 21136 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71074 members 
Mstep: Class 13 contains 62764 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625104.000000 Penalty: 40476.707031
Iteration 374Q: 20 clusters Score -6.16251e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 93929 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 79583 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71067 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625064.000000 Penalty: 40476.707031
Iteration 375Q: 20 clusters Score -6.162506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50727 members 
Mstep: Class 4 contains 93938 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71064 members 
Mstep: Class 13 contains 62768 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625104.000000 Penalty: 40476.707031
Iteration 376Q: 20 clusters Score -6.16251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 93944 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 79580 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71060 members 
Mstep: Class 13 contains 62769 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625112.000000 Penalty: 40476.707031
Iteration 377Q: 20 clusters Score -6.162511e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 93949 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27809 members 
Mstep: Class 8 contains 79582 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625088.000000 Penalty: 40476.707031
Iteration 378Q: 20 clusters Score -6.162509e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50725 members 
Mstep: Class 4 contains 93958 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79574 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71052 members 
Mstep: Class 13 contains 62774 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625164.000000 Penalty: 40476.707031
Iteration 379Q: 20 clusters Score -6.162516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 93965 members 
Mstep: Class 5 contains 21136 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79564 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62779 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625180.000000 Penalty: 40476.707031
Iteration 380F: 20 clusters Score -6.162518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 93974 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79547 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 62784 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625100.000000 Penalty: 40476.707031
Iteration 381Q: 20 clusters Score -6.16251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50732 members 
Mstep: Class 4 contains 93989 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79523 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71051 members 
Mstep: Class 13 contains 62788 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625108.000000 Penalty: 40476.707031
Iteration 382Q: 20 clusters Score -6.162511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50732 members 
Mstep: Class 4 contains 94002 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79507 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71052 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625088.000000 Penalty: 40476.707031
Iteration 383Q: 20 clusters Score -6.162509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 94013 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79499 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625100.000000 Penalty: 40476.707031
Iteration 384Q: 20 clusters Score -6.16251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94024 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79490 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71054 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625156.000000 Penalty: 40476.707031
Iteration 385Q: 20 clusters Score -6.162516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50727 members 
Mstep: Class 4 contains 94032 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79494 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35593 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 386Q: 20 clusters Score -6.162516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94043 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27802 members 
Mstep: Class 8 contains 79485 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71047 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625124.000000 Penalty: 40476.707031
Iteration 387Q: 20 clusters Score -6.162512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94051 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79474 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625144.000000 Penalty: 40476.707031
Iteration 388Q: 20 clusters Score -6.162514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50727 members 
Mstep: Class 4 contains 94061 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79464 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 71046 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625140.000000 Penalty: 40476.707031
Iteration 389Q: 20 clusters Score -6.162514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94069 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79453 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71043 members 
Mstep: Class 13 contains 62794 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 390Q: 20 clusters Score -6.162516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94081 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79442 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71043 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 391Q: 20 clusters Score -6.162516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 94088 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79428 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71044 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625164.000000 Penalty: 40476.707031
Iteration 392Q: 20 clusters Score -6.162516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 94098 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79415 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625168.000000 Penalty: 40476.707031
Iteration 393Q: 20 clusters Score -6.162517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 94107 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79401 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625176.000000 Penalty: 40476.707031
Iteration 394Q: 20 clusters Score -6.162518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 94116 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79388 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62799 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 395Q: 20 clusters Score -6.162522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50736 members 
Mstep: Class 4 contains 94125 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62802 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 396Q: 20 clusters Score -6.162523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50734 members 
Mstep: Class 4 contains 94130 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79366 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35602 members 
Mstep: Class 12 contains 71051 members 
Mstep: Class 13 contains 62803 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 397Q: 20 clusters Score -6.162524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 94135 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79363 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35601 members 
Mstep: Class 12 contains 71054 members 
Mstep: Class 13 contains 62802 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625212.000000 Penalty: 40476.707031
Iteration 398Q: 20 clusters Score -6.162521e+07 nChanged 21
Entering ConstructFrom: 
Score: -61625212.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -162805.078125 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -162805.1 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 694 members 
Entering Unmasked Estep 
Score: -161105.062500 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -161105.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161413.062500 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -161413.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161498.937500 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -161498.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161545.609375 Penalty: 2346.383789
	Iteration 3Q: 3 clusters Score -161545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161570.156250 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -161570.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161592.640625 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -161592.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161610.140625 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -161610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161625.421875 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -161625.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161634.328125 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -161634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161641.640625 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -161641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161647.031250 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -161647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161651.968750 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -161652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -161655.734375 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -161655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161659.500000 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -161659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161662.984375 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -161663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161663.734375 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -161663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161664.218750 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -161664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161664.218750 Penalty: 2346.383789
	Iteration 17F: 3 clusters Score -161664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -629432.375000 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -629432.4 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 2449 members 
Entering Unmasked Estep 
Score: -625469.187500 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -625469.2 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -626545.812500 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -626545.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -626834.500000 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -626834.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -627060.000000 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -627060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -627266.312500 Penalty: 2767.567383
	Iteration 4F: 3 clusters Score -627266.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -627462.687500 Penalty: 2767.567383
	Iteration 5F: 3 clusters Score -627462.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -627620.875000 Penalty: 2767.567383
	Iteration 6F: 3 clusters Score -627620.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -627736.812500 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -627736.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -627810.250000 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -627810.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -627870.125000 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -627870.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -627914.750000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -627914.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -627944.937500 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -627944.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -627975.187500 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -627975.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -628000.562500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -628000.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -628017.812500 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -628017.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -628024.937500 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -628024.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -628032.750000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -628032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -628041.750000 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -628041.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -628053.187500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -628053.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -628061.812500 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -628061.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -628069.312500 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -628069.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -628080.437500 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -628080.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -628089.750000 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -628089.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -628098.687500 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -628098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -628107.375000 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -628107.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -628116.500000 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -628116.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -628123.812500 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -628123.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -628129.312500 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -628129.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -628133.500000 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -628133.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -628136.750000 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -628136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -628142.812500 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -628142.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -628145.875000 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -628145.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -628150.187500 Penalty: 2767.567383
	Iteration 32Q: 3 clusters Score -628150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -628156.312500 Penalty: 2767.567383
	Iteration 33Q: 3 clusters Score -628156.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -628167.937500 Penalty: 2767.567383
	Iteration 34Q: 3 clusters Score -628167.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -628178.250000 Penalty: 2767.567383
	Iteration 35Q: 3 clusters Score -628178.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -628186.437500 Penalty: 2767.567383
	Iteration 36Q: 3 clusters Score -628186.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -628197.687500 Penalty: 2767.567383
	Iteration 37Q: 3 clusters Score -628197.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -628210.875000 Penalty: 2767.567383
	Iteration 38Q: 3 clusters Score -628210.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -628222.312500 Penalty: 2767.567383
	Iteration 39Q: 3 clusters Score -628222.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -628237.562500 Penalty: 2767.567383
	Iteration 40F: 3 clusters Score -628237.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -628260.437500 Penalty: 2767.567383
	Iteration 41Q: 3 clusters Score -628260.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -628280.812500 Penalty: 2767.567383
	Iteration 42Q: 3 clusters Score -628280.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -628306.687500 Penalty: 2767.567383
	Iteration 43Q: 3 clusters Score -628306.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -628345.187500 Penalty: 2767.567383
	Iteration 44Q: 3 clusters Score -628345.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -628398.062500 Penalty: 2767.567383
	Iteration 45Q: 3 clusters Score -628398.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -628460.687500 Penalty: 2767.567383
	Iteration 46Q: 3 clusters Score -628460.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -628516.875000 Penalty: 2767.567383
	Iteration 47Q: 3 clusters Score -628516.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -628559.125000 Penalty: 2767.567383
	Iteration 48Q: 3 clusters Score -628559.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -628600.562500 Penalty: 2767.567383
	Iteration 49Q: 3 clusters Score -628600.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -628625.687500 Penalty: 2767.567383
	Iteration 50Q: 3 clusters Score -628625.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -628642.812500 Penalty: 2767.567383
	Iteration 51Q: 3 clusters Score -628642.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -628661.437500 Penalty: 2767.567383
	Iteration 52Q: 3 clusters Score -628661.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -628680.312500 Penalty: 2767.567383
	Iteration 53Q: 3 clusters Score -628680.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -628691.125000 Penalty: 2767.567383
	Iteration 54Q: 3 clusters Score -628691.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -628699.625000 Penalty: 2767.567383
	Iteration 55Q: 3 clusters Score -628699.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -628707.562500 Penalty: 2767.567383
	Iteration 56Q: 3 clusters Score -628707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -628712.000000 Penalty: 2767.567383
	Iteration 57Q: 3 clusters Score -628712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -628719.562500 Penalty: 2767.567383
	Iteration 58Q: 3 clusters Score -628719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -628725.312500 Penalty: 2767.567383
	Iteration 59Q: 3 clusters Score -628725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -628729.437500 Penalty: 2767.567383
	Iteration 60F: 3 clusters Score -628729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -628731.437500 Penalty: 2767.567383
	Iteration 61Q: 3 clusters Score -628731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -628733.750000 Penalty: 2767.567383
	Iteration 62Q: 3 clusters Score -628733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -628734.812500 Penalty: 2767.567383
	Iteration 63Q: 3 clusters Score -628734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -628734.750000 Penalty: 2767.567383
	Iteration 64Q: 3 clusters Score -628734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -628735.000000 Penalty: 2767.567383
	Iteration 65Q: 3 clusters Score -628735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -628735.000000 Penalty: 2767.567383
	Iteration 66F: 3 clusters Score -628735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Entering Unmasked Estep 
Score: -6464883.000000 Penalty: 1760.569214
	Iteration 0F: 2 clusters Score -6464883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6430822.000000 Penalty: 3521.138428
	Iteration 0F: 3 clusters Score -6430822 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6444552.500000 Penalty: 3521.138428
	Iteration 1F: 3 clusters Score -6444552 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -6445287.500000 Penalty: 3521.138428
	Iteration 2Q: 3 clusters Score -6445288 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -6446395.000000 Penalty: 3521.138428
	Iteration 3Q: 3 clusters Score -6446395 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -6448211.500000 Penalty: 3521.138428
	Iteration 4F: 3 clusters Score -6448212 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -6450994.000000 Penalty: 3521.138428
	Iteration 5F: 3 clusters Score -6450994 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -6454429.500000 Penalty: 3521.138428
	Iteration 6F: 3 clusters Score -6454430 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6457908.500000 Penalty: 3521.138428
	Iteration 7F: 3 clusters Score -6457908 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6460180.000000 Penalty: 3521.138428
	Iteration 8F: 3 clusters Score -6460180 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6461416.000000 Penalty: 3521.138428
	Iteration 9Q: 3 clusters Score -6461416 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6462060.000000 Penalty: 3521.138428
	Iteration 10Q: 3 clusters Score -6462060 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6462498.000000 Penalty: 3521.138428
	Iteration 11Q: 3 clusters Score -6462498 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6462742.000000 Penalty: 3521.138428
	Iteration 12Q: 3 clusters Score -6462742 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6462932.000000 Penalty: 3521.138428
	Iteration 13Q: 3 clusters Score -6462932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6463044.500000 Penalty: 3521.138428
	Iteration 14Q: 3 clusters Score -6463044 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6463119.000000 Penalty: 3521.138428
	Iteration 15Q: 3 clusters Score -6463119 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6463184.000000 Penalty: 3521.138428
	Iteration 16Q: 3 clusters Score -6463184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6463252.000000 Penalty: 3521.138428
	Iteration 17Q: 3 clusters Score -6463252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6463274.500000 Penalty: 3521.138428
	Iteration 18Q: 3 clusters Score -6463274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6463321.500000 Penalty: 3521.138428
	Iteration 19Q: 3 clusters Score -6463322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6463348.500000 Penalty: 3521.138428
	Iteration 20F: 3 clusters Score -6463348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6463367.000000 Penalty: 3521.138428
	Iteration 21Q: 3 clusters Score -6463367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6463389.500000 Penalty: 3521.138428
	Iteration 22Q: 3 clusters Score -6463390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6463412.000000 Penalty: 3521.138428
	Iteration 23Q: 3 clusters Score -6463412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6463433.500000 Penalty: 3521.138428
	Iteration 24Q: 3 clusters Score -6463434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6463443.000000 Penalty: 3521.138428
	Iteration 25Q: 3 clusters Score -6463443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6463450.000000 Penalty: 3521.138428
	Iteration 26Q: 3 clusters Score -6463450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6463452.000000 Penalty: 3521.138428
	Iteration 27Q: 3 clusters Score -6463452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6463453.000000 Penalty: 3521.138428
	Iteration 28Q: 3 clusters Score -6463453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6463453.000000 Penalty: 3521.138428
	Iteration 29Q: 3 clusters Score -6463453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6463451.500000 Penalty: 3521.138428
	Iteration 30Q: 3 clusters Score -6463452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6463452.000000 Penalty: 3521.138428
	Iteration 31Q: 3 clusters Score -6463452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6463446.000000 Penalty: 3521.138428
	Iteration 32Q: 3 clusters Score -6463446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6463446.000000 Penalty: 3521.138428
	Iteration 33F: 3 clusters Score -6463446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (94146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Entering Unmasked Estep 
Score: -12026214.000000 Penalty: 1861.047852
	Iteration 0F: 2 clusters Score -1.202621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -11967666.000000 Penalty: 3722.095703
	Iteration 0F: 3 clusters Score -1.196767e+07 nChanged 44910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -11993335.000000 Penalty: 3722.095703
	Iteration 1F: 3 clusters Score -1.199334e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -11993915.000000 Penalty: 3722.095703
	Iteration 2Q: 3 clusters Score -1.199392e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -11994501.000000 Penalty: 3722.095703
	Iteration 3Q: 3 clusters Score -1.19945e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -11995287.000000 Penalty: 3722.095703
	Iteration 4Q: 3 clusters Score -1.199529e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -11996152.000000 Penalty: 3722.095703
	Iteration 5Q: 3 clusters Score -1.199615e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -11997058.000000 Penalty: 3722.095703
	Iteration 6Q: 3 clusters Score -1.199706e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -11998092.000000 Penalty: 3722.095703
	Iteration 7Q: 3 clusters Score -1.199809e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -11999236.000000 Penalty: 3722.095703
	Iteration 8Q: 3 clusters Score -1.199924e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -12000793.000000 Penalty: 3722.095703
	Iteration 9Q: 3 clusters Score -1.200079e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -12003071.000000 Penalty: 3722.095703
	Iteration 10Q: 3 clusters Score -1.200307e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -12006346.000000 Penalty: 3722.095703
	Iteration 11F: 3 clusters Score -1.200635e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -12010109.000000 Penalty: 3722.095703
	Iteration 12F: 3 clusters Score -1.201011e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -12013035.000000 Penalty: 3722.095703
	Iteration 13F: 3 clusters Score -1.201304e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -12014444.000000 Penalty: 3722.095703
	Iteration 14Q: 3 clusters Score -1.201444e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -12015067.000000 Penalty: 3722.095703
	Iteration 15Q: 3 clusters Score -1.201507e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -12015559.000000 Penalty: 3722.095703
	Iteration 16Q: 3 clusters Score -1.201556e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -12016064.000000 Penalty: 3722.095703
	Iteration 17Q: 3 clusters Score -1.201606e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -12016553.000000 Penalty: 3722.095703
	Iteration 18Q: 3 clusters Score -1.201655e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -12016967.000000 Penalty: 3722.095703
	Iteration 19Q: 3 clusters Score -1.201697e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -12017461.000000 Penalty: 3722.095703
	Iteration 20F: 3 clusters Score -1.201746e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -12017986.000000 Penalty: 3722.095703
	Iteration 21Q: 3 clusters Score -1.201799e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -12018479.000000 Penalty: 3722.095703
	Iteration 22Q: 3 clusters Score -1.201848e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -12019091.000000 Penalty: 3722.095703
	Iteration 23Q: 3 clusters Score -1.201909e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -12019753.000000 Penalty: 3722.095703
	Iteration 24Q: 3 clusters Score -1.201975e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -12020670.000000 Penalty: 3722.095703
	Iteration 25Q: 3 clusters Score -1.202067e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -12021601.000000 Penalty: 3722.095703
	Iteration 26Q: 3 clusters Score -1.20216e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -12022628.000000 Penalty: 3722.095703
	Iteration 27Q: 3 clusters Score -1.202263e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -12023552.000000 Penalty: 3722.095703
	Iteration 28Q: 3 clusters Score -1.202355e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -12024251.000000 Penalty: 3722.095703
	Iteration 29Q: 3 clusters Score -1.202425e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -12024685.000000 Penalty: 3722.095703
	Iteration 30Q: 3 clusters Score -1.202468e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -12025010.000000 Penalty: 3722.095703
	Iteration 31Q: 3 clusters Score -1.202501e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -12025123.000000 Penalty: 3722.095703
	Iteration 32Q: 3 clusters Score -1.202512e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -12025311.000000 Penalty: 3722.095703
	Iteration 33Q: 3 clusters Score -1.202531e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -12025381.000000 Penalty: 3722.095703
	Iteration 34Q: 3 clusters Score -1.202538e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -12025448.000000 Penalty: 3722.095703
	Iteration 35Q: 3 clusters Score -1.202545e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -12025520.000000 Penalty: 3722.095703
	Iteration 36Q: 3 clusters Score -1.202552e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -12025533.000000 Penalty: 3722.095703
	Iteration 37Q: 3 clusters Score -1.202553e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -12025513.000000 Penalty: 3722.095703
	Iteration 38Q: 3 clusters Score -1.202551e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -12025519.000000 Penalty: 3722.095703
	Iteration 39Q: 3 clusters Score -1.202552e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -12025605.000000 Penalty: 3722.095703
	Iteration 40F: 3 clusters Score -1.20256e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -12025612.000000 Penalty: 3722.095703
	Iteration 41Q: 3 clusters Score -1.202561e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -12025577.000000 Penalty: 3722.095703
	Iteration 42Q: 3 clusters Score -1.202558e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -12025591.000000 Penalty: 3722.095703
	Iteration 43Q: 3 clusters Score -1.202559e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -12025584.000000 Penalty: 3722.095703
	Iteration 44Q: 3 clusters Score -1.202558e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -12025566.000000 Penalty: 3722.095703
	Iteration 45Q: 3 clusters Score -1.202557e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -12025579.000000 Penalty: 3722.095703
	Iteration 46Q: 3 clusters Score -1.202558e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -12025589.000000 Penalty: 3722.095703
	Iteration 47Q: 3 clusters Score -1.202559e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -12025596.000000 Penalty: 3722.095703
	Iteration 48Q: 3 clusters Score -1.20256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -12025613.000000 Penalty: 3722.095703
	Iteration 49Q: 3 clusters Score -1.202561e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -12025593.000000 Penalty: 3722.095703
	Iteration 50Q: 3 clusters Score -1.202559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -12025592.000000 Penalty: 3722.095703
	Iteration 51Q: 3 clusters Score -1.202559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -12025597.000000 Penalty: 3722.095703
	Iteration 52Q: 3 clusters Score -1.20256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -12025580.000000 Penalty: 3722.095703
	Iteration 53Q: 3 clusters Score -1.202558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -12025572.000000 Penalty: 3722.095703
	Iteration 54Q: 3 clusters Score -1.202557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -12025571.000000 Penalty: 3722.095703
	Iteration 55Q: 3 clusters Score -1.202557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -12025568.000000 Penalty: 3722.095703
	Iteration 56Q: 3 clusters Score -1.202557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -12025574.000000 Penalty: 3722.095703
	Iteration 57Q: 3 clusters Score -1.202557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -12025572.000000 Penalty: 3722.095703
	Iteration 58Q: 3 clusters Score -1.202557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -12025565.000000 Penalty: 3722.095703
	Iteration 59Q: 3 clusters Score -1.202556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -12025554.000000 Penalty: 3722.095703
	Iteration 60F: 3 clusters Score -1.202555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -12025552.000000 Penalty: 3722.095703
	Iteration 61Q: 3 clusters Score -1.202555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -12025539.000000 Penalty: 3722.095703
	Iteration 62Q: 3 clusters Score -1.202554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -12025540.000000 Penalty: 3722.095703
	Iteration 63Q: 3 clusters Score -1.202554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -12025553.000000 Penalty: 3722.095703
	Iteration 64Q: 3 clusters Score -1.202555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -12025554.000000 Penalty: 3722.095703
	Iteration 65Q: 3 clusters Score -1.202555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -12025557.000000 Penalty: 3722.095703
	Iteration 66Q: 3 clusters Score -1.202556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -12025572.000000 Penalty: 3722.095703
	Iteration 67Q: 3 clusters Score -1.202557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -12025569.000000 Penalty: 3722.095703
	Iteration 68Q: 3 clusters Score -1.202557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -12025579.000000 Penalty: 3722.095703
	Iteration 69Q: 3 clusters Score -1.202558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -12025575.000000 Penalty: 3722.095703
	Iteration 70Q: 3 clusters Score -1.202558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -12025571.000000 Penalty: 3722.095703
	Iteration 71Q: 3 clusters Score -1.202557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -12025581.000000 Penalty: 3722.095703
	Iteration 72Q: 3 clusters Score -1.202558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -12025595.000000 Penalty: 3722.095703
	Iteration 73Q: 3 clusters Score -1.20256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -12025608.000000 Penalty: 3722.095703
	Iteration 74Q: 3 clusters Score -1.202561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -12025609.000000 Penalty: 3722.095703
	Iteration 75Q: 3 clusters Score -1.202561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -12025625.000000 Penalty: 3722.095703
	Iteration 76Q: 3 clusters Score -1.202562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -12025600.000000 Penalty: 3722.095703
	Iteration 77Q: 3 clusters Score -1.20256e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -12025594.000000 Penalty: 3722.095703
	Iteration 78Q: 3 clusters Score -1.202559e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -12025622.000000 Penalty: 3722.095703
	Iteration 79Q: 3 clusters Score -1.202562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -12025626.000000 Penalty: 3722.095703
	Iteration 80F: 3 clusters Score -1.202563e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -12025616.000000 Penalty: 3722.095703
	Iteration 81Q: 3 clusters Score -1.202562e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -12025649.000000 Penalty: 3722.095703
	Iteration 82Q: 3 clusters Score -1.202565e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -12025632.000000 Penalty: 3722.095703
	Iteration 83Q: 3 clusters Score -1.202563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -12025625.000000 Penalty: 3722.095703
	Iteration 84Q: 3 clusters Score -1.202562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 85Q: 3 clusters Score -1.202562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -12025622.000000 Penalty: 3722.095703
	Iteration 86Q: 3 clusters Score -1.202562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -12025621.000000 Penalty: 3722.095703
	Iteration 87Q: 3 clusters Score -1.202562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -12025634.000000 Penalty: 3722.095703
	Iteration 88Q: 3 clusters Score -1.202563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -12025625.000000 Penalty: 3722.095703
	Iteration 89Q: 3 clusters Score -1.202562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -12025613.000000 Penalty: 3722.095703
	Iteration 90Q: 3 clusters Score -1.202561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -12025630.000000 Penalty: 3722.095703
	Iteration 91Q: 3 clusters Score -1.202563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -12025626.000000 Penalty: 3722.095703
	Iteration 92Q: 3 clusters Score -1.202563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -12025636.000000 Penalty: 3722.095703
	Iteration 93Q: 3 clusters Score -1.202564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -12025641.000000 Penalty: 3722.095703
	Iteration 94Q: 3 clusters Score -1.202564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -12025661.000000 Penalty: 3722.095703
	Iteration 95Q: 3 clusters Score -1.202566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -12025679.000000 Penalty: 3722.095703
	Iteration 96Q: 3 clusters Score -1.202568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -12025673.000000 Penalty: 3722.095703
	Iteration 97Q: 3 clusters Score -1.202567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -12025669.000000 Penalty: 3722.095703
	Iteration 98Q: 3 clusters Score -1.202567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -12025674.000000 Penalty: 3722.095703
	Iteration 99Q: 3 clusters Score -1.202567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -12025667.000000 Penalty: 3722.095703
	Iteration 100F: 3 clusters Score -1.202567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -12025658.000000 Penalty: 3722.095703
	Iteration 101Q: 3 clusters Score -1.202566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -12025668.000000 Penalty: 3722.095703
	Iteration 102Q: 3 clusters Score -1.202567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -12025663.000000 Penalty: 3722.095703
	Iteration 103Q: 3 clusters Score -1.202566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -12025663.000000 Penalty: 3722.095703
	Iteration 104Q: 3 clusters Score -1.202566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -12025664.000000 Penalty: 3722.095703
	Iteration 105Q: 3 clusters Score -1.202566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -12025652.000000 Penalty: 3722.095703
	Iteration 106Q: 3 clusters Score -1.202565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -12025647.000000 Penalty: 3722.095703
	Iteration 107Q: 3 clusters Score -1.202565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -12025646.000000 Penalty: 3722.095703
	Iteration 108Q: 3 clusters Score -1.202565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -12025647.000000 Penalty: 3722.095703
	Iteration 109Q: 3 clusters Score -1.202565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -12025654.000000 Penalty: 3722.095703
	Iteration 110Q: 3 clusters Score -1.202565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -12025644.000000 Penalty: 3722.095703
	Iteration 111Q: 3 clusters Score -1.202564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -12025651.000000 Penalty: 3722.095703
	Iteration 112Q: 3 clusters Score -1.202565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -12025658.000000 Penalty: 3722.095703
	Iteration 113Q: 3 clusters Score -1.202566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -12025657.000000 Penalty: 3722.095703
	Iteration 114Q: 3 clusters Score -1.202566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -12025646.000000 Penalty: 3722.095703
	Iteration 115Q: 3 clusters Score -1.202565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -12025653.000000 Penalty: 3722.095703
	Iteration 116Q: 3 clusters Score -1.202565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -12025656.000000 Penalty: 3722.095703
	Iteration 117Q: 3 clusters Score -1.202566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -12025655.000000 Penalty: 3722.095703
	Iteration 118Q: 3 clusters Score -1.202566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -12025638.000000 Penalty: 3722.095703
	Iteration 119Q: 3 clusters Score -1.202564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -12025636.000000 Penalty: 3722.095703
	Iteration 120F: 3 clusters Score -1.202564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 121Q: 3 clusters Score -1.202562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -12025644.000000 Penalty: 3722.095703
	Iteration 122Q: 3 clusters Score -1.202564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -12025642.000000 Penalty: 3722.095703
	Iteration 123Q: 3 clusters Score -1.202564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -12025642.000000 Penalty: 3722.095703
	Iteration 124Q: 3 clusters Score -1.202564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -12025639.000000 Penalty: 3722.095703
	Iteration 125Q: 3 clusters Score -1.202564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -12025634.000000 Penalty: 3722.095703
	Iteration 126Q: 3 clusters Score -1.202563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -12025641.000000 Penalty: 3722.095703
	Iteration 127Q: 3 clusters Score -1.202564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -12025638.000000 Penalty: 3722.095703
	Iteration 128Q: 3 clusters Score -1.202564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -12025637.000000 Penalty: 3722.095703
	Iteration 129Q: 3 clusters Score -1.202564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -12025632.000000 Penalty: 3722.095703
	Iteration 130Q: 3 clusters Score -1.202563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -12025638.000000 Penalty: 3722.095703
	Iteration 131Q: 3 clusters Score -1.202564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -12025629.000000 Penalty: 3722.095703
	Iteration 132Q: 3 clusters Score -1.202563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -12025634.000000 Penalty: 3722.095703
	Iteration 133Q: 3 clusters Score -1.202563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -12025643.000000 Penalty: 3722.095703
	Iteration 134Q: 3 clusters Score -1.202564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -12025634.000000 Penalty: 3722.095703
	Iteration 135Q: 3 clusters Score -1.202563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -12025635.000000 Penalty: 3722.095703
	Iteration 136Q: 3 clusters Score -1.202564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -12025636.000000 Penalty: 3722.095703
	Iteration 137Q: 3 clusters Score -1.202564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -12025625.000000 Penalty: 3722.095703
	Iteration 138Q: 3 clusters Score -1.202562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -12025636.000000 Penalty: 3722.095703
	Iteration 139Q: 3 clusters Score -1.202564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -12025635.000000 Penalty: 3722.095703
	Iteration 140F: 3 clusters Score -1.202564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 141Q: 3 clusters Score -1.202562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -12025599.000000 Penalty: 3722.095703
	Iteration 142Q: 3 clusters Score -1.20256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -12025609.000000 Penalty: 3722.095703
	Iteration 143Q: 3 clusters Score -1.202561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -12025616.000000 Penalty: 3722.095703
	Iteration 144Q: 3 clusters Score -1.202562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -12025618.000000 Penalty: 3722.095703
	Iteration 145Q: 3 clusters Score -1.202562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -12025616.000000 Penalty: 3722.095703
	Iteration 146Q: 3 clusters Score -1.202562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -12025622.000000 Penalty: 3722.095703
	Iteration 147Q: 3 clusters Score -1.202562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 148Q: 3 clusters Score -1.202562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -12025614.000000 Penalty: 3722.095703
	Iteration 149Q: 3 clusters Score -1.202561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -12025619.000000 Penalty: 3722.095703
	Iteration 150Q: 3 clusters Score -1.202562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -12025628.000000 Penalty: 3722.095703
	Iteration 151Q: 3 clusters Score -1.202563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -12025614.000000 Penalty: 3722.095703
	Iteration 152Q: 3 clusters Score -1.202561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -12025612.000000 Penalty: 3722.095703
	Iteration 153Q: 3 clusters Score -1.202561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -12025604.000000 Penalty: 3722.095703
	Iteration 154Q: 3 clusters Score -1.20256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -12025613.000000 Penalty: 3722.095703
	Iteration 155Q: 3 clusters Score -1.202561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -12025613.000000 Penalty: 3722.095703
	Iteration 156Q: 3 clusters Score -1.202561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -12025614.000000 Penalty: 3722.095703
	Iteration 157Q: 3 clusters Score -1.202561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -12025621.000000 Penalty: 3722.095703
	Iteration 158Q: 3 clusters Score -1.202562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -12025622.000000 Penalty: 3722.095703
	Iteration 159Q: 3 clusters Score -1.202562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -12025634.000000 Penalty: 3722.095703
	Iteration 160F: 3 clusters Score -1.202563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -12025633.000000 Penalty: 3722.095703
	Iteration 161Q: 3 clusters Score -1.202563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -12025630.000000 Penalty: 3722.095703
	Iteration 162Q: 3 clusters Score -1.202563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -12025651.000000 Penalty: 3722.095703
	Iteration 163Q: 3 clusters Score -1.202565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -12025642.000000 Penalty: 3722.095703
	Iteration 164Q: 3 clusters Score -1.202564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -12025652.000000 Penalty: 3722.095703
	Iteration 165Q: 3 clusters Score -1.202565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -12025642.000000 Penalty: 3722.095703
	Iteration 166Q: 3 clusters Score -1.202564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -12025645.000000 Penalty: 3722.095703
	Iteration 167Q: 3 clusters Score -1.202564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -12025641.000000 Penalty: 3722.095703
	Iteration 168Q: 3 clusters Score -1.202564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -12025645.000000 Penalty: 3722.095703
	Iteration 169Q: 3 clusters Score -1.202564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -12025643.000000 Penalty: 3722.095703
	Iteration 170Q: 3 clusters Score -1.202564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -12025626.000000 Penalty: 3722.095703
	Iteration 171Q: 3 clusters Score -1.202563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -12025626.000000 Penalty: 3722.095703
	Iteration 172Q: 3 clusters Score -1.202563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 173Q: 3 clusters Score -1.202562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -12025627.000000 Penalty: 3722.095703
	Iteration 174Q: 3 clusters Score -1.202563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -12025631.000000 Penalty: 3722.095703
	Iteration 175Q: 3 clusters Score -1.202563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -12025623.000000 Penalty: 3722.095703
	Iteration 176Q: 3 clusters Score -1.202562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -12025617.000000 Penalty: 3722.095703
	Iteration 177Q: 3 clusters Score -1.202562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -12025612.000000 Penalty: 3722.095703
	Iteration 178Q: 3 clusters Score -1.202561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -12025613.000000 Penalty: 3722.095703
	Iteration 179Q: 3 clusters Score -1.202561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -12025620.000000 Penalty: 3722.095703
	Iteration 180F: 3 clusters Score -1.202562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -12025624.000000 Penalty: 3722.095703
	Iteration 181Q: 3 clusters Score -1.202562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -12025623.000000 Penalty: 3722.095703
	Iteration 182Q: 3 clusters Score -1.202562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -12025632.000000 Penalty: 3722.095703
	Iteration 183Q: 3 clusters Score -1.202563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -12025632.000000 Penalty: 3722.095703
	Iteration 184F: 3 clusters Score -1.202563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Entering Unmasked Estep 
Score: -2682613.250000 Penalty: 1618.317139
	Iteration 0F: 2 clusters Score -2682613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2668244.750000 Penalty: 3236.634277
	Iteration 0F: 3 clusters Score -2668245 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2673541.750000 Penalty: 3236.634277
	Iteration 1F: 3 clusters Score -2673542 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2674037.250000 Penalty: 3236.634277
	Iteration 2F: 3 clusters Score -2674037 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2674620.500000 Penalty: 3236.634277
	Iteration 3F: 3 clusters Score -2674620 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2675467.500000 Penalty: 3236.634277
	Iteration 4F: 3 clusters Score -2675468 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2676587.000000 Penalty: 3236.634277
	Iteration 5F: 3 clusters Score -2676587 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2677861.500000 Penalty: 3236.634277
	Iteration 6F: 3 clusters Score -2677862 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2679087.500000 Penalty: 3236.634277
	Iteration 7F: 3 clusters Score -2679088 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2679976.750000 Penalty: 3236.634277
	Iteration 8Q: 3 clusters Score -2679977 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2680516.000000 Penalty: 3236.634277
	Iteration 9Q: 3 clusters Score -2680516 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2680801.000000 Penalty: 3236.634277
	Iteration 10Q: 3 clusters Score -2680801 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2680953.500000 Penalty: 3236.634277
	Iteration 11Q: 3 clusters Score -2680954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2681046.250000 Penalty: 3236.634277
	Iteration 12Q: 3 clusters Score -2681046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2681102.000000 Penalty: 3236.634277
	Iteration 13Q: 3 clusters Score -2681102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2681118.500000 Penalty: 3236.634277
	Iteration 14Q: 3 clusters Score -2681118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2681138.500000 Penalty: 3236.634277
	Iteration 15Q: 3 clusters Score -2681138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2681152.000000 Penalty: 3236.634277
	Iteration 16Q: 3 clusters Score -2681152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2681161.250000 Penalty: 3236.634277
	Iteration 17Q: 3 clusters Score -2681161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2681165.250000 Penalty: 3236.634277
	Iteration 18Q: 3 clusters Score -2681165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2681173.250000 Penalty: 3236.634277
	Iteration 19Q: 3 clusters Score -2681173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2681176.500000 Penalty: 3236.634277
	Iteration 20F: 3 clusters Score -2681176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2681185.750000 Penalty: 3236.634277
	Iteration 21Q: 3 clusters Score -2681186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2681188.000000 Penalty: 3236.634277
	Iteration 22Q: 3 clusters Score -2681188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2681187.000000 Penalty: 3236.634277
	Iteration 23Q: 3 clusters Score -2681187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2681188.750000 Penalty: 3236.634277
	Iteration 24Q: 3 clusters Score -2681189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2681188.750000 Penalty: 3236.634277
	Iteration 25Q: 3 clusters Score -2681189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2681195.000000 Penalty: 3236.634277
	Iteration 26Q: 3 clusters Score -2681195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2681195.500000 Penalty: 3236.634277
	Iteration 27Q: 3 clusters Score -2681196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2681197.750000 Penalty: 3236.634277
	Iteration 28Q: 3 clusters Score -2681198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2681198.000000 Penalty: 3236.634277
	Iteration 29Q: 3 clusters Score -2681198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2681198.000000 Penalty: 3236.634277
	Iteration 30F: 3 clusters Score -2681198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -1078678.750000 Penalty: 1469.196777
	Iteration 0F: 2 clusters Score -1078679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1072455.625000 Penalty: 2938.393555
	Iteration 0F: 3 clusters Score -1072456 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1074470.625000 Penalty: 2938.393555
	Iteration 1F: 3 clusters Score -1074471 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1074693.125000 Penalty: 2938.393555
	Iteration 2F: 3 clusters Score -1074693 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1074928.500000 Penalty: 2938.393555
	Iteration 3Q: 3 clusters Score -1074928 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1075176.000000 Penalty: 2938.393555
	Iteration 4Q: 3 clusters Score -1075176 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1075421.000000 Penalty: 2938.393555
	Iteration 5Q: 3 clusters Score -1075421 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1075692.250000 Penalty: 2938.393555
	Iteration 6Q: 3 clusters Score -1075692 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1075972.125000 Penalty: 2938.393555
	Iteration 7F: 3 clusters Score -1075972 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1076265.500000 Penalty: 2938.393555
	Iteration 8F: 3 clusters Score -1076266 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1076537.875000 Penalty: 2938.393555
	Iteration 9Q: 3 clusters Score -1076538 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1076792.750000 Penalty: 2938.393555
	Iteration 10Q: 3 clusters Score -1076793 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1077046.000000 Penalty: 2938.393555
	Iteration 11Q: 3 clusters Score -1077046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1077248.125000 Penalty: 2938.393555
	Iteration 12Q: 3 clusters Score -1077248 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1077355.625000 Penalty: 2938.393555
	Iteration 13Q: 3 clusters Score -1077356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1077436.750000 Penalty: 2938.393555
	Iteration 14Q: 3 clusters Score -1077437 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1077503.250000 Penalty: 2938.393555
	Iteration 15Q: 3 clusters Score -1077503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1077543.500000 Penalty: 2938.393555
	Iteration 16Q: 3 clusters Score -1077544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1077574.875000 Penalty: 2938.393555
	Iteration 17Q: 3 clusters Score -1077575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1077593.750000 Penalty: 2938.393555
	Iteration 18Q: 3 clusters Score -1077594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1077607.375000 Penalty: 2938.393555
	Iteration 19Q: 3 clusters Score -1077607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1077618.250000 Penalty: 2938.393555
	Iteration 20F: 3 clusters Score -1077618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1077625.875000 Penalty: 2938.393555
	Iteration 21Q: 3 clusters Score -1077626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1077631.125000 Penalty: 2938.393555
	Iteration 22Q: 3 clusters Score -1077631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1077636.250000 Penalty: 2938.393555
	Iteration 23Q: 3 clusters Score -1077636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1077639.500000 Penalty: 2938.393555
	Iteration 24Q: 3 clusters Score -1077640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1077639.750000 Penalty: 2938.393555
	Iteration 25Q: 3 clusters Score -1077640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1077641.250000 Penalty: 2938.393555
	Iteration 26Q: 3 clusters Score -1077641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1077640.625000 Penalty: 2938.393555
	Iteration 27Q: 3 clusters Score -1077641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1077641.000000 Penalty: 2938.393555
	Iteration 28Q: 3 clusters Score -1077641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1077644.875000 Penalty: 2938.393555
	Iteration 29Q: 3 clusters Score -1077645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1077644.375000 Penalty: 2938.393555
	Iteration 30Q: 3 clusters Score -1077644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1077645.500000 Penalty: 2938.393555
	Iteration 31Q: 3 clusters Score -1077646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1077644.625000 Penalty: 2938.393555
	Iteration 32Q: 3 clusters Score -1077645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1077646.875000 Penalty: 2938.393555
	Iteration 33Q: 3 clusters Score -1077647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1077646.750000 Penalty: 2938.393555
	Iteration 34Q: 3 clusters Score -1077647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1077648.500000 Penalty: 2938.393555
	Iteration 35Q: 3 clusters Score -1077648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1077648.125000 Penalty: 2938.393555
	Iteration 36Q: 3 clusters Score -1077648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1077646.750000 Penalty: 2938.393555
	Iteration 37Q: 3 clusters Score -1077647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1077646.250000 Penalty: 2938.393555
	Iteration 38Q: 3 clusters Score -1077646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1077646.625000 Penalty: 2938.393555
	Iteration 39Q: 3 clusters Score -1077647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1077646.000000 Penalty: 2938.393555
	Iteration 40F: 3 clusters Score -1077646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1077647.250000 Penalty: 2938.393555
	Iteration 41Q: 3 clusters Score -1077647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1077648.500000 Penalty: 2938.393555
	Iteration 42Q: 3 clusters Score -1077648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1077649.375000 Penalty: 2938.393555
	Iteration 43Q: 3 clusters Score -1077649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1077652.375000 Penalty: 2938.393555
	Iteration 44Q: 3 clusters Score -1077652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1077652.375000 Penalty: 2938.393555
	Iteration 45Q: 3 clusters Score -1077652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1077651.750000 Penalty: 2938.393555
	Iteration 46Q: 3 clusters Score -1077652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1077650.750000 Penalty: 2938.393555
	Iteration 47Q: 3 clusters Score -1077651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1077649.875000 Penalty: 2938.393555
	Iteration 48Q: 3 clusters Score -1077650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1077650.375000 Penalty: 2938.393555
	Iteration 49Q: 3 clusters Score -1077650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1077653.625000 Penalty: 2938.393555
	Iteration 50Q: 3 clusters Score -1077654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1077654.875000 Penalty: 2938.393555
	Iteration 51Q: 3 clusters Score -1077655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1077654.875000 Penalty: 2938.393555
	Iteration 52Q: 3 clusters Score -1077655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1077656.000000 Penalty: 2938.393555
	Iteration 53Q: 3 clusters Score -1077656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1077655.375000 Penalty: 2938.393555
	Iteration 54Q: 3 clusters Score -1077655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1077655.375000 Penalty: 2938.393555
	Iteration 55F: 3 clusters Score -1077655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Entering Unmasked Estep 
Score: -3555729.000000 Penalty: 1662.846191
	Iteration 0F: 2 clusters Score -3555729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3537121.750000 Penalty: 3325.692383
	Iteration 0F: 3 clusters Score -3537122 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3544078.750000 Penalty: 3325.692383
	Iteration 1F: 3 clusters Score -3544079 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3544514.500000 Penalty: 3325.692383
	Iteration 2Q: 3 clusters Score -3544514 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3544967.250000 Penalty: 3325.692383
	Iteration 3Q: 3 clusters Score -3544967 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3545483.250000 Penalty: 3325.692383
	Iteration 4Q: 3 clusters Score -3545483 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3546244.500000 Penalty: 3325.692383
	Iteration 5F: 3 clusters Score -3546244 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3547377.750000 Penalty: 3325.692383
	Iteration 6F: 3 clusters Score -3547378 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3548863.500000 Penalty: 3325.692383
	Iteration 7F: 3 clusters Score -3548864 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3550638.750000 Penalty: 3325.692383
	Iteration 8F: 3 clusters Score -3550639 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3552125.500000 Penalty: 3325.692383
	Iteration 9F: 3 clusters Score -3552126 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3553135.250000 Penalty: 3325.692383
	Iteration 10Q: 3 clusters Score -3553135 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3553692.000000 Penalty: 3325.692383
	Iteration 11Q: 3 clusters Score -3553692 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3554007.250000 Penalty: 3325.692383
	Iteration 12Q: 3 clusters Score -3554007 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3554163.500000 Penalty: 3325.692383
	Iteration 13Q: 3 clusters Score -3554164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3554226.500000 Penalty: 3325.692383
	Iteration 14Q: 3 clusters Score -3554226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3554275.000000 Penalty: 3325.692383
	Iteration 15Q: 3 clusters Score -3554275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3554302.000000 Penalty: 3325.692383
	Iteration 16Q: 3 clusters Score -3554302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3554312.750000 Penalty: 3325.692383
	Iteration 17Q: 3 clusters Score -3554313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3554323.750000 Penalty: 3325.692383
	Iteration 18Q: 3 clusters Score -3554324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3554329.000000 Penalty: 3325.692383
	Iteration 19Q: 3 clusters Score -3554329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3554330.750000 Penalty: 3325.692383
	Iteration 20F: 3 clusters Score -3554331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3554333.750000 Penalty: 3325.692383
	Iteration 21Q: 3 clusters Score -3554334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3554334.500000 Penalty: 3325.692383
	Iteration 22Q: 3 clusters Score -3554334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3554331.000000 Penalty: 3325.692383
	Iteration 23Q: 3 clusters Score -3554331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3554332.000000 Penalty: 3325.692383
	Iteration 24Q: 3 clusters Score -3554332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3554333.000000 Penalty: 3325.692383
	Iteration 25Q: 3 clusters Score -3554333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3554334.750000 Penalty: 3325.692383
	Iteration 26Q: 3 clusters Score -3554335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3554334.750000 Penalty: 3325.692383
	Iteration 27F: 3 clusters Score -3554335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Entering Unmasked Estep 
Score: -10190991.000000 Penalty: 1833.288330
	Iteration 0F: 2 clusters Score -1.019099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -10139717.000000 Penalty: 3666.576660
	Iteration 0F: 3 clusters Score -1.013972e+07 nChanged 37732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -10161644.000000 Penalty: 3666.576660
	Iteration 1F: 3 clusters Score -1.016164e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -10162137.000000 Penalty: 3666.576660
	Iteration 2Q: 3 clusters Score -1.016214e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -10162624.000000 Penalty: 3666.576660
	Iteration 3Q: 3 clusters Score -1.016262e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -10163162.000000 Penalty: 3666.576660
	Iteration 4Q: 3 clusters Score -1.016316e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -10163855.000000 Penalty: 3666.576660
	Iteration 5Q: 3 clusters Score -1.016386e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -10164827.000000 Penalty: 3666.576660
	Iteration 6Q: 3 clusters Score -1.016483e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -10166369.000000 Penalty: 3666.576660
	Iteration 7Q: 3 clusters Score -1.016637e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -10168594.000000 Penalty: 3666.576660
	Iteration 8F: 3 clusters Score -1.016859e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -10171767.000000 Penalty: 3666.576660
	Iteration 9F: 3 clusters Score -1.017177e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -10175702.000000 Penalty: 3666.576660
	Iteration 10F: 3 clusters Score -1.01757e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10179659.000000 Penalty: 3666.576660
	Iteration 11F: 3 clusters Score -1.017966e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -10182867.000000 Penalty: 3666.576660
	Iteration 12F: 3 clusters Score -1.018287e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -10184900.000000 Penalty: 3666.576660
	Iteration 13Q: 3 clusters Score -1.01849e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -10186319.000000 Penalty: 3666.576660
	Iteration 14Q: 3 clusters Score -1.018632e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -10187451.000000 Penalty: 3666.576660
	Iteration 15Q: 3 clusters Score -1.018745e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10188166.000000 Penalty: 3666.576660
	Iteration 16Q: 3 clusters Score -1.018817e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10188556.000000 Penalty: 3666.576660
	Iteration 17Q: 3 clusters Score -1.018856e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10188779.000000 Penalty: 3666.576660
	Iteration 18Q: 3 clusters Score -1.018878e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10188917.000000 Penalty: 3666.576660
	Iteration 19Q: 3 clusters Score -1.018892e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10189065.000000 Penalty: 3666.576660
	Iteration 20F: 3 clusters Score -1.018906e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10189135.000000 Penalty: 3666.576660
	Iteration 21Q: 3 clusters Score -1.018914e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10189174.000000 Penalty: 3666.576660
	Iteration 22Q: 3 clusters Score -1.018917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10189231.000000 Penalty: 3666.576660
	Iteration 23Q: 3 clusters Score -1.018923e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10189256.000000 Penalty: 3666.576660
	Iteration 24Q: 3 clusters Score -1.018926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10189284.000000 Penalty: 3666.576660
	Iteration 25Q: 3 clusters Score -1.018928e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10189315.000000 Penalty: 3666.576660
	Iteration 26Q: 3 clusters Score -1.018932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10189326.000000 Penalty: 3666.576660
	Iteration 27Q: 3 clusters Score -1.018933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10189332.000000 Penalty: 3666.576660
	Iteration 28Q: 3 clusters Score -1.018933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10189353.000000 Penalty: 3666.576660
	Iteration 29Q: 3 clusters Score -1.018935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10189348.000000 Penalty: 3666.576660
	Iteration 30Q: 3 clusters Score -1.018935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10189366.000000 Penalty: 3666.576660
	Iteration 31Q: 3 clusters Score -1.018937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10189373.000000 Penalty: 3666.576660
	Iteration 32Q: 3 clusters Score -1.018937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10189380.000000 Penalty: 3666.576660
	Iteration 33Q: 3 clusters Score -1.018938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10189383.000000 Penalty: 3666.576660
	Iteration 34Q: 3 clusters Score -1.018938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10189385.000000 Penalty: 3666.576660
	Iteration 35Q: 3 clusters Score -1.018938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10189379.000000 Penalty: 3666.576660
	Iteration 36Q: 3 clusters Score -1.018938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10189379.000000 Penalty: 3666.576660
	Iteration 37Q: 3 clusters Score -1.018938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10189386.000000 Penalty: 3666.576660
	Iteration 38Q: 3 clusters Score -1.018939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10189385.000000 Penalty: 3666.576660
	Iteration 39Q: 3 clusters Score -1.018938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10189385.000000 Penalty: 3666.576660
	Iteration 40F: 3 clusters Score -1.018938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13317.198242 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13317.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13551.907227 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13551.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13655.296875 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13739.427734 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13739.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13750.122070 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13750.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13750.122070 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -13750.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49814.222656 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49814.22 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50204.238281 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50204.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50461.976562 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50461.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50659.906250 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -50659.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50854.906250 Penalty: 2028.722534
	Iteration 4F: 3 clusters Score -50854.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50892.976562 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -50892.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50910.582031 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50910.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50937.175781 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50937.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50940.796875 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50942.046875 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -50942.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50942.875000 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -50942.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50943.312500 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -50943.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50944.601562 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -50944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50945.476562 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -50945.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50945.476562 Penalty: 2028.722534
	Iteration 14F: 3 clusters Score -50945.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 94146 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 290 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71053 members 
Mstep: Class 13 contains 62800 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29177 members 
Entering Unmasked Estep 
Score: -61624280.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61625212.000000 to -61624280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Entering Unmasked Estep 
Score: -4353242.000000 Penalty: 1703.016357
	Iteration 0F: 2 clusters Score -4353242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4329348.500000 Penalty: 3406.032715
	Iteration 0F: 3 clusters Score -4329348 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4338641.500000 Penalty: 3406.032715
	Iteration 1F: 3 clusters Score -4338642 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4339089.500000 Penalty: 3406.032715
	Iteration 2Q: 3 clusters Score -4339090 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4339571.000000 Penalty: 3406.032715
	Iteration 3Q: 3 clusters Score -4339571 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4340063.000000 Penalty: 3406.032715
	Iteration 4Q: 3 clusters Score -4340063 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4340679.500000 Penalty: 3406.032715
	Iteration 5Q: 3 clusters Score -4340680 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4341487.500000 Penalty: 3406.032715
	Iteration 6Q: 3 clusters Score -4341488 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4342478.000000 Penalty: 3406.032715
	Iteration 7Q: 3 clusters Score -4342478 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4343797.000000 Penalty: 3406.032715
	Iteration 8F: 3 clusters Score -4343797 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4345124.000000 Penalty: 3406.032715
	Iteration 9F: 3 clusters Score -4345124 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4346233.000000 Penalty: 3406.032715
	Iteration 10F: 3 clusters Score -4346233 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4346917.000000 Penalty: 3406.032715
	Iteration 11Q: 3 clusters Score -4346917 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4347293.000000 Penalty: 3406.032715
	Iteration 12Q: 3 clusters Score -4347293 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4347537.500000 Penalty: 3406.032715
	Iteration 13Q: 3 clusters Score -4347538 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4347752.000000 Penalty: 3406.032715
	Iteration 14Q: 3 clusters Score -4347752 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4347943.000000 Penalty: 3406.032715
	Iteration 15Q: 3 clusters Score -4347943 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4348166.500000 Penalty: 3406.032715
	Iteration 16Q: 3 clusters Score -4348166 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4348421.000000 Penalty: 3406.032715
	Iteration 17Q: 3 clusters Score -4348421 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4348656.500000 Penalty: 3406.032715
	Iteration 18Q: 3 clusters Score -4348656 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4348901.000000 Penalty: 3406.032715
	Iteration 19Q: 3 clusters Score -4348901 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4349127.500000 Penalty: 3406.032715
	Iteration 20F: 3 clusters Score -4349128 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4349285.000000 Penalty: 3406.032715
	Iteration 21Q: 3 clusters Score -4349285 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -4349426.000000 Penalty: 3406.032715
	Iteration 22Q: 3 clusters Score -4349426 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4349576.000000 Penalty: 3406.032715
	Iteration 23Q: 3 clusters Score -4349576 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4349744.500000 Penalty: 3406.032715
	Iteration 24Q: 3 clusters Score -4349744 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4349898.500000 Penalty: 3406.032715
	Iteration 25Q: 3 clusters Score -4349898 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4350033.000000 Penalty: 3406.032715
	Iteration 26Q: 3 clusters Score -4350033 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4350190.000000 Penalty: 3406.032715
	Iteration 27Q: 3 clusters Score -4350190 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4350337.000000 Penalty: 3406.032715
	Iteration 28Q: 3 clusters Score -4350337 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4350463.000000 Penalty: 3406.032715
	Iteration 29Q: 3 clusters Score -4350463 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4350602.500000 Penalty: 3406.032715
	Iteration 30Q: 3 clusters Score -4350602 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4350743.500000 Penalty: 3406.032715
	Iteration 31Q: 3 clusters Score -4350744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4350859.000000 Penalty: 3406.032715
	Iteration 32Q: 3 clusters Score -4350859 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4350988.000000 Penalty: 3406.032715
	Iteration 33Q: 3 clusters Score -4350988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4351112.000000 Penalty: 3406.032715
	Iteration 34Q: 3 clusters Score -4351112 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4351247.000000 Penalty: 3406.032715
	Iteration 35Q: 3 clusters Score -4351247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4351340.500000 Penalty: 3406.032715
	Iteration 36Q: 3 clusters Score -4351340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4351453.000000 Penalty: 3406.032715
	Iteration 37Q: 3 clusters Score -4351453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4351562.000000 Penalty: 3406.032715
	Iteration 38Q: 3 clusters Score -4351562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4351641.000000 Penalty: 3406.032715
	Iteration 39Q: 3 clusters Score -4351641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4351690.000000 Penalty: 3406.032715
	Iteration 40F: 3 clusters Score -4351690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4351723.500000 Penalty: 3406.032715
	Iteration 41Q: 3 clusters Score -4351724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4351732.500000 Penalty: 3406.032715
	Iteration 42Q: 3 clusters Score -4351732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4351745.500000 Penalty: 3406.032715
	Iteration 43Q: 3 clusters Score -4351746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4351760.000000 Penalty: 3406.032715
	Iteration 44Q: 3 clusters Score -4351760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4351773.000000 Penalty: 3406.032715
	Iteration 45Q: 3 clusters Score -4351773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4351783.500000 Penalty: 3406.032715
	Iteration 46Q: 3 clusters Score -4351784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4351787.000000 Penalty: 3406.032715
	Iteration 47Q: 3 clusters Score -4351787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4351801.000000 Penalty: 3406.032715
	Iteration 48Q: 3 clusters Score -4351801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4351805.000000 Penalty: 3406.032715
	Iteration 49Q: 3 clusters Score -4351805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4351817.500000 Penalty: 3406.032715
	Iteration 50Q: 3 clusters Score -4351818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4351819.500000 Penalty: 3406.032715
	Iteration 51Q: 3 clusters Score -4351820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4351817.000000 Penalty: 3406.032715
	Iteration 52Q: 3 clusters Score -4351817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4351820.000000 Penalty: 3406.032715
	Iteration 53Q: 3 clusters Score -4351820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4351825.000000 Penalty: 3406.032715
	Iteration 54Q: 3 clusters Score -4351825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4351824.000000 Penalty: 3406.032715
	Iteration 55Q: 3 clusters Score -4351824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4351827.500000 Penalty: 3406.032715
	Iteration 56Q: 3 clusters Score -4351828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4351829.000000 Penalty: 3406.032715
	Iteration 57Q: 3 clusters Score -4351829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4351831.500000 Penalty: 3406.032715
	Iteration 58Q: 3 clusters Score -4351832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4351833.000000 Penalty: 3406.032715
	Iteration 59Q: 3 clusters Score -4351833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4351836.000000 Penalty: 3406.032715
	Iteration 60F: 3 clusters Score -4351836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4351836.000000 Penalty: 3406.032715
	Iteration 61Q: 3 clusters Score -4351836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4351843.500000 Penalty: 3406.032715
	Iteration 62Q: 3 clusters Score -4351844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4351850.000000 Penalty: 3406.032715
	Iteration 63Q: 3 clusters Score -4351850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4351852.000000 Penalty: 3406.032715
	Iteration 64Q: 3 clusters Score -4351852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4351848.000000 Penalty: 3406.032715
	Iteration 65Q: 3 clusters Score -4351848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 3406.032715
	Iteration 66Q: 3 clusters Score -4351846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4351848.500000 Penalty: 3406.032715
	Iteration 67Q: 3 clusters Score -4351848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 3406.032715
	Iteration 68Q: 3 clusters Score -4351846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 3406.032715
	Iteration 69F: 3 clusters Score -4351846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Entering Unmasked Estep 
Score: -9088853.000000 Penalty: 1815.317017
	Iteration 0F: 2 clusters Score -9088853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -9042356.000000 Penalty: 3630.634033
	Iteration 0F: 3 clusters Score -9042356 nChanged 33743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9061680.000000 Penalty: 3630.634033
	Iteration 1F: 3 clusters Score -9061680 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -9062668.000000 Penalty: 3630.634033
	Iteration 2Q: 3 clusters Score -9062668 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9064204.000000 Penalty: 3630.634033
	Iteration 3Q: 3 clusters Score -9064204 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -9066337.000000 Penalty: 3630.634033
	Iteration 4F: 3 clusters Score -9066337 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -9069077.000000 Penalty: 3630.634033
	Iteration 5F: 3 clusters Score -9069077 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -9072708.000000 Penalty: 3630.634033
	Iteration 6F: 3 clusters Score -9072708 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -9076888.000000 Penalty: 3630.634033
	Iteration 7F: 3 clusters Score -9076888 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -9080884.000000 Penalty: 3630.634033
	Iteration 8F: 3 clusters Score -9080884 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -9083233.000000 Penalty: 3630.634033
	Iteration 9F: 3 clusters Score -9083233 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -9084353.000000 Penalty: 3630.634033
	Iteration 10Q: 3 clusters Score -9084353 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -9085102.000000 Penalty: 3630.634033
	Iteration 11Q: 3 clusters Score -9085102 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -9085543.000000 Penalty: 3630.634033
	Iteration 12Q: 3 clusters Score -9085543 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -9085803.000000 Penalty: 3630.634033
	Iteration 13Q: 3 clusters Score -9085803 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -9086024.000000 Penalty: 3630.634033
	Iteration 14Q: 3 clusters Score -9086024 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -9086165.000000 Penalty: 3630.634033
	Iteration 15Q: 3 clusters Score -9086165 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -9086282.000000 Penalty: 3630.634033
	Iteration 16Q: 3 clusters Score -9086282 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -9086374.000000 Penalty: 3630.634033
	Iteration 17Q: 3 clusters Score -9086374 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -9086475.000000 Penalty: 3630.634033
	Iteration 18Q: 3 clusters Score -9086475 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -9086569.000000 Penalty: 3630.634033
	Iteration 19Q: 3 clusters Score -9086569 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9086633.000000 Penalty: 3630.634033
	Iteration 20F: 3 clusters Score -9086633 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -9086675.000000 Penalty: 3630.634033
	Iteration 21Q: 3 clusters Score -9086675 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -9086732.000000 Penalty: 3630.634033
	Iteration 22Q: 3 clusters Score -9086732 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -9086812.000000 Penalty: 3630.634033
	Iteration 23Q: 3 clusters Score -9086812 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -9086863.000000 Penalty: 3630.634033
	Iteration 24Q: 3 clusters Score -9086863 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -9086929.000000 Penalty: 3630.634033
	Iteration 25Q: 3 clusters Score -9086929 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -9087019.000000 Penalty: 3630.634033
	Iteration 26Q: 3 clusters Score -9087019 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -9087066.000000 Penalty: 3630.634033
	Iteration 27Q: 3 clusters Score -9087066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -9087127.000000 Penalty: 3630.634033
	Iteration 28Q: 3 clusters Score -9087127 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -9087189.000000 Penalty: 3630.634033
	Iteration 29Q: 3 clusters Score -9087189 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -9087248.000000 Penalty: 3630.634033
	Iteration 30Q: 3 clusters Score -9087248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -9087289.000000 Penalty: 3630.634033
	Iteration 31Q: 3 clusters Score -9087289 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -9087342.000000 Penalty: 3630.634033
	Iteration 32Q: 3 clusters Score -9087342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -9087434.000000 Penalty: 3630.634033
	Iteration 33Q: 3 clusters Score -9087434 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -9087435.000000 Penalty: 3630.634033
	Iteration 34Q: 3 clusters Score -9087435 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -9087484.000000 Penalty: 3630.634033
	Iteration 35Q: 3 clusters Score -9087484 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -9087523.000000 Penalty: 3630.634033
	Iteration 36Q: 3 clusters Score -9087523 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -9087610.000000 Penalty: 3630.634033
	Iteration 37Q: 3 clusters Score -9087610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -9087636.000000 Penalty: 3630.634033
	Iteration 38Q: 3 clusters Score -9087636 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -9087719.000000 Penalty: 3630.634033
	Iteration 39Q: 3 clusters Score -9087719 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -9087752.000000 Penalty: 3630.634033
	Iteration 40F: 3 clusters Score -9087752 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -9087793.000000 Penalty: 3630.634033
	Iteration 41Q: 3 clusters Score -9087793 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -9087859.000000 Penalty: 3630.634033
	Iteration 42Q: 3 clusters Score -9087859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -9087921.000000 Penalty: 3630.634033
	Iteration 43Q: 3 clusters Score -9087921 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -9088004.000000 Penalty: 3630.634033
	Iteration 44Q: 3 clusters Score -9088004 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -9088047.000000 Penalty: 3630.634033
	Iteration 45Q: 3 clusters Score -9088047 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -9088070.000000 Penalty: 3630.634033
	Iteration 46Q: 3 clusters Score -9088070 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -9088085.000000 Penalty: 3630.634033
	Iteration 47Q: 3 clusters Score -9088085 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -9088152.000000 Penalty: 3630.634033
	Iteration 48Q: 3 clusters Score -9088152 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -9088179.000000 Penalty: 3630.634033
	Iteration 49Q: 3 clusters Score -9088179 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -9088201.000000 Penalty: 3630.634033
	Iteration 50Q: 3 clusters Score -9088201 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -9088228.000000 Penalty: 3630.634033
	Iteration 51Q: 3 clusters Score -9088228 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -9088268.000000 Penalty: 3630.634033
	Iteration 52Q: 3 clusters Score -9088268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -9088275.000000 Penalty: 3630.634033
	Iteration 53Q: 3 clusters Score -9088275 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9088297.000000 Penalty: 3630.634033
	Iteration 54Q: 3 clusters Score -9088297 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -9088331.000000 Penalty: 3630.634033
	Iteration 55Q: 3 clusters Score -9088331 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -9088383.000000 Penalty: 3630.634033
	Iteration 56Q: 3 clusters Score -9088383 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -9088408.000000 Penalty: 3630.634033
	Iteration 57Q: 3 clusters Score -9088408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -9088413.000000 Penalty: 3630.634033
	Iteration 58Q: 3 clusters Score -9088413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -9088428.000000 Penalty: 3630.634033
	Iteration 59Q: 3 clusters Score -9088428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -9088442.000000 Penalty: 3630.634033
	Iteration 60F: 3 clusters Score -9088442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -9088478.000000 Penalty: 3630.634033
	Iteration 61Q: 3 clusters Score -9088478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -9088491.000000 Penalty: 3630.634033
	Iteration 62Q: 3 clusters Score -9088491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 3630.634033
	Iteration 63Q: 3 clusters Score -9088509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 3630.634033
	Iteration 64Q: 3 clusters Score -9088509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -9088514.000000 Penalty: 3630.634033
	Iteration 65Q: 3 clusters Score -9088514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -9088503.000000 Penalty: 3630.634033
	Iteration 66Q: 3 clusters Score -9088503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9088499.000000 Penalty: 3630.634033
	Iteration 67Q: 3 clusters Score -9088499 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9088517.000000 Penalty: 3630.634033
	Iteration 68Q: 3 clusters Score -9088517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -9088500.000000 Penalty: 3630.634033
	Iteration 69Q: 3 clusters Score -9088500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -9088523.000000 Penalty: 3630.634033
	Iteration 70Q: 3 clusters Score -9088523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -9088522.000000 Penalty: 3630.634033
	Iteration 71Q: 3 clusters Score -9088522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -9088535.000000 Penalty: 3630.634033
	Iteration 72Q: 3 clusters Score -9088535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -9088542.000000 Penalty: 3630.634033
	Iteration 73Q: 3 clusters Score -9088542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -9088528.000000 Penalty: 3630.634033
	Iteration 74Q: 3 clusters Score -9088528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9088532.000000 Penalty: 3630.634033
	Iteration 75Q: 3 clusters Score -9088532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9088536.000000 Penalty: 3630.634033
	Iteration 76Q: 3 clusters Score -9088536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -9088547.000000 Penalty: 3630.634033
	Iteration 77Q: 3 clusters Score -9088547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -9088539.000000 Penalty: 3630.634033
	Iteration 78Q: 3 clusters Score -9088539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -9088549.000000 Penalty: 3630.634033
	Iteration 79Q: 3 clusters Score -9088549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -9088546.000000 Penalty: 3630.634033
	Iteration 80F: 3 clusters Score -9088546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -9088563.000000 Penalty: 3630.634033
	Iteration 81Q: 3 clusters Score -9088563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -9088568.000000 Penalty: 3630.634033
	Iteration 82Q: 3 clusters Score -9088568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -9088564.000000 Penalty: 3630.634033
	Iteration 83Q: 3 clusters Score -9088564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -9088571.000000 Penalty: 3630.634033
	Iteration 84Q: 3 clusters Score -9088571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9088568.000000 Penalty: 3630.634033
	Iteration 85Q: 3 clusters Score -9088568 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9088580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9088579.000000 Penalty: 3630.634033
	Iteration 87Q: 3 clusters Score -9088579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9088577.000000 Penalty: 3630.634033
	Iteration 88Q: 3 clusters Score -9088577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9088573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9088578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9088568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9088569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9088570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9088574.000000 Penalty: 3630.634033
	Iteration 94Q: 3 clusters Score -9088574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -9088574.000000 Penalty: 3630.634033
	Iteration 95Q: 3 clusters Score -9088574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9088573.000000 Penalty: 3630.634033
	Iteration 96Q: 3 clusters Score -9088573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9088575.000000 Penalty: 3630.634033
	Iteration 97Q: 3 clusters Score -9088575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -9088580.000000 Penalty: 3630.634033
	Iteration 98Q: 3 clusters Score -9088580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9088594.000000 Penalty: 3630.634033
	Iteration 99Q: 3 clusters Score -9088594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9088582.000000 Penalty: 3630.634033
	Iteration 100F: 3 clusters Score -9088582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9088574.000000 Penalty: 3630.634033
	Iteration 101Q: 3 clusters Score -9088574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -9088567.000000 Penalty: 3630.634033
	Iteration 102Q: 3 clusters Score -9088567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -9088559.000000 Penalty: 3630.634033
	Iteration 103Q: 3 clusters Score -9088559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9088560.000000 Penalty: 3630.634033
	Iteration 104Q: 3 clusters Score -9088560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9088556.000000 Penalty: 3630.634033
	Iteration 105Q: 3 clusters Score -9088556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -9088546.000000 Penalty: 3630.634033
	Iteration 106Q: 3 clusters Score -9088546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -9088562.000000 Penalty: 3630.634033
	Iteration 107Q: 3 clusters Score -9088562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9088558.000000 Penalty: 3630.634033
	Iteration 108Q: 3 clusters Score -9088558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -9088543.000000 Penalty: 3630.634033
	Iteration 109Q: 3 clusters Score -9088543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9088558.000000 Penalty: 3630.634033
	Iteration 110Q: 3 clusters Score -9088558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9088568.000000 Penalty: 3630.634033
	Iteration 111Q: 3 clusters Score -9088568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9088550.000000 Penalty: 3630.634033
	Iteration 112Q: 3 clusters Score -9088550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9088545.000000 Penalty: 3630.634033
	Iteration 113Q: 3 clusters Score -9088545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9088537.000000 Penalty: 3630.634033
	Iteration 114Q: 3 clusters Score -9088537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -9088531.000000 Penalty: 3630.634033
	Iteration 115Q: 3 clusters Score -9088531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9088540.000000 Penalty: 3630.634033
	Iteration 116Q: 3 clusters Score -9088540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9088529.000000 Penalty: 3630.634033
	Iteration 117Q: 3 clusters Score -9088529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9088532.000000 Penalty: 3630.634033
	Iteration 118Q: 3 clusters Score -9088532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -9088527.000000 Penalty: 3630.634033
	Iteration 119Q: 3 clusters Score -9088527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9088527.000000 Penalty: 3630.634033
	Iteration 120F: 3 clusters Score -9088527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9088516.000000 Penalty: 3630.634033
	Iteration 121Q: 3 clusters Score -9088516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9088520.000000 Penalty: 3630.634033
	Iteration 122Q: 3 clusters Score -9088520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9088526.000000 Penalty: 3630.634033
	Iteration 123Q: 3 clusters Score -9088526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9088524.000000 Penalty: 3630.634033
	Iteration 124Q: 3 clusters Score -9088524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9088536.000000 Penalty: 3630.634033
	Iteration 125Q: 3 clusters Score -9088536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9088524.000000 Penalty: 3630.634033
	Iteration 126Q: 3 clusters Score -9088524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9088524.000000 Penalty: 3630.634033
	Iteration 127Q: 3 clusters Score -9088524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9088528.000000 Penalty: 3630.634033
	Iteration 128Q: 3 clusters Score -9088528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9088517.000000 Penalty: 3630.634033
	Iteration 129Q: 3 clusters Score -9088517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -9088512.000000 Penalty: 3630.634033
	Iteration 130Q: 3 clusters Score -9088512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9088513.000000 Penalty: 3630.634033
	Iteration 131Q: 3 clusters Score -9088513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9088506.000000 Penalty: 3630.634033
	Iteration 132Q: 3 clusters Score -9088506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -9088510.000000 Penalty: 3630.634033
	Iteration 133Q: 3 clusters Score -9088510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -9088512.000000 Penalty: 3630.634033
	Iteration 134Q: 3 clusters Score -9088512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9088517.000000 Penalty: 3630.634033
	Iteration 135Q: 3 clusters Score -9088517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9088518.000000 Penalty: 3630.634033
	Iteration 136Q: 3 clusters Score -9088518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -9088519.000000 Penalty: 3630.634033
	Iteration 137Q: 3 clusters Score -9088519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9088526.000000 Penalty: 3630.634033
	Iteration 138Q: 3 clusters Score -9088526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -9088517.000000 Penalty: 3630.634033
	Iteration 139Q: 3 clusters Score -9088517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9088514.000000 Penalty: 3630.634033
	Iteration 140F: 3 clusters Score -9088514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -9088514.000000 Penalty: 3630.634033
	Iteration 141Q: 3 clusters Score -9088514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9088517.000000 Penalty: 3630.634033
	Iteration 142Q: 3 clusters Score -9088517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9088515.000000 Penalty: 3630.634033
	Iteration 143Q: 3 clusters Score -9088515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 3630.634033
	Iteration 144Q: 3 clusters Score -9088509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9088508.000000 Penalty: 3630.634033
	Iteration 145Q: 3 clusters Score -9088508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -9088511.000000 Penalty: 3630.634033
	Iteration 146Q: 3 clusters Score -9088511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 3630.634033
	Iteration 147Q: 3 clusters Score -9088509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9088504.000000 Penalty: 3630.634033
	Iteration 148Q: 3 clusters Score -9088504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -9088504.000000 Penalty: 3630.634033
	Iteration 149Q: 3 clusters Score -9088504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9088511.000000 Penalty: 3630.634033
	Iteration 150Q: 3 clusters Score -9088511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -9088506.000000 Penalty: 3630.634033
	Iteration 151Q: 3 clusters Score -9088506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9088516.000000 Penalty: 3630.634033
	Iteration 152Q: 3 clusters Score -9088516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -9088516.000000 Penalty: 3630.634033
	Iteration 153Q: 3 clusters Score -9088516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -9088510.000000 Penalty: 3630.634033
	Iteration 154Q: 3 clusters Score -9088510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9088500.000000 Penalty: 3630.634033
	Iteration 155Q: 3 clusters Score -9088500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -9088504.000000 Penalty: 3630.634033
	Iteration 156Q: 3 clusters Score -9088504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -9088503.000000 Penalty: 3630.634033
	Iteration 157Q: 3 clusters Score -9088503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9088506.000000 Penalty: 3630.634033
	Iteration 158Q: 3 clusters Score -9088506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -9088508.000000 Penalty: 3630.634033
	Iteration 159Q: 3 clusters Score -9088508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9088513.000000 Penalty: 3630.634033
	Iteration 160F: 3 clusters Score -9088513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9088513.000000 Penalty: 3630.634033
	Iteration 161Q: 3 clusters Score -9088513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9088516.000000 Penalty: 3630.634033
	Iteration 162Q: 3 clusters Score -9088516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -9088514.000000 Penalty: 3630.634033
	Iteration 163Q: 3 clusters Score -9088514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 3630.634033
	Iteration 164Q: 3 clusters Score -9088509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9088511.000000 Penalty: 3630.634033
	Iteration 165Q: 3 clusters Score -9088511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9088514.000000 Penalty: 3630.634033
	Iteration 166Q: 3 clusters Score -9088514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -9088513.000000 Penalty: 3630.634033
	Iteration 167Q: 3 clusters Score -9088513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9088511.000000 Penalty: 3630.634033
	Iteration 168Q: 3 clusters Score -9088511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9088519.000000 Penalty: 3630.634033
	Iteration 169Q: 3 clusters Score -9088519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -9088519.000000 Penalty: 3630.634033
	Iteration 170Q: 3 clusters Score -9088519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9088519 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -9088519.000000 Penalty: 3630.634033
	Iteration 172F: 3 clusters Score -9088519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62800 members 
Entering Unmasked Estep 
Score: -7998428.500000 Penalty: 1795.252930
	Iteration 0F: 2 clusters Score -7998428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -7956587.500000 Penalty: 3590.505859
	Iteration 0F: 3 clusters Score -7956588 nChanged 29735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7973605.500000 Penalty: 3590.505859
	Iteration 1F: 3 clusters Score -7973606 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7974053 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7974597.500000 Penalty: 3590.505859
	Iteration 3Q: 3 clusters Score -7974598 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -7975354.000000 Penalty: 3590.505859
	Iteration 4Q: 3 clusters Score -7975354 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -7976532.000000 Penalty: 3590.505859
	Iteration 5Q: 3 clusters Score -7976532 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7978618.000000 Penalty: 3590.505859
	Iteration 6F: 3 clusters Score -7978618 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -7982342.500000 Penalty: 3590.505859
	Iteration 7F: 3 clusters Score -7982342 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -7987748.000000 Penalty: 3590.505859
	Iteration 8F: 3 clusters Score -7987748 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7992622.500000 Penalty: 3590.505859
	Iteration 9F: 3 clusters Score -7992622 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7995336.500000 Penalty: 3590.505859
	Iteration 10Q: 3 clusters Score -7995336 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7996350.500000 Penalty: 3590.505859
	Iteration 11Q: 3 clusters Score -7996350 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7996619.000000 Penalty: 3590.505859
	Iteration 12Q: 3 clusters Score -7996619 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7996708.000000 Penalty: 3590.505859
	Iteration 13Q: 3 clusters Score -7996708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7996741.500000 Penalty: 3590.505859
	Iteration 14Q: 3 clusters Score -7996742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7996765.000000 Penalty: 3590.505859
	Iteration 15Q: 3 clusters Score -7996765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7996769.000000 Penalty: 3590.505859
	Iteration 16Q: 3 clusters Score -7996769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7996776.000000 Penalty: 3590.505859
	Iteration 17Q: 3 clusters Score -7996776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7996782.500000 Penalty: 3590.505859
	Iteration 18Q: 3 clusters Score -7996782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7996785.000000 Penalty: 3590.505859
	Iteration 19Q: 3 clusters Score -7996785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7996790.500000 Penalty: 3590.505859
	Iteration 20F: 3 clusters Score -7996790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -67755.500000 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -67755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66673.609375 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -66673.61 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66884.968750 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -66884.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66959.101562 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -66959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66991.601562 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -66991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67008.757812 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -67008.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67022.375000 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -67022.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67028.578125 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -67028.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67036.257812 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -67036.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67044.921875 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -67044.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67045.414062 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -67045.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67045.414062 Penalty: 2076.282471
	Iteration 10F: 3 clusters Score -67045.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27638.591797 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27638.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26910.689453 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26910.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27200.517578 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27200.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27324.003906 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -27438.582031 Penalty: 1833.619873
	Iteration 3F: 3 clusters Score -27438.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -27455.042969 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27455.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -27483.421875 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27483.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27487.289062 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27487.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27487.289062 Penalty: 1833.619873
	Iteration 7F: 3 clusters Score -27487.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17601.960938 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17601.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17690.505859 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17690.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17717.025391 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -17717.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17742.929688 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17742.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17744.310547 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17744.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17745.015625 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -17745.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17745.015625 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -17745.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -501597.531250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -501597.5 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 2100 members 
Entering Unmasked Estep 
Score: -498051.531250 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -498051.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -498991.031250 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -498991 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -499179.562500 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -499179.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -499302.500000 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -499302.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -499377.281250 Penalty: 2717.403320
	Iteration 4Q: 3 clusters Score -499377.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -499430.031250 Penalty: 2717.403320
	Iteration 5Q: 3 clusters Score -499430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -499478.968750 Penalty: 2717.403320
	Iteration 6Q: 3 clusters Score -499479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -499525.937500 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -499525.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -499568.656250 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -499568.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -499611.812500 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -499611.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -499655.093750 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -499655.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -499703.812500 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -499703.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -499764.687500 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -499764.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -499851.968750 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -499852 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -499942.687500 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -499942.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -500034.906250 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -500034.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -500117.687500 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -500117.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -500205.375000 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -500205.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -500282.343750 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -500282.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -500355.500000 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -500355.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -500410.187500 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -500410.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -500451.000000 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -500451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -500485.656250 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -500485.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -500513.250000 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -500513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -500532.156250 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -500532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -500542.906250 Penalty: 2717.403320
	Iteration 25Q: 3 clusters Score -500542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -500552.531250 Penalty: 2717.403320
	Iteration 26Q: 3 clusters Score -500552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -500556.781250 Penalty: 2717.403320
	Iteration 27Q: 3 clusters Score -500556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -500560.125000 Penalty: 2717.403320
	Iteration 28Q: 3 clusters Score -500560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -500562.937500 Penalty: 2717.403320
	Iteration 29Q: 3 clusters Score -500562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -500566.000000 Penalty: 2717.403320
	Iteration 30Q: 3 clusters Score -500566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -500568.187500 Penalty: 2717.403320
	Iteration 31Q: 3 clusters Score -500568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -500568.968750 Penalty: 2717.403320
	Iteration 32Q: 3 clusters Score -500569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -500570.031250 Penalty: 2717.403320
	Iteration 33Q: 3 clusters Score -500570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -500572.000000 Penalty: 2717.403320
	Iteration 34Q: 3 clusters Score -500572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -500572.875000 Penalty: 2717.403320
	Iteration 35Q: 3 clusters Score -500572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -500572.875000 Penalty: 2717.403320
	Iteration 36F: 3 clusters Score -500572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -124585.328125 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -124585.3 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 490 members 
Entering Unmasked Estep 
Score: -123131.703125 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -123131.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123398.312500 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -123398.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -123458.398438 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -123458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123484.367188 Penalty: 2242.082275
	Iteration 3Q: 3 clusters Score -123484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -123503.171875 Penalty: 2242.082275
	Iteration 4Q: 3 clusters Score -123503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123520.890625 Penalty: 2242.082275
	Iteration 5Q: 3 clusters Score -123520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123534.273438 Penalty: 2242.082275
	Iteration 6Q: 3 clusters Score -123534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -123542.398438 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -123542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123548.656250 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -123548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123550.125000 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -123550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123550.757812 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -123550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123550.757812 Penalty: 2242.082275
	Iteration 11F: 3 clusters Score -123550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Entering Unmasked Estep 
Score: -3714443.750000 Penalty: 1670.684570
	Iteration 0F: 2 clusters Score -3714444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3694876.500000 Penalty: 3341.369141
	Iteration 0F: 3 clusters Score -3694876 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3702080.250000 Penalty: 3341.369141
	Iteration 1F: 3 clusters Score -3702080 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3702371.500000 Penalty: 3341.369141
	Iteration 2Q: 3 clusters Score -3702372 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3702630.500000 Penalty: 3341.369141
	Iteration 3Q: 3 clusters Score -3702630 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3702870.750000 Penalty: 3341.369141
	Iteration 4Q: 3 clusters Score -3702871 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3703183.750000 Penalty: 3341.369141
	Iteration 5Q: 3 clusters Score -3703184 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3703568.000000 Penalty: 3341.369141
	Iteration 6Q: 3 clusters Score -3703568 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3704094.250000 Penalty: 3341.369141
	Iteration 7Q: 3 clusters Score -3704094 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3704730.500000 Penalty: 3341.369141
	Iteration 8Q: 3 clusters Score -3704730 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3705541.500000 Penalty: 3341.369141
	Iteration 9Q: 3 clusters Score -3705542 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3706556.250000 Penalty: 3341.369141
	Iteration 10F: 3 clusters Score -3706556 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3707586.500000 Penalty: 3341.369141
	Iteration 11F: 3 clusters Score -3707586 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3708521.750000 Penalty: 3341.369141
	Iteration 12F: 3 clusters Score -3708522 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3709199.750000 Penalty: 3341.369141
	Iteration 13Q: 3 clusters Score -3709200 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3709642.750000 Penalty: 3341.369141
	Iteration 14Q: 3 clusters Score -3709643 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3709866.750000 Penalty: 3341.369141
	Iteration 15Q: 3 clusters Score -3709867 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3710005.000000 Penalty: 3341.369141
	Iteration 16Q: 3 clusters Score -3710005 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3710103.000000 Penalty: 3341.369141
	Iteration 17Q: 3 clusters Score -3710103 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3710211.000000 Penalty: 3341.369141
	Iteration 18Q: 3 clusters Score -3710211 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3710292.000000 Penalty: 3341.369141
	Iteration 19Q: 3 clusters Score -3710292 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3710345.750000 Penalty: 3341.369141
	Iteration 20F: 3 clusters Score -3710346 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3710436.500000 Penalty: 3341.369141
	Iteration 21Q: 3 clusters Score -3710436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3710494.750000 Penalty: 3341.369141
	Iteration 22Q: 3 clusters Score -3710495 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3710573.250000 Penalty: 3341.369141
	Iteration 23Q: 3 clusters Score -3710573 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3710654.250000 Penalty: 3341.369141
	Iteration 24Q: 3 clusters Score -3710654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3710751.000000 Penalty: 3341.369141
	Iteration 25Q: 3 clusters Score -3710751 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3710848.000000 Penalty: 3341.369141
	Iteration 26Q: 3 clusters Score -3710848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3710943.750000 Penalty: 3341.369141
	Iteration 27Q: 3 clusters Score -3710944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3711010.500000 Penalty: 3341.369141
	Iteration 28Q: 3 clusters Score -3711010 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3711052.250000 Penalty: 3341.369141
	Iteration 29Q: 3 clusters Score -3711052 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3711105.750000 Penalty: 3341.369141
	Iteration 30Q: 3 clusters Score -3711106 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3711133.500000 Penalty: 3341.369141
	Iteration 31Q: 3 clusters Score -3711134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3711161.500000 Penalty: 3341.369141
	Iteration 32Q: 3 clusters Score -3711162 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3711190.250000 Penalty: 3341.369141
	Iteration 33Q: 3 clusters Score -3711190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3711210.250000 Penalty: 3341.369141
	Iteration 34Q: 3 clusters Score -3711210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3711235.250000 Penalty: 3341.369141
	Iteration 35Q: 3 clusters Score -3711235 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3711250.500000 Penalty: 3341.369141
	Iteration 36Q: 3 clusters Score -3711250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3711267.500000 Penalty: 3341.369141
	Iteration 37Q: 3 clusters Score -3711268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3711281.250000 Penalty: 3341.369141
	Iteration 38Q: 3 clusters Score -3711281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3711280.000000 Penalty: 3341.369141
	Iteration 39Q: 3 clusters Score -3711280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3711297.000000 Penalty: 3341.369141
	Iteration 40F: 3 clusters Score -3711297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3711313.750000 Penalty: 3341.369141
	Iteration 41Q: 3 clusters Score -3711314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3711330.000000 Penalty: 3341.369141
	Iteration 42Q: 3 clusters Score -3711330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3711345.250000 Penalty: 3341.369141
	Iteration 43Q: 3 clusters Score -3711345 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3711357.000000 Penalty: 3341.369141
	Iteration 44Q: 3 clusters Score -3711357 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3711369.000000 Penalty: 3341.369141
	Iteration 45Q: 3 clusters Score -3711369 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3711382.750000 Penalty: 3341.369141
	Iteration 46Q: 3 clusters Score -3711383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3711394.750000 Penalty: 3341.369141
	Iteration 47Q: 3 clusters Score -3711395 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3711404.750000 Penalty: 3341.369141
	Iteration 48Q: 3 clusters Score -3711405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3711418.500000 Penalty: 3341.369141
	Iteration 49Q: 3 clusters Score -3711418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3711436.500000 Penalty: 3341.369141
	Iteration 50Q: 3 clusters Score -3711436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3711454.250000 Penalty: 3341.369141
	Iteration 51Q: 3 clusters Score -3711454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3711479.500000 Penalty: 3341.369141
	Iteration 52Q: 3 clusters Score -3711480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3711485.750000 Penalty: 3341.369141
	Iteration 53Q: 3 clusters Score -3711486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3711495.750000 Penalty: 3341.369141
	Iteration 54Q: 3 clusters Score -3711496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3711516.750000 Penalty: 3341.369141
	Iteration 55Q: 3 clusters Score -3711517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3711537.500000 Penalty: 3341.369141
	Iteration 56Q: 3 clusters Score -3711538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3711543.250000 Penalty: 3341.369141
	Iteration 57Q: 3 clusters Score -3711543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3711561.500000 Penalty: 3341.369141
	Iteration 58Q: 3 clusters Score -3711562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3711576.250000 Penalty: 3341.369141
	Iteration 59Q: 3 clusters Score -3711576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3711573.250000 Penalty: 3341.369141
	Iteration 60F: 3 clusters Score -3711573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3711570.750000 Penalty: 3341.369141
	Iteration 61Q: 3 clusters Score -3711571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3711574.750000 Penalty: 3341.369141
	Iteration 62Q: 3 clusters Score -3711575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3711589.500000 Penalty: 3341.369141
	Iteration 63Q: 3 clusters Score -3711590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3711591.250000 Penalty: 3341.369141
	Iteration 64Q: 3 clusters Score -3711591 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3711598.500000 Penalty: 3341.369141
	Iteration 65Q: 3 clusters Score -3711598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3711606.000000 Penalty: 3341.369141
	Iteration 66Q: 3 clusters Score -3711606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3711620.750000 Penalty: 3341.369141
	Iteration 67Q: 3 clusters Score -3711621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3711622.250000 Penalty: 3341.369141
	Iteration 68Q: 3 clusters Score -3711622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3711627.750000 Penalty: 3341.369141
	Iteration 69Q: 3 clusters Score -3711628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3711639.750000 Penalty: 3341.369141
	Iteration 70Q: 3 clusters Score -3711640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3711647.250000 Penalty: 3341.369141
	Iteration 71Q: 3 clusters Score -3711647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3711649.000000 Penalty: 3341.369141
	Iteration 72Q: 3 clusters Score -3711649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3711649.000000 Penalty: 3341.369141
	Iteration 73Q: 3 clusters Score -3711649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3711655.750000 Penalty: 3341.369141
	Iteration 74Q: 3 clusters Score -3711656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3711666.500000 Penalty: 3341.369141
	Iteration 75Q: 3 clusters Score -3711666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3711681.250000 Penalty: 3341.369141
	Iteration 76Q: 3 clusters Score -3711681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3711694.500000 Penalty: 3341.369141
	Iteration 77Q: 3 clusters Score -3711694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3711698.500000 Penalty: 3341.369141
	Iteration 78Q: 3 clusters Score -3711698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3711714.750000 Penalty: 3341.369141
	Iteration 79Q: 3 clusters Score -3711715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3711731.000000 Penalty: 3341.369141
	Iteration 80F: 3 clusters Score -3711731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3711753.000000 Penalty: 3341.369141
	Iteration 81Q: 3 clusters Score -3711753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3711766.250000 Penalty: 3341.369141
	Iteration 82Q: 3 clusters Score -3711766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3711766.000000 Penalty: 3341.369141
	Iteration 83Q: 3 clusters Score -3711766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3711783.750000 Penalty: 3341.369141
	Iteration 84Q: 3 clusters Score -3711784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3711794.500000 Penalty: 3341.369141
	Iteration 85Q: 3 clusters Score -3711794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3711799.750000 Penalty: 3341.369141
	Iteration 86Q: 3 clusters Score -3711800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3711807.750000 Penalty: 3341.369141
	Iteration 87Q: 3 clusters Score -3711808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3711815.250000 Penalty: 3341.369141
	Iteration 88Q: 3 clusters Score -3711815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3711822.250000 Penalty: 3341.369141
	Iteration 89Q: 3 clusters Score -3711822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3711829.250000 Penalty: 3341.369141
	Iteration 90Q: 3 clusters Score -3711829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3711843.500000 Penalty: 3341.369141
	Iteration 91Q: 3 clusters Score -3711844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3711840.250000 Penalty: 3341.369141
	Iteration 92Q: 3 clusters Score -3711840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3711852.500000 Penalty: 3341.369141
	Iteration 93Q: 3 clusters Score -3711852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3711853.250000 Penalty: 3341.369141
	Iteration 94Q: 3 clusters Score -3711853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3711853.500000 Penalty: 3341.369141
	Iteration 95Q: 3 clusters Score -3711854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3711859.500000 Penalty: 3341.369141
	Iteration 96Q: 3 clusters Score -3711860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3711858.750000 Penalty: 3341.369141
	Iteration 97Q: 3 clusters Score -3711859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3711859.250000 Penalty: 3341.369141
	Iteration 98Q: 3 clusters Score -3711859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3711861.000000 Penalty: 3341.369141
	Iteration 99Q: 3 clusters Score -3711861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3711860.000000 Penalty: 3341.369141
	Iteration 100F: 3 clusters Score -3711860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3711878.500000 Penalty: 3341.369141
	Iteration 101Q: 3 clusters Score -3711878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3711882.500000 Penalty: 3341.369141
	Iteration 102Q: 3 clusters Score -3711882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3711893.500000 Penalty: 3341.369141
	Iteration 103Q: 3 clusters Score -3711894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3711892.750000 Penalty: 3341.369141
	Iteration 104Q: 3 clusters Score -3711893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3711894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3711898.250000 Penalty: 3341.369141
	Iteration 106Q: 3 clusters Score -3711898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3711898.500000 Penalty: 3341.369141
	Iteration 107Q: 3 clusters Score -3711898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3711913.000000 Penalty: 3341.369141
	Iteration 108Q: 3 clusters Score -3711913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3711924.500000 Penalty: 3341.369141
	Iteration 109Q: 3 clusters Score -3711924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3711921.000000 Penalty: 3341.369141
	Iteration 110Q: 3 clusters Score -3711921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3711929.500000 Penalty: 3341.369141
	Iteration 111Q: 3 clusters Score -3711930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3711923.500000 Penalty: 3341.369141
	Iteration 112Q: 3 clusters Score -3711924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3711924.250000 Penalty: 3341.369141
	Iteration 113Q: 3 clusters Score -3711924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3711933.750000 Penalty: 3341.369141
	Iteration 114Q: 3 clusters Score -3711934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3711938.500000 Penalty: 3341.369141
	Iteration 115Q: 3 clusters Score -3711938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3711941.250000 Penalty: 3341.369141
	Iteration 116Q: 3 clusters Score -3711941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3711948.250000 Penalty: 3341.369141
	Iteration 117Q: 3 clusters Score -3711948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3711955.250000 Penalty: 3341.369141
	Iteration 118Q: 3 clusters Score -3711955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3711949.500000 Penalty: 3341.369141
	Iteration 119Q: 3 clusters Score -3711950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3711955.000000 Penalty: 3341.369141
	Iteration 120F: 3 clusters Score -3711955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3711959.750000 Penalty: 3341.369141
	Iteration 121Q: 3 clusters Score -3711960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3711956.000000 Penalty: 3341.369141
	Iteration 122Q: 3 clusters Score -3711956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3711965.250000 Penalty: 3341.369141
	Iteration 123Q: 3 clusters Score -3711965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3711964.250000 Penalty: 3341.369141
	Iteration 124Q: 3 clusters Score -3711964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3711961.500000 Penalty: 3341.369141
	Iteration 125Q: 3 clusters Score -3711962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3711961.000000 Penalty: 3341.369141
	Iteration 126Q: 3 clusters Score -3711961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3711967.250000 Penalty: 3341.369141
	Iteration 127Q: 3 clusters Score -3711967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3711964.500000 Penalty: 3341.369141
	Iteration 128Q: 3 clusters Score -3711964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3711963.000000 Penalty: 3341.369141
	Iteration 129Q: 3 clusters Score -3711963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3711963.750000 Penalty: 3341.369141
	Iteration 130Q: 3 clusters Score -3711964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3711971.750000 Penalty: 3341.369141
	Iteration 131Q: 3 clusters Score -3711972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3711979.500000 Penalty: 3341.369141
	Iteration 132Q: 3 clusters Score -3711980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3711976.500000 Penalty: 3341.369141
	Iteration 133Q: 3 clusters Score -3711976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3711980.000000 Penalty: 3341.369141
	Iteration 134Q: 3 clusters Score -3711980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3711977.000000 Penalty: 3341.369141
	Iteration 135Q: 3 clusters Score -3711977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3711973.000000 Penalty: 3341.369141
	Iteration 136Q: 3 clusters Score -3711973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3711973.500000 Penalty: 3341.369141
	Iteration 137Q: 3 clusters Score -3711974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3711975.000000 Penalty: 3341.369141
	Iteration 138Q: 3 clusters Score -3711975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3711975.750000 Penalty: 3341.369141
	Iteration 139Q: 3 clusters Score -3711976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3711976.750000 Penalty: 3341.369141
	Iteration 140F: 3 clusters Score -3711977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3711978.500000 Penalty: 3341.369141
	Iteration 141Q: 3 clusters Score -3711978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3711977.750000 Penalty: 3341.369141
	Iteration 142Q: 3 clusters Score -3711978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3711980.000000 Penalty: 3341.369141
	Iteration 143Q: 3 clusters Score -3711980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3711982.000000 Penalty: 3341.369141
	Iteration 144Q: 3 clusters Score -3711982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3711984.000000 Penalty: 3341.369141
	Iteration 145Q: 3 clusters Score -3711984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3711977.250000 Penalty: 3341.369141
	Iteration 146Q: 3 clusters Score -3711977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3711978.000000 Penalty: 3341.369141
	Iteration 147Q: 3 clusters Score -3711978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3711979.500000 Penalty: 3341.369141
	Iteration 148Q: 3 clusters Score -3711980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3711981.250000 Penalty: 3341.369141
	Iteration 149Q: 3 clusters Score -3711981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3711980.000000 Penalty: 3341.369141
	Iteration 150Q: 3 clusters Score -3711980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3711971.000000 Penalty: 3341.369141
	Iteration 151Q: 3 clusters Score -3711971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3711976.750000 Penalty: 3341.369141
	Iteration 152Q: 3 clusters Score -3711977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3711978.500000 Penalty: 3341.369141
	Iteration 153Q: 3 clusters Score -3711978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3711982.750000 Penalty: 3341.369141
	Iteration 154Q: 3 clusters Score -3711983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3711979.500000 Penalty: 3341.369141
	Iteration 155Q: 3 clusters Score -3711980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3711983.000000 Penalty: 3341.369141
	Iteration 156Q: 3 clusters Score -3711983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3711979.250000 Penalty: 3341.369141
	Iteration 157Q: 3 clusters Score -3711979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3711975.000000 Penalty: 3341.369141
	Iteration 158Q: 3 clusters Score -3711975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3711981.250000 Penalty: 3341.369141
	Iteration 159Q: 3 clusters Score -3711981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3711989.250000 Penalty: 3341.369141
	Iteration 160F: 3 clusters Score -3711989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3711991.750000 Penalty: 3341.369141
	Iteration 161Q: 3 clusters Score -3711992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3711990.000000 Penalty: 3341.369141
	Iteration 162Q: 3 clusters Score -3711990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3711989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3711988.500000 Penalty: 3341.369141
	Iteration 164Q: 3 clusters Score -3711988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3711982.000000 Penalty: 3341.369141
	Iteration 165Q: 3 clusters Score -3711982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3711983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3711981 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3711979.000000 Penalty: 3341.369141
	Iteration 168Q: 3 clusters Score -3711979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3711977.250000 Penalty: 3341.369141
	Iteration 169Q: 3 clusters Score -3711977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3711977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3711977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3711976 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3711976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3711978.000000 Penalty: 3341.369141
	Iteration 174Q: 3 clusters Score -3711978 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7070 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3711981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3711982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3711982 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3711982 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3711988.000000 Penalty: 3341.369141
	Iteration 179Q: 3 clusters Score -3711988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3711986.000000 Penalty: 3341.369141
	Iteration 180F: 3 clusters Score -3711986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -3711985.750000 Penalty: 3341.369141
	Iteration 181Q: 3 clusters Score -3711986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3711986.500000 Penalty: 3341.369141
	Iteration 182Q: 3 clusters Score -3711986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3711983.000000 Penalty: 3341.369141
	Iteration 183Q: 3 clusters Score -3711983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3711985.750000 Penalty: 3341.369141
	Iteration 184Q: 3 clusters Score -3711986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3711984.500000 Penalty: 3341.369141
	Iteration 185Q: 3 clusters Score -3711984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3711987.250000 Penalty: 3341.369141
	Iteration 186Q: 3 clusters Score -3711987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3711986.750000 Penalty: 3341.369141
	Iteration 187Q: 3 clusters Score -3711987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3711988.000000 Penalty: 3341.369141
	Iteration 188Q: 3 clusters Score -3711988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3711989.000000 Penalty: 3341.369141
	Iteration 189Q: 3 clusters Score -3711989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3711990.000000 Penalty: 3341.369141
	Iteration 190Q: 3 clusters Score -3711990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3711987.500000 Penalty: 3341.369141
	Iteration 191Q: 3 clusters Score -3711988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3711987.000000 Penalty: 3341.369141
	Iteration 192Q: 3 clusters Score -3711987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3711987.250000 Penalty: 3341.369141
	Iteration 193Q: 3 clusters Score -3711987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3711986.000000 Penalty: 3341.369141
	Iteration 194Q: 3 clusters Score -3711986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3711988.000000 Penalty: 3341.369141
	Iteration 195Q: 3 clusters Score -3711988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3711989.750000 Penalty: 3341.369141
	Iteration 196Q: 3 clusters Score -3711990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3711989.250000 Penalty: 3341.369141
	Iteration 197Q: 3 clusters Score -3711989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3711989.000000 Penalty: 3341.369141
	Iteration 198Q: 3 clusters Score -3711989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3711994.250000 Penalty: 3341.369141
	Iteration 199Q: 3 clusters Score -3711994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3711991.750000 Penalty: 3341.369141
	Iteration 200F: 3 clusters Score -3711992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3711994.250000 Penalty: 3341.369141
	Iteration 201Q: 3 clusters Score -3711994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3711992.250000 Penalty: 3341.369141
	Iteration 202Q: 3 clusters Score -3711992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3711992.250000 Penalty: 3341.369141
	Iteration 203F: 3 clusters Score -3711992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 94146 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35600 members 
Mstep: Class 12 contains 71053 members 
Mstep: Class 13 contains 62800 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625216.000000 Penalty: 40476.707031
Iteration 399Q: 20 clusters Score -6.162522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50731 members 
Mstep: Class 4 contains 94153 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27801 members 
Mstep: Class 8 contains 79355 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35601 members 
Mstep: Class 12 contains 71053 members 
Mstep: Class 13 contains 62799 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 29176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625204.000000 Penalty: 40476.707031
Iteration 400F: 20 clusters Score -6.16252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50731 members 
Mstep: Class 4 contains 94154 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27801 members 
Mstep: Class 8 contains 79358 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35599 members 
Mstep: Class 12 contains 71051 members 
Mstep: Class 13 contains 62800 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625160.000000 Penalty: 40476.707031
Iteration 401Q: 20 clusters Score -6.162516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94154 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27800 members 
Mstep: Class 8 contains 79360 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71053 members 
Mstep: Class 13 contains 62800 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625152.000000 Penalty: 40476.707031
Iteration 402Q: 20 clusters Score -6.162515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50724 members 
Mstep: Class 4 contains 94156 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27801 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62799 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625152.000000 Penalty: 40476.707031
Iteration 403Q: 20 clusters Score -6.162515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50725 members 
Mstep: Class 4 contains 94155 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27802 members 
Mstep: Class 8 contains 79361 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62799 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625164.000000 Penalty: 40476.707031
Iteration 404Q: 20 clusters Score -6.162516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 94153 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79362 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71056 members 
Mstep: Class 13 contains 62799 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625180.000000 Penalty: 40476.707031
Iteration 405Q: 20 clusters Score -6.162518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 94153 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79363 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71057 members 
Mstep: Class 13 contains 62797 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625192.000000 Penalty: 40476.707031
Iteration 406Q: 20 clusters Score -6.162519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50726 members 
Mstep: Class 4 contains 94154 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 79363 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71057 members 
Mstep: Class 13 contains 62796 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625188.000000 Penalty: 40476.707031
Iteration 407Q: 20 clusters Score -6.162519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50727 members 
Mstep: Class 4 contains 94154 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 79364 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71055 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625184.000000 Penalty: 40476.707031
Iteration 408Q: 20 clusters Score -6.162518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94154 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79366 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71052 members 
Mstep: Class 13 contains 62794 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625188.000000 Penalty: 40476.707031
Iteration 409Q: 20 clusters Score -6.162519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94156 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79365 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71051 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625208.000000 Penalty: 40476.707031
Iteration 410Q: 20 clusters Score -6.162521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94157 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79367 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35598 members 
Mstep: Class 12 contains 71049 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625232.000000 Penalty: 40476.707031
Iteration 411Q: 20 clusters Score -6.162523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94159 members 
Mstep: Class 5 contains 21139 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 79368 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71047 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 412Q: 20 clusters Score -6.162523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94163 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71042 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625264.000000 Penalty: 40476.707031
Iteration 413Q: 20 clusters Score -6.162526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50727 members 
Mstep: Class 4 contains 94165 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79374 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71038 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625228.000000 Penalty: 40476.707031
Iteration 414Q: 20 clusters Score -6.162523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94168 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79373 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 71034 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625240.000000 Penalty: 40476.707031
Iteration 415Q: 20 clusters Score -6.162524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94167 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79376 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71034 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625248.000000 Penalty: 40476.707031
Iteration 416Q: 20 clusters Score -6.162525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94167 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79377 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35595 members 
Mstep: Class 12 contains 71036 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625264.000000 Penalty: 40476.707031
Iteration 417Q: 20 clusters Score -6.162526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94168 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79374 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71038 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625272.000000 Penalty: 40476.707031
Iteration 418Q: 20 clusters Score -6.162527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94168 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79373 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71040 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625284.000000 Penalty: 40476.707031
Iteration 419Q: 20 clusters Score -6.162528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94168 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79375 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71040 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625268.000000 Penalty: 40476.707031
Iteration 420F: 20 clusters Score -6.162527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94169 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79373 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71041 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625260.000000 Penalty: 40476.707031
Iteration 421Q: 20 clusters Score -6.162526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 94170 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79373 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71043 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625248.000000 Penalty: 40476.707031
Iteration 422Q: 20 clusters Score -6.162525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94171 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79373 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71045 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625264.000000 Penalty: 40476.707031
Iteration 423Q: 20 clusters Score -6.162526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94172 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71046 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625268.000000 Penalty: 40476.707031
Iteration 424Q: 20 clusters Score -6.162527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94172 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71046 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61625268.000000 Penalty: 40476.707031
Iteration 425F: 20 clusters Score -6.162527e+07 nChanged 0
Entering ConstructFrom: 
Score: -61625268.000000 Penalty: 40476.707031
Entering ConstructFrom: 
Trying to split cluster 1 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -162805.078125 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -162805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161090.671875 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -161090.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161428.328125 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -161428.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161523.062500 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -161523.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161586.421875 Penalty: 2346.383789
	Iteration 3Q: 3 clusters Score -161586.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161634.531250 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -161634.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161663.375000 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -161663.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161685.968750 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -161686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161699.078125 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -161699.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161710.328125 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -161710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161718.984375 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -161719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -161725.406250 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -161725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161732.093750 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -161732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161737.484375 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -161737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161741.000000 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -161741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161741.234375 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -161741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161741.234375 Penalty: 2346.383789
	Iteration 15F: 3 clusters Score -161741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -629305.000000 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -629305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -625300.562500 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -625300.6 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -626440.062500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -626440.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -626618.500000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -626618.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -626733.187500 Penalty: 2767.502197
	Iteration 3Q: 3 clusters Score -626733.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -626840.937500 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -626840.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -626928.812500 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -626928.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -626992.812500 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -626992.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -627054.687500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -627054.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -627104.312500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -627104.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -627150.625000 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -627150.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -627211.125000 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -627211.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -627272.250000 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -627272.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -627364.937500 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -627364.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -627459.562500 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -627459.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -627554.187500 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -627554.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -627652.125000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -627652.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -627744.625000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -627744.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -627832.625000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -627832.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -627905.062500 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -627905.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -627959.625000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -627959.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -627999.000000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -627999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -628033.125000 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -628033.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -628067.562500 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -628067.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -628104.687500 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -628104.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -628129.750000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -628129.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -628148.750000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -628148.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -628169.812500 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -628169.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -628189.750000 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -628189.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -628206.687500 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -628206.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -628219.375000 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -628219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -628229.875000 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -628229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -628236.187500 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -628236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -628242.500000 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -628242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -628247.687500 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -628247.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -628252.375000 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -628252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -628257.750000 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -628257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -628260.812500 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -628260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -628261.562500 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -628261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -628262.500000 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -628262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -628263.062500 Penalty: 2767.502197
	Iteration 39Q: 3 clusters Score -628263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -628264.062500 Penalty: 2767.502197
	Iteration 40F: 3 clusters Score -628264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Entering Unmasked Estep 
Score: -6464645.500000 Penalty: 1760.562866
	Iteration 0F: 2 clusters Score -6464646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -6430583.500000 Penalty: 3521.125732
	Iteration 0F: 3 clusters Score -6430584 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6443966.500000 Penalty: 3521.125732
	Iteration 1F: 3 clusters Score -6443966 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6444502.500000 Penalty: 3521.125732
	Iteration 2Q: 3 clusters Score -6444502 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -6444913.000000 Penalty: 3521.125732
	Iteration 3Q: 3 clusters Score -6444913 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6445384.000000 Penalty: 3521.125732
	Iteration 4Q: 3 clusters Score -6445384 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6445897.500000 Penalty: 3521.125732
	Iteration 5Q: 3 clusters Score -6445898 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -6446450.000000 Penalty: 3521.125732
	Iteration 6Q: 3 clusters Score -6446450 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -6446984.500000 Penalty: 3521.125732
	Iteration 7Q: 3 clusters Score -6446984 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -6447542.500000 Penalty: 3521.125732
	Iteration 8Q: 3 clusters Score -6447542 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -6448092.000000 Penalty: 3521.125732
	Iteration 9Q: 3 clusters Score -6448092 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -6448826.500000 Penalty: 3521.125732
	Iteration 10Q: 3 clusters Score -6448826 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -6449731.500000 Penalty: 3521.125732
	Iteration 11Q: 3 clusters Score -6449732 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6450853.500000 Penalty: 3521.125732
	Iteration 12Q: 3 clusters Score -6450854 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6452059.000000 Penalty: 3521.125732
	Iteration 13Q: 3 clusters Score -6452059 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -6453307.000000 Penalty: 3521.125732
	Iteration 14Q: 3 clusters Score -6453307 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6454279.000000 Penalty: 3521.125732
	Iteration 15Q: 3 clusters Score -6454279 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6454890 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6455203 nChanged 942
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6455530 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6455747 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6455954 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6456112 nChanged 786
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6456352 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6456626 nChanged 880
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Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6456908 nChanged 936
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6457266 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6457692 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6458184 nChanged 1035
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6458692 nChanged 1001
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Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6459188 nChanged 889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6459486 nChanged 799
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Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6459870 nChanged 736
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Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6460172 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6460409 nChanged 540
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Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6460589 nChanged 490
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Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6460730 nChanged 506
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Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6460878 nChanged 454
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6460956 nChanged 407
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Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6461081 nChanged 382
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Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6461166 nChanged 329
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Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6461265 nChanged 341
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Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 9619 members 
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Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6461414 nChanged 318
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Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6461502 nChanged 310
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Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 7590 members 
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Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 7331 members 
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Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 7076 members 
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	Iteration 50Q: 3 clusters Score -6461864 nChanged 262
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Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 6814 members 
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Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 6574 members 
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Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 6334 members 
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	Iteration 53Q: 3 clusters Score -6462020 nChanged 245
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Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 6089 members 
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Mstep: Class 1 contains 44866 members 
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Mstep: Class 1 contains 45063 members 
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Mstep: Class 1 contains 45281 members 
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Mstep: Class 1 contains 45468 members 
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Mstep: Class 1 contains 45633 members 
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Mstep: Class 1 contains 45800 members 
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	Iteration 60F: 3 clusters Score -6462304 nChanged 163
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Mstep: Class 1 contains 45961 members 
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	Iteration 61Q: 3 clusters Score -6462336 nChanged 157
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Mstep: Class 1 contains 46118 members 
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Mstep: Class 1 contains 46260 members 
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Mstep: Class 1 contains 46412 members 
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	Iteration 64Q: 3 clusters Score -6462440 nChanged 160
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Mstep: Class 1 contains 46572 members 
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	Iteration 65Q: 3 clusters Score -6462498 nChanged 157
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Mstep: Class 1 contains 46727 members 
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	Iteration 66Q: 3 clusters Score -6462516 nChanged 143
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Mstep: Class 1 contains 46868 members 
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	Iteration 67Q: 3 clusters Score -6462552 nChanged 125
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Mstep: Class 1 contains 46993 members 
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	Iteration 68Q: 3 clusters Score -6462558 nChanged 122
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	Iteration 69Q: 3 clusters Score -6462595 nChanged 133
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Mstep: Class 1 contains 47376 members 
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Mstep: Class 1 contains 47494 members 
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	Iteration 72Q: 3 clusters Score -6462684 nChanged 116
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Mstep: Class 1 contains 47610 members 
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	Iteration 73Q: 3 clusters Score -6462718 nChanged 106
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	Iteration 74Q: 3 clusters Score -6462731 nChanged 93
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Mstep: Class 1 contains 47809 members 
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	Iteration 75Q: 3 clusters Score -6462763 nChanged 87
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Mstep: Class 1 contains 47894 members 
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	Iteration 76Q: 3 clusters Score -6462775 nChanged 85
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	Iteration 77Q: 3 clusters Score -6462807 nChanged 77
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Mstep: Class 1 contains 48054 members 
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	Iteration 78Q: 3 clusters Score -6462852 nChanged 78
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Mstep: Class 1 contains 48132 members 
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	Iteration 79Q: 3 clusters Score -6462854 nChanged 81
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Mstep: Class 1 contains 48213 members 
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	Iteration 80F: 3 clusters Score -6462874 nChanged 90
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	Iteration 81Q: 3 clusters Score -6462890 nChanged 85
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Mstep: Class 1 contains 48388 members 
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	Iteration 82Q: 3 clusters Score -6462908 nChanged 70
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	Iteration 83Q: 3 clusters Score -6462936 nChanged 51
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Mstep: Class 1 contains 48509 members 
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	Iteration 84Q: 3 clusters Score -6462931 nChanged 44
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	Iteration 85Q: 3 clusters Score -6462920 nChanged 37
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Mstep: Class 1 contains 48588 members 
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	Iteration 86Q: 3 clusters Score -6462942 nChanged 42
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Mstep: Class 1 contains 48626 members 
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	Iteration 87Q: 3 clusters Score -6462962 nChanged 40
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	Iteration 88Q: 3 clusters Score -6462974 nChanged 50
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Mstep: Class 1 contains 48712 members 
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	Iteration 89Q: 3 clusters Score -6462988 nChanged 50
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Mstep: Class 1 contains 48762 members 
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Mstep: Class 1 contains 48805 members 
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	Iteration 92Q: 3 clusters Score -6463003 nChanged 34
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	Iteration 93Q: 3 clusters Score -6463014 nChanged 35
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	Iteration 94Q: 3 clusters Score -6463008 nChanged 22
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	Iteration 97Q: 3 clusters Score -6463014 nChanged 30
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	Iteration 99Q: 3 clusters Score -6463040 nChanged 39
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	Iteration 100F: 3 clusters Score -6463052 nChanged 25
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	Iteration 101Q: 3 clusters Score -6463048 nChanged 17
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	Iteration 102Q: 3 clusters Score -6463059 nChanged 17
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	Iteration 103Q: 3 clusters Score -6463066 nChanged 20
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	Iteration 105Q: 3 clusters Score -6463069 nChanged 24
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Entering Unmasked Estep 
Score: -6463090.500000 Penalty: 3521.125732
	Iteration 109Q: 3 clusters Score -6463090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6463092.500000 Penalty: 3521.125732
	Iteration 110Q: 3 clusters Score -6463092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6463092.000000 Penalty: 3521.125732
	Iteration 111Q: 3 clusters Score -6463092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6463101.500000 Penalty: 3521.125732
	Iteration 112Q: 3 clusters Score -6463102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6463100.000000 Penalty: 3521.125732
	Iteration 113Q: 3 clusters Score -6463100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6463093.000000 Penalty: 3521.125732
	Iteration 114Q: 3 clusters Score -6463093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6463100.000000 Penalty: 3521.125732
	Iteration 115Q: 3 clusters Score -6463100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6463094.500000 Penalty: 3521.125732
	Iteration 116Q: 3 clusters Score -6463094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6463092.000000 Penalty: 3521.125732
	Iteration 117Q: 3 clusters Score -6463092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6463098.000000 Penalty: 3521.125732
	Iteration 118Q: 3 clusters Score -6463098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6463101.000000 Penalty: 3521.125732
	Iteration 119Q: 3 clusters Score -6463101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6463110.000000 Penalty: 3521.125732
	Iteration 120F: 3 clusters Score -6463110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6463116.000000 Penalty: 3521.125732
	Iteration 121Q: 3 clusters Score -6463116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6463117.000000 Penalty: 3521.125732
	Iteration 122Q: 3 clusters Score -6463117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6463123.000000 Penalty: 3521.125732
	Iteration 123Q: 3 clusters Score -6463123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6463118.000000 Penalty: 3521.125732
	Iteration 124Q: 3 clusters Score -6463118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6463118.500000 Penalty: 3521.125732
	Iteration 125Q: 3 clusters Score -6463118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6463113.000000 Penalty: 3521.125732
	Iteration 126Q: 3 clusters Score -6463113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6463112.500000 Penalty: 3521.125732
	Iteration 127Q: 3 clusters Score -6463112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6463108.500000 Penalty: 3521.125732
	Iteration 128Q: 3 clusters Score -6463108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6463109.000000 Penalty: 3521.125732
	Iteration 129Q: 3 clusters Score -6463109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6463107.500000 Penalty: 3521.125732
	Iteration 130Q: 3 clusters Score -6463108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6463109.500000 Penalty: 3521.125732
	Iteration 131Q: 3 clusters Score -6463110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6463103.500000 Penalty: 3521.125732
	Iteration 132Q: 3 clusters Score -6463104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6463111.000000 Penalty: 3521.125732
	Iteration 133Q: 3 clusters Score -6463111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6463111.500000 Penalty: 3521.125732
	Iteration 134Q: 3 clusters Score -6463112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6463114.500000 Penalty: 3521.125732
	Iteration 135Q: 3 clusters Score -6463114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6463121.500000 Penalty: 3521.125732
	Iteration 136Q: 3 clusters Score -6463122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6463123.000000 Penalty: 3521.125732
	Iteration 137Q: 3 clusters Score -6463123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6463136.000000 Penalty: 3521.125732
	Iteration 138Q: 3 clusters Score -6463136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6463136.500000 Penalty: 3521.125732
	Iteration 139Q: 3 clusters Score -6463136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6463139.000000 Penalty: 3521.125732
	Iteration 140F: 3 clusters Score -6463139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6463132.000000 Penalty: 3521.125732
	Iteration 141Q: 3 clusters Score -6463132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6463137.500000 Penalty: 3521.125732
	Iteration 142Q: 3 clusters Score -6463138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6463137.000000 Penalty: 3521.125732
	Iteration 143Q: 3 clusters Score -6463137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6463137.000000 Penalty: 3521.125732
	Iteration 144F: 3 clusters Score -6463137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (94172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Entering Unmasked Estep 
Score: -12029519.000000 Penalty: 1861.092651
	Iteration 0F: 2 clusters Score -1.202952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -11970968.000000 Penalty: 3722.185303
	Iteration 0F: 3 clusters Score -1.197097e+07 nChanged 45084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -11997185.000000 Penalty: 3722.185303
	Iteration 1F: 3 clusters Score -1.199718e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -11998391.000000 Penalty: 3722.185303
	Iteration 2Q: 3 clusters Score -1.199839e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -12000297.000000 Penalty: 3722.185303
	Iteration 3Q: 3 clusters Score -1.20003e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -12003571.000000 Penalty: 3722.185303
	Iteration 4F: 3 clusters Score -1.200357e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -12008657.000000 Penalty: 3722.185303
	Iteration 5F: 3 clusters Score -1.200866e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -12014699.000000 Penalty: 3722.185303
	Iteration 6F: 3 clusters Score -1.20147e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -12020486.000000 Penalty: 3722.185303
	Iteration 7F: 3 clusters Score -1.202049e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12024537.000000 Penalty: 3722.185303
	Iteration 8Q: 3 clusters Score -1.202454e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -12026425.000000 Penalty: 3722.185303
	Iteration 9Q: 3 clusters Score -1.202642e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -12027273.000000 Penalty: 3722.185303
	Iteration 10Q: 3 clusters Score -1.202727e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -12027589.000000 Penalty: 3722.185303
	Iteration 11Q: 3 clusters Score -1.202759e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -12027705.000000 Penalty: 3722.185303
	Iteration 12Q: 3 clusters Score -1.20277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -12027778.000000 Penalty: 3722.185303
	Iteration 13Q: 3 clusters Score -1.202778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -12027788.000000 Penalty: 3722.185303
	Iteration 14Q: 3 clusters Score -1.202779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -12027807.000000 Penalty: 3722.185303
	Iteration 15Q: 3 clusters Score -1.202781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -12027825.000000 Penalty: 3722.185303
	Iteration 16Q: 3 clusters Score -1.202782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -12027832.000000 Penalty: 3722.185303
	Iteration 17Q: 3 clusters Score -1.202783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -12027829.000000 Penalty: 3722.185303
	Iteration 18Q: 3 clusters Score -1.202783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -12027837.000000 Penalty: 3722.185303
	Iteration 19Q: 3 clusters Score -1.202784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -12027849.000000 Penalty: 3722.185303
	Iteration 20F: 3 clusters Score -1.202785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -12027867.000000 Penalty: 3722.185303
	Iteration 21Q: 3 clusters Score -1.202787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -12027877.000000 Penalty: 3722.185303
	Iteration 22Q: 3 clusters Score -1.202788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -12027877.000000 Penalty: 3722.185303
	Iteration 23F: 3 clusters Score -1.202788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Entering Unmasked Estep 
Score: -2682743.500000 Penalty: 1618.324829
	Iteration 0F: 2 clusters Score -2682744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2668281.250000 Penalty: 3236.649658
	Iteration 0F: 3 clusters Score -2668281 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2673510.500000 Penalty: 3236.649658
	Iteration 1F: 3 clusters Score -2673510 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2673800.250000 Penalty: 3236.649658
	Iteration 2Q: 3 clusters Score -2673800 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2674045.500000 Penalty: 3236.649658
	Iteration 3Q: 3 clusters Score -2674046 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2674268.500000 Penalty: 3236.649658
	Iteration 4Q: 3 clusters Score -2674268 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2674476.750000 Penalty: 3236.649658
	Iteration 5Q: 3 clusters Score -2674477 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2674703.250000 Penalty: 3236.649658
	Iteration 6Q: 3 clusters Score -2674703 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2674954.500000 Penalty: 3236.649658
	Iteration 7Q: 3 clusters Score -2674954 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2675223.750000 Penalty: 3236.649658
	Iteration 8Q: 3 clusters Score -2675224 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2675499.750000 Penalty: 3236.649658
	Iteration 9Q: 3 clusters Score -2675500 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2675755.500000 Penalty: 3236.649658
	Iteration 10Q: 3 clusters Score -2675756 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2676021.000000 Penalty: 3236.649658
	Iteration 11Q: 3 clusters Score -2676021 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2676268.000000 Penalty: 3236.649658
	Iteration 12Q: 3 clusters Score -2676268 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2676485.000000 Penalty: 3236.649658
	Iteration 13Q: 3 clusters Score -2676485 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2676728.250000 Penalty: 3236.649658
	Iteration 14Q: 3 clusters Score -2676728 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2676995.750000 Penalty: 3236.649658
	Iteration 15Q: 3 clusters Score -2676996 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2677264.000000 Penalty: 3236.649658
	Iteration 16Q: 3 clusters Score -2677264 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2677518.000000 Penalty: 3236.649658
	Iteration 17Q: 3 clusters Score -2677518 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2677838.000000 Penalty: 3236.649658
	Iteration 18Q: 3 clusters Score -2677838 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2678137.250000 Penalty: 3236.649658
	Iteration 19Q: 3 clusters Score -2678137 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2678503.500000 Penalty: 3236.649658
	Iteration 20F: 3 clusters Score -2678504 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2678944.500000 Penalty: 3236.649658
	Iteration 21Q: 3 clusters Score -2678944 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2679458.250000 Penalty: 3236.649658
	Iteration 22Q: 3 clusters Score -2679458 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2679961.250000 Penalty: 3236.649658
	Iteration 23Q: 3 clusters Score -2679961 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2680388.000000 Penalty: 3236.649658
	Iteration 24Q: 3 clusters Score -2680388 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2680716.000000 Penalty: 3236.649658
	Iteration 25Q: 3 clusters Score -2680716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2680913.000000 Penalty: 3236.649658
	Iteration 26Q: 3 clusters Score -2680913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2681047.250000 Penalty: 3236.649658
	Iteration 27Q: 3 clusters Score -2681047 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2681144.250000 Penalty: 3236.649658
	Iteration 28Q: 3 clusters Score -2681144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2681195.750000 Penalty: 3236.649658
	Iteration 29Q: 3 clusters Score -2681196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2681232.000000 Penalty: 3236.649658
	Iteration 30Q: 3 clusters Score -2681232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2681254.000000 Penalty: 3236.649658
	Iteration 31Q: 3 clusters Score -2681254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2681272.250000 Penalty: 3236.649658
	Iteration 32Q: 3 clusters Score -2681272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2681283.000000 Penalty: 3236.649658
	Iteration 33Q: 3 clusters Score -2681283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2681296.250000 Penalty: 3236.649658
	Iteration 34Q: 3 clusters Score -2681296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2681300.500000 Penalty: 3236.649658
	Iteration 35Q: 3 clusters Score -2681300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2681300.250000 Penalty: 3236.649658
	Iteration 36Q: 3 clusters Score -2681300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2681302.500000 Penalty: 3236.649658
	Iteration 37Q: 3 clusters Score -2681302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2681306.000000 Penalty: 3236.649658
	Iteration 38Q: 3 clusters Score -2681306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2681311.250000 Penalty: 3236.649658
	Iteration 39Q: 3 clusters Score -2681311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2681311.250000 Penalty: 3236.649658
	Iteration 40F: 3 clusters Score -2681311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -1078807.500000 Penalty: 1469.216064
	Iteration 0F: 2 clusters Score -1078808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1072637.375000 Penalty: 2938.432129
	Iteration 0F: 3 clusters Score -1072637 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1074531.000000 Penalty: 2938.432129
	Iteration 1F: 3 clusters Score -1074531 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1074809.375000 Penalty: 2938.432129
	Iteration 2F: 3 clusters Score -1074809 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1075088.750000 Penalty: 2938.432129
	Iteration 3F: 3 clusters Score -1075089 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1075363.125000 Penalty: 2938.432129
	Iteration 4F: 3 clusters Score -1075363 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1075698.750000 Penalty: 2938.432129
	Iteration 5F: 3 clusters Score -1075699 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1076052.250000 Penalty: 2938.432129
	Iteration 6F: 3 clusters Score -1076052 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1076475.375000 Penalty: 2938.432129
	Iteration 7F: 3 clusters Score -1076475 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1076929.000000 Penalty: 2938.432129
	Iteration 8F: 3 clusters Score -1076929 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1077357.500000 Penalty: 2938.432129
	Iteration 9F: 3 clusters Score -1077358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1077622.125000 Penalty: 2938.432129
	Iteration 10Q: 3 clusters Score -1077622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1077769.500000 Penalty: 2938.432129
	Iteration 11Q: 3 clusters Score -1077770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1077845.250000 Penalty: 2938.432129
	Iteration 12Q: 3 clusters Score -1077845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1077882.500000 Penalty: 2938.432129
	Iteration 13Q: 3 clusters Score -1077882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1077910.000000 Penalty: 2938.432129
	Iteration 14Q: 3 clusters Score -1077910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1077921.375000 Penalty: 2938.432129
	Iteration 15Q: 3 clusters Score -1077921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1077933.375000 Penalty: 2938.432129
	Iteration 16Q: 3 clusters Score -1077933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1077937.000000 Penalty: 2938.432129
	Iteration 17Q: 3 clusters Score -1077937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1077938.625000 Penalty: 2938.432129
	Iteration 18Q: 3 clusters Score -1077939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1077944.375000 Penalty: 2938.432129
	Iteration 19Q: 3 clusters Score -1077944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1077943.625000 Penalty: 2938.432129
	Iteration 20F: 3 clusters Score -1077944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1077946.875000 Penalty: 2938.432129
	Iteration 21Q: 3 clusters Score -1077947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1077949.500000 Penalty: 2938.432129
	Iteration 22Q: 3 clusters Score -1077950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1077950.875000 Penalty: 2938.432129
	Iteration 23Q: 3 clusters Score -1077951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1077952.250000 Penalty: 2938.432129
	Iteration 24Q: 3 clusters Score -1077952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1077953.500000 Penalty: 2938.432129
	Iteration 25Q: 3 clusters Score -1077954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1077952.125000 Penalty: 2938.432129
	Iteration 26Q: 3 clusters Score -1077952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1077953.750000 Penalty: 2938.432129
	Iteration 27Q: 3 clusters Score -1077954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1077952.875000 Penalty: 2938.432129
	Iteration 28Q: 3 clusters Score -1077953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1077952.875000 Penalty: 2938.432129
	Iteration 29F: 3 clusters Score -1077953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Entering Unmasked Estep 
Score: -3556364.000000 Penalty: 1662.875366
	Iteration 0F: 2 clusters Score -3556364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3537629.000000 Penalty: 3325.750732
	Iteration 0F: 3 clusters Score -3537629 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3544574.000000 Penalty: 3325.750732
	Iteration 1F: 3 clusters Score -3544574 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3544913.500000 Penalty: 3325.750732
	Iteration 2Q: 3 clusters Score -3544914 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3545283.000000 Penalty: 3325.750732
	Iteration 3Q: 3 clusters Score -3545283 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3545706.500000 Penalty: 3325.750732
	Iteration 4Q: 3 clusters Score -3545706 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3546190.750000 Penalty: 3325.750732
	Iteration 5Q: 3 clusters Score -3546191 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3546822.000000 Penalty: 3325.750732
	Iteration 6Q: 3 clusters Score -3546822 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3547686.500000 Penalty: 3325.750732
	Iteration 7F: 3 clusters Score -3547686 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3548749.500000 Penalty: 3325.750732
	Iteration 8F: 3 clusters Score -3548750 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3549955.000000 Penalty: 3325.750732
	Iteration 9F: 3 clusters Score -3549955 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3551279.250000 Penalty: 3325.750732
	Iteration 10F: 3 clusters Score -3551279 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3552464.000000 Penalty: 3325.750732
	Iteration 11F: 3 clusters Score -3552464 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3553344.500000 Penalty: 3325.750732
	Iteration 12Q: 3 clusters Score -3553344 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3553991.250000 Penalty: 3325.750732
	Iteration 13Q: 3 clusters Score -3553991 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3554382.750000 Penalty: 3325.750732
	Iteration 14Q: 3 clusters Score -3554383 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3554575.750000 Penalty: 3325.750732
	Iteration 15Q: 3 clusters Score -3554576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3554703.750000 Penalty: 3325.750732
	Iteration 16Q: 3 clusters Score -3554704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3554782.250000 Penalty: 3325.750732
	Iteration 17Q: 3 clusters Score -3554782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3554834.500000 Penalty: 3325.750732
	Iteration 18Q: 3 clusters Score -3554834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3554864.000000 Penalty: 3325.750732
	Iteration 19Q: 3 clusters Score -3554864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3554878.750000 Penalty: 3325.750732
	Iteration 20F: 3 clusters Score -3554879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3554892.750000 Penalty: 3325.750732
	Iteration 21Q: 3 clusters Score -3554893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3554906.250000 Penalty: 3325.750732
	Iteration 22Q: 3 clusters Score -3554906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3554918.250000 Penalty: 3325.750732
	Iteration 23Q: 3 clusters Score -3554918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3554922.250000 Penalty: 3325.750732
	Iteration 24Q: 3 clusters Score -3554922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3554926.000000 Penalty: 3325.750732
	Iteration 25Q: 3 clusters Score -3554926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3554926.250000 Penalty: 3325.750732
	Iteration 26Q: 3 clusters Score -3554926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3554924.750000 Penalty: 3325.750732
	Iteration 27Q: 3 clusters Score -3554925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3554924.750000 Penalty: 3325.750732
	Iteration 28F: 3 clusters Score -3554925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Entering Unmasked Estep 
Score: -10192199.000000 Penalty: 1833.308960
	Iteration 0F: 2 clusters Score -1.01922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -10141148.000000 Penalty: 3666.617920
	Iteration 0F: 3 clusters Score -1.014115e+07 nChanged 37768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -10162766.000000 Penalty: 3666.617920
	Iteration 1F: 3 clusters Score -1.016277e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -10163484.000000 Penalty: 3666.617920
	Iteration 2Q: 3 clusters Score -1.016348e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -10164376.000000 Penalty: 3666.617920
	Iteration 3Q: 3 clusters Score -1.016438e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -10166008.000000 Penalty: 3666.617920
	Iteration 4Q: 3 clusters Score -1.016601e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -10168880.000000 Penalty: 3666.617920
	Iteration 5F: 3 clusters Score -1.016888e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -10173785.000000 Penalty: 3666.617920
	Iteration 6F: 3 clusters Score -1.017378e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -10180163.000000 Penalty: 3666.617920
	Iteration 7F: 3 clusters Score -1.018016e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -10185697.000000 Penalty: 3666.617920
	Iteration 8F: 3 clusters Score -1.01857e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10188899.000000 Penalty: 3666.617920
	Iteration 9Q: 3 clusters Score -1.01889e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10189964.000000 Penalty: 3666.617920
	Iteration 10Q: 3 clusters Score -1.018996e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10190320.000000 Penalty: 3666.617920
	Iteration 11Q: 3 clusters Score -1.019032e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10190464.000000 Penalty: 3666.617920
	Iteration 12Q: 3 clusters Score -1.019046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10190511.000000 Penalty: 3666.617920
	Iteration 13Q: 3 clusters Score -1.019051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10190563.000000 Penalty: 3666.617920
	Iteration 14Q: 3 clusters Score -1.019056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10190569.000000 Penalty: 3666.617920
	Iteration 15Q: 3 clusters Score -1.019057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10190571.000000 Penalty: 3666.617920
	Iteration 16Q: 3 clusters Score -1.019057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10190584.000000 Penalty: 3666.617920
	Iteration 17Q: 3 clusters Score -1.019058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10190584.000000 Penalty: 3666.617920
	Iteration 18Q: 3 clusters Score -1.019058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10190586.000000 Penalty: 3666.617920
	Iteration 19Q: 3 clusters Score -1.019059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10190586.000000 Penalty: 3666.617920
	Iteration 20F: 3 clusters Score -1.019059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -13849.969727 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -13849.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13290.811523 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -13290.81 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13598.115234 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -13598.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13749.569336 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -13749.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13816.788086 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -13816.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13857.719727 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -13857.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13863.902344 Penalty: 1749.960938
	Iteration 5Q: 3 clusters Score -13863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13866.832031 Penalty: 1749.960938
	Iteration 6Q: 3 clusters Score -13866.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13866.832031 Penalty: 1749.960938
	Iteration 7F: 3 clusters Score -13866.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94172 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71046 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 67 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
Score: -61624028.000000 Penalty: 42607.062500
Splitting cluster 9 changes total score from -61625268.000000 to -61624028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -50748.164062 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -50748.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49885.308594 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -49885.31 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50327.324219 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -50327.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50477.480469 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -50477.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50617.398438 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -50617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50728.550781 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -50728.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50803.101562 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -50803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50827.507812 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -50827.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50926.210938 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -50926.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50970.296875 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -50970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51008.980469 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -51008.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51036.941406 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -51036.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51046.015625 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -51046.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51047.042969 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -51047.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51047.042969 Penalty: 2028.722534
	Iteration 13F: 3 clusters Score -51047.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 94172 members 
Mstep: Class 5 contains 21140 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 27808 members 
Mstep: Class 8 contains 79372 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 71046 members 
Mstep: Class 13 contains 62790 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 29158 members 
Entering Unmasked Estep 
Score: -61624452.000000 Penalty: 42607.062500
Splitting cluster 10 changes total score from -61625268.000000 to -61624452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Entering Unmasked Estep 
Score: -4352744.000000 Penalty: 1702.998047
	Iteration 0F: 2 clusters Score -4352744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4328845.500000 Penalty: 3405.996094
	Iteration 0F: 3 clusters Score -4328846 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4338177.500000 Penalty: 3405.996094
	Iteration 1F: 3 clusters Score -4338178 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4338700.000000 Penalty: 3405.996094
	Iteration 2Q: 3 clusters Score -4338700 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4339264.000000 Penalty: 3405.996094
	Iteration 3Q: 3 clusters Score -4339264 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4339849.000000 Penalty: 3405.996094
	Iteration 4Q: 3 clusters Score -4339849 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4340546.500000 Penalty: 3405.996094
	Iteration 5Q: 3 clusters Score -4340546 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4341492.000000 Penalty: 3405.996094
	Iteration 6Q: 3 clusters Score -4341492 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4342693.000000 Penalty: 3405.996094
	Iteration 7F: 3 clusters Score -4342693 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4344031.500000 Penalty: 3405.996094
	Iteration 8F: 3 clusters Score -4344032 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4345187.000000 Penalty: 3405.996094
	Iteration 9F: 3 clusters Score -4345187 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4345910.500000 Penalty: 3405.996094
	Iteration 10Q: 3 clusters Score -4345910 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4346321.000000 Penalty: 3405.996094
	Iteration 11Q: 3 clusters Score -4346321 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4346546.000000 Penalty: 3405.996094
	Iteration 12Q: 3 clusters Score -4346546 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4346680.000000 Penalty: 3405.996094
	Iteration 13Q: 3 clusters Score -4346680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4346761.500000 Penalty: 3405.996094
	Iteration 14Q: 3 clusters Score -4346762 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4346866.500000 Penalty: 3405.996094
	Iteration 15Q: 3 clusters Score -4346866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4346944.500000 Penalty: 3405.996094
	Iteration 16Q: 3 clusters Score -4346944 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4347062.000000 Penalty: 3405.996094
	Iteration 17Q: 3 clusters Score -4347062 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4347177.000000 Penalty: 3405.996094
	Iteration 18Q: 3 clusters Score -4347177 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4347321.500000 Penalty: 3405.996094
	Iteration 19Q: 3 clusters Score -4347322 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4347432.000000 Penalty: 3405.996094
	Iteration 20F: 3 clusters Score -4347432 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4347570.500000 Penalty: 3405.996094
	Iteration 21Q: 3 clusters Score -4347570 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4347703.500000 Penalty: 3405.996094
	Iteration 22Q: 3 clusters Score -4347704 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -4347855.000000 Penalty: 3405.996094
	Iteration 23Q: 3 clusters Score -4347855 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4348052.000000 Penalty: 3405.996094
	Iteration 24Q: 3 clusters Score -4348052 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4348252.000000 Penalty: 3405.996094
	Iteration 25Q: 3 clusters Score -4348252 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4348463.500000 Penalty: 3405.996094
	Iteration 26Q: 3 clusters Score -4348464 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4348706.000000 Penalty: 3405.996094
	Iteration 27Q: 3 clusters Score -4348706 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4348909.500000 Penalty: 3405.996094
	Iteration 28Q: 3 clusters Score -4348910 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4349102.500000 Penalty: 3405.996094
	Iteration 29Q: 3 clusters Score -4349102 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4349382.500000 Penalty: 3405.996094
	Iteration 30Q: 3 clusters Score -4349382 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4349635.500000 Penalty: 3405.996094
	Iteration 31Q: 3 clusters Score -4349636 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4349882.500000 Penalty: 3405.996094
	Iteration 32Q: 3 clusters Score -4349882 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4350137.000000 Penalty: 3405.996094
	Iteration 33Q: 3 clusters Score -4350137 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4350325.500000 Penalty: 3405.996094
	Iteration 34Q: 3 clusters Score -4350326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4350528.500000 Penalty: 3405.996094
	Iteration 35Q: 3 clusters Score -4350528 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4350699.000000 Penalty: 3405.996094
	Iteration 36Q: 3 clusters Score -4350699 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4350806.000000 Penalty: 3405.996094
	Iteration 37Q: 3 clusters Score -4350806 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4350907.500000 Penalty: 3405.996094
	Iteration 38Q: 3 clusters Score -4350908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4351003.000000 Penalty: 3405.996094
	Iteration 39Q: 3 clusters Score -4351003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4351073.000000 Penalty: 3405.996094
	Iteration 40F: 3 clusters Score -4351073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4351121.000000 Penalty: 3405.996094
	Iteration 41Q: 3 clusters Score -4351121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4351154.500000 Penalty: 3405.996094
	Iteration 42Q: 3 clusters Score -4351154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4351182.500000 Penalty: 3405.996094
	Iteration 43Q: 3 clusters Score -4351182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4351215.500000 Penalty: 3405.996094
	Iteration 44Q: 3 clusters Score -4351216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4351218.000000 Penalty: 3405.996094
	Iteration 45Q: 3 clusters Score -4351218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4351235.000000 Penalty: 3405.996094
	Iteration 46Q: 3 clusters Score -4351235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4351254.500000 Penalty: 3405.996094
	Iteration 47Q: 3 clusters Score -4351254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4351263.500000 Penalty: 3405.996094
	Iteration 48Q: 3 clusters Score -4351264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4351278.000000 Penalty: 3405.996094
	Iteration 49Q: 3 clusters Score -4351278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4351282.500000 Penalty: 3405.996094
	Iteration 50Q: 3 clusters Score -4351282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4351283.000000 Penalty: 3405.996094
	Iteration 51Q: 3 clusters Score -4351283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4351279.000000 Penalty: 3405.996094
	Iteration 52Q: 3 clusters Score -4351279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4351279.000000 Penalty: 3405.996094
	Iteration 53F: 3 clusters Score -4351279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Entering Unmasked Estep 
Score: -9087977.000000 Penalty: 1815.300903
	Iteration 0F: 2 clusters Score -9087977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -9041679.000000 Penalty: 3630.601807
	Iteration 0F: 3 clusters Score -9041679 nChanged 33609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -9060983.000000 Penalty: 3630.601807
	Iteration 1F: 3 clusters Score -9060983 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -9061990.000000 Penalty: 3630.601807
	Iteration 2Q: 3 clusters Score -9061990 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9063465.000000 Penalty: 3630.601807
	Iteration 3Q: 3 clusters Score -9063465 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9065266.000000 Penalty: 3630.601807
	Iteration 4Q: 3 clusters Score -9065266 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -9068069.000000 Penalty: 3630.601807
	Iteration 5F: 3 clusters Score -9068069 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -9071934.000000 Penalty: 3630.601807
	Iteration 6F: 3 clusters Score -9071934 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -9076391.000000 Penalty: 3630.601807
	Iteration 7F: 3 clusters Score -9076391 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -9079828.000000 Penalty: 3630.601807
	Iteration 8F: 3 clusters Score -9079828 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -9081661.000000 Penalty: 3630.601807
	Iteration 9Q: 3 clusters Score -9081661 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -9082739.000000 Penalty: 3630.601807
	Iteration 10Q: 3 clusters Score -9082739 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -9083406.000000 Penalty: 3630.601807
	Iteration 11Q: 3 clusters Score -9083406 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -9084024.000000 Penalty: 3630.601807
	Iteration 12Q: 3 clusters Score -9084024 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -9084453.000000 Penalty: 3630.601807
	Iteration 13Q: 3 clusters Score -9084453 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -9084762.000000 Penalty: 3630.601807
	Iteration 14Q: 3 clusters Score -9084762 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -9084884.000000 Penalty: 3630.601807
	Iteration 15Q: 3 clusters Score -9084884 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -9084969.000000 Penalty: 3630.601807
	Iteration 16Q: 3 clusters Score -9084969 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -9085089.000000 Penalty: 3630.601807
	Iteration 17Q: 3 clusters Score -9085089 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -9085167.000000 Penalty: 3630.601807
	Iteration 18Q: 3 clusters Score -9085167 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -9085244.000000 Penalty: 3630.601807
	Iteration 19Q: 3 clusters Score -9085244 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -9085278.000000 Penalty: 3630.601807
	Iteration 20F: 3 clusters Score -9085278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -9085322.000000 Penalty: 3630.601807
	Iteration 21Q: 3 clusters Score -9085322 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -9085370.000000 Penalty: 3630.601807
	Iteration 22Q: 3 clusters Score -9085370 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9085447.000000 Penalty: 3630.601807
	Iteration 23Q: 3 clusters Score -9085447 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9085488.000000 Penalty: 3630.601807
	Iteration 24Q: 3 clusters Score -9085488 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -9085558.000000 Penalty: 3630.601807
	Iteration 25Q: 3 clusters Score -9085558 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -9085595.000000 Penalty: 3630.601807
	Iteration 26Q: 3 clusters Score -9085595 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -9085640.000000 Penalty: 3630.601807
	Iteration 27Q: 3 clusters Score -9085640 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -9085709.000000 Penalty: 3630.601807
	Iteration 28Q: 3 clusters Score -9085709 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -9085737.000000 Penalty: 3630.601807
	Iteration 29Q: 3 clusters Score -9085737 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -9085771.000000 Penalty: 3630.601807
	Iteration 30Q: 3 clusters Score -9085771 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9085835.000000 Penalty: 3630.601807
	Iteration 31Q: 3 clusters Score -9085835 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9085882.000000 Penalty: 3630.601807
	Iteration 32Q: 3 clusters Score -9085882 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -9085956.000000 Penalty: 3630.601807
	Iteration 33Q: 3 clusters Score -9085956 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -9086034.000000 Penalty: 3630.601807
	Iteration 34Q: 3 clusters Score -9086034 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -9086064.000000 Penalty: 3630.601807
	Iteration 35Q: 3 clusters Score -9086064 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -9086130.000000 Penalty: 3630.601807
	Iteration 36Q: 3 clusters Score -9086130 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -9086204.000000 Penalty: 3630.601807
	Iteration 37Q: 3 clusters Score -9086204 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -9086214.000000 Penalty: 3630.601807
	Iteration 38Q: 3 clusters Score -9086214 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -9086321.000000 Penalty: 3630.601807
	Iteration 39Q: 3 clusters Score -9086321 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -9086380.000000 Penalty: 3630.601807
	Iteration 40F: 3 clusters Score -9086380 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -9086431.000000 Penalty: 3630.601807
	Iteration 41Q: 3 clusters Score -9086431 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -9086510.000000 Penalty: 3630.601807
	Iteration 42Q: 3 clusters Score -9086510 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -9086553.000000 Penalty: 3630.601807
	Iteration 43Q: 3 clusters Score -9086553 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -9086569.000000 Penalty: 3630.601807
	Iteration 44Q: 3 clusters Score -9086569 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -9086630.000000 Penalty: 3630.601807
	Iteration 45Q: 3 clusters Score -9086630 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -9086664.000000 Penalty: 3630.601807
	Iteration 46Q: 3 clusters Score -9086664 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -9086755.000000 Penalty: 3630.601807
	Iteration 47Q: 3 clusters Score -9086755 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -9086769.000000 Penalty: 3630.601807
	Iteration 48Q: 3 clusters Score -9086769 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -9086849.000000 Penalty: 3630.601807
	Iteration 49Q: 3 clusters Score -9086849 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -9086893.000000 Penalty: 3630.601807
	Iteration 50Q: 3 clusters Score -9086893 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -9086930.000000 Penalty: 3630.601807
	Iteration 51Q: 3 clusters Score -9086930 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -9087033.000000 Penalty: 3630.601807
	Iteration 52Q: 3 clusters Score -9087033 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -9087069.000000 Penalty: 3630.601807
	Iteration 53Q: 3 clusters Score -9087069 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -9087128.000000 Penalty: 3630.601807
	Iteration 54Q: 3 clusters Score -9087128 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -9087180.000000 Penalty: 3630.601807
	Iteration 55Q: 3 clusters Score -9087180 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -9087206.000000 Penalty: 3630.601807
	Iteration 56Q: 3 clusters Score -9087206 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -9087223.000000 Penalty: 3630.601807
	Iteration 57Q: 3 clusters Score -9087223 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -9087277.000000 Penalty: 3630.601807
	Iteration 58Q: 3 clusters Score -9087277 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -9087318.000000 Penalty: 3630.601807
	Iteration 59Q: 3 clusters Score -9087318 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -9087328.000000 Penalty: 3630.601807
	Iteration 60F: 3 clusters Score -9087328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -9087349.000000 Penalty: 3630.601807
	Iteration 61Q: 3 clusters Score -9087349 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -9087391.000000 Penalty: 3630.601807
	Iteration 62Q: 3 clusters Score -9087391 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -9087392.000000 Penalty: 3630.601807
	Iteration 63Q: 3 clusters Score -9087392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -9087413.000000 Penalty: 3630.601807
	Iteration 64Q: 3 clusters Score -9087413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -9087478.000000 Penalty: 3630.601807
	Iteration 65Q: 3 clusters Score -9087478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -9087503.000000 Penalty: 3630.601807
	Iteration 66Q: 3 clusters Score -9087503 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9087523.000000 Penalty: 3630.601807
	Iteration 67Q: 3 clusters Score -9087523 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -9087547.000000 Penalty: 3630.601807
	Iteration 68Q: 3 clusters Score -9087547 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -9087563.000000 Penalty: 3630.601807
	Iteration 69Q: 3 clusters Score -9087563 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -9087560.000000 Penalty: 3630.601807
	Iteration 70Q: 3 clusters Score -9087560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -9087611.000000 Penalty: 3630.601807
	Iteration 71Q: 3 clusters Score -9087611 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -9087615.000000 Penalty: 3630.601807
	Iteration 72Q: 3 clusters Score -9087615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -9087610.000000 Penalty: 3630.601807
	Iteration 73Q: 3 clusters Score -9087610 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9087621.000000 Penalty: 3630.601807
	Iteration 74Q: 3 clusters Score -9087621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -9087623.000000 Penalty: 3630.601807
	Iteration 75Q: 3 clusters Score -9087623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -9087632.000000 Penalty: 3630.601807
	Iteration 76Q: 3 clusters Score -9087632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -9087613.000000 Penalty: 3630.601807
	Iteration 77Q: 3 clusters Score -9087613 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -9087639.000000 Penalty: 3630.601807
	Iteration 78Q: 3 clusters Score -9087639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -9087646.000000 Penalty: 3630.601807
	Iteration 79Q: 3 clusters Score -9087646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -9087645.000000 Penalty: 3630.601807
	Iteration 80F: 3 clusters Score -9087645 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -9087662.000000 Penalty: 3630.601807
	Iteration 81Q: 3 clusters Score -9087662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9087666 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9087668 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -9087667.000000 Penalty: 3630.601807
	Iteration 84Q: 3 clusters Score -9087667 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -9087660.000000 Penalty: 3630.601807
	Iteration 85Q: 3 clusters Score -9087660 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9087646.000000 Penalty: 3630.601807
	Iteration 86Q: 3 clusters Score -9087646 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -9087656.000000 Penalty: 3630.601807
	Iteration 87Q: 3 clusters Score -9087656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9087668 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9087658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -9087674.000000 Penalty: 3630.601807
	Iteration 90Q: 3 clusters Score -9087674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -9087679.000000 Penalty: 3630.601807
	Iteration 91Q: 3 clusters Score -9087679 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9087670 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -9087680.000000 Penalty: 3630.601807
	Iteration 93Q: 3 clusters Score -9087680 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9087674 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -9087688.000000 Penalty: 3630.601807
	Iteration 95Q: 3 clusters Score -9087688 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9087699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -9087702.000000 Penalty: 3630.601807
	Iteration 97Q: 3 clusters Score -9087702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -9087694.000000 Penalty: 3630.601807
	Iteration 98Q: 3 clusters Score -9087694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -9087700.000000 Penalty: 3630.601807
	Iteration 99Q: 3 clusters Score -9087700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -9087705.000000 Penalty: 3630.601807
	Iteration 100F: 3 clusters Score -9087705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -9087702.000000 Penalty: 3630.601807
	Iteration 101Q: 3 clusters Score -9087702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -9087699.000000 Penalty: 3630.601807
	Iteration 102Q: 3 clusters Score -9087699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -9087691.000000 Penalty: 3630.601807
	Iteration 103Q: 3 clusters Score -9087691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -9087687.000000 Penalty: 3630.601807
	Iteration 104Q: 3 clusters Score -9087687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -9087696.000000 Penalty: 3630.601807
	Iteration 105Q: 3 clusters Score -9087696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -9087697.000000 Penalty: 3630.601807
	Iteration 106Q: 3 clusters Score -9087697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -9087699.000000 Penalty: 3630.601807
	Iteration 107Q: 3 clusters Score -9087699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -9087707.000000 Penalty: 3630.601807
	Iteration 108Q: 3 clusters Score -9087707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -9087698.000000 Penalty: 3630.601807
	Iteration 109Q: 3 clusters Score -9087698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -9087690.000000 Penalty: 3630.601807
	Iteration 110Q: 3 clusters Score -9087690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -9087688.000000 Penalty: 3630.601807
	Iteration 111Q: 3 clusters Score -9087688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -9087677.000000 Penalty: 3630.601807
	Iteration 112Q: 3 clusters Score -9087677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -9087684.000000 Penalty: 3630.601807
	Iteration 113Q: 3 clusters Score -9087684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -9087687.000000 Penalty: 3630.601807
	Iteration 114Q: 3 clusters Score -9087687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -9087682.000000 Penalty: 3630.601807
	Iteration 115Q: 3 clusters Score -9087682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -9087696.000000 Penalty: 3630.601807
	Iteration 116Q: 3 clusters Score -9087696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -9087698.000000 Penalty: 3630.601807
	Iteration 117Q: 3 clusters Score -9087698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -9087682.000000 Penalty: 3630.601807
	Iteration 118Q: 3 clusters Score -9087682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -9087683.000000 Penalty: 3630.601807
	Iteration 119Q: 3 clusters Score -9087683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -9087674.000000 Penalty: 3630.601807
	Iteration 120F: 3 clusters Score -9087674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -9087675.000000 Penalty: 3630.601807
	Iteration 121Q: 3 clusters Score -9087675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -9087676.000000 Penalty: 3630.601807
	Iteration 122Q: 3 clusters Score -9087676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -9087677.000000 Penalty: 3630.601807
	Iteration 123Q: 3 clusters Score -9087677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -9087668.000000 Penalty: 3630.601807
	Iteration 124Q: 3 clusters Score -9087668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -9087670.000000 Penalty: 3630.601807
	Iteration 125Q: 3 clusters Score -9087670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -9087655.000000 Penalty: 3630.601807
	Iteration 126Q: 3 clusters Score -9087655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -9087662.000000 Penalty: 3630.601807
	Iteration 127Q: 3 clusters Score -9087662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -9087659.000000 Penalty: 3630.601807
	Iteration 128Q: 3 clusters Score -9087659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -9087660.000000 Penalty: 3630.601807
	Iteration 129Q: 3 clusters Score -9087660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -9087657.000000 Penalty: 3630.601807
	Iteration 130Q: 3 clusters Score -9087657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -9087656.000000 Penalty: 3630.601807
	Iteration 131Q: 3 clusters Score -9087656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -9087656.000000 Penalty: 3630.601807
	Iteration 132Q: 3 clusters Score -9087656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -9087655.000000 Penalty: 3630.601807
	Iteration 133Q: 3 clusters Score -9087655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -9087659.000000 Penalty: 3630.601807
	Iteration 134Q: 3 clusters Score -9087659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -9087657.000000 Penalty: 3630.601807
	Iteration 135Q: 3 clusters Score -9087657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -9087658.000000 Penalty: 3630.601807
	Iteration 136Q: 3 clusters Score -9087658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -9087658.000000 Penalty: 3630.601807
	Iteration 137F: 3 clusters Score -9087658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Entering Unmasked Estep 
Score: -7997165.000000 Penalty: 1795.227051
	Iteration 0F: 2 clusters Score -7997165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -7955670.500000 Penalty: 3590.454102
	Iteration 0F: 3 clusters Score -7955670 nChanged 29491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -7972231.000000 Penalty: 3590.454102
	Iteration 1F: 3 clusters Score -7972231 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7972960.500000 Penalty: 3590.454102
	Iteration 2Q: 3 clusters Score -7972960 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7973942.000000 Penalty: 3590.454102
	Iteration 3Q: 3 clusters Score -7973942 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7975653.000000 Penalty: 3590.454102
	Iteration 4F: 3 clusters Score -7975653 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -7978406.000000 Penalty: 3590.454102
	Iteration 5F: 3 clusters Score -7978406 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -7982675.500000 Penalty: 3590.454102
	Iteration 6F: 3 clusters Score -7982676 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -7987997.000000 Penalty: 3590.454102
	Iteration 7F: 3 clusters Score -7987997 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -7992170.500000 Penalty: 3590.454102
	Iteration 8F: 3 clusters Score -7992170 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -7994303.500000 Penalty: 3590.454102
	Iteration 9Q: 3 clusters Score -7994304 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -7995096.000000 Penalty: 3590.454102
	Iteration 10Q: 3 clusters Score -7995096 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -7995351.000000 Penalty: 3590.454102
	Iteration 11Q: 3 clusters Score -7995351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -7995447.000000 Penalty: 3590.454102
	Iteration 12Q: 3 clusters Score -7995447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7995489.500000 Penalty: 3590.454102
	Iteration 13Q: 3 clusters Score -7995490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -7995530.500000 Penalty: 3590.454102
	Iteration 14Q: 3 clusters Score -7995530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7995551.000000 Penalty: 3590.454102
	Iteration 15Q: 3 clusters Score -7995551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -7995567.000000 Penalty: 3590.454102
	Iteration 16Q: 3 clusters Score -7995567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -7995561.500000 Penalty: 3590.454102
	Iteration 17Q: 3 clusters Score -7995562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -7995563.000000 Penalty: 3590.454102
	Iteration 18Q: 3 clusters Score -7995563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -7995561.500000 Penalty: 3590.454102
	Iteration 19Q: 3 clusters Score -7995562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -7995565.500000 Penalty: 3590.454102
	Iteration 20F: 3 clusters Score -7995566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7995569.000000 Penalty: 3590.454102
	Iteration 21Q: 3 clusters Score -7995569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7995569.000000 Penalty: 3590.454102
	Iteration 22F: 3 clusters Score -7995569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -67755.500000 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -67755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66638.640625 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -66638.64 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66852.390625 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -66852.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66893.093750 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -66893.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66904.023438 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -66904.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66911.703125 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -66911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66918.210938 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -66918.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66921.601562 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -66921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66924.117188 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -66924.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66926.476562 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -66926.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66929.218750 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -66929.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66931.125000 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -66931.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66932.039062 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -66932.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66933.320312 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -66933.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66933.320312 Penalty: 2076.282471
	Iteration 13F: 3 clusters Score -66933.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27638.591797 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -27638.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26865.724609 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -26865.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27083.210938 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27083.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27313.847656 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27313.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27454.865234 Penalty: 1833.619873
	Iteration 3F: 3 clusters Score -27454.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27529.335938 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27529.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27536.332031 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27536.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27537.763672 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27537.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27537.763672 Penalty: 1833.619873
	Iteration 7F: 3 clusters Score -27537.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18267.220703 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -18267.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17630.400391 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -17630.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17776.712891 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -17776.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17831.248047 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -17831.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17898.480469 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -17898.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17920.060547 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -17920.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17920.060547 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -17920.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -501597.531250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -501597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -498101.687500 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -498101.7 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -499058.031250 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -499058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499270.593750 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -499270.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -499442.468750 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -499442.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -499653.218750 Penalty: 2717.403320
	Iteration 4F: 3 clusters Score -499653.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -499877.875000 Penalty: 2717.403320
	Iteration 5F: 3 clusters Score -499877.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -500065.875000 Penalty: 2717.403320
	Iteration 6F: 3 clusters Score -500065.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -500216.562500 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -500216.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -500334.437500 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -500334.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -500422.968750 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -500423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -500481.031250 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -500481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -500521.687500 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -500521.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -500549.312500 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -500549.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -500567.343750 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -500567.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -500580.250000 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -500580.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -500589.250000 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -500589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -500595.031250 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -500595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -500600.406250 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -500600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -500607.687500 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -500607.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -500614.937500 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -500614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -500617.968750 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -500618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -500620.843750 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -500620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -500626.781250 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -500626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -500627.875000 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -500627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -500633.000000 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -500633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -500635.968750 Penalty: 2717.403320
	Iteration 25Q: 3 clusters Score -500636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -500638.125000 Penalty: 2717.403320
	Iteration 26Q: 3 clusters Score -500638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -500640.218750 Penalty: 2717.403320
	Iteration 27Q: 3 clusters Score -500640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -500642.343750 Penalty: 2717.403320
	Iteration 28Q: 3 clusters Score -500642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -500642.781250 Penalty: 2717.403320
	Iteration 29Q: 3 clusters Score -500642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -500643.500000 Penalty: 2717.403320
	Iteration 30Q: 3 clusters Score -500643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -500643.531250 Penalty: 2717.403320
	Iteration 31Q: 3 clusters Score -500643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -500644.093750 Penalty: 2717.403320
	Iteration 32Q: 3 clusters Score -500644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -500644.343750 Penalty: 2717.403320
	Iteration 33Q: 3 clusters Score -500644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -500645.343750 Penalty: 2717.403320
	Iteration 34Q: 3 clusters Score -500645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -500645.031250 Penalty: 2717.403320
	Iteration 35Q: 3 clusters Score -500645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -500646.562500 Penalty: 2717.403320
	Iteration 36Q: 3 clusters Score -500646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -500646.968750 Penalty: 2717.403320
	Iteration 37Q: 3 clusters Score -500647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -500647.781250 Penalty: 2717.403320
	Iteration 38Q: 3 clusters Score -500647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -500647.687500 Penalty: 2717.403320
	Iteration 39Q: 3 clusters Score -500647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -500647.687500 Penalty: 2717.403320
	Iteration 40F: 3 clusters Score -500647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -124585.500000 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -124585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123163.843750 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -123163.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123395.890625 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -123395.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123466.585938 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -123466.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123506.500000 Penalty: 2242.082275
	Iteration 3Q: 3 clusters Score -123506.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123535.492188 Penalty: 2242.082275
	Iteration 4Q: 3 clusters Score -123535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123553.671875 Penalty: 2242.082275
	Iteration 5Q: 3 clusters Score -123553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123562.625000 Penalty: 2242.082275
	Iteration 6Q: 3 clusters Score -123562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123567.070312 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -123567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123570.500000 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -123570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123572.656250 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -123572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123572.921875 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -123572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123573.289062 Penalty: 2242.082275
	Iteration 11Q: 3 clusters Score -123573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123573.289062 Penalty: 2242.082275
	Iteration 12F: 3 clusters Score -123573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Entering Unmasked Estep 
Score: -3712000.750000 Penalty: 1670.578735
	Iteration 0F: 2 clusters Score -3712001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3692344.000000 Penalty: 3341.157471
	Iteration 0F: 3 clusters Score -3692344 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3699700.250000 Penalty: 3341.157471
	Iteration 1F: 3 clusters Score -3699700 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3700154.250000 Penalty: 3341.157471
	Iteration 2Q: 3 clusters Score -3700154 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3700657.000000 Penalty: 3341.157471
	Iteration 3Q: 3 clusters Score -3700657 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3701237.750000 Penalty: 3341.157471
	Iteration 4Q: 3 clusters Score -3701238 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3701989.750000 Penalty: 3341.157471
	Iteration 5F: 3 clusters Score -3701990 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3702985.750000 Penalty: 3341.157471
	Iteration 6F: 3 clusters Score -3702986 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3704287.500000 Penalty: 3341.157471
	Iteration 7F: 3 clusters Score -3704288 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3705750.500000 Penalty: 3341.157471
	Iteration 8F: 3 clusters Score -3705750 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3707133.000000 Penalty: 3341.157471
	Iteration 9F: 3 clusters Score -3707133 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3708010.500000 Penalty: 3341.157471
	Iteration 10Q: 3 clusters Score -3708010 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3708465.250000 Penalty: 3341.157471
	Iteration 11Q: 3 clusters Score -3708465 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3708735.250000 Penalty: 3341.157471
	Iteration 12Q: 3 clusters Score -3708735 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3708915.250000 Penalty: 3341.157471
	Iteration 13Q: 3 clusters Score -3708915 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3709028.250000 Penalty: 3341.157471
	Iteration 14Q: 3 clusters Score -3709028 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3709119.750000 Penalty: 3341.157471
	Iteration 15Q: 3 clusters Score -3709120 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3709189.750000 Penalty: 3341.157471
	Iteration 16Q: 3 clusters Score -3709190 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3709231.500000 Penalty: 3341.157471
	Iteration 17Q: 3 clusters Score -3709232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3709279.250000 Penalty: 3341.157471
	Iteration 18Q: 3 clusters Score -3709279 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3709308.750000 Penalty: 3341.157471
	Iteration 19Q: 3 clusters Score -3709309 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3709329.500000 Penalty: 3341.157471
	Iteration 20F: 3 clusters Score -3709330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3709349.500000 Penalty: 3341.157471
	Iteration 21Q: 3 clusters Score -3709350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3709351.750000 Penalty: 3341.157471
	Iteration 22Q: 3 clusters Score -3709352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3709367.000000 Penalty: 3341.157471
	Iteration 23Q: 3 clusters Score -3709367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3709387.250000 Penalty: 3341.157471
	Iteration 24Q: 3 clusters Score -3709387 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3709403.750000 Penalty: 3341.157471
	Iteration 25Q: 3 clusters Score -3709404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3709406.750000 Penalty: 3341.157471
	Iteration 26Q: 3 clusters Score -3709407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3709428.500000 Penalty: 3341.157471
	Iteration 27Q: 3 clusters Score -3709428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3709429.250000 Penalty: 3341.157471
	Iteration 28Q: 3 clusters Score -3709429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3709436.750000 Penalty: 3341.157471
	Iteration 29Q: 3 clusters Score -3709437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3709437.250000 Penalty: 3341.157471
	Iteration 30Q: 3 clusters Score -3709437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3709437.750000 Penalty: 3341.157471
	Iteration 31Q: 3 clusters Score -3709438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3709441.250000 Penalty: 3341.157471
	Iteration 32Q: 3 clusters Score -3709441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3709442.500000 Penalty: 3341.157471
	Iteration 33Q: 3 clusters Score -3709442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3709444.750000 Penalty: 3341.157471
	Iteration 34Q: 3 clusters Score -3709445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3709451.750000 Penalty: 3341.157471
	Iteration 35Q: 3 clusters Score -3709452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3709442.500000 Penalty: 3341.157471
	Iteration 36Q: 3 clusters Score -3709442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3709450.250000 Penalty: 3341.157471
	Iteration 37Q: 3 clusters Score -3709450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3709462.000000 Penalty: 3341.157471
	Iteration 38Q: 3 clusters Score -3709462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3709464.500000 Penalty: 3341.157471
	Iteration 39Q: 3 clusters Score -3709464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3709472.500000 Penalty: 3341.157471
	Iteration 40F: 3 clusters Score -3709472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3709481.750000 Penalty: 3341.157471
	Iteration 41Q: 3 clusters Score -3709482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3709488.000000 Penalty: 3341.157471
	Iteration 42Q: 3 clusters Score -3709488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3709482.250000 Penalty: 3341.157471
	Iteration 43Q: 3 clusters Score -3709482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3709485.250000 Penalty: 3341.157471
	Iteration 44Q: 3 clusters Score -3709485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3709500.250000 Penalty: 3341.157471
	Iteration 45Q: 3 clusters Score -3709500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3709500.750000 Penalty: 3341.157471
	Iteration 46Q: 3 clusters Score -3709501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3709499.250000 Penalty: 3341.157471
	Iteration 47Q: 3 clusters Score -3709499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3709507.500000 Penalty: 3341.157471
	Iteration 48Q: 3 clusters Score -3709508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3709506.750000 Penalty: 3341.157471
	Iteration 49Q: 3 clusters Score -3709507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3709507.750000 Penalty: 3341.157471
	Iteration 50Q: 3 clusters Score -3709508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3709515.250000 Penalty: 3341.157471
	Iteration 51Q: 3 clusters Score -3709515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3709526.500000 Penalty: 3341.157471
	Iteration 52Q: 3 clusters Score -3709526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3709530.000000 Penalty: 3341.157471
	Iteration 53Q: 3 clusters Score -3709530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3709526.750000 Penalty: 3341.157471
	Iteration 54Q: 3 clusters Score -3709527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3709531.750000 Penalty: 3341.157471
	Iteration 55Q: 3 clusters Score -3709532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3709531.250000 Penalty: 3341.157471
	Iteration 56Q: 3 clusters Score -3709531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3709531.750000 Penalty: 3341.157471
	Iteration 57Q: 3 clusters Score -3709532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3709530.250000 Penalty: 3341.157471
	Iteration 58Q: 3 clusters Score -3709530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3709529.750000 Penalty: 3341.157471
	Iteration 59Q: 3 clusters Score -3709530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3709528.750000 Penalty: 3341.157471
	Iteration 60F: 3 clusters Score -3709529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3709521.750000 Penalty: 3341.157471
	Iteration 61Q: 3 clusters Score -3709522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3709527.500000 Penalty: 3341.157471
	Iteration 62Q: 3 clusters Score -3709528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3709531.500000 Penalty: 3341.157471
	Iteration 63Q: 3 clusters Score -3709532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3709529.500000 Penalty: 3341.157471
	Iteration 64Q: 3 clusters Score -3709530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3709530.750000 Penalty: 3341.157471
	Iteration 65Q: 3 clusters Score -3709531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3709540.500000 Penalty: 3341.157471
	Iteration 66Q: 3 clusters Score -3709540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3709542.500000 Penalty: 3341.157471
	Iteration 67Q: 3 clusters Score -3709542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3709538.000000 Penalty: 3341.157471
	Iteration 68Q: 3 clusters Score -3709538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3709534.000000 Penalty: 3341.157471
	Iteration 69Q: 3 clusters Score -3709534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3709539.000000 Penalty: 3341.157471
	Iteration 70Q: 3 clusters Score -3709539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3709543.500000 Penalty: 3341.157471
	Iteration 71Q: 3 clusters Score -3709544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3709543.000000 Penalty: 3341.157471
	Iteration 72Q: 3 clusters Score -3709543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3709540.750000 Penalty: 3341.157471
	Iteration 73Q: 3 clusters Score -3709541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3709543.750000 Penalty: 3341.157471
	Iteration 74Q: 3 clusters Score -3709544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3709538.000000 Penalty: 3341.157471
	Iteration 75Q: 3 clusters Score -3709538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3709538.750000 Penalty: 3341.157471
	Iteration 76Q: 3 clusters Score -3709539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3709542.750000 Penalty: 3341.157471
	Iteration 77Q: 3 clusters Score -3709543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3709541.750000 Penalty: 3341.157471
	Iteration 78Q: 3 clusters Score -3709542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3709540.500000 Penalty: 3341.157471
	Iteration 79Q: 3 clusters Score -3709540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3709539.750000 Penalty: 3341.157471
	Iteration 80F: 3 clusters Score -3709540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3709541.750000 Penalty: 3341.157471
	Iteration 81Q: 3 clusters Score -3709542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3709544.750000 Penalty: 3341.157471
	Iteration 82Q: 3 clusters Score -3709545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3709550.500000 Penalty: 3341.157471
	Iteration 83Q: 3 clusters Score -3709550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3709549.500000 Penalty: 3341.157471
	Iteration 84Q: 3 clusters Score -3709550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3709554.750000 Penalty: 3341.157471
	Iteration 85Q: 3 clusters Score -3709555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3709551.500000 Penalty: 3341.157471
	Iteration 86Q: 3 clusters Score -3709552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3709550.500000 Penalty: 3341.157471
	Iteration 87Q: 3 clusters Score -3709550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3709542.750000 Penalty: 3341.157471
	Iteration 88Q: 3 clusters Score -3709543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3709542.250000 Penalty: 3341.157471
	Iteration 89Q: 3 clusters Score -3709542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3709544.500000 Penalty: 3341.157471
	Iteration 90Q: 3 clusters Score -3709544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3709547.500000 Penalty: 3341.157471
	Iteration 91Q: 3 clusters Score -3709548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3709553.000000 Penalty: 3341.157471
	Iteration 92Q: 3 clusters Score -3709553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3709549.000000 Penalty: 3341.157471
	Iteration 93Q: 3 clusters Score -3709549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3709550.750000 Penalty: 3341.157471
	Iteration 94Q: 3 clusters Score -3709551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3709548.500000 Penalty: 3341.157471
	Iteration 95Q: 3 clusters Score -3709548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3709546.750000 Penalty: 3341.157471
	Iteration 96Q: 3 clusters Score -3709547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3709543.000000 Penalty: 3341.157471
	Iteration 97Q: 3 clusters Score -3709543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3709546.750000 Penalty: 3341.157471
	Iteration 98Q: 3 clusters Score -3709547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3709544.250000 Penalty: 3341.157471
	Iteration 99Q: 3 clusters Score -3709544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3709541.250000 Penalty: 3341.157471
	Iteration 100F: 3 clusters Score -3709541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3709540.750000 Penalty: 3341.157471
	Iteration 101Q: 3 clusters Score -3709541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3709543.500000 Penalty: 3341.157471
	Iteration 102Q: 3 clusters Score -3709544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3709545.250000 Penalty: 3341.157471
	Iteration 103Q: 3 clusters Score -3709545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3709546.000000 Penalty: 3341.157471
	Iteration 104Q: 3 clusters Score -3709546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3709543.500000 Penalty: 3341.157471
	Iteration 105Q: 3 clusters Score -3709544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3709548.000000 Penalty: 3341.157471
	Iteration 106Q: 3 clusters Score -3709548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3709545.750000 Penalty: 3341.157471
	Iteration 107Q: 3 clusters Score -3709546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3709556.250000 Penalty: 3341.157471
	Iteration 108Q: 3 clusters Score -3709556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3709548.000000 Penalty: 3341.157471
	Iteration 109Q: 3 clusters Score -3709548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3709554.250000 Penalty: 3341.157471
	Iteration 110Q: 3 clusters Score -3709554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3709551.750000 Penalty: 3341.157471
	Iteration 111Q: 3 clusters Score -3709552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3709554.000000 Penalty: 3341.157471
	Iteration 112Q: 3 clusters Score -3709554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3709554.000000 Penalty: 3341.157471
	Iteration 113Q: 3 clusters Score -3709554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3709552.500000 Penalty: 3341.157471
	Iteration 114Q: 3 clusters Score -3709552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3709558.250000 Penalty: 3341.157471
	Iteration 115Q: 3 clusters Score -3709558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3709558.000000 Penalty: 3341.157471
	Iteration 116Q: 3 clusters Score -3709558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3709556.750000 Penalty: 3341.157471
	Iteration 117Q: 3 clusters Score -3709557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3709558.000000 Penalty: 3341.157471
	Iteration 118Q: 3 clusters Score -3709558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3709555.750000 Penalty: 3341.157471
	Iteration 119Q: 3 clusters Score -3709556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3709557.750000 Penalty: 3341.157471
	Iteration 120F: 3 clusters Score -3709558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3709556.750000 Penalty: 3341.157471
	Iteration 121Q: 3 clusters Score -3709557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3709556.750000 Penalty: 3341.157471
	Iteration 122F: 3 clusters Score -3709557 nChanged 0
24->20 Clusters: Score -61625268.000000, best is -61636764.000000

Starting from 25 clusters...
--- Clustering full data set of 493790 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20693 members 
Mstep: Class 3 contains 20622 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 5 contains 20631 members 
Mstep: Class 6 contains 20701 members 
Mstep: Class 7 contains 20671 members 
Mstep: Class 8 contains 20518 members 
Mstep: Class 9 contains 20603 members 
Mstep: Class 10 contains 20498 members 
Mstep: Class 11 contains 20455 members 
Mstep: Class 12 contains 20446 members 
Mstep: Class 13 contains 20669 members 
Mstep: Class 14 contains 20727 members 
Mstep: Class 15 contains 20447 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 20775 members 
Mstep: Class 18 contains 20646 members 
Mstep: Class 19 contains 20398 members 
Mstep: Class 20 contains 20606 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 20469 members 
Mstep: Class 23 contains 20514 members 
Mstep: Class 24 contains 20445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 513.590210 but Gain 2130.351562
Score: -59591664.000000 Penalty: 48998.121094
Iteration 0F: 24 clusters Score -5.959166e+07 nChanged 472583
Entering Unmasked Mstep 
Mstep: Class 0 contains 658 members 
Mstep: Class 2 contains 25878 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 10132 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 23255 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 14 contains 145958 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 26781 members 
Mstep: Class 20 contains 70540 members 
Mstep: Class 21 contains 34059 members 
Mstep: Class 22 contains 82635 members 
Mstep: Class 23 contains 9805 members 
Mstep: Class 24 contains 8589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1818.487793 but Gain 2130.351562
Score: -61091204.000000 Penalty: 46867.769531
Iteration 1F: 23 clusters Score -6.10912e+07 nChanged 156388
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 13215 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 5851 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 14 contains 164270 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 23192 members 
Mstep: Class 20 contains 75377 members 
Mstep: Class 21 contains 30803 members 
Mstep: Class 22 contains 108274 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1649.040405 but Gain 2130.355469
Score: -61206720.000000 Penalty: 44737.414062
Iteration 2F: 22 clusters Score -6.120672e+07 nChanged 101427
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 144112 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 19298 members 
Mstep: Class 20 contains 85643 members 
Mstep: Class 21 contains 30684 members 
Mstep: Class 22 contains 134230 members 
Mstep: Class 23 contains 5097 members 
Mstep: Class 24 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61289008.000000 Penalty: 44737.414062
Iteration 3F: 22 clusters Score -6.128901e+07 nChanged 94442
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 2 contains 24693 members 
Mstep: Class 3 contains 277 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 5775 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 6315 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 123994 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 15085 members 
Mstep: Class 20 contains 102963 members 
Mstep: Class 21 contains 30814 members 
Mstep: Class 22 contains 143823 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2080.513428 but Gain 2130.351562
Score: -61359716.000000 Penalty: 42607.062500
Iteration 4F: 21 clusters Score -6.135972e+07 nChanged 76415
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 2 contains 27914 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 2580 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 625 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 125606 members 
Mstep: Class 16 contains 6267 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 10955 members 
Mstep: Class 20 contains 122033 members 
Mstep: Class 21 contains 31036 members 
Mstep: Class 22 contains 128237 members 
Mstep: Class 23 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1825.270142 but Gain 2130.355469
Score: -61420920.000000 Penalty: 40476.707031
Iteration 5F: 20 clusters Score -6.142092e+07 nChanged 62500
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 2 contains 29714 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 12041 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 3011 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 5648 members 
Mstep: Class 14 contains 125342 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 4140 members 
Mstep: Class 18 contains 465 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 140970 members 
Mstep: Class 21 contains 31321 members 
Mstep: Class 22 contains 113790 members 
Mstep: Class 23 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61459580.000000 Penalty: 40476.707031
Iteration 6F: 20 clusters Score -6.145958e+07 nChanged 53766
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 2 contains 32632 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 14 contains 123929 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 143810 members 
Mstep: Class 21 contains 31373 members 
Mstep: Class 22 contains 110675 members 
Mstep: Class 23 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61483772.000000 Penalty: 40476.707031
Iteration 7F: 20 clusters Score -6.148377e+07 nChanged 38188
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 2 contains 36621 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 16544 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 10 contains 728 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 5427 members 
Mstep: Class 14 contains 124486 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 137863 members 
Mstep: Class 21 contains 31341 members 
Mstep: Class 22 contains 111464 members 
Mstep: Class 23 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61505408.000000 Penalty: 40476.707031
Iteration 8F: 20 clusters Score -6.150541e+07 nChanged 27499
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 19333 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 2438 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 14 contains 125133 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 130802 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 112442 members 
Mstep: Class 23 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61522176.000000 Penalty: 40476.707031
Iteration 9F: 20 clusters Score -6.152218e+07 nChanged 21687
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45230 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 22016 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 14 contains 125406 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 124573 members 
Mstep: Class 21 contains 30412 members 
Mstep: Class 22 contains 113177 members 
Mstep: Class 23 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61537164.000000 Penalty: 40476.707031
Iteration 10Q: 20 clusters Score -6.153716e+07 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 49084 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 5109 members 
Mstep: Class 14 contains 124705 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 120608 members 
Mstep: Class 21 contains 29576 members 
Mstep: Class 22 contains 113550 members 
Mstep: Class 23 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61549824.000000 Penalty: 40476.707031
Iteration 11Q: 20 clusters Score -6.154982e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 52504 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 26354 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 14 contains 123495 members 
Mstep: Class 16 contains 4954 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 118618 members 
Mstep: Class 21 contains 28693 members 
Mstep: Class 22 contains 113311 members 
Mstep: Class 23 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61559432.000000 Penalty: 40476.707031
Iteration 12Q: 20 clusters Score -6.155943e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 55416 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 28069 members 
Mstep: Class 6 contains 693 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 14 contains 122178 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 117812 members 
Mstep: Class 21 contains 27845 members 
Mstep: Class 22 contains 112649 members 
Mstep: Class 23 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61566440.000000 Penalty: 40476.707031
Iteration 13Q: 20 clusters Score -6.156644e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 57884 members 
Mstep: Class 3 contains 273 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 120670 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 117789 members 
Mstep: Class 21 contains 27068 members 
Mstep: Class 22 contains 111877 members 
Mstep: Class 23 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61571524.000000 Penalty: 40476.707031
Iteration 14Q: 20 clusters Score -6.157152e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 59953 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 30676 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 14 contains 119342 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 118020 members 
Mstep: Class 21 contains 26397 members 
Mstep: Class 22 contains 111092 members 
Mstep: Class 23 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61575160.000000 Penalty: 40476.707031
Iteration 15Q: 20 clusters Score -6.157516e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 61618 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 31626 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 14 contains 118244 members 
Mstep: Class 16 contains 4772 members 
Mstep: Class 17 contains 3573 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 118432 members 
Mstep: Class 21 contains 25824 members 
Mstep: Class 22 contains 110319 members 
Mstep: Class 23 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2051.518555 but Gain 2130.351562
Score: -61577556.000000 Penalty: 38346.355469
Iteration 16Q: 19 clusters Score -6.157756e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 63094 members 
Mstep: Class 3 contains 277 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 5 contains 32520 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 14 contains 118004 members 
Mstep: Class 16 contains 4772 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 20 contains 119424 members 
Mstep: Class 21 contains 25365 members 
Mstep: Class 22 contains 109732 members 
Mstep: Class 23 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61580440.000000 Penalty: 38346.355469
Iteration 17Q: 19 clusters Score -6.158044e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 64212 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 1081 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 14 contains 117134 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 20 contains 119779 members 
Mstep: Class 21 contains 24943 members 
Mstep: Class 22 contains 109124 members 
Mstep: Class 23 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2063.746094 but Gain 2130.351562
Score: -61581936.000000 Penalty: 36216.003906
Iteration 18Q: 18 clusters Score -6.158194e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 65121 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2052 members 
Mstep: Class 5 contains 34761 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 14 contains 116580 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 20 contains 120322 members 
Mstep: Class 21 contains 24572 members 
Mstep: Class 22 contains 108500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584820.000000 Penalty: 36216.003906
Iteration 19Q: 18 clusters Score -6.158482e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 65900 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 35486 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 14 contains 115819 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 20 contains 120490 members 
Mstep: Class 21 contains 24269 members 
Mstep: Class 22 contains 107871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585768.000000 Penalty: 36216.003906
Iteration 20F: 18 clusters Score -6.158577e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 66518 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 36084 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 14 contains 115233 members 
Mstep: Class 16 contains 4802 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 20 contains 120727 members 
Mstep: Class 21 contains 24012 members 
Mstep: Class 22 contains 107133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586064.000000 Penalty: 36216.003906
Iteration 21Q: 18 clusters Score -6.158606e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 67035 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 36573 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2753 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 14 contains 114790 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 20 contains 121010 members 
Mstep: Class 21 contains 23801 members 
Mstep: Class 22 contains 106242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586112.000000 Penalty: 36216.003906
Iteration 22Q: 18 clusters Score -6.158611e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 67502 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 37006 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 14 contains 114373 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 20 contains 121379 members 
Mstep: Class 21 contains 23625 members 
Mstep: Class 22 contains 105169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61585336.000000 Penalty: 36216.003906
Iteration 23Q: 18 clusters Score -6.158534e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 67954 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 37400 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 14 contains 114264 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 20 contains 121689 members 
Mstep: Class 21 contains 23477 members 
Mstep: Class 22 contains 103778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584404.000000 Penalty: 36216.003906
Iteration 24Q: 18 clusters Score -6.15844e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 68340 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 37718 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 2781 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 14 contains 114379 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 6915 members 
Mstep: Class 18 contains 325 members 
Mstep: Class 20 contains 121932 members 
Mstep: Class 21 contains 23353 members 
Mstep: Class 22 contains 102287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584004.000000 Penalty: 36216.003906
Iteration 25Q: 18 clusters Score -6.1584e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 68679 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 14 contains 114515 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121895 members 
Mstep: Class 21 contains 23230 members 
Mstep: Class 22 contains 101123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584188.000000 Penalty: 36216.003906
Iteration 26Q: 18 clusters Score -6.158419e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 68968 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 38253 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 14 contains 114569 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121788 members 
Mstep: Class 21 contains 23122 members 
Mstep: Class 22 contains 100113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61584468.000000 Penalty: 36216.003906
Iteration 27Q: 18 clusters Score -6.158447e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 69235 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 38479 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 14 contains 114459 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121709 members 
Mstep: Class 21 contains 23021 members 
Mstep: Class 22 contains 99238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2066.770020 but Gain 2130.355469
Score: -61584844.000000 Penalty: 34085.648438
Iteration 28Q: 17 clusters Score -6.158484e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 69449 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 39307 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4881 members 
Mstep: Class 14 contains 114405 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 9808 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121660 members 
Mstep: Class 21 contains 22955 members 
Mstep: Class 22 contains 99095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61586596.000000 Penalty: 34085.648438
Iteration 29Q: 17 clusters Score -6.15866e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 69642 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 39566 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 14 contains 114150 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121644 members 
Mstep: Class 21 contains 22854 members 
Mstep: Class 22 contains 98283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61587164.000000 Penalty: 34085.648438
Iteration 30Q: 17 clusters Score -6.158716e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 69792 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 39744 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 14 contains 113840 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121609 members 
Mstep: Class 21 contains 22747 members 
Mstep: Class 22 contains 97655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61587228.000000 Penalty: 34085.648438
Iteration 31Q: 17 clusters Score -6.158723e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 69919 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 39878 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 14 contains 113450 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121583 members 
Mstep: Class 21 contains 22658 members 
Mstep: Class 22 contains 97135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61587396.000000 Penalty: 34085.648438
Iteration 32Q: 17 clusters Score -6.15874e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70028 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 39995 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 14 contains 112990 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 12902 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121566 members 
Mstep: Class 21 contains 22571 members 
Mstep: Class 22 contains 96719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61587560.000000 Penalty: 34085.648438
Iteration 33Q: 17 clusters Score -6.158756e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70130 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 40073 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 14 contains 112520 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 13640 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121601 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 96352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61587872.000000 Penalty: 34085.648438
Iteration 34Q: 17 clusters Score -6.158787e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70197 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 40136 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 14 contains 112099 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121614 members 
Mstep: Class 21 contains 22411 members 
Mstep: Class 22 contains 96026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588124.000000 Penalty: 34085.648438
Iteration 35Q: 17 clusters Score -6.158812e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70268 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 40185 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 14 contains 111697 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 14943 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121611 members 
Mstep: Class 21 contains 22342 members 
Mstep: Class 22 contains 95778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588328.000000 Penalty: 34085.648438
Iteration 36Q: 17 clusters Score -6.158833e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70340 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 40244 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 14 contains 111228 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 15535 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121649 members 
Mstep: Class 21 contains 22285 members 
Mstep: Class 22 contains 95552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588600.000000 Penalty: 34085.648438
Iteration 37Q: 17 clusters Score -6.15886e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70424 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 40298 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 14 contains 110764 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121709 members 
Mstep: Class 21 contains 22229 members 
Mstep: Class 22 contains 95327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588608.000000 Penalty: 34085.648438
Iteration 38Q: 17 clusters Score -6.158861e+07 nChanged 1880
Entering ConstructFrom: 
Score: -61588608.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 2 (70486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Entering Unmasked Estep 
Score: -8976053.000000 Penalty: 1814.015137
	Iteration 0F: 2 clusters Score -8976053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -8929784.000000 Penalty: 3628.030273
	Iteration 0F: 3 clusters Score -8929784 nChanged 33292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -8948930.000000 Penalty: 3628.030273
	Iteration 1F: 3 clusters Score -8948930 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -8949800.000000 Penalty: 3628.030273
	Iteration 2Q: 3 clusters Score -8949800 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -8951216.000000 Penalty: 3628.030273
	Iteration 3Q: 3 clusters Score -8951216 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -8953443.000000 Penalty: 3628.030273
	Iteration 4F: 3 clusters Score -8953443 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -8956932.000000 Penalty: 3628.030273
	Iteration 5F: 3 clusters Score -8956932 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -8961534.000000 Penalty: 3628.030273
	Iteration 6F: 3 clusters Score -8961534 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -8966172.000000 Penalty: 3628.030273
	Iteration 7F: 3 clusters Score -8966172 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -8969826.000000 Penalty: 3628.030273
	Iteration 8F: 3 clusters Score -8969826 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8972059.000000 Penalty: 3628.030273
	Iteration 9Q: 3 clusters Score -8972059 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8973298.000000 Penalty: 3628.030273
	Iteration 10Q: 3 clusters Score -8973298 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8973881.000000 Penalty: 3628.030273
	Iteration 11Q: 3 clusters Score -8973881 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8974157.000000 Penalty: 3628.030273
	Iteration 12Q: 3 clusters Score -8974157 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8974298.000000 Penalty: 3628.030273
	Iteration 13Q: 3 clusters Score -8974298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8974379.000000 Penalty: 3628.030273
	Iteration 14Q: 3 clusters Score -8974379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8974420.000000 Penalty: 3628.030273
	Iteration 15Q: 3 clusters Score -8974420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8974460.000000 Penalty: 3628.030273
	Iteration 16Q: 3 clusters Score -8974460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8974473.000000 Penalty: 3628.030273
	Iteration 17Q: 3 clusters Score -8974473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8974476.000000 Penalty: 3628.030273
	Iteration 18Q: 3 clusters Score -8974476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8974482.000000 Penalty: 3628.030273
	Iteration 19Q: 3 clusters Score -8974482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8974485.000000 Penalty: 3628.030273
	Iteration 20F: 3 clusters Score -8974485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8974487.000000 Penalty: 3628.030273
	Iteration 21Q: 3 clusters Score -8974487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8974487.000000 Penalty: 3628.030273
	Iteration 22Q: 3 clusters Score -8974487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8974484.000000 Penalty: 3628.030273
	Iteration 23Q: 3 clusters Score -8974484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8974484.000000 Penalty: 3628.030273
	Iteration 24F: 3 clusters Score -8974484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -31466.626953 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -31466.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30630.224609 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -30630.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30927.771484 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -30927.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31094.404297 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -31094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31190.792969 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -31190.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31318.974609 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -31318.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31350.238281 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -31350.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31355.734375 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -31355.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31356.662109 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -31356.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31360.074219 Penalty: 1877.736938
	Iteration 8F: 3 clusters Score -31360.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31376.394531 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -31376.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31434.867188 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -31434.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31491.582031 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -31491.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31576.847656 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -31576.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31623.824219 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -31623.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31653.019531 Penalty: 1877.736938
	Iteration 14Q: 3 clusters Score -31653.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31658.605469 Penalty: 1877.736938
	Iteration 15Q: 3 clusters Score -31658.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31664.058594 Penalty: 1877.736938
	Iteration 16F: 3 clusters Score -31664.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31707.298828 Penalty: 1877.736938
	Iteration 17Q: 3 clusters Score -31707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31712.177734 Penalty: 1877.736938
	Iteration 18Q: 3 clusters Score -31712.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31716.416016 Penalty: 1877.736938
	Iteration 19Q: 3 clusters Score -31716.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31717.748047 Penalty: 1877.736938
	Iteration 20F: 3 clusters Score -31717.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 70486 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 40341 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 14 contains 110266 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 16633 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121769 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 95196 members 
Entering Unmasked Estep 
Score: -61587788.000000 Penalty: 36216.003906
Splitting cluster 3 changes total score from -61588608.000000 to -61587788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -179982.718750 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -179982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178239.093750 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -178239.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178515.828125 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -178515.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178599.281250 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -178599.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178644.890625 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -178644.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178673.734375 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -178673.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178692.640625 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -178692.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178710.109375 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -178710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178724.437500 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -178724.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178733.421875 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -178733.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178742.687500 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -178742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178755.156250 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -178755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178760.328125 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -178760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178766.968750 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -178767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178769.515625 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -178769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178773.312500 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -178773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178775.078125 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -178775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -178778.296875 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -178778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178778.953125 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -178779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178779.625000 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -178779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178780.875000 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -178780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178780.875000 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -178780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Entering Unmasked Estep 
Score: -4939861.500000 Penalty: 1723.332520
	Iteration 0F: 2 clusters Score -4939862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4913028.000000 Penalty: 3446.665039
	Iteration 0F: 3 clusters Score -4913028 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4923298.000000 Penalty: 3446.665039
	Iteration 1F: 3 clusters Score -4923298 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4923813.000000 Penalty: 3446.665039
	Iteration 2Q: 3 clusters Score -4923813 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4924520.000000 Penalty: 3446.665039
	Iteration 3Q: 3 clusters Score -4924520 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4925366.500000 Penalty: 3446.665039
	Iteration 4Q: 3 clusters Score -4925366 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4926713.500000 Penalty: 3446.665039
	Iteration 5F: 3 clusters Score -4926714 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4928592.000000 Penalty: 3446.665039
	Iteration 6F: 3 clusters Score -4928592 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4930894.500000 Penalty: 3446.665039
	Iteration 7F: 3 clusters Score -4930894 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4933160.500000 Penalty: 3446.665039
	Iteration 8F: 3 clusters Score -4933160 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4934965.500000 Penalty: 3446.665039
	Iteration 9F: 3 clusters Score -4934966 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4936234.500000 Penalty: 3446.665039
	Iteration 10Q: 3 clusters Score -4936234 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4937077.000000 Penalty: 3446.665039
	Iteration 11Q: 3 clusters Score -4937077 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4937548.500000 Penalty: 3446.665039
	Iteration 12Q: 3 clusters Score -4937548 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4937815.000000 Penalty: 3446.665039
	Iteration 13Q: 3 clusters Score -4937815 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4938024.500000 Penalty: 3446.665039
	Iteration 14Q: 3 clusters Score -4938024 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4938136.000000 Penalty: 3446.665039
	Iteration 15Q: 3 clusters Score -4938136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4938216.000000 Penalty: 3446.665039
	Iteration 16Q: 3 clusters Score -4938216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4938261.500000 Penalty: 3446.665039
	Iteration 17Q: 3 clusters Score -4938262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -4938294.500000 Penalty: 3446.665039
	Iteration 18Q: 3 clusters Score -4938294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4938327.000000 Penalty: 3446.665039
	Iteration 19Q: 3 clusters Score -4938327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4938343.500000 Penalty: 3446.665039
	Iteration 20F: 3 clusters Score -4938344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4938357.000000 Penalty: 3446.665039
	Iteration 21Q: 3 clusters Score -4938357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4938372.000000 Penalty: 3446.665039
	Iteration 22Q: 3 clusters Score -4938372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4938379.500000 Penalty: 3446.665039
	Iteration 23Q: 3 clusters Score -4938380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4938388.000000 Penalty: 3446.665039
	Iteration 24Q: 3 clusters Score -4938388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4938403.000000 Penalty: 3446.665039
	Iteration 25Q: 3 clusters Score -4938403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4938404.500000 Penalty: 3446.665039
	Iteration 26Q: 3 clusters Score -4938404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4938405.000000 Penalty: 3446.665039
	Iteration 27Q: 3 clusters Score -4938405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4938405.000000 Penalty: 3446.665039
	Iteration 28F: 3 clusters Score -4938405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -80824.015625 Penalty: 1072.036133
	Iteration 0F: 2 clusters Score -80824.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79648.468750 Penalty: 2144.072266
	Iteration 0F: 3 clusters Score -79648.47 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79950.562500 Penalty: 2144.072266
	Iteration 1F: 3 clusters Score -79950.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80091.937500 Penalty: 2144.072266
	Iteration 2F: 3 clusters Score -80091.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80191.257812 Penalty: 2144.072266
	Iteration 3F: 3 clusters Score -80191.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80258.265625 Penalty: 2144.072266
	Iteration 4Q: 3 clusters Score -80258.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80277.445312 Penalty: 2144.072266
	Iteration 5Q: 3 clusters Score -80277.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80292.773438 Penalty: 2144.072266
	Iteration 6Q: 3 clusters Score -80292.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80319.960938 Penalty: 2144.072266
	Iteration 7Q: 3 clusters Score -80319.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80334.187500 Penalty: 2144.072266
	Iteration 8Q: 3 clusters Score -80334.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80349.039062 Penalty: 2144.072266
	Iteration 9Q: 3 clusters Score -80349.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80358.945312 Penalty: 2144.072266
	Iteration 10Q: 3 clusters Score -80358.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80376.156250 Penalty: 2144.072266
	Iteration 11Q: 3 clusters Score -80376.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80389.609375 Penalty: 2144.072266
	Iteration 12Q: 3 clusters Score -80389.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80391.875000 Penalty: 2144.072266
	Iteration 13Q: 3 clusters Score -80391.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80393.273438 Penalty: 2144.072266
	Iteration 14Q: 3 clusters Score -80393.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80398.812500 Penalty: 2144.072266
	Iteration 15Q: 3 clusters Score -80398.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80404.648438 Penalty: 2144.072266
	Iteration 16Q: 3 clusters Score -80404.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80406.945312 Penalty: 2144.072266
	Iteration 17Q: 3 clusters Score -80406.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80409.664062 Penalty: 2144.072266
	Iteration 18Q: 3 clusters Score -80409.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80411.359375 Penalty: 2144.072266
	Iteration 19Q: 3 clusters Score -80411.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80411.359375 Penalty: 2144.072266
	Iteration 20F: 3 clusters Score -80411.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -359891.187500 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -359891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -357344.812500 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -357344.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357946.312500 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -357946.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -358076.562500 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -358076.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -358179.406250 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -358179.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -358264.000000 Penalty: 2581.267822
	Iteration 4Q: 3 clusters Score -358264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -358319.375000 Penalty: 2581.267822
	Iteration 5Q: 3 clusters Score -358319.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -358379.531250 Penalty: 2581.267822
	Iteration 6Q: 3 clusters Score -358379.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -358442.468750 Penalty: 2581.267822
	Iteration 7Q: 3 clusters Score -358442.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -358500.937500 Penalty: 2581.267822
	Iteration 8Q: 3 clusters Score -358500.9 nChanged 92
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: -358570.687500 Penalty: 2581.267822
	Iteration 9Q: 3 clusters Score -358570.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -358634.375000 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -358634.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -358693.531250 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -358693.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -358730.125000 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -358730.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -358756.500000 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -358756.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -358778.531250 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -358778.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -358793.937500 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -358793.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -358814.375000 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -358814.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -358832.781250 Penalty: 2581.267822
	Iteration 17Q: 3 clusters Score -358832.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -358848.718750 Penalty: 2581.267822
	Iteration 18Q: 3 clusters Score -358848.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -358857.593750 Penalty: 2581.267822
	Iteration 19Q: 3 clusters Score -358857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -358865.437500 Penalty: 2581.267822
	Iteration 20F: 3 clusters Score -358865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358868.625000 Penalty: 2581.267822
	Iteration 21Q: 3 clusters Score -358868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -358870.250000 Penalty: 2581.267822
	Iteration 22Q: 3 clusters Score -358870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -358873.468750 Penalty: 2581.267822
	Iteration 23Q: 3 clusters Score -358873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -358876.125000 Penalty: 2581.267822
	Iteration 24Q: 3 clusters Score -358876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -358878.687500 Penalty: 2581.267822
	Iteration 25Q: 3 clusters Score -358878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -358882.062500 Penalty: 2581.267822
	Iteration 26Q: 3 clusters Score -358882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -358884.062500 Penalty: 2581.267822
	Iteration 27Q: 3 clusters Score -358884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -358886.093750 Penalty: 2581.267822
	Iteration 28Q: 3 clusters Score -358886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -358887.093750 Penalty: 2581.267822
	Iteration 29Q: 3 clusters Score -358887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -358887.093750 Penalty: 2581.267822
	Iteration 30F: 3 clusters Score -358887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -52808.449219 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -52808.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51732.847656 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -51732.85 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51944.074219 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -51944.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52004.566406 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -52004.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52047.457031 Penalty: 2026.820068
	Iteration 3F: 3 clusters Score -52047.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52090.527344 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -52090.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52135.390625 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -52135.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52207.476562 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -52207.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52272.484375 Penalty: 2026.820068
	Iteration 7Q: 3 clusters Score -52272.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52363.585938 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -52363.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52431.437500 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -52431.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52472.843750 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -52472.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52506.050781 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -52506.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52518.523438 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -52518.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52530.089844 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -52530.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52540.382812 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -52540.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52542.796875 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -52542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52562.390625 Penalty: 2026.820068
	Iteration 16Q: 3 clusters Score -52562.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52571.195312 Penalty: 2026.820068
	Iteration 17Q: 3 clusters Score -52571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52578.230469 Penalty: 2026.820068
	Iteration 18Q: 3 clusters Score -52578.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52579.105469 Penalty: 2026.820068
	Iteration 19Q: 3 clusters Score -52579.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52583.640625 Penalty: 2026.820068
	Iteration 20F: 3 clusters Score -52583.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52592.250000 Penalty: 2026.820068
	Iteration 21Q: 3 clusters Score -52592.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52596.800781 Penalty: 2026.820068
	Iteration 22Q: 3 clusters Score -52596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52599.089844 Penalty: 2026.820068
	Iteration 23Q: 3 clusters Score -52599.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52600.164062 Penalty: 2026.820068
	Iteration 24Q: 3 clusters Score -52600.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52600.164062 Penalty: 2026.820068
	Iteration 25F: 3 clusters Score -52600.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -118862.656250 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -118862.7 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 488 members 
Entering Unmasked Estep 
Score: -117456.179688 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -117456.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117672.085938 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -117672.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117752.242188 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -117752.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117798.125000 Penalty: 2228.350098
	Iteration 3Q: 3 clusters Score -117798.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117823.664062 Penalty: 2228.350098
	Iteration 4Q: 3 clusters Score -117823.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117839.203125 Penalty: 2228.350098
	Iteration 5Q: 3 clusters Score -117839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117848.195312 Penalty: 2228.350098
	Iteration 6Q: 3 clusters Score -117848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117859.257812 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -117859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117867.648438 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -117867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117874.007812 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -117874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117876.812500 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -117876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117879.203125 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -117879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117881.093750 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -117881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117881.648438 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -117881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117882.218750 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -117882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117882.218750 Penalty: 2228.350098
	Iteration 15F: 3 clusters Score -117882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -616941.812500 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -616941.8 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 2424 members 
Entering Unmasked Estep 
Score: -613058.187500 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -613058.2 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -614191.937500 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -614191.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614441.500000 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -614441.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -614600.687500 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -614600.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -614747.812500 Penalty: 2761.190186
	Iteration 4F: 3 clusters Score -614747.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -614888.062500 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -614888.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -615009.625000 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -615009.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -615135.000000 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -615135 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -615231.250000 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -615231.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -615317.437500 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -615317.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -615403.187500 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -615403.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -615482.937500 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -615482.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -615541.437500 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -615541.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -615594.812500 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -615594.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -615631.437500 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -615631.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -615658.625000 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -615658.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -615678.875000 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -615678.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -615692.375000 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -615692.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -615703.875000 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -615703.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -615715.625000 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -615715.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -615723.312500 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -615723.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -615728.000000 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -615728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -615732.812500 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -615732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -615734.687500 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -615734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -615736.875000 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -615736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -615736.750000 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -615736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -615737.812500 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -615737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -615738.437500 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -615738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -615738.437500 Penalty: 2761.190186
	Iteration 28F: 3 clusters Score -615738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Entering Unmasked Estep 
Score: -14022622.000000 Penalty: 1886.730835
	Iteration 0F: 2 clusters Score -1.402262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -13956053.000000 Penalty: 3773.461670
	Iteration 0F: 3 clusters Score -1.395605e+07 nChanged 53023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13987678.000000 Penalty: 3773.461670
	Iteration 1F: 3 clusters Score -1.398768e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -13988982.000000 Penalty: 3773.461670
	Iteration 2Q: 3 clusters Score -1.398898e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -13991009.000000 Penalty: 3773.461670
	Iteration 3Q: 3 clusters Score -1.399101e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -13994019.000000 Penalty: 3773.461670
	Iteration 4F: 3 clusters Score -1.399402e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -13998137.000000 Penalty: 3773.461670
	Iteration 5F: 3 clusters Score -1.399814e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -14002887.000000 Penalty: 3773.461670
	Iteration 6F: 3 clusters Score -1.400289e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -14007197.000000 Penalty: 3773.461670
	Iteration 7F: 3 clusters Score -1.40072e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -14010306.000000 Penalty: 3773.461670
	Iteration 8F: 3 clusters Score -1.401031e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -14012111.000000 Penalty: 3773.461670
	Iteration 9Q: 3 clusters Score -1.401211e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -14012742.000000 Penalty: 3773.461670
	Iteration 10Q: 3 clusters Score -1.401274e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -14013034.000000 Penalty: 3773.461670
	Iteration 11Q: 3 clusters Score -1.401303e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -14013228.000000 Penalty: 3773.461670
	Iteration 12Q: 3 clusters Score -1.401323e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -14013486.000000 Penalty: 3773.461670
	Iteration 13Q: 3 clusters Score -1.401349e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -14013615.000000 Penalty: 3773.461670
	Iteration 14Q: 3 clusters Score -1.401362e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -14013693.000000 Penalty: 3773.461670
	Iteration 15Q: 3 clusters Score -1.401369e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -14013872.000000 Penalty: 3773.461670
	Iteration 16Q: 3 clusters Score -1.401387e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -14014086.000000 Penalty: 3773.461670
	Iteration 17Q: 3 clusters Score -1.401409e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -14014282.000000 Penalty: 3773.461670
	Iteration 18Q: 3 clusters Score -1.401428e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -14014485.000000 Penalty: 3773.461670
	Iteration 19Q: 3 clusters Score -1.401448e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -14014659.000000 Penalty: 3773.461670
	Iteration 20F: 3 clusters Score -1.401466e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -14014896.000000 Penalty: 3773.461670
	Iteration 21Q: 3 clusters Score -1.40149e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -14015166.000000 Penalty: 3773.461670
	Iteration 22Q: 3 clusters Score -1.401517e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -14015503.000000 Penalty: 3773.461670
	Iteration 23Q: 3 clusters Score -1.40155e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -14015810.000000 Penalty: 3773.461670
	Iteration 24Q: 3 clusters Score -1.401581e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -14016129.000000 Penalty: 3773.461670
	Iteration 25Q: 3 clusters Score -1.401613e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -14016244.000000 Penalty: 3773.461670
	Iteration 26Q: 3 clusters Score -1.401624e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -14016521.000000 Penalty: 3773.461670
	Iteration 27Q: 3 clusters Score -1.401652e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -14016785.000000 Penalty: 3773.461670
	Iteration 28Q: 3 clusters Score -1.401678e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -14017108.000000 Penalty: 3773.461670
	Iteration 29Q: 3 clusters Score -1.401711e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -14017431.000000 Penalty: 3773.461670
	Iteration 30Q: 3 clusters Score -1.401743e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -14017680.000000 Penalty: 3773.461670
	Iteration 31Q: 3 clusters Score -1.401768e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -14017856.000000 Penalty: 3773.461670
	Iteration 32Q: 3 clusters Score -1.401786e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -14018046.000000 Penalty: 3773.461670
	Iteration 33Q: 3 clusters Score -1.401805e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -14018272.000000 Penalty: 3773.461670
	Iteration 34Q: 3 clusters Score -1.401827e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -14018447.000000 Penalty: 3773.461670
	Iteration 35Q: 3 clusters Score -1.401845e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -14018493.000000 Penalty: 3773.461670
	Iteration 36Q: 3 clusters Score -1.401849e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -14018577.000000 Penalty: 3773.461670
	Iteration 37Q: 3 clusters Score -1.401858e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -14018681.000000 Penalty: 3773.461670
	Iteration 38Q: 3 clusters Score -1.401868e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -14018790.000000 Penalty: 3773.461670
	Iteration 39Q: 3 clusters Score -1.401879e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -14019004.000000 Penalty: 3773.461670
	Iteration 40F: 3 clusters Score -1.4019e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -14019048.000000 Penalty: 3773.461670
	Iteration 41Q: 3 clusters Score -1.401905e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -14019172.000000 Penalty: 3773.461670
	Iteration 42Q: 3 clusters Score -1.401917e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -14019134.000000 Penalty: 3773.461670
	Iteration 43Q: 3 clusters Score -1.401913e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -14019195.000000 Penalty: 3773.461670
	Iteration 44Q: 3 clusters Score -1.40192e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -14019339.000000 Penalty: 3773.461670
	Iteration 45Q: 3 clusters Score -1.401934e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -14019329.000000 Penalty: 3773.461670
	Iteration 46Q: 3 clusters Score -1.401933e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -14019391.000000 Penalty: 3773.461670
	Iteration 47Q: 3 clusters Score -1.401939e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -14019386.000000 Penalty: 3773.461670
	Iteration 48Q: 3 clusters Score -1.401939e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -14019471.000000 Penalty: 3773.461670
	Iteration 49Q: 3 clusters Score -1.401947e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -14019495.000000 Penalty: 3773.461670
	Iteration 50Q: 3 clusters Score -1.40195e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -14019493.000000 Penalty: 3773.461670
	Iteration 51Q: 3 clusters Score -1.401949e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -14019451.000000 Penalty: 3773.461670
	Iteration 52Q: 3 clusters Score -1.401945e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -14019515.000000 Penalty: 3773.461670
	Iteration 53Q: 3 clusters Score -1.401952e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -14019521.000000 Penalty: 3773.461670
	Iteration 54Q: 3 clusters Score -1.401952e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -14019469.000000 Penalty: 3773.461670
	Iteration 55Q: 3 clusters Score -1.401947e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -14019526.000000 Penalty: 3773.461670
	Iteration 56Q: 3 clusters Score -1.401953e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -14019643.000000 Penalty: 3773.461670
	Iteration 57Q: 3 clusters Score -1.401964e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -14019662.000000 Penalty: 3773.461670
	Iteration 58Q: 3 clusters Score -1.401966e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -14019741.000000 Penalty: 3773.461670
	Iteration 59Q: 3 clusters Score -1.401974e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -14019876.000000 Penalty: 3773.461670
	Iteration 60F: 3 clusters Score -1.401988e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -14019965.000000 Penalty: 3773.461670
	Iteration 61Q: 3 clusters Score -1.401996e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -14019996.000000 Penalty: 3773.461670
	Iteration 62Q: 3 clusters Score -1.402e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -14020052.000000 Penalty: 3773.461670
	Iteration 63Q: 3 clusters Score -1.402005e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -14020159.000000 Penalty: 3773.461670
	Iteration 64Q: 3 clusters Score -1.402016e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -14020196.000000 Penalty: 3773.461670
	Iteration 65Q: 3 clusters Score -1.40202e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -14020233.000000 Penalty: 3773.461670
	Iteration 66Q: 3 clusters Score -1.402023e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -14020260.000000 Penalty: 3773.461670
	Iteration 67Q: 3 clusters Score -1.402026e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -14020264.000000 Penalty: 3773.461670
	Iteration 68Q: 3 clusters Score -1.402026e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -14020318.000000 Penalty: 3773.461670
	Iteration 69Q: 3 clusters Score -1.402032e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -14020370.000000 Penalty: 3773.461670
	Iteration 70Q: 3 clusters Score -1.402037e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -14020361.000000 Penalty: 3773.461670
	Iteration 71Q: 3 clusters Score -1.402036e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -14020334.000000 Penalty: 3773.461670
	Iteration 72Q: 3 clusters Score -1.402033e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -14020347.000000 Penalty: 3773.461670
	Iteration 73Q: 3 clusters Score -1.402035e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -14020391.000000 Penalty: 3773.461670
	Iteration 74Q: 3 clusters Score -1.402039e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -14020493.000000 Penalty: 3773.461670
	Iteration 75Q: 3 clusters Score -1.402049e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -14020479.000000 Penalty: 3773.461670
	Iteration 76Q: 3 clusters Score -1.402048e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -14020495.000000 Penalty: 3773.461670
	Iteration 77Q: 3 clusters Score -1.40205e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -14020530.000000 Penalty: 3773.461670
	Iteration 78Q: 3 clusters Score -1.402053e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -14020583.000000 Penalty: 3773.461670
	Iteration 79Q: 3 clusters Score -1.402058e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -14020575.000000 Penalty: 3773.461670
	Iteration 80F: 3 clusters Score -1.402058e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -14020658.000000 Penalty: 3773.461670
	Iteration 81Q: 3 clusters Score -1.402066e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -14020700.000000 Penalty: 3773.461670
	Iteration 82Q: 3 clusters Score -1.40207e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -14020762.000000 Penalty: 3773.461670
	Iteration 83Q: 3 clusters Score -1.402076e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -14020853.000000 Penalty: 3773.461670
	Iteration 84Q: 3 clusters Score -1.402085e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -14020864.000000 Penalty: 3773.461670
	Iteration 85Q: 3 clusters Score -1.402086e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -14020902.000000 Penalty: 3773.461670
	Iteration 86Q: 3 clusters Score -1.40209e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -14020936.000000 Penalty: 3773.461670
	Iteration 87Q: 3 clusters Score -1.402094e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -14020982.000000 Penalty: 3773.461670
	Iteration 88Q: 3 clusters Score -1.402098e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -14021063.000000 Penalty: 3773.461670
	Iteration 89Q: 3 clusters Score -1.402106e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -14021118.000000 Penalty: 3773.461670
	Iteration 90Q: 3 clusters Score -1.402112e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -14021132.000000 Penalty: 3773.461670
	Iteration 91Q: 3 clusters Score -1.402113e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -14021136.000000 Penalty: 3773.461670
	Iteration 92Q: 3 clusters Score -1.402114e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -14021207.000000 Penalty: 3773.461670
	Iteration 93Q: 3 clusters Score -1.402121e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -14021271.000000 Penalty: 3773.461670
	Iteration 94Q: 3 clusters Score -1.402127e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -14021397.000000 Penalty: 3773.461670
	Iteration 95Q: 3 clusters Score -1.40214e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -14021466.000000 Penalty: 3773.461670
	Iteration 96Q: 3 clusters Score -1.402147e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -14021494.000000 Penalty: 3773.461670
	Iteration 97Q: 3 clusters Score -1.402149e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -14021569.000000 Penalty: 3773.461670
	Iteration 98Q: 3 clusters Score -1.402157e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -14021616.000000 Penalty: 3773.461670
	Iteration 99Q: 3 clusters Score -1.402162e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -14021672.000000 Penalty: 3773.461670
	Iteration 100F: 3 clusters Score -1.402167e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -14021717.000000 Penalty: 3773.461670
	Iteration 101Q: 3 clusters Score -1.402172e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -14021694.000000 Penalty: 3773.461670
	Iteration 102Q: 3 clusters Score -1.402169e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -14021716.000000 Penalty: 3773.461670
	Iteration 103Q: 3 clusters Score -1.402172e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14021736.000000 Penalty: 3773.461670
	Iteration 104Q: 3 clusters Score -1.402174e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14021754.000000 Penalty: 3773.461670
	Iteration 105Q: 3 clusters Score -1.402175e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -14021808.000000 Penalty: 3773.461670
	Iteration 106Q: 3 clusters Score -1.402181e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -14021823.000000 Penalty: 3773.461670
	Iteration 107Q: 3 clusters Score -1.402182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14021856.000000 Penalty: 3773.461670
	Iteration 108Q: 3 clusters Score -1.402186e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -14021898.000000 Penalty: 3773.461670
	Iteration 109Q: 3 clusters Score -1.40219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -14021914.000000 Penalty: 3773.461670
	Iteration 110Q: 3 clusters Score -1.402191e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -14021915.000000 Penalty: 3773.461670
	Iteration 111Q: 3 clusters Score -1.402192e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -14021938.000000 Penalty: 3773.461670
	Iteration 112Q: 3 clusters Score -1.402194e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -14021950.000000 Penalty: 3773.461670
	Iteration 113Q: 3 clusters Score -1.402195e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -14021964.000000 Penalty: 3773.461670
	Iteration 114Q: 3 clusters Score -1.402196e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -14021958.000000 Penalty: 3773.461670
	Iteration 115Q: 3 clusters Score -1.402196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107521 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14021981.000000 Penalty: 3773.461670
	Iteration 116Q: 3 clusters Score -1.402198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -14021976.000000 Penalty: 3773.461670
	Iteration 117Q: 3 clusters Score -1.402198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -14021980.000000 Penalty: 3773.461670
	Iteration 118Q: 3 clusters Score -1.402198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -14021984.000000 Penalty: 3773.461670
	Iteration 119Q: 3 clusters Score -1.402198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -14021988.000000 Penalty: 3773.461670
	Iteration 120F: 3 clusters Score -1.402199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -14021991.000000 Penalty: 3773.461670
	Iteration 121Q: 3 clusters Score -1.402199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -14021995.000000 Penalty: 3773.461670
	Iteration 122Q: 3 clusters Score -1.4022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -14021971.000000 Penalty: 3773.461670
	Iteration 123Q: 3 clusters Score -1.402197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14021972.000000 Penalty: 3773.461670
	Iteration 124Q: 3 clusters Score -1.402197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14021978.000000 Penalty: 3773.461670
	Iteration 125Q: 3 clusters Score -1.402198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14021976.000000 Penalty: 3773.461670
	Iteration 126Q: 3 clusters Score -1.402198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14021994.000000 Penalty: 3773.461670
	Iteration 127Q: 3 clusters Score -1.402199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -14022018.000000 Penalty: 3773.461670
	Iteration 128Q: 3 clusters Score -1.402202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -14021999.000000 Penalty: 3773.461670
	Iteration 129Q: 3 clusters Score -1.4022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14022006.000000 Penalty: 3773.461670
	Iteration 130Q: 3 clusters Score -1.402201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14022026.000000 Penalty: 3773.461670
	Iteration 131Q: 3 clusters Score -1.402203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14022021.000000 Penalty: 3773.461670
	Iteration 132Q: 3 clusters Score -1.402202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14022016.000000 Penalty: 3773.461670
	Iteration 133Q: 3 clusters Score -1.402202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14022000.000000 Penalty: 3773.461670
	Iteration 134Q: 3 clusters Score -1.4022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14022007.000000 Penalty: 3773.461670
	Iteration 135Q: 3 clusters Score -1.402201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14022011.000000 Penalty: 3773.461670
	Iteration 136Q: 3 clusters Score -1.402201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -14022006.000000 Penalty: 3773.461670
	Iteration 137Q: 3 clusters Score -1.402201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14021996.000000 Penalty: 3773.461670
	Iteration 138Q: 3 clusters Score -1.4022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108108 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -14021983.000000 Penalty: 3773.461670
	Iteration 139Q: 3 clusters Score -1.402198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14021990.000000 Penalty: 3773.461670
	Iteration 140F: 3 clusters Score -1.402199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14021986.000000 Penalty: 3773.461670
	Iteration 141Q: 3 clusters Score -1.402199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -14021988.000000 Penalty: 3773.461670
	Iteration 142Q: 3 clusters Score -1.402199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14021998.000000 Penalty: 3773.461670
	Iteration 143Q: 3 clusters Score -1.4022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14022012.000000 Penalty: 3773.461670
	Iteration 144Q: 3 clusters Score -1.402201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -14022006.000000 Penalty: 3773.461670
	Iteration 145Q: 3 clusters Score -1.402201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14022000.000000 Penalty: 3773.461670
	Iteration 146Q: 3 clusters Score -1.4022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108161 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -14022008.000000 Penalty: 3773.461670
	Iteration 147Q: 3 clusters Score -1.402201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -14021999.000000 Penalty: 3773.461670
	Iteration 148Q: 3 clusters Score -1.4022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14021999.000000 Penalty: 3773.461670
	Iteration 149Q: 3 clusters Score -1.4022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14021999.000000 Penalty: 3773.461670
	Iteration 150F: 3 clusters Score -1.4022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -562234.312500 Penalty: 1377.105225
	Iteration 0F: 2 clusters Score -562234.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -558391.812500 Penalty: 2754.210449
	Iteration 0F: 3 clusters Score -558391.8 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -559583.000000 Penalty: 2754.210449
	Iteration 1F: 3 clusters Score -559583 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -559831.375000 Penalty: 2754.210449
	Iteration 2F: 3 clusters Score -559831.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -560099.625000 Penalty: 2754.210449
	Iteration 3F: 3 clusters Score -560099.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -560376.437500 Penalty: 2754.210449
	Iteration 4F: 3 clusters Score -560376.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -560605.812500 Penalty: 2754.210449
	Iteration 5F: 3 clusters Score -560605.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -560825.187500 Penalty: 2754.210449
	Iteration 6F: 3 clusters Score -560825.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -561035.125000 Penalty: 2754.210449
	Iteration 7F: 3 clusters Score -561035.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -561176.750000 Penalty: 2754.210449
	Iteration 8Q: 3 clusters Score -561176.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -561265.937500 Penalty: 2754.210449
	Iteration 9Q: 3 clusters Score -561265.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -561320.875000 Penalty: 2754.210449
	Iteration 10Q: 3 clusters Score -561320.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -561355.687500 Penalty: 2754.210449
	Iteration 11Q: 3 clusters Score -561355.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -561375.375000 Penalty: 2754.210449
	Iteration 12Q: 3 clusters Score -561375.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -561391.250000 Penalty: 2754.210449
	Iteration 13Q: 3 clusters Score -561391.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -561399.625000 Penalty: 2754.210449
	Iteration 14Q: 3 clusters Score -561399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -561405.750000 Penalty: 2754.210449
	Iteration 15Q: 3 clusters Score -561405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -561410.187500 Penalty: 2754.210449
	Iteration 16Q: 3 clusters Score -561410.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -561412.312500 Penalty: 2754.210449
	Iteration 17Q: 3 clusters Score -561412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -561416.937500 Penalty: 2754.210449
	Iteration 18Q: 3 clusters Score -561416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -561422.812500 Penalty: 2754.210449
	Iteration 19Q: 3 clusters Score -561422.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -561429.625000 Penalty: 2754.210449
	Iteration 20F: 3 clusters Score -561429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -561434.250000 Penalty: 2754.210449
	Iteration 21Q: 3 clusters Score -561434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -561436.312500 Penalty: 2754.210449
	Iteration 22Q: 3 clusters Score -561436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -561438.562500 Penalty: 2754.210449
	Iteration 23Q: 3 clusters Score -561438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -561442.187500 Penalty: 2754.210449
	Iteration 24Q: 3 clusters Score -561442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -561443.187500 Penalty: 2754.210449
	Iteration 25Q: 3 clusters Score -561443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -561446.250000 Penalty: 2754.210449
	Iteration 26Q: 3 clusters Score -561446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -561447.437500 Penalty: 2754.210449
	Iteration 27Q: 3 clusters Score -561447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -561449.375000 Penalty: 2754.210449
	Iteration 28Q: 3 clusters Score -561449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -561450.937500 Penalty: 2754.210449
	Iteration 29Q: 3 clusters Score -561450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -561454.500000 Penalty: 2754.210449
	Iteration 30Q: 3 clusters Score -561454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -561455.875000 Penalty: 2754.210449
	Iteration 31Q: 3 clusters Score -561455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -561456.187500 Penalty: 2754.210449
	Iteration 32Q: 3 clusters Score -561456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -561456.375000 Penalty: 2754.210449
	Iteration 33Q: 3 clusters Score -561456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -561455.125000 Penalty: 2754.210449
	Iteration 34Q: 3 clusters Score -561455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -561455.125000 Penalty: 2754.210449
	Iteration 35F: 3 clusters Score -561455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Entering Unmasked Estep 
Score: -2120026.000000 Penalty: 1579.360840
	Iteration 0F: 2 clusters Score -2120026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2108659.750000 Penalty: 3158.721680
	Iteration 0F: 3 clusters Score -2108660 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2112617.250000 Penalty: 3158.721680
	Iteration 1F: 3 clusters Score -2112617 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2112875.500000 Penalty: 3158.721680
	Iteration 2Q: 3 clusters Score -2112876 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2113080.250000 Penalty: 3158.721680
	Iteration 3Q: 3 clusters Score -2113080 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2113270.500000 Penalty: 3158.721680
	Iteration 4Q: 3 clusters Score -2113270 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2113443.000000 Penalty: 3158.721680
	Iteration 5Q: 3 clusters Score -2113443 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2113595.500000 Penalty: 3158.721680
	Iteration 6Q: 3 clusters Score -2113596 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2113765.000000 Penalty: 3158.721680
	Iteration 7Q: 3 clusters Score -2113765 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2113983.750000 Penalty: 3158.721680
	Iteration 8Q: 3 clusters Score -2113984 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2114211.000000 Penalty: 3158.721680
	Iteration 9Q: 3 clusters Score -2114211 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2114425.500000 Penalty: 3158.721680
	Iteration 10Q: 3 clusters Score -2114426 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2114636.000000 Penalty: 3158.721680
	Iteration 11Q: 3 clusters Score -2114636 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2114841.500000 Penalty: 3158.721680
	Iteration 12Q: 3 clusters Score -2114842 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2115042.750000 Penalty: 3158.721680
	Iteration 13Q: 3 clusters Score -2115043 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2115256.750000 Penalty: 3158.721680
	Iteration 14Q: 3 clusters Score -2115257 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2115501.750000 Penalty: 3158.721680
	Iteration 15Q: 3 clusters Score -2115502 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2115840.250000 Penalty: 3158.721680
	Iteration 16Q: 3 clusters Score -2115840 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2116233.250000 Penalty: 3158.721680
	Iteration 17Q: 3 clusters Score -2116233 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2116681.500000 Penalty: 3158.721680
	Iteration 18Q: 3 clusters Score -2116682 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2117156.000000 Penalty: 3158.721680
	Iteration 19Q: 3 clusters Score -2117156 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2117571.750000 Penalty: 3158.721680
	Iteration 20F: 3 clusters Score -2117572 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2117906.500000 Penalty: 3158.721680
	Iteration 21Q: 3 clusters Score -2117906 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2118147.750000 Penalty: 3158.721680
	Iteration 22Q: 3 clusters Score -2118148 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2118291.500000 Penalty: 3158.721680
	Iteration 23Q: 3 clusters Score -2118292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2118368.500000 Penalty: 3158.721680
	Iteration 24Q: 3 clusters Score -2118368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2118437.750000 Penalty: 3158.721680
	Iteration 25Q: 3 clusters Score -2118438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2118498.500000 Penalty: 3158.721680
	Iteration 26Q: 3 clusters Score -2118498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2118543.000000 Penalty: 3158.721680
	Iteration 27Q: 3 clusters Score -2118543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2118584.000000 Penalty: 3158.721680
	Iteration 28Q: 3 clusters Score -2118584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2118608.750000 Penalty: 3158.721680
	Iteration 29Q: 3 clusters Score -2118609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2118638.250000 Penalty: 3158.721680
	Iteration 30Q: 3 clusters Score -2118638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2118658.000000 Penalty: 3158.721680
	Iteration 31Q: 3 clusters Score -2118658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2118676.750000 Penalty: 3158.721680
	Iteration 32Q: 3 clusters Score -2118677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2118684.750000 Penalty: 3158.721680
	Iteration 33Q: 3 clusters Score -2118685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2118688.750000 Penalty: 3158.721680
	Iteration 34Q: 3 clusters Score -2118689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2118687.500000 Penalty: 3158.721680
	Iteration 35Q: 3 clusters Score -2118688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2118691.000000 Penalty: 3158.721680
	Iteration 36Q: 3 clusters Score -2118691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2118693.250000 Penalty: 3158.721680
	Iteration 37Q: 3 clusters Score -2118693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2118696.500000 Penalty: 3158.721680
	Iteration 38Q: 3 clusters Score -2118696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2118701.750000 Penalty: 3158.721680
	Iteration 39Q: 3 clusters Score -2118702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2118703.250000 Penalty: 3158.721680
	Iteration 40F: 3 clusters Score -2118703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2118705.750000 Penalty: 3158.721680
	Iteration 41Q: 3 clusters Score -2118706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2118710.500000 Penalty: 3158.721680
	Iteration 42Q: 3 clusters Score -2118710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2118712.250000 Penalty: 3158.721680
	Iteration 43Q: 3 clusters Score -2118712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2118713.250000 Penalty: 3158.721680
	Iteration 44Q: 3 clusters Score -2118713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2118713.250000 Penalty: 3158.721680
	Iteration 45F: 3 clusters Score -2118713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -22248.263672 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -22248.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21561.191406 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -21561.19 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21983.916016 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -21983.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22319.099609 Penalty: 1878.741699
	Iteration 2F: 3 clusters Score -22319.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22431.169922 Penalty: 1878.741699
	Iteration 3F: 3 clusters Score -22431.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22456.808594 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -22456.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22471.753906 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -22471.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22489.316406 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -22489.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22493.765625 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -22493.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22493.765625 Penalty: 1878.741699
	Iteration 8F: 3 clusters Score -22493.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70486 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 40341 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 14 contains 110266 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 16633 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 20 contains 121769 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 95196 members 
Entering Unmasked Estep 
Score: -61587772.000000 Penalty: 36216.003906
Splitting cluster 18 changes total score from -61588608.000000 to -61587772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (121769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Entering Unmasked Estep 
Score: -15515409.000000 Penalty: 1902.855591
	Iteration 0F: 2 clusters Score -1.551541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -15455037.000000 Penalty: 3805.711182
	Iteration 0F: 3 clusters Score -1.545504e+07 nChanged 58630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -15489564.000000 Penalty: 3805.711182
	Iteration 1F: 3 clusters Score -1.548956e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -15490444.000000 Penalty: 3805.711182
	Iteration 2Q: 3 clusters Score -1.549044e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -15491650.000000 Penalty: 3805.711182
	Iteration 3Q: 3 clusters Score -1.549165e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -15493309.000000 Penalty: 3805.711182
	Iteration 4Q: 3 clusters Score -1.549331e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -15495559.000000 Penalty: 3805.711182
	Iteration 5F: 3 clusters Score -1.549556e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -15499043.000000 Penalty: 3805.711182
	Iteration 6F: 3 clusters Score -1.549904e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -15503282.000000 Penalty: 3805.711182
	Iteration 7F: 3 clusters Score -1.550328e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -15507509.000000 Penalty: 3805.711182
	Iteration 8F: 3 clusters Score -1.550751e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -15510286.000000 Penalty: 3805.711182
	Iteration 9Q: 3 clusters Score -1.551029e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -15511441.000000 Penalty: 3805.711182
	Iteration 10Q: 3 clusters Score -1.551144e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -15511543.000000 Penalty: 3805.711182
	Iteration 11Q: 3 clusters Score -1.551154e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -15511432.000000 Penalty: 3805.711182
	Iteration 12Q: 3 clusters Score -1.551143e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -15511251.000000 Penalty: 3805.711182
	Iteration 13Q: 3 clusters Score -1.551125e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -15511241.000000 Penalty: 3805.711182
	Iteration 14Q: 3 clusters Score -1.551124e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -15511199.000000 Penalty: 3805.711182
	Iteration 15Q: 3 clusters Score -1.55112e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -15511088.000000 Penalty: 3805.711182
	Iteration 16Q: 3 clusters Score -1.551109e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -15511156.000000 Penalty: 3805.711182
	Iteration 17Q: 3 clusters Score -1.551116e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -15511229.000000 Penalty: 3805.711182
	Iteration 18Q: 3 clusters Score -1.551123e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -15511456.000000 Penalty: 3805.711182
	Iteration 19Q: 3 clusters Score -1.551146e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -15511848.000000 Penalty: 3805.711182
	Iteration 20F: 3 clusters Score -1.551185e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -15512012.000000 Penalty: 3805.711182
	Iteration 21Q: 3 clusters Score -1.551201e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -15512385.000000 Penalty: 3805.711182
	Iteration 22Q: 3 clusters Score -1.551238e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -15512712.000000 Penalty: 3805.711182
	Iteration 23Q: 3 clusters Score -1.551271e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -15513121.000000 Penalty: 3805.711182
	Iteration 24Q: 3 clusters Score -1.551312e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -15513347.000000 Penalty: 3805.711182
	Iteration 25Q: 3 clusters Score -1.551335e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -15513576.000000 Penalty: 3805.711182
	Iteration 26Q: 3 clusters Score -1.551358e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -15513784.000000 Penalty: 3805.711182
	Iteration 27Q: 3 clusters Score -1.551378e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -15514005.000000 Penalty: 3805.711182
	Iteration 28Q: 3 clusters Score -1.5514e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -15514385.000000 Penalty: 3805.711182
	Iteration 29Q: 3 clusters Score -1.551438e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -15514318.000000 Penalty: 3805.711182
	Iteration 30Q: 3 clusters Score -1.551432e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -15514371.000000 Penalty: 3805.711182
	Iteration 31Q: 3 clusters Score -1.551437e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -15514411.000000 Penalty: 3805.711182
	Iteration 32Q: 3 clusters Score -1.551441e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -15514346.000000 Penalty: 3805.711182
	Iteration 33Q: 3 clusters Score -1.551435e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -15514302.000000 Penalty: 3805.711182
	Iteration 34Q: 3 clusters Score -1.55143e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -15514378.000000 Penalty: 3805.711182
	Iteration 35Q: 3 clusters Score -1.551438e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -15514301.000000 Penalty: 3805.711182
	Iteration 36Q: 3 clusters Score -1.55143e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -15514265.000000 Penalty: 3805.711182
	Iteration 37Q: 3 clusters Score -1.551426e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -15513975.000000 Penalty: 3805.711182
	Iteration 38Q: 3 clusters Score -1.551398e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -15513756.000000 Penalty: 3805.711182
	Iteration 39Q: 3 clusters Score -1.551376e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -15515390.000000 Penalty: 3805.711182
	Iteration 40F: 3 clusters Score -1.551539e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -15516130.000000 Penalty: 3805.711182
	Iteration 41Q: 3 clusters Score -1.551613e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -15516608.000000 Penalty: 3805.711182
	Iteration 42Q: 3 clusters Score -1.551661e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -15517498.000000 Penalty: 3805.711182
	Iteration 43Q: 3 clusters Score -1.55175e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -15517647.000000 Penalty: 3805.711182
	Iteration 44Q: 3 clusters Score -1.551765e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -15517642.000000 Penalty: 3805.711182
	Iteration 45Q: 3 clusters Score -1.551764e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111240 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -15517454.000000 Penalty: 3805.711182
	Iteration 46Q: 3 clusters Score -1.551745e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -15517285.000000 Penalty: 3805.711182
	Iteration 47Q: 3 clusters Score -1.551728e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -15517054.000000 Penalty: 3805.711182
	Iteration 48Q: 3 clusters Score -1.551705e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -15516794.000000 Penalty: 3805.711182
	Iteration 49Q: 3 clusters Score -1.551679e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -15516600.000000 Penalty: 3805.711182
	Iteration 50Q: 3 clusters Score -1.55166e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -15516309.000000 Penalty: 3805.711182
	Iteration 51Q: 3 clusters Score -1.551631e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -15516101.000000 Penalty: 3805.711182
	Iteration 52Q: 3 clusters Score -1.55161e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -15515881.000000 Penalty: 3805.711182
	Iteration 53Q: 3 clusters Score -1.551588e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -15515679.000000 Penalty: 3805.711182
	Iteration 54Q: 3 clusters Score -1.551568e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -15515497.000000 Penalty: 3805.711182
	Iteration 55Q: 3 clusters Score -1.55155e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -15515372.000000 Penalty: 3805.711182
	Iteration 56Q: 3 clusters Score -1.551537e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117296 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -15515296.000000 Penalty: 3805.711182
	Iteration 57Q: 3 clusters Score -1.55153e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -15515230.000000 Penalty: 3805.711182
	Iteration 58Q: 3 clusters Score -1.551523e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -15515195.000000 Penalty: 3805.711182
	Iteration 59Q: 3 clusters Score -1.55152e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118151 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -15515081.000000 Penalty: 3805.711182
	Iteration 60F: 3 clusters Score -1.551508e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -15515018.000000 Penalty: 3805.711182
	Iteration 61Q: 3 clusters Score -1.551502e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15514926.000000 Penalty: 3805.711182
	Iteration 62Q: 3 clusters Score -1.551493e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -15514789.000000 Penalty: 3805.711182
	Iteration 63Q: 3 clusters Score -1.551479e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15514670.000000 Penalty: 3805.711182
	Iteration 64Q: 3 clusters Score -1.551467e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15514660.000000 Penalty: 3805.711182
	Iteration 65Q: 3 clusters Score -1.551466e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15514602.000000 Penalty: 3805.711182
	Iteration 66Q: 3 clusters Score -1.55146e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15514548.000000 Penalty: 3805.711182
	Iteration 67Q: 3 clusters Score -1.551455e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15514529.000000 Penalty: 3805.711182
	Iteration 68Q: 3 clusters Score -1.551453e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -15514513.000000 Penalty: 3805.711182
	Iteration 69Q: 3 clusters Score -1.551451e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15514504.000000 Penalty: 3805.711182
	Iteration 70Q: 3 clusters Score -1.55145e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15514492.000000 Penalty: 3805.711182
	Iteration 71Q: 3 clusters Score -1.551449e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15514445.000000 Penalty: 3805.711182
	Iteration 72Q: 3 clusters Score -1.551444e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15514387.000000 Penalty: 3805.711182
	Iteration 73Q: 3 clusters Score -1.551439e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15514395.000000 Penalty: 3805.711182
	Iteration 74Q: 3 clusters Score -1.55144e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15514387.000000 Penalty: 3805.711182
	Iteration 75Q: 3 clusters Score -1.551439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15514364.000000 Penalty: 3805.711182
	Iteration 76Q: 3 clusters Score -1.551436e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120616 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15514367.000000 Penalty: 3805.711182
	Iteration 77Q: 3 clusters Score -1.551437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15514349.000000 Penalty: 3805.711182
	Iteration 78Q: 3 clusters Score -1.551435e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120679 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -15514361.000000 Penalty: 3805.711182
	Iteration 79Q: 3 clusters Score -1.551436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120707 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -15514346.000000 Penalty: 3805.711182
	Iteration 80F: 3 clusters Score -1.551435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15514345.000000 Penalty: 3805.711182
	Iteration 81Q: 3 clusters Score -1.551434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120748 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15514339.000000 Penalty: 3805.711182
	Iteration 82Q: 3 clusters Score -1.551434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -15514330.000000 Penalty: 3805.711182
	Iteration 83Q: 3 clusters Score -1.551433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15514340.000000 Penalty: 3805.711182
	Iteration 84Q: 3 clusters Score -1.551434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15514329.000000 Penalty: 3805.711182
	Iteration 85Q: 3 clusters Score -1.551433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15514322.000000 Penalty: 3805.711182
	Iteration 86Q: 3 clusters Score -1.551432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15514308.000000 Penalty: 3805.711182
	Iteration 87Q: 3 clusters Score -1.551431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15514292.000000 Penalty: 3805.711182
	Iteration 88Q: 3 clusters Score -1.551429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15514304.000000 Penalty: 3805.711182
	Iteration 89Q: 3 clusters Score -1.55143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15514303.000000 Penalty: 3805.711182
	Iteration 90Q: 3 clusters Score -1.55143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120923 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15514304.000000 Penalty: 3805.711182
	Iteration 91Q: 3 clusters Score -1.55143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15514304.000000 Penalty: 3805.711182
	Iteration 92Q: 3 clusters Score -1.55143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120938 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15514308.000000 Penalty: 3805.711182
	Iteration 93Q: 3 clusters Score -1.551431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15514295.000000 Penalty: 3805.711182
	Iteration 94Q: 3 clusters Score -1.55143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120947 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15514295.000000 Penalty: 3805.711182
	Iteration 95Q: 3 clusters Score -1.55143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15514290.000000 Penalty: 3805.711182
	Iteration 96Q: 3 clusters Score -1.551429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15514294.000000 Penalty: 3805.711182
	Iteration 97Q: 3 clusters Score -1.551429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15514292.000000 Penalty: 3805.711182
	Iteration 98Q: 3 clusters Score -1.551429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15514285.000000 Penalty: 3805.711182
	Iteration 99Q: 3 clusters Score -1.551428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15514271.000000 Penalty: 3805.711182
	Iteration 100F: 3 clusters Score -1.551427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15514275.000000 Penalty: 3805.711182
	Iteration 101Q: 3 clusters Score -1.551428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15514284.000000 Penalty: 3805.711182
	Iteration 102Q: 3 clusters Score -1.551428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -15514277.000000 Penalty: 3805.711182
	Iteration 103Q: 3 clusters Score -1.551428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -15514287.000000 Penalty: 3805.711182
	Iteration 104Q: 3 clusters Score -1.551429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15514285.000000 Penalty: 3805.711182
	Iteration 105Q: 3 clusters Score -1.551428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15514277.000000 Penalty: 3805.711182
	Iteration 106Q: 3 clusters Score -1.551428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -15514274.000000 Penalty: 3805.711182
	Iteration 107Q: 3 clusters Score -1.551427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -15514267.000000 Penalty: 3805.711182
	Iteration 108Q: 3 clusters Score -1.551427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -15514272.000000 Penalty: 3805.711182
	Iteration 109Q: 3 clusters Score -1.551427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121041 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15514273.000000 Penalty: 3805.711182
	Iteration 110Q: 3 clusters Score -1.551427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15514289.000000 Penalty: 3805.711182
	Iteration 111Q: 3 clusters Score -1.551429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121051 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15514283.000000 Penalty: 3805.711182
	Iteration 112Q: 3 clusters Score -1.551428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15514278.000000 Penalty: 3805.711182
	Iteration 113Q: 3 clusters Score -1.551428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15514278.000000 Penalty: 3805.711182
	Iteration 114Q: 3 clusters Score -1.551428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15514279.000000 Penalty: 3805.711182
	Iteration 115Q: 3 clusters Score -1.551428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15514274.000000 Penalty: 3805.711182
	Iteration 116Q: 3 clusters Score -1.551427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15514278.000000 Penalty: 3805.711182
	Iteration 117Q: 3 clusters Score -1.551428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15514271.000000 Penalty: 3805.711182
	Iteration 118Q: 3 clusters Score -1.551427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15514265.000000 Penalty: 3805.711182
	Iteration 119Q: 3 clusters Score -1.551426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15514267.000000 Penalty: 3805.711182
	Iteration 120F: 3 clusters Score -1.551427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15514263.000000 Penalty: 3805.711182
	Iteration 121Q: 3 clusters Score -1.551426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15514262.000000 Penalty: 3805.711182
	Iteration 122Q: 3 clusters Score -1.551426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15514262.000000 Penalty: 3805.711182
	Iteration 123F: 3 clusters Score -1.551426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Entering Unmasked Estep 
Score: -2810621.750000 Penalty: 1626.128784
	Iteration 0F: 2 clusters Score -2810622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2795679.250000 Penalty: 3252.257568
	Iteration 0F: 3 clusters Score -2795679 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2801011.000000 Penalty: 3252.257568
	Iteration 1F: 3 clusters Score -2801011 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2801277.250000 Penalty: 3252.257568
	Iteration 2Q: 3 clusters Score -2801277 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2801489.250000 Penalty: 3252.257568
	Iteration 3Q: 3 clusters Score -2801489 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2801715.000000 Penalty: 3252.257568
	Iteration 4Q: 3 clusters Score -2801715 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2801965.500000 Penalty: 3252.257568
	Iteration 5Q: 3 clusters Score -2801966 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2802271.000000 Penalty: 3252.257568
	Iteration 6Q: 3 clusters Score -2802271 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2802728.250000 Penalty: 3252.257568
	Iteration 7Q: 3 clusters Score -2802728 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2803397.250000 Penalty: 3252.257568
	Iteration 8F: 3 clusters Score -2803397 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2804334.250000 Penalty: 3252.257568
	Iteration 9F: 3 clusters Score -2804334 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2805388.750000 Penalty: 3252.257568
	Iteration 10F: 3 clusters Score -2805389 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2806376.750000 Penalty: 3252.257568
	Iteration 11F: 3 clusters Score -2806377 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2807094.500000 Penalty: 3252.257568
	Iteration 12Q: 3 clusters Score -2807094 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2807592.500000 Penalty: 3252.257568
	Iteration 13Q: 3 clusters Score -2807592 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2807944.000000 Penalty: 3252.257568
	Iteration 14Q: 3 clusters Score -2807944 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2808168.250000 Penalty: 3252.257568
	Iteration 15Q: 3 clusters Score -2808168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2808342.500000 Penalty: 3252.257568
	Iteration 16Q: 3 clusters Score -2808342 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2808474.000000 Penalty: 3252.257568
	Iteration 17Q: 3 clusters Score -2808474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2808583.750000 Penalty: 3252.257568
	Iteration 18Q: 3 clusters Score -2808584 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2808687.750000 Penalty: 3252.257568
	Iteration 19Q: 3 clusters Score -2808688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2808781.000000 Penalty: 3252.257568
	Iteration 20F: 3 clusters Score -2808781 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2808886.750000 Penalty: 3252.257568
	Iteration 21Q: 3 clusters Score -2808887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2808961.250000 Penalty: 3252.257568
	Iteration 22Q: 3 clusters Score -2808961 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2809043.250000 Penalty: 3252.257568
	Iteration 23Q: 3 clusters Score -2809043 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2809127.000000 Penalty: 3252.257568
	Iteration 24Q: 3 clusters Score -2809127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2809201.750000 Penalty: 3252.257568
	Iteration 25Q: 3 clusters Score -2809202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2809264.750000 Penalty: 3252.257568
	Iteration 26Q: 3 clusters Score -2809265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2809314.750000 Penalty: 3252.257568
	Iteration 27Q: 3 clusters Score -2809315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2809349.500000 Penalty: 3252.257568
	Iteration 28Q: 3 clusters Score -2809350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2809358.500000 Penalty: 3252.257568
	Iteration 29Q: 3 clusters Score -2809358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2809375.000000 Penalty: 3252.257568
	Iteration 30Q: 3 clusters Score -2809375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2809384.000000 Penalty: 3252.257568
	Iteration 31Q: 3 clusters Score -2809384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2809389.500000 Penalty: 3252.257568
	Iteration 32Q: 3 clusters Score -2809390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2809397.750000 Penalty: 3252.257568
	Iteration 33Q: 3 clusters Score -2809398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2809403.750000 Penalty: 3252.257568
	Iteration 34Q: 3 clusters Score -2809404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2809406.500000 Penalty: 3252.257568
	Iteration 35Q: 3 clusters Score -2809406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2809406.000000 Penalty: 3252.257568
	Iteration 36Q: 3 clusters Score -2809406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2809407.250000 Penalty: 3252.257568
	Iteration 37Q: 3 clusters Score -2809407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2809408.750000 Penalty: 3252.257568
	Iteration 38Q: 3 clusters Score -2809409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2809408.750000 Penalty: 3252.257568
	Iteration 39F: 3 clusters Score -2809409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Entering Unmasked Estep 
Score: -12133395.000000 Penalty: 1862.850220
	Iteration 0F: 2 clusters Score -1.21334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -12075099.000000 Penalty: 3725.700439
	Iteration 0F: 3 clusters Score -1.20751e+07 nChanged 45568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -12101203.000000 Penalty: 3725.700439
	Iteration 1F: 3 clusters Score -1.21012e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -12101676.000000 Penalty: 3725.700439
	Iteration 2Q: 3 clusters Score -1.210168e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -12102310.000000 Penalty: 3725.700439
	Iteration 3Q: 3 clusters Score -1.210231e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -12103043.000000 Penalty: 3725.700439
	Iteration 4Q: 3 clusters Score -1.210304e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -12104276.000000 Penalty: 3725.700439
	Iteration 5Q: 3 clusters Score -1.210428e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -12106365.000000 Penalty: 3725.700439
	Iteration 6Q: 3 clusters Score -1.210636e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -12109580.000000 Penalty: 3725.700439
	Iteration 7F: 3 clusters Score -1.210958e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -12114030.000000 Penalty: 3725.700439
	Iteration 8F: 3 clusters Score -1.211403e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -12118705.000000 Penalty: 3725.700439
	Iteration 9F: 3 clusters Score -1.21187e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -12122690.000000 Penalty: 3725.700439
	Iteration 10F: 3 clusters Score -1.212269e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -12125475.000000 Penalty: 3725.700439
	Iteration 11Q: 3 clusters Score -1.212548e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -12127041.000000 Penalty: 3725.700439
	Iteration 12Q: 3 clusters Score -1.212704e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -12128176.000000 Penalty: 3725.700439
	Iteration 13Q: 3 clusters Score -1.212818e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -12128898.000000 Penalty: 3725.700439
	Iteration 14Q: 3 clusters Score -1.21289e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12129526.000000 Penalty: 3725.700439
	Iteration 15Q: 3 clusters Score -1.212953e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -12129947.000000 Penalty: 3725.700439
	Iteration 16Q: 3 clusters Score -1.212995e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -12130268.000000 Penalty: 3725.700439
	Iteration 17Q: 3 clusters Score -1.213027e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -12130572.000000 Penalty: 3725.700439
	Iteration 18Q: 3 clusters Score -1.213057e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12130748.000000 Penalty: 3725.700439
	Iteration 19Q: 3 clusters Score -1.213075e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -12130944.000000 Penalty: 3725.700439
	Iteration 20F: 3 clusters Score -1.213094e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12131119.000000 Penalty: 3725.700439
	Iteration 21Q: 3 clusters Score -1.213112e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12131263.000000 Penalty: 3725.700439
	Iteration 22Q: 3 clusters Score -1.213126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12131368.000000 Penalty: 3725.700439
	Iteration 23Q: 3 clusters Score -1.213137e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12131441.000000 Penalty: 3725.700439
	Iteration 24Q: 3 clusters Score -1.213144e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12131491.000000 Penalty: 3725.700439
	Iteration 25Q: 3 clusters Score -1.213149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12131538.000000 Penalty: 3725.700439
	Iteration 26Q: 3 clusters Score -1.213154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12131584.000000 Penalty: 3725.700439
	Iteration 27Q: 3 clusters Score -1.213158e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12131639.000000 Penalty: 3725.700439
	Iteration 28Q: 3 clusters Score -1.213164e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12131671.000000 Penalty: 3725.700439
	Iteration 29Q: 3 clusters Score -1.213167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12131712.000000 Penalty: 3725.700439
	Iteration 30Q: 3 clusters Score -1.213171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12131736.000000 Penalty: 3725.700439
	Iteration 31Q: 3 clusters Score -1.213174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12131779.000000 Penalty: 3725.700439
	Iteration 32Q: 3 clusters Score -1.213178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12131810.000000 Penalty: 3725.700439
	Iteration 33Q: 3 clusters Score -1.213181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12131826.000000 Penalty: 3725.700439
	Iteration 34Q: 3 clusters Score -1.213183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12131843.000000 Penalty: 3725.700439
	Iteration 35Q: 3 clusters Score -1.213184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12131851.000000 Penalty: 3725.700439
	Iteration 36Q: 3 clusters Score -1.213185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12131875.000000 Penalty: 3725.700439
	Iteration 37Q: 3 clusters Score -1.213188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12131896.000000 Penalty: 3725.700439
	Iteration 38Q: 3 clusters Score -1.21319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12131881.000000 Penalty: 3725.700439
	Iteration 39Q: 3 clusters Score -1.213188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12131882.000000 Penalty: 3725.700439
	Iteration 40F: 3 clusters Score -1.213188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12131893.000000 Penalty: 3725.700439
	Iteration 41Q: 3 clusters Score -1.213189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12131887.000000 Penalty: 3725.700439
	Iteration 42Q: 3 clusters Score -1.213189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12131886.000000 Penalty: 3725.700439
	Iteration 43Q: 3 clusters Score -1.213189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -12131887.000000 Penalty: 3725.700439
	Iteration 44Q: 3 clusters Score -1.213189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12131889.000000 Penalty: 3725.700439
	Iteration 45Q: 3 clusters Score -1.213189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12131900.000000 Penalty: 3725.700439
	Iteration 46Q: 3 clusters Score -1.21319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12131897.000000 Penalty: 3725.700439
	Iteration 47Q: 3 clusters Score -1.21319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12131894.000000 Penalty: 3725.700439
	Iteration 48Q: 3 clusters Score -1.213189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12131899.000000 Penalty: 3725.700439
	Iteration 49Q: 3 clusters Score -1.21319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12131899.000000 Penalty: 3725.700439
	Iteration 50F: 3 clusters Score -1.21319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70486 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 40341 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 14 contains 110266 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 16633 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121769 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 95196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588788.000000 Penalty: 34085.648438
Iteration 39Q: 17 clusters Score -6.158879e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 2 contains 70508 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 40371 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 14 contains 109689 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 17249 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 20 contains 121816 members 
Mstep: Class 21 contains 22137 members 
Mstep: Class 22 contains 95122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589152.000000 Penalty: 34085.648438
Iteration 40F: 17 clusters Score -6.158915e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 2 contains 70531 members 
Mstep: Class 3 contains 330 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 40398 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 14 contains 109046 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 17870 members 
Mstep: Class 18 contains 322 members 
Mstep: Class 20 contains 121876 members 
Mstep: Class 21 contains 22098 members 
Mstep: Class 22 contains 95093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589292.000000 Penalty: 34085.648438
Iteration 41Q: 17 clusters Score -6.158929e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70558 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 40428 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 14 contains 108295 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 18466 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 121930 members 
Mstep: Class 21 contains 22097 members 
Mstep: Class 22 contains 95165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589332.000000 Penalty: 34085.648438
Iteration 42Q: 17 clusters Score -6.158933e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70611 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 40485 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 14 contains 107347 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 19087 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122021 members 
Mstep: Class 21 contains 22114 members 
Mstep: Class 22 contains 95306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589132.000000 Penalty: 34085.648438
Iteration 43Q: 17 clusters Score -6.158913e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70657 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 40522 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 14 contains 106248 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 19698 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122204 members 
Mstep: Class 21 contains 22140 members 
Mstep: Class 22 contains 95534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588980.000000 Penalty: 34085.648438
Iteration 44Q: 17 clusters Score -6.158898e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70757 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 40558 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 14 contains 104981 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 20291 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122411 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588364.000000 Penalty: 34085.648438
Iteration 45Q: 17 clusters Score -6.158836e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70841 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 40643 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 14 contains 103585 members 
Mstep: Class 16 contains 4796 members 
Mstep: Class 17 contains 20836 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122663 members 
Mstep: Class 21 contains 22232 members 
Mstep: Class 22 contains 96277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588100.000000 Penalty: 34085.648438
Iteration 46Q: 17 clusters Score -6.15881e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 70992 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 40749 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 14 contains 102097 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 21367 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122794 members 
Mstep: Class 21 contains 22294 members 
Mstep: Class 22 contains 96842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588132.000000 Penalty: 34085.648438
Iteration 47Q: 17 clusters Score -6.158813e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71132 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 40810 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 14 contains 100524 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 21944 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122845 members 
Mstep: Class 21 contains 22372 members 
Mstep: Class 22 contains 97553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588364.000000 Penalty: 34085.648438
Iteration 48Q: 17 clusters Score -6.158836e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71278 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 40842 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 14 contains 98992 members 
Mstep: Class 16 contains 4798 members 
Mstep: Class 17 contains 22559 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122758 members 
Mstep: Class 21 contains 22464 members 
Mstep: Class 22 contains 98335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61588608.000000 Penalty: 34085.648438
Iteration 49Q: 17 clusters Score -6.158861e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71442 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 40860 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 97410 members 
Mstep: Class 16 contains 4802 members 
Mstep: Class 17 contains 23241 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122635 members 
Mstep: Class 21 contains 22545 members 
Mstep: Class 22 contains 99136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589020.000000 Penalty: 34085.648438
Iteration 50Q: 17 clusters Score -6.158902e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71590 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 40829 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 14 contains 95824 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 23993 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122488 members 
Mstep: Class 21 contains 22623 members 
Mstep: Class 22 contains 99966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589444.000000 Penalty: 34085.648438
Iteration 51Q: 17 clusters Score -6.158944e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71748 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 40790 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 94107 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 20 contains 122416 members 
Mstep: Class 21 contains 22703 members 
Mstep: Class 22 contains 100782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61589628.000000 Penalty: 34085.648438
Iteration 52Q: 17 clusters Score -6.158963e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71864 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 40775 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 2407 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 92339 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 25579 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 122363 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 101677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61590264.000000 Penalty: 34085.648438
Iteration 53Q: 17 clusters Score -6.159026e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71931 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 40749 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 14 contains 90611 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 26380 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 122327 members 
Mstep: Class 21 contains 22841 members 
Mstep: Class 22 contains 102566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61590624.000000 Penalty: 34085.648438
Iteration 54Q: 17 clusters Score -6.159062e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 71981 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 5 contains 40725 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 14 contains 88922 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 27155 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 122314 members 
Mstep: Class 21 contains 22906 members 
Mstep: Class 22 contains 103434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61591056.000000 Penalty: 34085.648438
Iteration 55Q: 17 clusters Score -6.159106e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 72079 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 40695 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 14 contains 87267 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 27943 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 122273 members 
Mstep: Class 21 contains 22964 members 
Mstep: Class 22 contains 104253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61590956.000000 Penalty: 34085.648438
Iteration 56Q: 17 clusters Score -6.159096e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 72150 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 40695 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 14 contains 85733 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 122177 members 
Mstep: Class 21 contains 23022 members 
Mstep: Class 22 contains 105012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61591992.000000 Penalty: 34085.648438
Iteration 57Q: 17 clusters Score -6.159199e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 72188 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 40667 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 14 contains 84214 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 29531 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 121980 members 
Mstep: Class 21 contains 23079 members 
Mstep: Class 22 contains 105892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61593096.000000 Penalty: 34085.648438
Iteration 58Q: 17 clusters Score -6.15931e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 72194 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 40631 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 14 contains 82861 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 121650 members 
Mstep: Class 21 contains 23111 members 
Mstep: Class 22 contains 106830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61594668.000000 Penalty: 34085.648438
Iteration 59Q: 17 clusters Score -6.159467e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 72170 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 40531 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 81650 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 31084 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 121247 members 
Mstep: Class 21 contains 23142 members 
Mstep: Class 22 contains 107790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61595960.000000 Penalty: 34085.648438
Iteration 60F: 17 clusters Score -6.159596e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 2 contains 72147 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 40426 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 14 contains 80478 members 
Mstep: Class 16 contains 4810 members 
Mstep: Class 17 contains 31811 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 120903 members 
Mstep: Class 21 contains 23180 members 
Mstep: Class 22 contains 108692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2125.108887 but Gain 2130.351562
Score: -61597120.000000 Penalty: 31955.296875
Iteration 61Q: 16 clusters Score -6.159712e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 72100 members 
Mstep: Class 3 contains 336 members 
Mstep: Class 5 contains 40874 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 79458 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 32506 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 20 contains 120504 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 110230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61599572.000000 Penalty: 31955.296875
Iteration 62Q: 16 clusters Score -6.159957e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 72044 members 
Mstep: Class 3 contains 337 members 
Mstep: Class 5 contains 40757 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 78723 members 
Mstep: Class 16 contains 4804 members 
Mstep: Class 17 contains 33138 members 
Mstep: Class 18 contains 319 members 
Mstep: Class 20 contains 120133 members 
Mstep: Class 21 contains 23209 members 
Mstep: Class 22 contains 110927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61600360.000000 Penalty: 31955.296875
Iteration 63Q: 16 clusters Score -6.160036e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40681 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 14 contains 78064 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 33752 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 119968 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 111337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61600832.000000 Penalty: 31955.296875
Iteration 64Q: 16 clusters Score -6.160083e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71884 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40617 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 14 contains 77474 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 34335 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 119998 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 111497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61600956.000000 Penalty: 31955.296875
Iteration 65Q: 16 clusters Score -6.160096e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71845 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40555 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 14 contains 77010 members 
Mstep: Class 16 contains 4773 members 
Mstep: Class 17 contains 34873 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120021 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 111512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601252.000000 Penalty: 31955.296875
Iteration 66Q: 16 clusters Score -6.160125e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71820 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40501 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 14 contains 76682 members 
Mstep: Class 16 contains 4764 members 
Mstep: Class 17 contains 35345 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 23233 members 
Mstep: Class 22 contains 111449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601452.000000 Penalty: 31955.296875
Iteration 67Q: 16 clusters Score -6.160145e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71782 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40433 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 14 contains 76468 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 35743 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120084 members 
Mstep: Class 21 contains 23272 members 
Mstep: Class 22 contains 111314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601632.000000 Penalty: 31955.296875
Iteration 68Q: 16 clusters Score -6.160163e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71747 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40375 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 2001 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 14 contains 76262 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 36120 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120149 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 22 contains 111141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601668.000000 Penalty: 31955.296875
Iteration 69Q: 16 clusters Score -6.160167e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71695 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40333 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 14 contains 76103 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 36465 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120170 members 
Mstep: Class 21 contains 23341 members 
Mstep: Class 22 contains 111033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601716.000000 Penalty: 31955.296875
Iteration 70Q: 16 clusters Score -6.160172e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71658 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40321 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 14 contains 75943 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 36738 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120153 members 
Mstep: Class 21 contains 23370 members 
Mstep: Class 22 contains 110983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601864.000000 Penalty: 31955.296875
Iteration 71Q: 16 clusters Score -6.160186e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71631 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40305 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 14 contains 75815 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 36990 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120116 members 
Mstep: Class 21 contains 23397 members 
Mstep: Class 22 contains 110939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61601948.000000 Penalty: 31955.296875
Iteration 72Q: 16 clusters Score -6.160195e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71597 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40299 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 75718 members 
Mstep: Class 16 contains 4756 members 
Mstep: Class 17 contains 37212 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120065 members 
Mstep: Class 21 contains 23427 members 
Mstep: Class 22 contains 110904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602204.000000 Penalty: 31955.296875
Iteration 73Q: 16 clusters Score -6.16022e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71570 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40287 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 14 contains 75635 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 37412 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 23454 members 
Mstep: Class 22 contains 110860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602300.000000 Penalty: 31955.296875
Iteration 74Q: 16 clusters Score -6.16023e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71537 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40281 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 14 contains 75547 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 37574 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120016 members 
Mstep: Class 21 contains 23492 members 
Mstep: Class 22 contains 110809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602240.000000 Penalty: 31955.296875
Iteration 75Q: 16 clusters Score -6.160224e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71518 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40275 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 14 contains 75445 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 37732 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120038 members 
Mstep: Class 21 contains 23508 members 
Mstep: Class 22 contains 110755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602204.000000 Penalty: 31955.296875
Iteration 76Q: 16 clusters Score -6.16022e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71500 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40267 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 14 contains 75385 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 120020 members 
Mstep: Class 21 contains 23521 members 
Mstep: Class 22 contains 110740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602296.000000 Penalty: 31955.296875
Iteration 77Q: 16 clusters Score -6.16023e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71487 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40266 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 14 contains 75330 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 37974 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 119982 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 110732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61602296.000000 Penalty: 31955.296875
Iteration 78Q: 16 clusters Score -6.16023e+07 nChanged 365
Entering ConstructFrom: 
Score: -61602296.000000 Penalty: 31955.296875
Entering ConstructFrom: 
Trying to split cluster 2 (71473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Entering Unmasked Estep 
Score: -9103643.000000 Penalty: 1816.274780
	Iteration 0F: 2 clusters Score -9103643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -9056652.000000 Penalty: 3632.549561
	Iteration 0F: 3 clusters Score -9056652 nChanged 33925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9076155.000000 Penalty: 3632.549561
	Iteration 1F: 3 clusters Score -9076155 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -9076732.000000 Penalty: 3632.549561
	Iteration 2Q: 3 clusters Score -9076732 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -9077293.000000 Penalty: 3632.549561
	Iteration 3Q: 3 clusters Score -9077293 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -9078148.000000 Penalty: 3632.549561
	Iteration 4Q: 3 clusters Score -9078148 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9079510.000000 Penalty: 3632.549561
	Iteration 5Q: 3 clusters Score -9079510 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -9081798.000000 Penalty: 3632.549561
	Iteration 6F: 3 clusters Score -9081798 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -9085561.000000 Penalty: 3632.549561
	Iteration 7F: 3 clusters Score -9085561 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -9090866.000000 Penalty: 3632.549561
	Iteration 8F: 3 clusters Score -9090866 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -9096039.000000 Penalty: 3632.549561
	Iteration 9F: 3 clusters Score -9096039 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9099558.000000 Penalty: 3632.549561
	Iteration 10F: 3 clusters Score -9099558 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9101197.000000 Penalty: 3632.549561
	Iteration 11Q: 3 clusters Score -9101197 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9101772.000000 Penalty: 3632.549561
	Iteration 12Q: 3 clusters Score -9101772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9101926.000000 Penalty: 3632.549561
	Iteration 13Q: 3 clusters Score -9101926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9102026.000000 Penalty: 3632.549561
	Iteration 14Q: 3 clusters Score -9102026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9102045.000000 Penalty: 3632.549561
	Iteration 15Q: 3 clusters Score -9102045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9102071.000000 Penalty: 3632.549561
	Iteration 16Q: 3 clusters Score -9102071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9102078.000000 Penalty: 3632.549561
	Iteration 17Q: 3 clusters Score -9102078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9102096.000000 Penalty: 3632.549561
	Iteration 18Q: 3 clusters Score -9102096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9102107.000000 Penalty: 3632.549561
	Iteration 19Q: 3 clusters Score -9102107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9102107.000000 Penalty: 3632.549561
	Iteration 20F: 3 clusters Score -9102107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9102105.000000 Penalty: 3632.549561
	Iteration 21Q: 3 clusters Score -9102105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9102109.000000 Penalty: 3632.549561
	Iteration 22Q: 3 clusters Score -9102109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9102112.000000 Penalty: 3632.549561
	Iteration 23Q: 3 clusters Score -9102112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9102118.000000 Penalty: 3632.549561
	Iteration 24Q: 3 clusters Score -9102118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9102123.000000 Penalty: 3632.549561
	Iteration 25Q: 3 clusters Score -9102123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9102116.000000 Penalty: 3632.549561
	Iteration 26Q: 3 clusters Score -9102116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9102117.000000 Penalty: 3632.549561
	Iteration 27Q: 3 clusters Score -9102117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9102118.000000 Penalty: 3632.549561
	Iteration 28Q: 3 clusters Score -9102118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9102118.000000 Penalty: 3632.549561
	Iteration 29F: 3 clusters Score -9102118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32011.269531 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32011.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32327.605469 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32327.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32505.617188 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32505.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32618.740234 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32618.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32713.878906 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32713.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32782.792969 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32782.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32810.660156 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32810.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32829.285156 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32829.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32847.785156 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32847.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32864.582031 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -32864.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32881.203125 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -32881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32887.679688 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -32887.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32896.191406 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -32896.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32897.023438 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -32897.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32908.500000 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -32908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32934.960938 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -32934.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32979.761719 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -32979.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33085.808594 Penalty: 1892.489868
	Iteration 17Q: 3 clusters Score -33085.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33129.066406 Penalty: 1892.489868
	Iteration 18Q: 3 clusters Score -33129.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33131.894531 Penalty: 1892.489868
	Iteration 19Q: 3 clusters Score -33131.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33132.585938 Penalty: 1892.489868
	Iteration 20F: 3 clusters Score -33132.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33138.300781 Penalty: 1892.489868
	Iteration 21Q: 3 clusters Score -33138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33138.300781 Penalty: 1892.489868
	Iteration 22F: 3 clusters Score -33138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 71473 members 
Mstep: Class 3 contains 166 members 
Mstep: Class 5 contains 40256 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 75283 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 38092 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 119962 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 110715 members 
Entering Unmasked Estep 
Score: -61601668.000000 Penalty: 34085.648438
Splitting cluster 3 changes total score from -61602296.000000 to -61601668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (40256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Entering Unmasked Estep 
Score: -4925271.000000 Penalty: 1722.989746
	Iteration 0F: 2 clusters Score -4925271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4898218.000000 Penalty: 3445.979492
	Iteration 0F: 3 clusters Score -4898218 nChanged 18882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4908913.000000 Penalty: 3445.979492
	Iteration 1F: 3 clusters Score -4908913 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4909412.000000 Penalty: 3445.979492
	Iteration 2Q: 3 clusters Score -4909412 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4910012.500000 Penalty: 3445.979492
	Iteration 3Q: 3 clusters Score -4910012 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -4910717.500000 Penalty: 3445.979492
	Iteration 4Q: 3 clusters Score -4910718 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -4911624.500000 Penalty: 3445.979492
	Iteration 5Q: 3 clusters Score -4911624 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4912907.500000 Penalty: 3445.979492
	Iteration 6F: 3 clusters Score -4912908 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4914809.500000 Penalty: 3445.979492
	Iteration 7F: 3 clusters Score -4914810 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4917112.000000 Penalty: 3445.979492
	Iteration 8F: 3 clusters Score -4917112 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4919239.500000 Penalty: 3445.979492
	Iteration 9F: 3 clusters Score -4919240 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4920794.500000 Penalty: 3445.979492
	Iteration 10Q: 3 clusters Score -4920794 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4921893.500000 Penalty: 3445.979492
	Iteration 11Q: 3 clusters Score -4921894 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4922597.500000 Penalty: 3445.979492
	Iteration 12Q: 3 clusters Score -4922598 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4923013.500000 Penalty: 3445.979492
	Iteration 13Q: 3 clusters Score -4923014 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -4923265.500000 Penalty: 3445.979492
	Iteration 14Q: 3 clusters Score -4923266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4923413.500000 Penalty: 3445.979492
	Iteration 15Q: 3 clusters Score -4923414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -4923555.000000 Penalty: 3445.979492
	Iteration 16Q: 3 clusters Score -4923555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4923645.000000 Penalty: 3445.979492
	Iteration 17Q: 3 clusters Score -4923645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -4923717.000000 Penalty: 3445.979492
	Iteration 18Q: 3 clusters Score -4923717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4923757.000000 Penalty: 3445.979492
	Iteration 19Q: 3 clusters Score -4923757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4923784.500000 Penalty: 3445.979492
	Iteration 20F: 3 clusters Score -4923784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -4923801.500000 Penalty: 3445.979492
	Iteration 21Q: 3 clusters Score -4923802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4923832.500000 Penalty: 3445.979492
	Iteration 22Q: 3 clusters Score -4923832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4923845.000000 Penalty: 3445.979492
	Iteration 23Q: 3 clusters Score -4923845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4923848.500000 Penalty: 3445.979492
	Iteration 24Q: 3 clusters Score -4923848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4923850.500000 Penalty: 3445.979492
	Iteration 25Q: 3 clusters Score -4923850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4923853.000000 Penalty: 3445.979492
	Iteration 26Q: 3 clusters Score -4923853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4923854.500000 Penalty: 3445.979492
	Iteration 27Q: 3 clusters Score -4923854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4923854.500000 Penalty: 3445.979492
	Iteration 28F: 3 clusters Score -4923854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -81561.171875 Penalty: 1073.360962
	Iteration 0F: 2 clusters Score -81561.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80348.625000 Penalty: 2146.721924
	Iteration 0F: 3 clusters Score -80348.62 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80752.695312 Penalty: 2146.721924
	Iteration 1F: 3 clusters Score -80752.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81065.531250 Penalty: 2146.721924
	Iteration 2F: 3 clusters Score -81065.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81260.585938 Penalty: 2146.721924
	Iteration 3F: 3 clusters Score -81260.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81381.312500 Penalty: 2146.721924
	Iteration 4F: 3 clusters Score -81381.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -81441.945312 Penalty: 2146.721924
	Iteration 5Q: 3 clusters Score -81441.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81480.414062 Penalty: 2146.721924
	Iteration 6Q: 3 clusters Score -81480.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -81490.742188 Penalty: 2146.721924
	Iteration 7Q: 3 clusters Score -81490.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81505.179688 Penalty: 2146.721924
	Iteration 8Q: 3 clusters Score -81505.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81517.031250 Penalty: 2146.721924
	Iteration 9Q: 3 clusters Score -81517.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -81525.976562 Penalty: 2146.721924
	Iteration 10Q: 3 clusters Score -81525.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -81525.976562 Penalty: 2146.721924
	Iteration 11F: 3 clusters Score -81525.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -229348.359375 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -229348.4 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 925 members 
Entering Unmasked Estep 
Score: -227371.734375 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -227371.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -227748.296875 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -227748.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227841.031250 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -227841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -227907.234375 Penalty: 2435.689697
	Iteration 3Q: 3 clusters Score -227907.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -227947.781250 Penalty: 2435.689697
	Iteration 4Q: 3 clusters Score -227947.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -227973.875000 Penalty: 2435.689697
	Iteration 5Q: 3 clusters Score -227973.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227994.000000 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -227994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -228003.546875 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -228003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -228009.390625 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -228009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228012.953125 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -228013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228017.000000 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -228017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228019.640625 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -228019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228024.093750 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -228024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -228027.281250 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -228027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228028.656250 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -228028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228031.468750 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -228031.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228037.234375 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -228037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -228041.406250 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -228041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -228045.687500 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -228045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228049.937500 Penalty: 2435.689697
	Iteration 19Q: 3 clusters Score -228049.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228054.296875 Penalty: 2435.689697
	Iteration 20F: 3 clusters Score -228054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -228058.703125 Penalty: 2435.689697
	Iteration 21Q: 3 clusters Score -228058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228063.328125 Penalty: 2435.689697
	Iteration 22Q: 3 clusters Score -228063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228067.812500 Penalty: 2435.689697
	Iteration 23Q: 3 clusters Score -228067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -228071.890625 Penalty: 2435.689697
	Iteration 24Q: 3 clusters Score -228071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228074.843750 Penalty: 2435.689697
	Iteration 25Q: 3 clusters Score -228074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228079.296875 Penalty: 2435.689697
	Iteration 26Q: 3 clusters Score -228079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -228083.812500 Penalty: 2435.689697
	Iteration 27Q: 3 clusters Score -228083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228087.890625 Penalty: 2435.689697
	Iteration 28Q: 3 clusters Score -228087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -228088.640625 Penalty: 2435.689697
	Iteration 29Q: 3 clusters Score -228088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228089.562500 Penalty: 2435.689697
	Iteration 30Q: 3 clusters Score -228089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228090.234375 Penalty: 2435.689697
	Iteration 31Q: 3 clusters Score -228090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228091.390625 Penalty: 2435.689697
	Iteration 32Q: 3 clusters Score -228091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -228092.171875 Penalty: 2435.689697
	Iteration 33Q: 3 clusters Score -228092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -228093.609375 Penalty: 2435.689697
	Iteration 34Q: 3 clusters Score -228093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -228094.671875 Penalty: 2435.689697
	Iteration 35Q: 3 clusters Score -228094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -228095.843750 Penalty: 2435.689697
	Iteration 36Q: 3 clusters Score -228095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228097.750000 Penalty: 2435.689697
	Iteration 37Q: 3 clusters Score -228097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -228100.125000 Penalty: 2435.689697
	Iteration 38Q: 3 clusters Score -228100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228101.234375 Penalty: 2435.689697
	Iteration 39Q: 3 clusters Score -228101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -228101.500000 Penalty: 2435.689697
	Iteration 40F: 3 clusters Score -228101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -228102.171875 Penalty: 2435.689697
	Iteration 41Q: 3 clusters Score -228102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228102.875000 Penalty: 2435.689697
	Iteration 42Q: 3 clusters Score -228102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228102.875000 Penalty: 2435.689697
	Iteration 43F: 3 clusters Score -228102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -52452.367188 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -52452.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51422.925781 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -51422.93 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51623.714844 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -51623.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51684.140625 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -51684.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51712.085938 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -51712.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51725.613281 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -51725.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51729.125000 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -51729.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51735.632812 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -51735.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51735.632812 Penalty: 2024.906494
	Iteration 7F: 3 clusters Score -51735.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -121883.921875 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -121883.9 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 485 members 
Entering Unmasked Estep 
Score: -120446.328125 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -120446.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120672.460938 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -120672.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120746.625000 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -120746.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120799.078125 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -120799.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120845.101562 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -120845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -120867.578125 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -120867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -120880.539062 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -120880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120889.210938 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -120889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120899.796875 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -120899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120907.804688 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -120907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -120910.976562 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -120911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -120913.445312 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -120913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120914.445312 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -120914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120915.679688 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -120915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -120916.398438 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -120916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -120916.398438 Penalty: 2236.792236
	Iteration 15F: 3 clusters Score -120916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -620026.500000 Penalty: 1381.422852
	Iteration 0F: 2 clusters Score -620026.5 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 2490 members 
Entering Unmasked Estep 
Score: -616098.125000 Penalty: 2762.845703
	Iteration 0F: 3 clusters Score -616098.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -617180.187500 Penalty: 2762.845703
	Iteration 1F: 3 clusters Score -617180.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -617338.437500 Penalty: 2762.845703
	Iteration 2F: 3 clusters Score -617338.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -617443.062500 Penalty: 2762.845703
	Iteration 3Q: 3 clusters Score -617443.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -617518.437500 Penalty: 2762.845703
	Iteration 4Q: 3 clusters Score -617518.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -617580.125000 Penalty: 2762.845703
	Iteration 5Q: 3 clusters Score -617580.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -617645.687500 Penalty: 2762.845703
	Iteration 6Q: 3 clusters Score -617645.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -617712.437500 Penalty: 2762.845703
	Iteration 7Q: 3 clusters Score -617712.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -617805.812500 Penalty: 2762.845703
	Iteration 8Q: 3 clusters Score -617805.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -617931.937500 Penalty: 2762.845703
	Iteration 9Q: 3 clusters Score -617931.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -618096.625000 Penalty: 2762.845703
	Iteration 10Q: 3 clusters Score -618096.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -618295.875000 Penalty: 2762.845703
	Iteration 11F: 3 clusters Score -618295.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -618483.625000 Penalty: 2762.845703
	Iteration 12Q: 3 clusters Score -618483.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -618620.812500 Penalty: 2762.845703
	Iteration 13Q: 3 clusters Score -618620.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -618731.187500 Penalty: 2762.845703
	Iteration 14Q: 3 clusters Score -618731.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -618810.875000 Penalty: 2762.845703
	Iteration 15Q: 3 clusters Score -618810.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -618861.812500 Penalty: 2762.845703
	Iteration 16Q: 3 clusters Score -618861.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -618899.562500 Penalty: 2762.845703
	Iteration 17Q: 3 clusters Score -618899.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -618925.062500 Penalty: 2762.845703
	Iteration 18Q: 3 clusters Score -618925.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -618943.750000 Penalty: 2762.845703
	Iteration 19Q: 3 clusters Score -618943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -618960.000000 Penalty: 2762.845703
	Iteration 20F: 3 clusters Score -618960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -618972.812500 Penalty: 2762.845703
	Iteration 21Q: 3 clusters Score -618972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -618976.000000 Penalty: 2762.845703
	Iteration 22Q: 3 clusters Score -618976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -618976.937500 Penalty: 2762.845703
	Iteration 23Q: 3 clusters Score -618976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -618980.125000 Penalty: 2762.845703
	Iteration 24Q: 3 clusters Score -618980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -618979.250000 Penalty: 2762.845703
	Iteration 25Q: 3 clusters Score -618979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -618981.187500 Penalty: 2762.845703
	Iteration 26Q: 3 clusters Score -618981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -618982.687500 Penalty: 2762.845703
	Iteration 27Q: 3 clusters Score -618982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -618982.812500 Penalty: 2762.845703
	Iteration 28Q: 3 clusters Score -618982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -618983.437500 Penalty: 2762.845703
	Iteration 29Q: 3 clusters Score -618983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -618983.937500 Penalty: 2762.845703
	Iteration 30Q: 3 clusters Score -618983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -618986.437500 Penalty: 2762.845703
	Iteration 31Q: 3 clusters Score -618986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -618987.750000 Penalty: 2762.845703
	Iteration 32Q: 3 clusters Score -618987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -618989.687500 Penalty: 2762.845703
	Iteration 33Q: 3 clusters Score -618989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -618990.937500 Penalty: 2762.845703
	Iteration 34Q: 3 clusters Score -618990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -618993.312500 Penalty: 2762.845703
	Iteration 35Q: 3 clusters Score -618993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -618993.687500 Penalty: 2762.845703
	Iteration 36Q: 3 clusters Score -618993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -618993.312500 Penalty: 2762.845703
	Iteration 37Q: 3 clusters Score -618993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -618995.125000 Penalty: 2762.845703
	Iteration 38Q: 3 clusters Score -618995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -618995.125000 Penalty: 2762.845703
	Iteration 39F: 3 clusters Score -618995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Entering Unmasked Estep 
Score: -9598836.000000 Penalty: 1824.714111
	Iteration 0F: 2 clusters Score -9598836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -9549737.000000 Penalty: 3649.428223
	Iteration 0F: 3 clusters Score -9549737 nChanged 35822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -9569987.000000 Penalty: 3649.428223
	Iteration 1F: 3 clusters Score -9569987 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -9570671.000000 Penalty: 3649.428223
	Iteration 2Q: 3 clusters Score -9570671 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -9571485.000000 Penalty: 3649.428223
	Iteration 3Q: 3 clusters Score -9571485 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -9572693.000000 Penalty: 3649.428223
	Iteration 4Q: 3 clusters Score -9572693 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -9574745.000000 Penalty: 3649.428223
	Iteration 5F: 3 clusters Score -9574745 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9578095.000000 Penalty: 3649.428223
	Iteration 6F: 3 clusters Score -9578095 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -9582599.000000 Penalty: 3649.428223
	Iteration 7F: 3 clusters Score -9582599 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -9587169.000000 Penalty: 3649.428223
	Iteration 8F: 3 clusters Score -9587169 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9590962.000000 Penalty: 3649.428223
	Iteration 9F: 3 clusters Score -9590962 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -9593372.000000 Penalty: 3649.428223
	Iteration 10Q: 3 clusters Score -9593372 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -9594816.000000 Penalty: 3649.428223
	Iteration 11Q: 3 clusters Score -9594816 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -9595760.000000 Penalty: 3649.428223
	Iteration 12Q: 3 clusters Score -9595760 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -9596284.000000 Penalty: 3649.428223
	Iteration 13Q: 3 clusters Score -9596284 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -9596677.000000 Penalty: 3649.428223
	Iteration 14Q: 3 clusters Score -9596677 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -9596895.000000 Penalty: 3649.428223
	Iteration 15Q: 3 clusters Score -9596895 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -9597113.000000 Penalty: 3649.428223
	Iteration 16Q: 3 clusters Score -9597113 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -9597268.000000 Penalty: 3649.428223
	Iteration 17Q: 3 clusters Score -9597268 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -9597374.000000 Penalty: 3649.428223
	Iteration 18Q: 3 clusters Score -9597374 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -9597449.000000 Penalty: 3649.428223
	Iteration 19Q: 3 clusters Score -9597449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -9597519.000000 Penalty: 3649.428223
	Iteration 20F: 3 clusters Score -9597519 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -9597559.000000 Penalty: 3649.428223
	Iteration 21Q: 3 clusters Score -9597559 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9597596.000000 Penalty: 3649.428223
	Iteration 22Q: 3 clusters Score -9597596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -9597607.000000 Penalty: 3649.428223
	Iteration 23Q: 3 clusters Score -9597607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -9597582.000000 Penalty: 3649.428223
	Iteration 24Q: 3 clusters Score -9597582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9597605.000000 Penalty: 3649.428223
	Iteration 25Q: 3 clusters Score -9597605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -9597626.000000 Penalty: 3649.428223
	Iteration 26Q: 3 clusters Score -9597626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -9597622.000000 Penalty: 3649.428223
	Iteration 27Q: 3 clusters Score -9597622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -9597593.000000 Penalty: 3649.428223
	Iteration 28Q: 3 clusters Score -9597593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -9597604.000000 Penalty: 3649.428223
	Iteration 29Q: 3 clusters Score -9597604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -9597608.000000 Penalty: 3649.428223
	Iteration 30Q: 3 clusters Score -9597608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -9597602.000000 Penalty: 3649.428223
	Iteration 31Q: 3 clusters Score -9597602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -9597598.000000 Penalty: 3649.428223
	Iteration 32Q: 3 clusters Score -9597598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -9597599.000000 Penalty: 3649.428223
	Iteration 33Q: 3 clusters Score -9597599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9597607.000000 Penalty: 3649.428223
	Iteration 34Q: 3 clusters Score -9597607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9597604.000000 Penalty: 3649.428223
	Iteration 35Q: 3 clusters Score -9597604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -9597598.000000 Penalty: 3649.428223
	Iteration 36Q: 3 clusters Score -9597598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -9597603.000000 Penalty: 3649.428223
	Iteration 37Q: 3 clusters Score -9597603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -9597609.000000 Penalty: 3649.428223
	Iteration 38Q: 3 clusters Score -9597609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -9597600.000000 Penalty: 3649.428223
	Iteration 39Q: 3 clusters Score -9597600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -9597607.000000 Penalty: 3649.428223
	Iteration 40F: 3 clusters Score -9597607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -9597609.000000 Penalty: 3649.428223
	Iteration 41Q: 3 clusters Score -9597609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -9597598.000000 Penalty: 3649.428223
	Iteration 42Q: 3 clusters Score -9597598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -9597596.000000 Penalty: 3649.428223
	Iteration 43Q: 3 clusters Score -9597596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -9597594.000000 Penalty: 3649.428223
	Iteration 44Q: 3 clusters Score -9597594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -9597592.000000 Penalty: 3649.428223
	Iteration 45Q: 3 clusters Score -9597592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -9597615.000000 Penalty: 3649.428223
	Iteration 46Q: 3 clusters Score -9597615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -9597606.000000 Penalty: 3649.428223
	Iteration 47Q: 3 clusters Score -9597606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -9597600.000000 Penalty: 3649.428223
	Iteration 48Q: 3 clusters Score -9597600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9597604.000000 Penalty: 3649.428223
	Iteration 49Q: 3 clusters Score -9597604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -9597607.000000 Penalty: 3649.428223
	Iteration 50Q: 3 clusters Score -9597607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9597609.000000 Penalty: 3649.428223
	Iteration 51Q: 3 clusters Score -9597609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9597614.000000 Penalty: 3649.428223
	Iteration 52Q: 3 clusters Score -9597614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -9597605.000000 Penalty: 3649.428223
	Iteration 53Q: 3 clusters Score -9597605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -9597612.000000 Penalty: 3649.428223
	Iteration 54Q: 3 clusters Score -9597612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -9597616.000000 Penalty: 3649.428223
	Iteration 55Q: 3 clusters Score -9597616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -9597612.000000 Penalty: 3649.428223
	Iteration 56Q: 3 clusters Score -9597612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -9597619.000000 Penalty: 3649.428223
	Iteration 57Q: 3 clusters Score -9597619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -9597620.000000 Penalty: 3649.428223
	Iteration 58Q: 3 clusters Score -9597620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -9597625.000000 Penalty: 3649.428223
	Iteration 59Q: 3 clusters Score -9597625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9597618.000000 Penalty: 3649.428223
	Iteration 60F: 3 clusters Score -9597618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9597618.000000 Penalty: 3649.428223
	Iteration 61Q: 3 clusters Score -9597618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9597616.000000 Penalty: 3649.428223
	Iteration 62Q: 3 clusters Score -9597616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9597613.000000 Penalty: 3649.428223
	Iteration 63Q: 3 clusters Score -9597613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -9597614.000000 Penalty: 3649.428223
	Iteration 64Q: 3 clusters Score -9597614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -9597614.000000 Penalty: 3649.428223
	Iteration 65Q: 3 clusters Score -9597614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -9597610.000000 Penalty: 3649.428223
	Iteration 66Q: 3 clusters Score -9597610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -9597610.000000 Penalty: 3649.428223
	Iteration 67F: 3 clusters Score -9597610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -558128.750000 Penalty: 1375.948120
	Iteration 0F: 2 clusters Score -558128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -554292.062500 Penalty: 2751.896240
	Iteration 0F: 3 clusters Score -554292.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -555530.312500 Penalty: 2751.896240
	Iteration 1F: 3 clusters Score -555530.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -555915.375000 Penalty: 2751.896240
	Iteration 2F: 3 clusters Score -555915.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -556252.937500 Penalty: 2751.896240
	Iteration 3F: 3 clusters Score -556252.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -556560.375000 Penalty: 2751.896240
	Iteration 4F: 3 clusters Score -556560.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -556809.125000 Penalty: 2751.896240
	Iteration 5F: 3 clusters Score -556809.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -556995.812500 Penalty: 2751.896240
	Iteration 6F: 3 clusters Score -556995.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -557116.625000 Penalty: 2751.896240
	Iteration 7Q: 3 clusters Score -557116.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -557188.250000 Penalty: 2751.896240
	Iteration 8Q: 3 clusters Score -557188.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -557246.625000 Penalty: 2751.896240
	Iteration 9Q: 3 clusters Score -557246.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -557283.812500 Penalty: 2751.896240
	Iteration 10Q: 3 clusters Score -557283.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -557309.500000 Penalty: 2751.896240
	Iteration 11Q: 3 clusters Score -557309.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -557322.750000 Penalty: 2751.896240
	Iteration 12Q: 3 clusters Score -557322.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -557331.500000 Penalty: 2751.896240
	Iteration 13Q: 3 clusters Score -557331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -557335.812500 Penalty: 2751.896240
	Iteration 14Q: 3 clusters Score -557335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -557338.562500 Penalty: 2751.896240
	Iteration 15Q: 3 clusters Score -557338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -557344.250000 Penalty: 2751.896240
	Iteration 16Q: 3 clusters Score -557344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -557348.562500 Penalty: 2751.896240
	Iteration 17Q: 3 clusters Score -557348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -557351.687500 Penalty: 2751.896240
	Iteration 18Q: 3 clusters Score -557351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -557354.937500 Penalty: 2751.896240
	Iteration 19Q: 3 clusters Score -557354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -557358.562500 Penalty: 2751.896240
	Iteration 20F: 3 clusters Score -557358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -557359.562500 Penalty: 2751.896240
	Iteration 21Q: 3 clusters Score -557359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -557360.125000 Penalty: 2751.896240
	Iteration 22Q: 3 clusters Score -557360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -557361.125000 Penalty: 2751.896240
	Iteration 23Q: 3 clusters Score -557361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -557360.562500 Penalty: 2751.896240
	Iteration 24Q: 3 clusters Score -557360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -557361.437500 Penalty: 2751.896240
	Iteration 25Q: 3 clusters Score -557361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -557362.312500 Penalty: 2751.896240
	Iteration 26Q: 3 clusters Score -557362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -557361.875000 Penalty: 2751.896240
	Iteration 27Q: 3 clusters Score -557361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -557361.875000 Penalty: 2751.896240
	Iteration 28Q: 3 clusters Score -557361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -557364.562500 Penalty: 2751.896240
	Iteration 29Q: 3 clusters Score -557364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -557365.062500 Penalty: 2751.896240
	Iteration 30Q: 3 clusters Score -557365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -557368.687500 Penalty: 2751.896240
	Iteration 31Q: 3 clusters Score -557368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -557371.750000 Penalty: 2751.896240
	Iteration 32Q: 3 clusters Score -557371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -557372.875000 Penalty: 2751.896240
	Iteration 33Q: 3 clusters Score -557372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -557372.875000 Penalty: 2751.896240
	Iteration 34F: 3 clusters Score -557372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Entering Unmasked Estep 
Score: -4850811.000000 Penalty: 1714.010986
	Iteration 0F: 2 clusters Score -4850811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4825433.500000 Penalty: 3428.021973
	Iteration 0F: 3 clusters Score -4825434 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4834929.500000 Penalty: 3428.021973
	Iteration 1F: 3 clusters Score -4834930 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4835330.000000 Penalty: 3428.021973
	Iteration 2Q: 3 clusters Score -4835330 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4835801.000000 Penalty: 3428.021973
	Iteration 3Q: 3 clusters Score -4835801 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -4836400.000000 Penalty: 3428.021973
	Iteration 4Q: 3 clusters Score -4836400 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4837271.000000 Penalty: 3428.021973
	Iteration 5Q: 3 clusters Score -4837271 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4838651.500000 Penalty: 3428.021973
	Iteration 6F: 3 clusters Score -4838652 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4840702.500000 Penalty: 3428.021973
	Iteration 7F: 3 clusters Score -4840702 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4843364.000000 Penalty: 3428.021973
	Iteration 8F: 3 clusters Score -4843364 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4846039.000000 Penalty: 3428.021973
	Iteration 9F: 3 clusters Score -4846039 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4847842.000000 Penalty: 3428.021973
	Iteration 10Q: 3 clusters Score -4847842 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4848701.000000 Penalty: 3428.021973
	Iteration 11Q: 3 clusters Score -4848701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4849009.000000 Penalty: 3428.021973
	Iteration 12Q: 3 clusters Score -4849009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4849131.000000 Penalty: 3428.021973
	Iteration 13Q: 3 clusters Score -4849131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4849197.500000 Penalty: 3428.021973
	Iteration 14Q: 3 clusters Score -4849198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4849228.500000 Penalty: 3428.021973
	Iteration 15Q: 3 clusters Score -4849228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4849243.000000 Penalty: 3428.021973
	Iteration 16Q: 3 clusters Score -4849243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4849249.000000 Penalty: 3428.021973
	Iteration 17Q: 3 clusters Score -4849249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4849250.500000 Penalty: 3428.021973
	Iteration 18Q: 3 clusters Score -4849250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4849255.000000 Penalty: 3428.021973
	Iteration 19Q: 3 clusters Score -4849255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 3428.021973
	Iteration 20F: 3 clusters Score -4849260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 3428.021973
	Iteration 21Q: 3 clusters Score -4849260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 3428.021973
	Iteration 22F: 3 clusters Score -4849260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20493.962891 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20493.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20854.994141 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20854.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21084.216797 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21084.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21247.843750 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21247.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21293.259766 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21293.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21544.148438 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21544.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21591.535156 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21591.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21598.462891 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21598.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21599.519531 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21599.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21599.519531 Penalty: 1871.643066
	Iteration 9F: 3 clusters Score -21599.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71473 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40256 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 75283 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 38092 members 
Mstep: Class 18 contains 100 members 
Mstep: Class 20 contains 119962 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 110715 members 
Entering Unmasked Estep 
Score: -61601740.000000 Penalty: 34085.648438
Splitting cluster 18 changes total score from -61602296.000000 to -61601740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (119962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119962 members 
Entering Unmasked Estep 
Score: -15289134.000000 Penalty: 1900.426147
	Iteration 0F: 2 clusters Score -1.528913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -15228243.000000 Penalty: 3800.852295
	Iteration 0F: 3 clusters Score -1.522824e+07 nChanged 57529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -15261555.000000 Penalty: 3800.852295
	Iteration 1F: 3 clusters Score -1.526156e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -15262714.000000 Penalty: 3800.852295
	Iteration 2Q: 3 clusters Score -1.526271e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -15264411.000000 Penalty: 3800.852295
	Iteration 3Q: 3 clusters Score -1.526441e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -15267124.000000 Penalty: 3800.852295
	Iteration 4F: 3 clusters Score -1.526712e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -15271122.000000 Penalty: 3800.852295
	Iteration 5F: 3 clusters Score -1.527112e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -15276236.000000 Penalty: 3800.852295
	Iteration 6F: 3 clusters Score -1.527624e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -15281945.000000 Penalty: 3800.852295
	Iteration 7F: 3 clusters Score -1.528194e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -15285929.000000 Penalty: 3800.852295
	Iteration 8F: 3 clusters Score -1.528593e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -15287437.000000 Penalty: 3800.852295
	Iteration 9Q: 3 clusters Score -1.528744e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -15288103.000000 Penalty: 3800.852295
	Iteration 10Q: 3 clusters Score -1.52881e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -15288487.000000 Penalty: 3800.852295
	Iteration 11Q: 3 clusters Score -1.528849e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -15288879.000000 Penalty: 3800.852295
	Iteration 12Q: 3 clusters Score -1.528888e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -15289321.000000 Penalty: 3800.852295
	Iteration 13Q: 3 clusters Score -1.528932e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -15289802.000000 Penalty: 3800.852295
	Iteration 14Q: 3 clusters Score -1.52898e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -15290159.000000 Penalty: 3800.852295
	Iteration 15Q: 3 clusters Score -1.529016e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -15290518.000000 Penalty: 3800.852295
	Iteration 16Q: 3 clusters Score -1.529052e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -15290783.000000 Penalty: 3800.852295
	Iteration 17Q: 3 clusters Score -1.529078e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -15291188.000000 Penalty: 3800.852295
	Iteration 18Q: 3 clusters Score -1.529119e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -15291470.000000 Penalty: 3800.852295
	Iteration 19Q: 3 clusters Score -1.529147e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -15291737.000000 Penalty: 3800.852295
	Iteration 20F: 3 clusters Score -1.529174e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -15291901.000000 Penalty: 3800.852295
	Iteration 21Q: 3 clusters Score -1.52919e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -15292133.000000 Penalty: 3800.852295
	Iteration 22Q: 3 clusters Score -1.529213e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -15292231.000000 Penalty: 3800.852295
	Iteration 23Q: 3 clusters Score -1.529223e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -15292381.000000 Penalty: 3800.852295
	Iteration 24Q: 3 clusters Score -1.529238e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -15292445.000000 Penalty: 3800.852295
	Iteration 25Q: 3 clusters Score -1.529244e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -15292494.000000 Penalty: 3800.852295
	Iteration 26Q: 3 clusters Score -1.529249e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -15292517.000000 Penalty: 3800.852295
	Iteration 27Q: 3 clusters Score -1.529252e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -15292512.000000 Penalty: 3800.852295
	Iteration 28Q: 3 clusters Score -1.529251e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -15292491.000000 Penalty: 3800.852295
	Iteration 29Q: 3 clusters Score -1.529249e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -15292444.000000 Penalty: 3800.852295
	Iteration 30Q: 3 clusters Score -1.529244e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -15292351.000000 Penalty: 3800.852295
	Iteration 31Q: 3 clusters Score -1.529235e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -15292210.000000 Penalty: 3800.852295
	Iteration 32Q: 3 clusters Score -1.529221e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -15292170.000000 Penalty: 3800.852295
	Iteration 33Q: 3 clusters Score -1.529217e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -15292059.000000 Penalty: 3800.852295
	Iteration 34Q: 3 clusters Score -1.529206e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -15291918.000000 Penalty: 3800.852295
	Iteration 35Q: 3 clusters Score -1.529192e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -15291876.000000 Penalty: 3800.852295
	Iteration 36Q: 3 clusters Score -1.529188e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -15291820.000000 Penalty: 3800.852295
	Iteration 37Q: 3 clusters Score -1.529182e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -15291711.000000 Penalty: 3800.852295
	Iteration 38Q: 3 clusters Score -1.529171e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -15291668.000000 Penalty: 3800.852295
	Iteration 39Q: 3 clusters Score -1.529167e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -15291672.000000 Penalty: 3800.852295
	Iteration 40F: 3 clusters Score -1.529167e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -15291495.000000 Penalty: 3800.852295
	Iteration 41Q: 3 clusters Score -1.52915e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -15291365.000000 Penalty: 3800.852295
	Iteration 42Q: 3 clusters Score -1.529136e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -15291261.000000 Penalty: 3800.852295
	Iteration 43Q: 3 clusters Score -1.529126e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -15291075.000000 Penalty: 3800.852295
	Iteration 44Q: 3 clusters Score -1.529108e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -15290971.000000 Penalty: 3800.852295
	Iteration 45Q: 3 clusters Score -1.529097e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -15290756.000000 Penalty: 3800.852295
	Iteration 46Q: 3 clusters Score -1.529076e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -15290561.000000 Penalty: 3800.852295
	Iteration 47Q: 3 clusters Score -1.529056e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -15290455.000000 Penalty: 3800.852295
	Iteration 48Q: 3 clusters Score -1.529046e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -15290314.000000 Penalty: 3800.852295
	Iteration 49Q: 3 clusters Score -1.529031e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -15290284.000000 Penalty: 3800.852295
	Iteration 50Q: 3 clusters Score -1.529028e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -15290190.000000 Penalty: 3800.852295
	Iteration 51Q: 3 clusters Score -1.529019e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -15290113.000000 Penalty: 3800.852295
	Iteration 52Q: 3 clusters Score -1.529011e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -15290053.000000 Penalty: 3800.852295
	Iteration 53Q: 3 clusters Score -1.529005e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -15289978.000000 Penalty: 3800.852295
	Iteration 54Q: 3 clusters Score -1.528998e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -15289925.000000 Penalty: 3800.852295
	Iteration 55Q: 3 clusters Score -1.528992e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -15289868.000000 Penalty: 3800.852295
	Iteration 56Q: 3 clusters Score -1.528987e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -15289845.000000 Penalty: 3800.852295
	Iteration 57Q: 3 clusters Score -1.528984e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -15289820.000000 Penalty: 3800.852295
	Iteration 58Q: 3 clusters Score -1.528982e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -15290042.000000 Penalty: 3800.852295
	Iteration 59Q: 3 clusters Score -1.529004e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -15290249.000000 Penalty: 3800.852295
	Iteration 60F: 3 clusters Score -1.529025e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105413 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -15290493.000000 Penalty: 3800.852295
	Iteration 61Q: 3 clusters Score -1.529049e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -15290763.000000 Penalty: 3800.852295
	Iteration 62Q: 3 clusters Score -1.529076e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -15290946.000000 Penalty: 3800.852295
	Iteration 63Q: 3 clusters Score -1.529095e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -15291025.000000 Penalty: 3800.852295
	Iteration 64Q: 3 clusters Score -1.529102e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -15291138.000000 Penalty: 3800.852295
	Iteration 65Q: 3 clusters Score -1.529114e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -15291264.000000 Penalty: 3800.852295
	Iteration 66Q: 3 clusters Score -1.529126e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -15291297.000000 Penalty: 3800.852295
	Iteration 67Q: 3 clusters Score -1.52913e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -15291375.000000 Penalty: 3800.852295
	Iteration 68Q: 3 clusters Score -1.529138e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -15291459.000000 Penalty: 3800.852295
	Iteration 69Q: 3 clusters Score -1.529146e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -15291547.000000 Penalty: 3800.852295
	Iteration 70Q: 3 clusters Score -1.529155e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -15291573.000000 Penalty: 3800.852295
	Iteration 71Q: 3 clusters Score -1.529157e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -15291621.000000 Penalty: 3800.852295
	Iteration 72Q: 3 clusters Score -1.529162e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -15291704.000000 Penalty: 3800.852295
	Iteration 73Q: 3 clusters Score -1.52917e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -15291701.000000 Penalty: 3800.852295
	Iteration 74Q: 3 clusters Score -1.52917e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -15291733.000000 Penalty: 3800.852295
	Iteration 75Q: 3 clusters Score -1.529173e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -15291738.000000 Penalty: 3800.852295
	Iteration 76Q: 3 clusters Score -1.529174e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -15291739.000000 Penalty: 3800.852295
	Iteration 77Q: 3 clusters Score -1.529174e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -15291692.000000 Penalty: 3800.852295
	Iteration 78Q: 3 clusters Score -1.529169e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -15291658.000000 Penalty: 3800.852295
	Iteration 79Q: 3 clusters Score -1.529166e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -15291609.000000 Penalty: 3800.852295
	Iteration 80F: 3 clusters Score -1.529161e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -15291570.000000 Penalty: 3800.852295
	Iteration 81Q: 3 clusters Score -1.529157e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -15291565.000000 Penalty: 3800.852295
	Iteration 82Q: 3 clusters Score -1.529156e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112233 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -15291553.000000 Penalty: 3800.852295
	Iteration 83Q: 3 clusters Score -1.529155e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -15291559.000000 Penalty: 3800.852295
	Iteration 84Q: 3 clusters Score -1.529156e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -15291549.000000 Penalty: 3800.852295
	Iteration 85Q: 3 clusters Score -1.529155e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -15291514.000000 Penalty: 3800.852295
	Iteration 86Q: 3 clusters Score -1.529151e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -15291496.000000 Penalty: 3800.852295
	Iteration 87Q: 3 clusters Score -1.52915e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -15291478.000000 Penalty: 3800.852295
	Iteration 88Q: 3 clusters Score -1.529148e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -15291444.000000 Penalty: 3800.852295
	Iteration 89Q: 3 clusters Score -1.529144e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -15291402.000000 Penalty: 3800.852295
	Iteration 90Q: 3 clusters Score -1.52914e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -15291418.000000 Penalty: 3800.852295
	Iteration 91Q: 3 clusters Score -1.529142e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -15291408.000000 Penalty: 3800.852295
	Iteration 92Q: 3 clusters Score -1.529141e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -15291385.000000 Penalty: 3800.852295
	Iteration 93Q: 3 clusters Score -1.529138e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -15291392.000000 Penalty: 3800.852295
	Iteration 94Q: 3 clusters Score -1.529139e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113396 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -15291350.000000 Penalty: 3800.852295
	Iteration 95Q: 3 clusters Score -1.529135e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -15291356.000000 Penalty: 3800.852295
	Iteration 96Q: 3 clusters Score -1.529136e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -15291325.000000 Penalty: 3800.852295
	Iteration 97Q: 3 clusters Score -1.529132e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -15291320.000000 Penalty: 3800.852295
	Iteration 98Q: 3 clusters Score -1.529132e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -15291311.000000 Penalty: 3800.852295
	Iteration 99Q: 3 clusters Score -1.529131e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -15291342.000000 Penalty: 3800.852295
	Iteration 100F: 3 clusters Score -1.529134e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113785 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -15291351.000000 Penalty: 3800.852295
	Iteration 101Q: 3 clusters Score -1.529135e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -15291289.000000 Penalty: 3800.852295
	Iteration 102Q: 3 clusters Score -1.529129e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -15291270.000000 Penalty: 3800.852295
	Iteration 103Q: 3 clusters Score -1.529127e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -15291258.000000 Penalty: 3800.852295
	Iteration 104Q: 3 clusters Score -1.529126e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -15291230.000000 Penalty: 3800.852295
	Iteration 105Q: 3 clusters Score -1.529123e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -15291197.000000 Penalty: 3800.852295
	Iteration 106Q: 3 clusters Score -1.52912e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -15291174.000000 Penalty: 3800.852295
	Iteration 107Q: 3 clusters Score -1.529117e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -15291146.000000 Penalty: 3800.852295
	Iteration 108Q: 3 clusters Score -1.529115e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -15291141.000000 Penalty: 3800.852295
	Iteration 109Q: 3 clusters Score -1.529114e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -15291133.000000 Penalty: 3800.852295
	Iteration 110Q: 3 clusters Score -1.529113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -15291131.000000 Penalty: 3800.852295
	Iteration 111Q: 3 clusters Score -1.529113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -15291086.000000 Penalty: 3800.852295
	Iteration 112Q: 3 clusters Score -1.529109e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -15291070.000000 Penalty: 3800.852295
	Iteration 113Q: 3 clusters Score -1.529107e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -15291063.000000 Penalty: 3800.852295
	Iteration 114Q: 3 clusters Score -1.529106e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -15291025.000000 Penalty: 3800.852295
	Iteration 115Q: 3 clusters Score -1.529102e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -15291012.000000 Penalty: 3800.852295
	Iteration 116Q: 3 clusters Score -1.529101e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -15290999.000000 Penalty: 3800.852295
	Iteration 117Q: 3 clusters Score -1.5291e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -15291020.000000 Penalty: 3800.852295
	Iteration 118Q: 3 clusters Score -1.529102e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -15291000.000000 Penalty: 3800.852295
	Iteration 119Q: 3 clusters Score -1.5291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -15291002.000000 Penalty: 3800.852295
	Iteration 120F: 3 clusters Score -1.5291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15291003.000000 Penalty: 3800.852295
	Iteration 121Q: 3 clusters Score -1.5291e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -15290982.000000 Penalty: 3800.852295
	Iteration 122Q: 3 clusters Score -1.529098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -15290990.000000 Penalty: 3800.852295
	Iteration 123Q: 3 clusters Score -1.529099e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115224 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -15290992.000000 Penalty: 3800.852295
	Iteration 124Q: 3 clusters Score -1.529099e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -15290968.000000 Penalty: 3800.852295
	Iteration 125Q: 3 clusters Score -1.529097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -15290939.000000 Penalty: 3800.852295
	Iteration 126Q: 3 clusters Score -1.529094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -15290915.000000 Penalty: 3800.852295
	Iteration 127Q: 3 clusters Score -1.529092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15290890.000000 Penalty: 3800.852295
	Iteration 128Q: 3 clusters Score -1.529089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -15290891.000000 Penalty: 3800.852295
	Iteration 129Q: 3 clusters Score -1.529089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -15290873.000000 Penalty: 3800.852295
	Iteration 130Q: 3 clusters Score -1.529087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -15290863.000000 Penalty: 3800.852295
	Iteration 131Q: 3 clusters Score -1.529086e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -15290851.000000 Penalty: 3800.852295
	Iteration 132Q: 3 clusters Score -1.529085e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -15290857.000000 Penalty: 3800.852295
	Iteration 133Q: 3 clusters Score -1.529086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115536 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -15290851.000000 Penalty: 3800.852295
	Iteration 134Q: 3 clusters Score -1.529085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -15290856.000000 Penalty: 3800.852295
	Iteration 135Q: 3 clusters Score -1.529086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -15290863.000000 Penalty: 3800.852295
	Iteration 136Q: 3 clusters Score -1.529086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -15290848.000000 Penalty: 3800.852295
	Iteration 137Q: 3 clusters Score -1.529085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -15290830.000000 Penalty: 3800.852295
	Iteration 138Q: 3 clusters Score -1.529083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -15290845.000000 Penalty: 3800.852295
	Iteration 139Q: 3 clusters Score -1.529084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -15290819.000000 Penalty: 3800.852295
	Iteration 140F: 3 clusters Score -1.529082e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -15290839.000000 Penalty: 3800.852295
	Iteration 141Q: 3 clusters Score -1.529084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -15290835.000000 Penalty: 3800.852295
	Iteration 142Q: 3 clusters Score -1.529084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -15290847.000000 Penalty: 3800.852295
	Iteration 143Q: 3 clusters Score -1.529085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -15290838.000000 Penalty: 3800.852295
	Iteration 144Q: 3 clusters Score -1.529084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -15290832.000000 Penalty: 3800.852295
	Iteration 145Q: 3 clusters Score -1.529083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -15290825.000000 Penalty: 3800.852295
	Iteration 146Q: 3 clusters Score -1.529082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115761 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -15290839.000000 Penalty: 3800.852295
	Iteration 147Q: 3 clusters Score -1.529084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -15290833.000000 Penalty: 3800.852295
	Iteration 148Q: 3 clusters Score -1.529083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -15290807.000000 Penalty: 3800.852295
	Iteration 149Q: 3 clusters Score -1.529081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -15290807.000000 Penalty: 3800.852295
	Iteration 150Q: 3 clusters Score -1.529081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -15290800.000000 Penalty: 3800.852295
	Iteration 151Q: 3 clusters Score -1.52908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -15290794.000000 Penalty: 3800.852295
	Iteration 152Q: 3 clusters Score -1.529079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -15290828.000000 Penalty: 3800.852295
	Iteration 153Q: 3 clusters Score -1.529083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -15290844.000000 Penalty: 3800.852295
	Iteration 154Q: 3 clusters Score -1.529084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -15290849.000000 Penalty: 3800.852295
	Iteration 155Q: 3 clusters Score -1.529085e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115890 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -15290840.000000 Penalty: 3800.852295
	Iteration 156Q: 3 clusters Score -1.529084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -15290844.000000 Penalty: 3800.852295
	Iteration 157Q: 3 clusters Score -1.529084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -15290822.000000 Penalty: 3800.852295
	Iteration 158Q: 3 clusters Score -1.529082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -15290817.000000 Penalty: 3800.852295
	Iteration 159Q: 3 clusters Score -1.529082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -15290812.000000 Penalty: 3800.852295
	Iteration 160F: 3 clusters Score -1.529081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15290826.000000 Penalty: 3800.852295
	Iteration 161Q: 3 clusters Score -1.529083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -15290835.000000 Penalty: 3800.852295
	Iteration 162Q: 3 clusters Score -1.529084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -15290824.000000 Penalty: 3800.852295
	Iteration 163Q: 3 clusters Score -1.529082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -15290816.000000 Penalty: 3800.852295
	Iteration 164Q: 3 clusters Score -1.529082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -15290817.000000 Penalty: 3800.852295
	Iteration 165Q: 3 clusters Score -1.529082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -15290803.000000 Penalty: 3800.852295
	Iteration 166Q: 3 clusters Score -1.52908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -15290803.000000 Penalty: 3800.852295
	Iteration 167Q: 3 clusters Score -1.52908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -15290797.000000 Penalty: 3800.852295
	Iteration 168Q: 3 clusters Score -1.52908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -15290794.000000 Penalty: 3800.852295
	Iteration 169Q: 3 clusters Score -1.529079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -15290794.000000 Penalty: 3800.852295
	Iteration 170F: 3 clusters Score -1.529079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 71473 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40256 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 75283 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 38092 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 115990 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 110715 members 
Entering Unmasked Estep 
Score: -61603468.000000 Penalty: 34085.648438
Splitting cluster 20 changes total score from -61602296.000000 to -61603468.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 21 (23541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Entering Unmasked Estep 
Score: -2984372.250000 Penalty: 1635.806030
	Iteration 0F: 2 clusters Score -2984372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2968550.500000 Penalty: 3271.612061
	Iteration 0F: 3 clusters Score -2968550 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2974366.000000 Penalty: 3271.612061
	Iteration 1F: 3 clusters Score -2974366 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2974643.750000 Penalty: 3271.612061
	Iteration 2Q: 3 clusters Score -2974644 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2974877.000000 Penalty: 3271.612061
	Iteration 3Q: 3 clusters Score -2974877 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2975120.500000 Penalty: 3271.612061
	Iteration 4Q: 3 clusters Score -2975120 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2975415.500000 Penalty: 3271.612061
	Iteration 5Q: 3 clusters Score -2975416 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2975765.500000 Penalty: 3271.612061
	Iteration 6Q: 3 clusters Score -2975766 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2976277.250000 Penalty: 3271.612061
	Iteration 7Q: 3 clusters Score -2976277 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2977046.750000 Penalty: 3271.612061
	Iteration 8F: 3 clusters Score -2977047 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2978112.000000 Penalty: 3271.612061
	Iteration 9F: 3 clusters Score -2978112 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2979433.000000 Penalty: 3271.612061
	Iteration 10F: 3 clusters Score -2979433 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2980729.250000 Penalty: 3271.612061
	Iteration 11F: 3 clusters Score -2980729 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2981851.500000 Penalty: 3271.612061
	Iteration 12F: 3 clusters Score -2981852 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2982548.250000 Penalty: 3271.612061
	Iteration 13Q: 3 clusters Score -2982548 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2982900.250000 Penalty: 3271.612061
	Iteration 14Q: 3 clusters Score -2982900 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2983062.000000 Penalty: 3271.612061
	Iteration 15Q: 3 clusters Score -2983062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2983138.000000 Penalty: 3271.612061
	Iteration 16Q: 3 clusters Score -2983138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2983179.500000 Penalty: 3271.612061
	Iteration 17Q: 3 clusters Score -2983180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2983210.000000 Penalty: 3271.612061
	Iteration 18Q: 3 clusters Score -2983210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2983226.750000 Penalty: 3271.612061
	Iteration 19Q: 3 clusters Score -2983227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2983222.250000 Penalty: 3271.612061
	Iteration 20F: 3 clusters Score -2983222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2983230.250000 Penalty: 3271.612061
	Iteration 21Q: 3 clusters Score -2983230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2983234.250000 Penalty: 3271.612061
	Iteration 22Q: 3 clusters Score -2983234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2983234.250000 Penalty: 3271.612061
	Iteration 23Q: 3 clusters Score -2983234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2983241.500000 Penalty: 3271.612061
	Iteration 24Q: 3 clusters Score -2983242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2983240.000000 Penalty: 3271.612061
	Iteration 25Q: 3 clusters Score -2983240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2983238.500000 Penalty: 3271.612061
	Iteration 26Q: 3 clusters Score -2983238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2983239.750000 Penalty: 3271.612061
	Iteration 27Q: 3 clusters Score -2983240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2983241.250000 Penalty: 3271.612061
	Iteration 28Q: 3 clusters Score -2983241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2983242.250000 Penalty: 3271.612061
	Iteration 29Q: 3 clusters Score -2983242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2983240.500000 Penalty: 3271.612061
	Iteration 30Q: 3 clusters Score -2983240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2983240.500000 Penalty: 3271.612061
	Iteration 31F: 3 clusters Score -2983240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Entering Unmasked Estep 
Score: -14103315.000000 Penalty: 1887.391113
	Iteration 0F: 2 clusters Score -1.410332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -14035976.000000 Penalty: 3774.782227
	Iteration 0F: 3 clusters Score -1.403598e+07 nChanged 53001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -14067217.000000 Penalty: 3774.782227
	Iteration 1F: 3 clusters Score -1.406722e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -14068530.000000 Penalty: 3774.782227
	Iteration 2Q: 3 clusters Score -1.406853e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -14070695.000000 Penalty: 3774.782227
	Iteration 3F: 3 clusters Score -1.40707e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -14073470.000000 Penalty: 3774.782227
	Iteration 4F: 3 clusters Score -1.407347e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -14077331.000000 Penalty: 3774.782227
	Iteration 5F: 3 clusters Score -1.407733e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -14081804.000000 Penalty: 3774.782227
	Iteration 6F: 3 clusters Score -1.40818e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -14086132.000000 Penalty: 3774.782227
	Iteration 7F: 3 clusters Score -1.408613e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -14089700.000000 Penalty: 3774.782227
	Iteration 8Q: 3 clusters Score -1.40897e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -14091951.000000 Penalty: 3774.782227
	Iteration 9Q: 3 clusters Score -1.409195e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -14093105.000000 Penalty: 3774.782227
	Iteration 10Q: 3 clusters Score -1.40931e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -14093850.000000 Penalty: 3774.782227
	Iteration 11Q: 3 clusters Score -1.409385e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -14094375.000000 Penalty: 3774.782227
	Iteration 12Q: 3 clusters Score -1.409438e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -14094843.000000 Penalty: 3774.782227
	Iteration 13Q: 3 clusters Score -1.409484e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -14095438.000000 Penalty: 3774.782227
	Iteration 14Q: 3 clusters Score -1.409544e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -14096175.000000 Penalty: 3774.782227
	Iteration 15Q: 3 clusters Score -1.409618e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 105575 members 
Entering Unmasked Estep 
Score: -14096920.000000 Penalty: 3774.782227
	Iteration 16Q: 3 clusters Score -1.409692e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -14097629.000000 Penalty: 3774.782227
	Iteration 17Q: 3 clusters Score -1.409763e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -14098221.000000 Penalty: 3774.782227
	Iteration 18Q: 3 clusters Score -1.409822e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -14098805.000000 Penalty: 3774.782227
	Iteration 19Q: 3 clusters Score -1.40988e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -14099332.000000 Penalty: 3774.782227
	Iteration 20F: 3 clusters Score -1.409933e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 107876 members 
Entering Unmasked Estep 
Score: -14099743.000000 Penalty: 3774.782227
	Iteration 21Q: 3 clusters Score -1.409974e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -14100049.000000 Penalty: 3774.782227
	Iteration 22Q: 3 clusters Score -1.410005e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -14100368.000000 Penalty: 3774.782227
	Iteration 23Q: 3 clusters Score -1.410037e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -14100628.000000 Penalty: 3774.782227
	Iteration 24Q: 3 clusters Score -1.410063e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -14100791.000000 Penalty: 3774.782227
	Iteration 25Q: 3 clusters Score -1.410079e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -14100939.000000 Penalty: 3774.782227
	Iteration 26Q: 3 clusters Score -1.410094e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -14101128.000000 Penalty: 3774.782227
	Iteration 27Q: 3 clusters Score -1.410113e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -14101237.000000 Penalty: 3774.782227
	Iteration 28Q: 3 clusters Score -1.410124e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -14101352.000000 Penalty: 3774.782227
	Iteration 29Q: 3 clusters Score -1.410135e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -14101445.000000 Penalty: 3774.782227
	Iteration 30Q: 3 clusters Score -1.410144e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -14101507.000000 Penalty: 3774.782227
	Iteration 31Q: 3 clusters Score -1.410151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -14101538.000000 Penalty: 3774.782227
	Iteration 32Q: 3 clusters Score -1.410154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -14101572.000000 Penalty: 3774.782227
	Iteration 33Q: 3 clusters Score -1.410157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -14101589.000000 Penalty: 3774.782227
	Iteration 34Q: 3 clusters Score -1.410159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -14101604.000000 Penalty: 3774.782227
	Iteration 35Q: 3 clusters Score -1.41016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 110248 members 
Entering Unmasked Estep 
Score: -14101628.000000 Penalty: 3774.782227
	Iteration 36Q: 3 clusters Score -1.410163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -14101628.000000 Penalty: 3774.782227
	Iteration 37Q: 3 clusters Score -1.410163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -14101632.000000 Penalty: 3774.782227
	Iteration 38Q: 3 clusters Score -1.410163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -14101641.000000 Penalty: 3774.782227
	Iteration 39Q: 3 clusters Score -1.410164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -14101663.000000 Penalty: 3774.782227
	Iteration 40F: 3 clusters Score -1.410166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -14101666.000000 Penalty: 3774.782227
	Iteration 41Q: 3 clusters Score -1.410167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -14101665.000000 Penalty: 3774.782227
	Iteration 42Q: 3 clusters Score -1.410166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -14101670.000000 Penalty: 3774.782227
	Iteration 43Q: 3 clusters Score -1.410167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -14101686.000000 Penalty: 3774.782227
	Iteration 44Q: 3 clusters Score -1.410169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -14101686.000000 Penalty: 3774.782227
	Iteration 45Q: 3 clusters Score -1.410169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -14101695.000000 Penalty: 3774.782227
	Iteration 46Q: 3 clusters Score -1.41017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -14101703.000000 Penalty: 3774.782227
	Iteration 47Q: 3 clusters Score -1.41017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -14101698.000000 Penalty: 3774.782227
	Iteration 48Q: 3 clusters Score -1.41017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -14101693.000000 Penalty: 3774.782227
	Iteration 49Q: 3 clusters Score -1.410169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -14101703.000000 Penalty: 3774.782227
	Iteration 50Q: 3 clusters Score -1.41017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -14101700.000000 Penalty: 3774.782227
	Iteration 51Q: 3 clusters Score -1.41017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -14101703.000000 Penalty: 3774.782227
	Iteration 52Q: 3 clusters Score -1.41017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -14101704.000000 Penalty: 3774.782227
	Iteration 53Q: 3 clusters Score -1.41017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -14101709.000000 Penalty: 3774.782227
	Iteration 54Q: 3 clusters Score -1.410171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -14101703.000000 Penalty: 3774.782227
	Iteration 55Q: 3 clusters Score -1.41017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -14101705.000000 Penalty: 3774.782227
	Iteration 56Q: 3 clusters Score -1.41017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -14101703.000000 Penalty: 3774.782227
	Iteration 57Q: 3 clusters Score -1.41017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -14101700.000000 Penalty: 3774.782227
	Iteration 58Q: 3 clusters Score -1.41017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -14101700.000000 Penalty: 3774.782227
	Iteration 59F: 3 clusters Score -1.41017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 71473 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40256 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 14 contains 75283 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 38092 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 115990 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 110715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61603756.000000 Penalty: 34085.648438
Iteration 79Q: 17 clusters Score -6.160376e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 71526 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40154 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 14 contains 75342 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 38313 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 115608 members 
Mstep: Class 21 contains 23563 members 
Mstep: Class 22 contains 110803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61604368.000000 Penalty: 34085.648438
Iteration 80F: 17 clusters Score -6.160437e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 71465 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 40066 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4902 members 
Mstep: Class 14 contains 75237 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 115136 members 
Mstep: Class 21 contains 23561 members 
Mstep: Class 22 contains 110730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61605144.000000 Penalty: 34085.648438
Iteration 81Q: 17 clusters Score -6.160514e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 71395 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39963 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 14 contains 75162 members 
Mstep: Class 16 contains 4755 members 
Mstep: Class 17 contains 38464 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114932 members 
Mstep: Class 21 contains 23556 members 
Mstep: Class 22 contains 110638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61605628.000000 Penalty: 34085.648438
Iteration 82Q: 17 clusters Score -6.160563e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 71311 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39857 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4888 members 
Mstep: Class 14 contains 75098 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 38511 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114821 members 
Mstep: Class 21 contains 23544 members 
Mstep: Class 22 contains 110535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606100.000000 Penalty: 34085.648438
Iteration 83Q: 17 clusters Score -6.16061e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 71211 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39766 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 14 contains 75064 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 38552 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114750 members 
Mstep: Class 21 contains 23526 members 
Mstep: Class 22 contains 110390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606320.000000 Penalty: 34085.648438
Iteration 84Q: 17 clusters Score -6.160632e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 71136 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39702 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 14 contains 75001 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 38566 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114653 members 
Mstep: Class 21 contains 23527 members 
Mstep: Class 22 contains 110235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606744.000000 Penalty: 34085.648438
Iteration 85Q: 17 clusters Score -6.160674e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 71063 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 14 contains 74898 members 
Mstep: Class 16 contains 4741 members 
Mstep: Class 17 contains 38565 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114620 members 
Mstep: Class 21 contains 23512 members 
Mstep: Class 22 contains 110069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61606908.000000 Penalty: 34085.648438
Iteration 86Q: 17 clusters Score -6.160691e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 71013 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39567 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 14 contains 74770 members 
Mstep: Class 16 contains 4741 members 
Mstep: Class 17 contains 38547 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114551 members 
Mstep: Class 21 contains 23493 members 
Mstep: Class 22 contains 109936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607232.000000 Penalty: 34085.648438
Iteration 87Q: 17 clusters Score -6.160723e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 70961 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39512 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 14 contains 74634 members 
Mstep: Class 16 contains 4738 members 
Mstep: Class 17 contains 38522 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114496 members 
Mstep: Class 21 contains 23488 members 
Mstep: Class 22 contains 109772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607360.000000 Penalty: 34085.648438
Iteration 88Q: 17 clusters Score -6.160736e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 70916 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 14 contains 74492 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 38485 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114467 members 
Mstep: Class 21 contains 23476 members 
Mstep: Class 22 contains 109604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607576.000000 Penalty: 34085.648438
Iteration 89Q: 17 clusters Score -6.160758e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 70869 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39377 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 38448 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114394 members 
Mstep: Class 21 contains 23463 members 
Mstep: Class 22 contains 109487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607488.000000 Penalty: 34085.648438
Iteration 90Q: 17 clusters Score -6.160749e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 70844 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39305 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 14 contains 74238 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 38409 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114329 members 
Mstep: Class 21 contains 23448 members 
Mstep: Class 22 contains 109339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607712.000000 Penalty: 34085.648438
Iteration 91Q: 17 clusters Score -6.160771e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 70805 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39242 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 14 contains 74114 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 38369 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114275 members 
Mstep: Class 21 contains 23430 members 
Mstep: Class 22 contains 109202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607820.000000 Penalty: 34085.648438
Iteration 92Q: 17 clusters Score -6.160782e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 70771 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39190 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 14 contains 73979 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 38329 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114188 members 
Mstep: Class 21 contains 23413 members 
Mstep: Class 22 contains 109073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61607940.000000 Penalty: 34085.648438
Iteration 93Q: 17 clusters Score -6.160794e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 70731 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39135 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 14 contains 73819 members 
Mstep: Class 16 contains 4719 members 
Mstep: Class 17 contains 38268 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114129 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 108924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608132.000000 Penalty: 34085.648438
Iteration 94Q: 17 clusters Score -6.160813e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 70706 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39080 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 14 contains 73635 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 38203 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 114020 members 
Mstep: Class 21 contains 23362 members 
Mstep: Class 22 contains 108785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608328.000000 Penalty: 34085.648438
Iteration 95Q: 17 clusters Score -6.160833e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 70709 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39041 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 14 contains 73392 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 38140 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113940 members 
Mstep: Class 21 contains 23338 members 
Mstep: Class 22 contains 108636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608600.000000 Penalty: 34085.648438
Iteration 96Q: 17 clusters Score -6.16086e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 70679 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 39004 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 14 contains 73175 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 38084 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113849 members 
Mstep: Class 21 contains 23309 members 
Mstep: Class 22 contains 108503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608768.000000 Penalty: 34085.648438
Iteration 97Q: 17 clusters Score -6.160877e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 70648 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38962 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 14 contains 72954 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 38021 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113792 members 
Mstep: Class 21 contains 23278 members 
Mstep: Class 22 contains 108344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608812.000000 Penalty: 34085.648438
Iteration 98Q: 17 clusters Score -6.160881e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 70631 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38926 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 14 contains 72686 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 37952 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113743 members 
Mstep: Class 21 contains 23260 members 
Mstep: Class 22 contains 108187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608720.000000 Penalty: 34085.648438
Iteration 99Q: 17 clusters Score -6.160872e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 70609 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38886 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 14 contains 72424 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113672 members 
Mstep: Class 21 contains 23239 members 
Mstep: Class 22 contains 108068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61608936.000000 Penalty: 34085.648438
Iteration 100F: 17 clusters Score -6.160894e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 70580 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38865 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 14 contains 72104 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 37811 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113567 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 107944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609084.000000 Penalty: 34085.648438
Iteration 101Q: 17 clusters Score -6.160908e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 70561 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38847 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 14 contains 71769 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 37745 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113467 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 107798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609224.000000 Penalty: 34085.648438
Iteration 102Q: 17 clusters Score -6.160922e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 70543 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38827 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 14 contains 71389 members 
Mstep: Class 16 contains 4705 members 
Mstep: Class 17 contains 37692 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113341 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 107668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609496.000000 Penalty: 34085.648438
Iteration 103Q: 17 clusters Score -6.16095e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 70512 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38813 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 14 contains 70978 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 37624 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113205 members 
Mstep: Class 21 contains 23176 members 
Mstep: Class 22 contains 107574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61609624.000000 Penalty: 34085.648438
Iteration 104Q: 17 clusters Score -6.160962e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 70474 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38785 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4846 members 
Mstep: Class 14 contains 70544 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 37547 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 113071 members 
Mstep: Class 21 contains 23161 members 
Mstep: Class 22 contains 107501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610024.000000 Penalty: 34085.648438
Iteration 105Q: 17 clusters Score -6.161002e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 70417 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38765 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 14 contains 70084 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 37486 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112923 members 
Mstep: Class 21 contains 23132 members 
Mstep: Class 22 contains 107440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610224.000000 Penalty: 34085.648438
Iteration 106Q: 17 clusters Score -6.161022e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 70361 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38726 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 14 contains 69608 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 17 contains 37399 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112807 members 
Mstep: Class 21 contains 23123 members 
Mstep: Class 22 contains 107363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610256.000000 Penalty: 34085.648438
Iteration 107Q: 17 clusters Score -6.161026e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 70296 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38681 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 14 contains 69138 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 37308 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112662 members 
Mstep: Class 21 contains 23108 members 
Mstep: Class 22 contains 107322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610508.000000 Penalty: 34085.648438
Iteration 108Q: 17 clusters Score -6.161051e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 70224 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38646 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 14 contains 68667 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 37229 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112460 members 
Mstep: Class 21 contains 23085 members 
Mstep: Class 22 contains 107244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610872.000000 Penalty: 34085.648438
Iteration 109Q: 17 clusters Score -6.161087e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 70163 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 14 contains 68209 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 37141 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112255 members 
Mstep: Class 21 contains 23057 members 
Mstep: Class 22 contains 107134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610876.000000 Penalty: 34085.648438
Iteration 110Q: 17 clusters Score -6.161088e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 70091 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38546 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 14 contains 67714 members 
Mstep: Class 16 contains 4694 members 
Mstep: Class 17 contains 37039 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 112038 members 
Mstep: Class 21 contains 23015 members 
Mstep: Class 22 contains 106965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61610972.000000 Penalty: 34085.648438
Iteration 111Q: 17 clusters Score -6.161097e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 69994 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38522 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 14 contains 67164 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 36915 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 111766 members 
Mstep: Class 21 contains 22982 members 
Mstep: Class 22 contains 106847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611380.000000 Penalty: 34085.648438
Iteration 112Q: 17 clusters Score -6.161138e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 69882 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38488 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 14 contains 66665 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 36818 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 111388 members 
Mstep: Class 21 contains 22946 members 
Mstep: Class 22 contains 106712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61611884.000000 Penalty: 34085.648438
Iteration 113Q: 17 clusters Score -6.161188e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 69773 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38465 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 14 contains 66161 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 36699 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 111046 members 
Mstep: Class 21 contains 22918 members 
Mstep: Class 22 contains 106552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612044.000000 Penalty: 34085.648438
Iteration 114Q: 17 clusters Score -6.161204e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 69648 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38456 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 14 contains 65627 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 36587 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 110738 members 
Mstep: Class 21 contains 22910 members 
Mstep: Class 22 contains 106406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612060.000000 Penalty: 34085.648438
Iteration 115Q: 17 clusters Score -6.161206e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 69530 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38446 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1596 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 14 contains 65096 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 36470 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 110448 members 
Mstep: Class 21 contains 22888 members 
Mstep: Class 22 contains 106212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612092.000000 Penalty: 34085.648438
Iteration 116Q: 17 clusters Score -6.161209e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 69395 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38468 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 14 contains 64562 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 36365 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 110154 members 
Mstep: Class 21 contains 22868 members 
Mstep: Class 22 contains 106015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612044.000000 Penalty: 34085.648438
Iteration 117Q: 17 clusters Score -6.161204e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 69249 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38472 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 14 contains 64017 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 36261 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109947 members 
Mstep: Class 21 contains 22837 members 
Mstep: Class 22 contains 105815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612032.000000 Penalty: 34085.648438
Iteration 118Q: 17 clusters Score -6.161203e+07 nChanged 2348
Entering ConstructFrom: 
Score: -61612032.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (34402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Entering Unmasked Estep 
Score: -4471323.500000 Penalty: 1697.453979
	Iteration 0F: 2 clusters Score -4471324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4448265.500000 Penalty: 3394.907959
	Iteration 0F: 3 clusters Score -4448266 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4456898.000000 Penalty: 3394.907959
	Iteration 1F: 3 clusters Score -4456898 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4457176.000000 Penalty: 3394.907959
	Iteration 2Q: 3 clusters Score -4457176 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4457476.000000 Penalty: 3394.907959
	Iteration 3Q: 3 clusters Score -4457476 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4457714.000000 Penalty: 3394.907959
	Iteration 4Q: 3 clusters Score -4457714 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4457978.500000 Penalty: 3394.907959
	Iteration 5Q: 3 clusters Score -4457978 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4458256.000000 Penalty: 3394.907959
	Iteration 6Q: 3 clusters Score -4458256 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4458570.000000 Penalty: 3394.907959
	Iteration 7Q: 3 clusters Score -4458570 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4459075.500000 Penalty: 3394.907959
	Iteration 8Q: 3 clusters Score -4459076 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4459861.500000 Penalty: 3394.907959
	Iteration 9Q: 3 clusters Score -4459862 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4461090.000000 Penalty: 3394.907959
	Iteration 10F: 3 clusters Score -4461090 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4462926.000000 Penalty: 3394.907959
	Iteration 11F: 3 clusters Score -4462926 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4465132.500000 Penalty: 3394.907959
	Iteration 12F: 3 clusters Score -4465132 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4467196.500000 Penalty: 3394.907959
	Iteration 13F: 3 clusters Score -4467196 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4468553.000000 Penalty: 3394.907959
	Iteration 14Q: 3 clusters Score -4468553 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4469256.500000 Penalty: 3394.907959
	Iteration 15Q: 3 clusters Score -4469256 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4469544.000000 Penalty: 3394.907959
	Iteration 16Q: 3 clusters Score -4469544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4469674.000000 Penalty: 3394.907959
	Iteration 17Q: 3 clusters Score -4469674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4469715.500000 Penalty: 3394.907959
	Iteration 18Q: 3 clusters Score -4469716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4469752.000000 Penalty: 3394.907959
	Iteration 19Q: 3 clusters Score -4469752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4469777.000000 Penalty: 3394.907959
	Iteration 20F: 3 clusters Score -4469777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4469788.500000 Penalty: 3394.907959
	Iteration 21Q: 3 clusters Score -4469788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4469799.000000 Penalty: 3394.907959
	Iteration 22Q: 3 clusters Score -4469799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4469798.000000 Penalty: 3394.907959
	Iteration 23Q: 3 clusters Score -4469798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4469798.000000 Penalty: 3394.907959
	Iteration 24Q: 3 clusters Score -4469798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4469811.000000 Penalty: 3394.907959
	Iteration 25Q: 3 clusters Score -4469811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4469818.000000 Penalty: 3394.907959
	Iteration 26Q: 3 clusters Score -4469818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4469819.000000 Penalty: 3394.907959
	Iteration 27Q: 3 clusters Score -4469819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4469819.000000 Penalty: 3394.907959
	Iteration 28F: 3 clusters Score -4469819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Entering Unmasked Estep 
Score: -8804224.000000 Penalty: 1810.858521
	Iteration 0F: 2 clusters Score -8804224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -8758526.000000 Penalty: 3621.717041
	Iteration 0F: 3 clusters Score -8758526 nChanged 32837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -8777268.000000 Penalty: 3621.717041
	Iteration 1F: 3 clusters Score -8777268 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -8777758.000000 Penalty: 3621.717041
	Iteration 2Q: 3 clusters Score -8777758 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8778288.000000 Penalty: 3621.717041
	Iteration 3Q: 3 clusters Score -8778288 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -8779099.000000 Penalty: 3621.717041
	Iteration 4Q: 3 clusters Score -8779099 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -8780289.000000 Penalty: 3621.717041
	Iteration 5Q: 3 clusters Score -8780289 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -8782146.000000 Penalty: 3621.717041
	Iteration 6Q: 3 clusters Score -8782146 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8784932.000000 Penalty: 3621.717041
	Iteration 7F: 3 clusters Score -8784932 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8788384.000000 Penalty: 3621.717041
	Iteration 8F: 3 clusters Score -8788384 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -8791557.000000 Penalty: 3621.717041
	Iteration 9F: 3 clusters Score -8791557 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8793551.000000 Penalty: 3621.717041
	Iteration 10Q: 3 clusters Score -8793551 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -8794780.000000 Penalty: 3621.717041
	Iteration 11Q: 3 clusters Score -8794780 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -8795612.000000 Penalty: 3621.717041
	Iteration 12Q: 3 clusters Score -8795612 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8796402.000000 Penalty: 3621.717041
	Iteration 13Q: 3 clusters Score -8796402 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8797163.000000 Penalty: 3621.717041
	Iteration 14Q: 3 clusters Score -8797163 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -8797894.000000 Penalty: 3621.717041
	Iteration 15Q: 3 clusters Score -8797894 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -8798578.000000 Penalty: 3621.717041
	Iteration 16Q: 3 clusters Score -8798578 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -8799266.000000 Penalty: 3621.717041
	Iteration 17Q: 3 clusters Score -8799266 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8799902.000000 Penalty: 3621.717041
	Iteration 18Q: 3 clusters Score -8799902 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8800501.000000 Penalty: 3621.717041
	Iteration 19Q: 3 clusters Score -8800501 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8800980.000000 Penalty: 3621.717041
	Iteration 20F: 3 clusters Score -8800980 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8801388.000000 Penalty: 3621.717041
	Iteration 21Q: 3 clusters Score -8801388 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8801717.000000 Penalty: 3621.717041
	Iteration 22Q: 3 clusters Score -8801717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8801972.000000 Penalty: 3621.717041
	Iteration 23Q: 3 clusters Score -8801972 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8802131.000000 Penalty: 3621.717041
	Iteration 24Q: 3 clusters Score -8802131 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8802274.000000 Penalty: 3621.717041
	Iteration 25Q: 3 clusters Score -8802274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8802368.000000 Penalty: 3621.717041
	Iteration 26Q: 3 clusters Score -8802368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8802430.000000 Penalty: 3621.717041
	Iteration 27Q: 3 clusters Score -8802430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8802482.000000 Penalty: 3621.717041
	Iteration 28Q: 3 clusters Score -8802482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8802510.000000 Penalty: 3621.717041
	Iteration 29Q: 3 clusters Score -8802510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8802518.000000 Penalty: 3621.717041
	Iteration 30Q: 3 clusters Score -8802518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8802539.000000 Penalty: 3621.717041
	Iteration 31Q: 3 clusters Score -8802539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8802556.000000 Penalty: 3621.717041
	Iteration 32Q: 3 clusters Score -8802556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8802568.000000 Penalty: 3621.717041
	Iteration 33Q: 3 clusters Score -8802568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8802586.000000 Penalty: 3621.717041
	Iteration 34Q: 3 clusters Score -8802586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8802592.000000 Penalty: 3621.717041
	Iteration 35Q: 3 clusters Score -8802592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8802591.000000 Penalty: 3621.717041
	Iteration 36Q: 3 clusters Score -8802591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8802593.000000 Penalty: 3621.717041
	Iteration 37Q: 3 clusters Score -8802593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8802600.000000 Penalty: 3621.717041
	Iteration 38Q: 3 clusters Score -8802600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8802599.000000 Penalty: 3621.717041
	Iteration 39Q: 3 clusters Score -8802599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8802609.000000 Penalty: 3621.717041
	Iteration 40F: 3 clusters Score -8802609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8802617.000000 Penalty: 3621.717041
	Iteration 41Q: 3 clusters Score -8802617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8802618.000000 Penalty: 3621.717041
	Iteration 42Q: 3 clusters Score -8802618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8802619.000000 Penalty: 3621.717041
	Iteration 43Q: 3 clusters Score -8802619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8802621.000000 Penalty: 3621.717041
	Iteration 44Q: 3 clusters Score -8802621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8802624.000000 Penalty: 3621.717041
	Iteration 45Q: 3 clusters Score -8802624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8802624.000000 Penalty: 3621.717041
	Iteration 46Q: 3 clusters Score -8802624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8802624.000000 Penalty: 3621.717041
	Iteration 47Q: 3 clusters Score -8802624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8802628.000000 Penalty: 3621.717041
	Iteration 48Q: 3 clusters Score -8802628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8802634.000000 Penalty: 3621.717041
	Iteration 49Q: 3 clusters Score -8802634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8802634.000000 Penalty: 3621.717041
	Iteration 50Q: 3 clusters Score -8802634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8802632.000000 Penalty: 3621.717041
	Iteration 51Q: 3 clusters Score -8802632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8802631.000000 Penalty: 3621.717041
	Iteration 52Q: 3 clusters Score -8802631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8802633.000000 Penalty: 3621.717041
	Iteration 53Q: 3 clusters Score -8802633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8802637.000000 Penalty: 3621.717041
	Iteration 54Q: 3 clusters Score -8802637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8802643.000000 Penalty: 3621.717041
	Iteration 55Q: 3 clusters Score -8802643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8802640.000000 Penalty: 3621.717041
	Iteration 56Q: 3 clusters Score -8802640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8802640.000000 Penalty: 3621.717041
	Iteration 57F: 3 clusters Score -8802640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31975.902344 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31975.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32298.585938 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32298.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32397.371094 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32397.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32464.289062 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32464.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32524.873047 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32524.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32538.902344 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32538.902344 Penalty: 1892.489868
	Iteration 6F: 3 clusters Score -32538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Entering Unmasked Estep 
Score: -4708051.500000 Penalty: 1715.674683
	Iteration 0F: 2 clusters Score -4708052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4682073.000000 Penalty: 3431.349365
	Iteration 0F: 3 clusters Score -4682073 nChanged 17999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4692194.000000 Penalty: 3431.349365
	Iteration 1F: 3 clusters Score -4692194 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4692518.500000 Penalty: 3431.349365
	Iteration 2Q: 3 clusters Score -4692518 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4692869.000000 Penalty: 3431.349365
	Iteration 3Q: 3 clusters Score -4692869 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4693339.000000 Penalty: 3431.349365
	Iteration 4Q: 3 clusters Score -4693339 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4693907.500000 Penalty: 3431.349365
	Iteration 5Q: 3 clusters Score -4693908 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4694695.500000 Penalty: 3431.349365
	Iteration 6Q: 3 clusters Score -4694696 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -4695952.000000 Penalty: 3431.349365
	Iteration 7F: 3 clusters Score -4695952 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4697760.500000 Penalty: 3431.349365
	Iteration 8F: 3 clusters Score -4697760 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4700191.500000 Penalty: 3431.349365
	Iteration 9F: 3 clusters Score -4700192 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4702675.500000 Penalty: 3431.349365
	Iteration 10F: 3 clusters Score -4702676 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4704564.000000 Penalty: 3431.349365
	Iteration 11F: 3 clusters Score -4704564 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4705647.500000 Penalty: 3431.349365
	Iteration 12Q: 3 clusters Score -4705648 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4706127.500000 Penalty: 3431.349365
	Iteration 13Q: 3 clusters Score -4706128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4706349.000000 Penalty: 3431.349365
	Iteration 14Q: 3 clusters Score -4706349 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4706452.500000 Penalty: 3431.349365
	Iteration 15Q: 3 clusters Score -4706452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4706495.000000 Penalty: 3431.349365
	Iteration 16Q: 3 clusters Score -4706495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4706522.000000 Penalty: 3431.349365
	Iteration 17Q: 3 clusters Score -4706522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -4706547.000000 Penalty: 3431.349365
	Iteration 18Q: 3 clusters Score -4706547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4706565.500000 Penalty: 3431.349365
	Iteration 19Q: 3 clusters Score -4706566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4706571.000000 Penalty: 3431.349365
	Iteration 20F: 3 clusters Score -4706571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4706572.500000 Penalty: 3431.349365
	Iteration 21Q: 3 clusters Score -4706572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4706579.000000 Penalty: 3431.349365
	Iteration 22Q: 3 clusters Score -4706579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4706581.000000 Penalty: 3431.349365
	Iteration 23Q: 3 clusters Score -4706581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4706585.500000 Penalty: 3431.349365
	Iteration 24Q: 3 clusters Score -4706586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4706594.000000 Penalty: 3431.349365
	Iteration 25Q: 3 clusters Score -4706594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4706596.000000 Penalty: 3431.349365
	Iteration 26Q: 3 clusters Score -4706596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4706598.000000 Penalty: 3431.349365
	Iteration 27Q: 3 clusters Score -4706598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4706599.500000 Penalty: 3431.349365
	Iteration 28Q: 3 clusters Score -4706600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4706599.500000 Penalty: 3431.349365
	Iteration 29Q: 3 clusters Score -4706600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4706600.000000 Penalty: 3431.349365
	Iteration 30Q: 3 clusters Score -4706600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4706597.500000 Penalty: 3431.349365
	Iteration 31Q: 3 clusters Score -4706598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4706602.000000 Penalty: 3431.349365
	Iteration 32Q: 3 clusters Score -4706602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4706601.000000 Penalty: 3431.349365
	Iteration 33Q: 3 clusters Score -4706601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4706604.000000 Penalty: 3431.349365
	Iteration 34Q: 3 clusters Score -4706604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4706606.500000 Penalty: 3431.349365
	Iteration 35Q: 3 clusters Score -4706606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4706606.000000 Penalty: 3431.349365
	Iteration 36Q: 3 clusters Score -4706606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4706606.000000 Penalty: 3431.349365
	Iteration 37F: 3 clusters Score -4706606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -80990.601562 Penalty: 1072.257690
	Iteration 0F: 2 clusters Score -80990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79789.703125 Penalty: 2144.515381
	Iteration 0F: 3 clusters Score -79789.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80127.070312 Penalty: 2144.515381
	Iteration 1F: 3 clusters Score -80127.07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80347.546875 Penalty: 2144.515381
	Iteration 2F: 3 clusters Score -80347.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80508.882812 Penalty: 2144.515381
	Iteration 3F: 3 clusters Score -80508.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80607.109375 Penalty: 2144.515381
	Iteration 4Q: 3 clusters Score -80607.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80700.726562 Penalty: 2144.515381
	Iteration 5Q: 3 clusters Score -80700.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80787.250000 Penalty: 2144.515381
	Iteration 6Q: 3 clusters Score -80787.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80805.242188 Penalty: 2144.515381
	Iteration 7Q: 3 clusters Score -80805.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -80817.296875 Penalty: 2144.515381
	Iteration 8Q: 3 clusters Score -80817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -80823.375000 Penalty: 2144.515381
	Iteration 9Q: 3 clusters Score -80823.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80825.554688 Penalty: 2144.515381
	Iteration 10Q: 3 clusters Score -80825.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -80828.367188 Penalty: 2144.515381
	Iteration 11Q: 3 clusters Score -80828.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -80830.101562 Penalty: 2144.515381
	Iteration 12Q: 3 clusters Score -80830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80830.429688 Penalty: 2144.515381
	Iteration 13Q: 3 clusters Score -80830.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80830.429688 Penalty: 2144.515381
	Iteration 14F: 3 clusters Score -80830.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -197547.906250 Penalty: 1193.726685
	Iteration 0F: 2 clusters Score -197547.9 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 774 members 
Entering Unmasked Estep 
Score: -195727.312500 Penalty: 2387.453369
	Iteration 0F: 3 clusters Score -195727.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196058.156250 Penalty: 2387.453369
	Iteration 1F: 3 clusters Score -196058.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196149.828125 Penalty: 2387.453369
	Iteration 2F: 3 clusters Score -196149.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196214.140625 Penalty: 2387.453369
	Iteration 3F: 3 clusters Score -196214.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -196246.531250 Penalty: 2387.453369
	Iteration 4Q: 3 clusters Score -196246.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196261.187500 Penalty: 2387.453369
	Iteration 5Q: 3 clusters Score -196261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -196269.562500 Penalty: 2387.453369
	Iteration 6Q: 3 clusters Score -196269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196273.234375 Penalty: 2387.453369
	Iteration 7Q: 3 clusters Score -196273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -196279.718750 Penalty: 2387.453369
	Iteration 8Q: 3 clusters Score -196279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196284.390625 Penalty: 2387.453369
	Iteration 9Q: 3 clusters Score -196284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196287.921875 Penalty: 2387.453369
	Iteration 10Q: 3 clusters Score -196287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -196291.562500 Penalty: 2387.453369
	Iteration 11Q: 3 clusters Score -196291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -196293.515625 Penalty: 2387.453369
	Iteration 12Q: 3 clusters Score -196293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196295.109375 Penalty: 2387.453369
	Iteration 13Q: 3 clusters Score -196295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196295.109375 Penalty: 2387.453369
	Iteration 14F: 3 clusters Score -196295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -52551.800781 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -52551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51513.304688 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -51513.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51700.648438 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -51700.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51759.300781 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -51759.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51794.632812 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -51794.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51843.941406 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -51843.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51896.449219 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -51896.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51949.761719 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -51949.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52044.925781 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -52044.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52078.554688 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -52078.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52128.406250 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -52128.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52196.941406 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -52196.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52250.964844 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -52250.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52305.265625 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -52305.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52357.335938 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -52357.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52378.667969 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -52378.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52386.386719 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -52386.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52393.910156 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -52393.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52396.792969 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -52396.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52402.250000 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -52402.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52408.007812 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -52408.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52412.250000 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -52412.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52420.878906 Penalty: 2025.545654
	Iteration 21Q: 3 clusters Score -52420.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52421.500000 Penalty: 2025.545654
	Iteration 22Q: 3 clusters Score -52421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52421.500000 Penalty: 2025.545654
	Iteration 23F: 3 clusters Score -52421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -120369.500000 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -120369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118940.929688 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -118940.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119188.835938 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -119188.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119265.078125 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -119265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119296.789062 Penalty: 2232.767334
	Iteration 3Q: 3 clusters Score -119296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119313.406250 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -119313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119323.132812 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -119323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119331.039062 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -119331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -119340.210938 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -119340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119349.820312 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -119349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -119354.640625 Penalty: 2232.767334
	Iteration 9Q: 3 clusters Score -119354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119358.796875 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -119358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -119364.468750 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -119364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119365.265625 Penalty: 2232.767334
	Iteration 12Q: 3 clusters Score -119365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119365.265625 Penalty: 2232.767334
	Iteration 13F: 3 clusters Score -119365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -613660.187500 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -613660.2 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 2439 members 
Entering Unmasked Estep 
Score: -609756.875000 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -609756.9 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -610843.000000 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -610843 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -611045.000000 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -611045 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -611194.750000 Penalty: 2759.459229
	Iteration 3F: 3 clusters Score -611194.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -611332.875000 Penalty: 2759.459229
	Iteration 4Q: 3 clusters Score -611332.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -611497.750000 Penalty: 2759.459229
	Iteration 5Q: 3 clusters Score -611497.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -611679.000000 Penalty: 2759.459229
	Iteration 6F: 3 clusters Score -611679 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -611900.562500 Penalty: 2759.459229
	Iteration 7F: 3 clusters Score -611900.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -612073.687500 Penalty: 2759.459229
	Iteration 8F: 3 clusters Score -612073.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -612217.062500 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -612217.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -612298.000000 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -612298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -612348.812500 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -612348.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -612389.437500 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -612389.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -612414.125000 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -612414.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -612436.125000 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -612436.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -612453.562500 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -612453.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -612473.812500 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -612473.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -612492.812500 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -612492.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -612511.500000 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -612511.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -612528.500000 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -612528.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -612543.812500 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -612543.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -612558.812500 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -612558.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -612567.125000 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -612567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -612572.187500 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -612572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -612578.562500 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -612578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -612583.625000 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -612583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -612592.125000 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -612592.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -612599.250000 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -612599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -612606.500000 Penalty: 2759.459229
	Iteration 28Q: 3 clusters Score -612606.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -612615.187500 Penalty: 2759.459229
	Iteration 29Q: 3 clusters Score -612615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -612618.125000 Penalty: 2759.459229
	Iteration 30Q: 3 clusters Score -612618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -612621.062500 Penalty: 2759.459229
	Iteration 31Q: 3 clusters Score -612621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -612621.562500 Penalty: 2759.459229
	Iteration 32Q: 3 clusters Score -612621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -612624.250000 Penalty: 2759.459229
	Iteration 33Q: 3 clusters Score -612624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -612625.687500 Penalty: 2759.459229
	Iteration 34Q: 3 clusters Score -612625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -612625.937500 Penalty: 2759.459229
	Iteration 35Q: 3 clusters Score -612625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -612625.937500 Penalty: 2759.459229
	Iteration 36F: 3 clusters Score -612625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (63468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Entering Unmasked Estep 
Score: -8088894.000000 Penalty: 1796.972412
	Iteration 0F: 2 clusters Score -8088894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -8046446.500000 Penalty: 3593.944824
	Iteration 0F: 3 clusters Score -8046446 nChanged 30270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -8063608.000000 Penalty: 3593.944824
	Iteration 1F: 3 clusters Score -8063608 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8064185.500000 Penalty: 3593.944824
	Iteration 2Q: 3 clusters Score -8064186 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8064816.500000 Penalty: 3593.944824
	Iteration 3Q: 3 clusters Score -8064816 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -8065771.500000 Penalty: 3593.944824
	Iteration 4Q: 3 clusters Score -8065772 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8067345.500000 Penalty: 3593.944824
	Iteration 5Q: 3 clusters Score -8067346 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -8069841.500000 Penalty: 3593.944824
	Iteration 6F: 3 clusters Score -8069842 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -8073560.000000 Penalty: 3593.944824
	Iteration 7F: 3 clusters Score -8073560 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -8077682.000000 Penalty: 3593.944824
	Iteration 8F: 3 clusters Score -8077682 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8080873.500000 Penalty: 3593.944824
	Iteration 9F: 3 clusters Score -8080874 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8083026.000000 Penalty: 3593.944824
	Iteration 10Q: 3 clusters Score -8083026 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8084514.000000 Penalty: 3593.944824
	Iteration 11Q: 3 clusters Score -8084514 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8085439.500000 Penalty: 3593.944824
	Iteration 12Q: 3 clusters Score -8085440 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8086100.500000 Penalty: 3593.944824
	Iteration 13Q: 3 clusters Score -8086100 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8086518.500000 Penalty: 3593.944824
	Iteration 14Q: 3 clusters Score -8086518 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8086856.500000 Penalty: 3593.944824
	Iteration 15Q: 3 clusters Score -8086856 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8087030.500000 Penalty: 3593.944824
	Iteration 16Q: 3 clusters Score -8087030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8087107.500000 Penalty: 3593.944824
	Iteration 17Q: 3 clusters Score -8087108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8087161.000000 Penalty: 3593.944824
	Iteration 18Q: 3 clusters Score -8087161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8087206.500000 Penalty: 3593.944824
	Iteration 19Q: 3 clusters Score -8087206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8087250.000000 Penalty: 3593.944824
	Iteration 20F: 3 clusters Score -8087250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8087255.500000 Penalty: 3593.944824
	Iteration 21Q: 3 clusters Score -8087256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8087266.500000 Penalty: 3593.944824
	Iteration 22Q: 3 clusters Score -8087266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8087278.000000 Penalty: 3593.944824
	Iteration 23Q: 3 clusters Score -8087278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8087291.000000 Penalty: 3593.944824
	Iteration 24Q: 3 clusters Score -8087291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8087291.000000 Penalty: 3593.944824
	Iteration 25Q: 3 clusters Score -8087291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8087291.000000 Penalty: 3593.944824
	Iteration 26F: 3 clusters Score -8087291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Entering Unmasked Estep 
Score: -547695.500000 Penalty: 1372.913696
	Iteration 0F: 2 clusters Score -547695.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -543946.000000 Penalty: 2745.827393
	Iteration 0F: 3 clusters Score -543946 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -545138.687500 Penalty: 2745.827393
	Iteration 1F: 3 clusters Score -545138.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -545516.125000 Penalty: 2745.827393
	Iteration 2F: 3 clusters Score -545516.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -545850.562500 Penalty: 2745.827393
	Iteration 3F: 3 clusters Score -545850.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -546142.750000 Penalty: 2745.827393
	Iteration 4F: 3 clusters Score -546142.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -546391.562500 Penalty: 2745.827393
	Iteration 5F: 3 clusters Score -546391.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -546596.687500 Penalty: 2745.827393
	Iteration 6Q: 3 clusters Score -546596.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -546737.437500 Penalty: 2745.827393
	Iteration 7Q: 3 clusters Score -546737.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -546818.000000 Penalty: 2745.827393
	Iteration 8Q: 3 clusters Score -546818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -546859.500000 Penalty: 2745.827393
	Iteration 9Q: 3 clusters Score -546859.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -546883.437500 Penalty: 2745.827393
	Iteration 10Q: 3 clusters Score -546883.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -546899.437500 Penalty: 2745.827393
	Iteration 11Q: 3 clusters Score -546899.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -546908.187500 Penalty: 2745.827393
	Iteration 12Q: 3 clusters Score -546908.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -546919.000000 Penalty: 2745.827393
	Iteration 13Q: 3 clusters Score -546919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -546926.437500 Penalty: 2745.827393
	Iteration 14Q: 3 clusters Score -546926.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -546930.375000 Penalty: 2745.827393
	Iteration 15Q: 3 clusters Score -546930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -546932.812500 Penalty: 2745.827393
	Iteration 16Q: 3 clusters Score -546932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -546934.062500 Penalty: 2745.827393
	Iteration 17Q: 3 clusters Score -546934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -546936.312500 Penalty: 2745.827393
	Iteration 18Q: 3 clusters Score -546936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -546935.687500 Penalty: 2745.827393
	Iteration 19Q: 3 clusters Score -546935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -546936.437500 Penalty: 2745.827393
	Iteration 20F: 3 clusters Score -546936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Entering Unmasked Estep 
Score: -4600245.500000 Penalty: 1705.507690
	Iteration 0F: 2 clusters Score -4600246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4575986.500000 Penalty: 3411.015381
	Iteration 0F: 3 clusters Score -4575986 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4585313.000000 Penalty: 3411.015381
	Iteration 1F: 3 clusters Score -4585313 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4585676.500000 Penalty: 3411.015381
	Iteration 2Q: 3 clusters Score -4585676 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4586060.500000 Penalty: 3411.015381
	Iteration 3Q: 3 clusters Score -4586060 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4586577.500000 Penalty: 3411.015381
	Iteration 4Q: 3 clusters Score -4586578 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4587363.000000 Penalty: 3411.015381
	Iteration 5Q: 3 clusters Score -4587363 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4588559.500000 Penalty: 3411.015381
	Iteration 6F: 3 clusters Score -4588560 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4590222.500000 Penalty: 3411.015381
	Iteration 7F: 3 clusters Score -4590222 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4592200.000000 Penalty: 3411.015381
	Iteration 8F: 3 clusters Score -4592200 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4594074.500000 Penalty: 3411.015381
	Iteration 9F: 3 clusters Score -4594074 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4595471.500000 Penalty: 3411.015381
	Iteration 10Q: 3 clusters Score -4595472 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4596388.500000 Penalty: 3411.015381
	Iteration 11Q: 3 clusters Score -4596388 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4597014.000000 Penalty: 3411.015381
	Iteration 12Q: 3 clusters Score -4597014 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4597504.500000 Penalty: 3411.015381
	Iteration 13Q: 3 clusters Score -4597504 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4597839.500000 Penalty: 3411.015381
	Iteration 14Q: 3 clusters Score -4597840 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4598125.500000 Penalty: 3411.015381
	Iteration 15Q: 3 clusters Score -4598126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4598305.000000 Penalty: 3411.015381
	Iteration 16Q: 3 clusters Score -4598305 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4598394.000000 Penalty: 3411.015381
	Iteration 17Q: 3 clusters Score -4598394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4598459.500000 Penalty: 3411.015381
	Iteration 18Q: 3 clusters Score -4598460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4598500.500000 Penalty: 3411.015381
	Iteration 19Q: 3 clusters Score -4598500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4598532.000000 Penalty: 3411.015381
	Iteration 20F: 3 clusters Score -4598532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4598550.500000 Penalty: 3411.015381
	Iteration 21Q: 3 clusters Score -4598550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4598583.500000 Penalty: 3411.015381
	Iteration 22Q: 3 clusters Score -4598584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4598586.000000 Penalty: 3411.015381
	Iteration 23Q: 3 clusters Score -4598586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4598596.000000 Penalty: 3411.015381
	Iteration 24Q: 3 clusters Score -4598596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4598608.000000 Penalty: 3411.015381
	Iteration 25Q: 3 clusters Score -4598608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4598619.500000 Penalty: 3411.015381
	Iteration 26Q: 3 clusters Score -4598620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4598635.000000 Penalty: 3411.015381
	Iteration 27Q: 3 clusters Score -4598635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4598642.000000 Penalty: 3411.015381
	Iteration 28Q: 3 clusters Score -4598642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4598650.500000 Penalty: 3411.015381
	Iteration 29Q: 3 clusters Score -4598650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4598663.000000 Penalty: 3411.015381
	Iteration 30Q: 3 clusters Score -4598663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4598665.500000 Penalty: 3411.015381
	Iteration 31Q: 3 clusters Score -4598666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4598678.500000 Penalty: 3411.015381
	Iteration 32Q: 3 clusters Score -4598678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4598679.500000 Penalty: 3411.015381
	Iteration 33Q: 3 clusters Score -4598680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4598686.000000 Penalty: 3411.015381
	Iteration 34Q: 3 clusters Score -4598686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4598690.500000 Penalty: 3411.015381
	Iteration 35Q: 3 clusters Score -4598690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4598689.500000 Penalty: 3411.015381
	Iteration 36Q: 3 clusters Score -4598690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4598689.500000 Penalty: 3411.015381
	Iteration 37Q: 3 clusters Score -4598690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4598693.000000 Penalty: 3411.015381
	Iteration 38Q: 3 clusters Score -4598693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4598693.500000 Penalty: 3411.015381
	Iteration 39Q: 3 clusters Score -4598694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4598695.000000 Penalty: 3411.015381
	Iteration 40F: 3 clusters Score -4598695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4598693.500000 Penalty: 3411.015381
	Iteration 41Q: 3 clusters Score -4598694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4598693.500000 Penalty: 3411.015381
	Iteration 42Q: 3 clusters Score -4598694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4598693.500000 Penalty: 3411.015381
	Iteration 43F: 3 clusters Score -4598694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20580.050781 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20580.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21090.308594 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21090.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21237.996094 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21376.972656 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21376.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21495.953125 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21495.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21513.312500 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21513.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21515.910156 Penalty: 1871.643066
	Iteration 6F: 3 clusters Score -21515.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21555.402344 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21555.402344 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -21555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 69130 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 108 members 
Mstep: Class 5 contains 38484 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 14 contains 63468 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 36150 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 20 contains 109723 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 105550 members 
Entering Unmasked Estep 
Score: -61611148.000000 Penalty: 36216.003906
Splitting cluster 18 changes total score from -61612032.000000 to -61611148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (109723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Entering Unmasked Estep 
Score: -13974823.000000 Penalty: 1885.928467
	Iteration 0F: 2 clusters Score -1.397482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -13909964.000000 Penalty: 3771.856934
	Iteration 0F: 3 clusters Score -1.390996e+07 nChanged 52764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -13940941.000000 Penalty: 3771.856934
	Iteration 1F: 3 clusters Score -1.394094e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -13941964.000000 Penalty: 3771.856934
	Iteration 2Q: 3 clusters Score -1.394196e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -13943682.000000 Penalty: 3771.856934
	Iteration 3Q: 3 clusters Score -1.394368e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -13946809.000000 Penalty: 3771.856934
	Iteration 4F: 3 clusters Score -1.394681e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -13951513.000000 Penalty: 3771.856934
	Iteration 5F: 3 clusters Score -1.395151e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -13957528.000000 Penalty: 3771.856934
	Iteration 6F: 3 clusters Score -1.395753e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -13963917.000000 Penalty: 3771.856934
	Iteration 7F: 3 clusters Score -1.396392e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -13968243.000000 Penalty: 3771.856934
	Iteration 8F: 3 clusters Score -1.396824e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -13969996.000000 Penalty: 3771.856934
	Iteration 9Q: 3 clusters Score -1.397e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -13970721.000000 Penalty: 3771.856934
	Iteration 10Q: 3 clusters Score -1.397072e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -13971238.000000 Penalty: 3771.856934
	Iteration 11Q: 3 clusters Score -1.397124e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -13971687.000000 Penalty: 3771.856934
	Iteration 12Q: 3 clusters Score -1.397169e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -13972145.000000 Penalty: 3771.856934
	Iteration 13Q: 3 clusters Score -1.397214e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -13972650.000000 Penalty: 3771.856934
	Iteration 14Q: 3 clusters Score -1.397265e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -13973141.000000 Penalty: 3771.856934
	Iteration 15Q: 3 clusters Score -1.397314e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -13973464.000000 Penalty: 3771.856934
	Iteration 16Q: 3 clusters Score -1.397346e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -13973765.000000 Penalty: 3771.856934
	Iteration 17Q: 3 clusters Score -1.397376e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -13974027.000000 Penalty: 3771.856934
	Iteration 18Q: 3 clusters Score -1.397403e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -13974207.000000 Penalty: 3771.856934
	Iteration 19Q: 3 clusters Score -1.397421e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -13974380.000000 Penalty: 3771.856934
	Iteration 20F: 3 clusters Score -1.397438e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -13974454.000000 Penalty: 3771.856934
	Iteration 21Q: 3 clusters Score -1.397445e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -13974556.000000 Penalty: 3771.856934
	Iteration 22Q: 3 clusters Score -1.397456e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -13974568.000000 Penalty: 3771.856934
	Iteration 23Q: 3 clusters Score -1.397457e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -13974624.000000 Penalty: 3771.856934
	Iteration 24Q: 3 clusters Score -1.397462e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -13974699.000000 Penalty: 3771.856934
	Iteration 25Q: 3 clusters Score -1.39747e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -13974783.000000 Penalty: 3771.856934
	Iteration 26Q: 3 clusters Score -1.397478e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -13974857.000000 Penalty: 3771.856934
	Iteration 27Q: 3 clusters Score -1.397486e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -13974879.000000 Penalty: 3771.856934
	Iteration 28Q: 3 clusters Score -1.397488e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -13974874.000000 Penalty: 3771.856934
	Iteration 29Q: 3 clusters Score -1.397487e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -13974906.000000 Penalty: 3771.856934
	Iteration 30Q: 3 clusters Score -1.397491e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -13974843.000000 Penalty: 3771.856934
	Iteration 31Q: 3 clusters Score -1.397484e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -13974904.000000 Penalty: 3771.856934
	Iteration 32Q: 3 clusters Score -1.39749e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -13974930.000000 Penalty: 3771.856934
	Iteration 33Q: 3 clusters Score -1.397493e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -13974887.000000 Penalty: 3771.856934
	Iteration 34Q: 3 clusters Score -1.397489e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -13974905.000000 Penalty: 3771.856934
	Iteration 35Q: 3 clusters Score -1.39749e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -13974976.000000 Penalty: 3771.856934
	Iteration 36Q: 3 clusters Score -1.397498e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -13974945.000000 Penalty: 3771.856934
	Iteration 37Q: 3 clusters Score -1.397494e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -13974962.000000 Penalty: 3771.856934
	Iteration 38Q: 3 clusters Score -1.397496e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -13974944.000000 Penalty: 3771.856934
	Iteration 39Q: 3 clusters Score -1.397494e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -13974946.000000 Penalty: 3771.856934
	Iteration 40F: 3 clusters Score -1.397495e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -13974901.000000 Penalty: 3771.856934
	Iteration 41Q: 3 clusters Score -1.39749e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -13974888.000000 Penalty: 3771.856934
	Iteration 42Q: 3 clusters Score -1.397489e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -13974921.000000 Penalty: 3771.856934
	Iteration 43Q: 3 clusters Score -1.397492e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -13974912.000000 Penalty: 3771.856934
	Iteration 44Q: 3 clusters Score -1.397491e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -13974966.000000 Penalty: 3771.856934
	Iteration 45Q: 3 clusters Score -1.397497e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -13975040.000000 Penalty: 3771.856934
	Iteration 46Q: 3 clusters Score -1.397504e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -13974976.000000 Penalty: 3771.856934
	Iteration 47Q: 3 clusters Score -1.397498e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -13974948.000000 Penalty: 3771.856934
	Iteration 48Q: 3 clusters Score -1.397495e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -13974861.000000 Penalty: 3771.856934
	Iteration 49Q: 3 clusters Score -1.397486e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -13974832.000000 Penalty: 3771.856934
	Iteration 50Q: 3 clusters Score -1.397483e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -13974867.000000 Penalty: 3771.856934
	Iteration 51Q: 3 clusters Score -1.397487e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -13974789.000000 Penalty: 3771.856934
	Iteration 52Q: 3 clusters Score -1.397479e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -13974743.000000 Penalty: 3771.856934
	Iteration 53Q: 3 clusters Score -1.397474e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -13974748.000000 Penalty: 3771.856934
	Iteration 54Q: 3 clusters Score -1.397475e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -13974744.000000 Penalty: 3771.856934
	Iteration 55Q: 3 clusters Score -1.397474e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -13974717.000000 Penalty: 3771.856934
	Iteration 56Q: 3 clusters Score -1.397472e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -13974733.000000 Penalty: 3771.856934
	Iteration 57Q: 3 clusters Score -1.397473e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13974730.000000 Penalty: 3771.856934
	Iteration 58Q: 3 clusters Score -1.397473e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -13974723.000000 Penalty: 3771.856934
	Iteration 59Q: 3 clusters Score -1.397472e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -13974708.000000 Penalty: 3771.856934
	Iteration 60F: 3 clusters Score -1.397471e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13974713.000000 Penalty: 3771.856934
	Iteration 61Q: 3 clusters Score -1.397471e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -13974747.000000 Penalty: 3771.856934
	Iteration 62Q: 3 clusters Score -1.397475e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -13974811.000000 Penalty: 3771.856934
	Iteration 63Q: 3 clusters Score -1.397481e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -13974800.000000 Penalty: 3771.856934
	Iteration 64Q: 3 clusters Score -1.39748e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -13974819.000000 Penalty: 3771.856934
	Iteration 65Q: 3 clusters Score -1.397482e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -13974862.000000 Penalty: 3771.856934
	Iteration 66Q: 3 clusters Score -1.397486e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -13974877.000000 Penalty: 3771.856934
	Iteration 67Q: 3 clusters Score -1.397488e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -13974958.000000 Penalty: 3771.856934
	Iteration 68Q: 3 clusters Score -1.397496e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -13974949.000000 Penalty: 3771.856934
	Iteration 69Q: 3 clusters Score -1.397495e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -13974942.000000 Penalty: 3771.856934
	Iteration 70Q: 3 clusters Score -1.397494e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -13974970.000000 Penalty: 3771.856934
	Iteration 71Q: 3 clusters Score -1.397497e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -13974997.000000 Penalty: 3771.856934
	Iteration 72Q: 3 clusters Score -1.3975e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -13975024.000000 Penalty: 3771.856934
	Iteration 73Q: 3 clusters Score -1.397502e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -13975044.000000 Penalty: 3771.856934
	Iteration 74Q: 3 clusters Score -1.397504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -13975075.000000 Penalty: 3771.856934
	Iteration 75Q: 3 clusters Score -1.397508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -13975079.000000 Penalty: 3771.856934
	Iteration 76Q: 3 clusters Score -1.397508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -13975096.000000 Penalty: 3771.856934
	Iteration 77Q: 3 clusters Score -1.39751e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -13975102.000000 Penalty: 3771.856934
	Iteration 78Q: 3 clusters Score -1.39751e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -13975081.000000 Penalty: 3771.856934
	Iteration 79Q: 3 clusters Score -1.397508e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13975110.000000 Penalty: 3771.856934
	Iteration 80F: 3 clusters Score -1.397511e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -13975151.000000 Penalty: 3771.856934
	Iteration 81Q: 3 clusters Score -1.397515e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -13975148.000000 Penalty: 3771.856934
	Iteration 82Q: 3 clusters Score -1.397515e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -13975132.000000 Penalty: 3771.856934
	Iteration 83Q: 3 clusters Score -1.397513e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -13975151.000000 Penalty: 3771.856934
	Iteration 84Q: 3 clusters Score -1.397515e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -13975136.000000 Penalty: 3771.856934
	Iteration 85Q: 3 clusters Score -1.397514e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -13975111.000000 Penalty: 3771.856934
	Iteration 86Q: 3 clusters Score -1.397511e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -13975097.000000 Penalty: 3771.856934
	Iteration 87Q: 3 clusters Score -1.39751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -13975108.000000 Penalty: 3771.856934
	Iteration 88Q: 3 clusters Score -1.397511e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -13975102.000000 Penalty: 3771.856934
	Iteration 89Q: 3 clusters Score -1.39751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -13975077.000000 Penalty: 3771.856934
	Iteration 90Q: 3 clusters Score -1.397508e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -13975050.000000 Penalty: 3771.856934
	Iteration 91Q: 3 clusters Score -1.397505e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -13975071.000000 Penalty: 3771.856934
	Iteration 92Q: 3 clusters Score -1.397507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -13975059.000000 Penalty: 3771.856934
	Iteration 93Q: 3 clusters Score -1.397506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -13975053.000000 Penalty: 3771.856934
	Iteration 94Q: 3 clusters Score -1.397505e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -13975055.000000 Penalty: 3771.856934
	Iteration 95Q: 3 clusters Score -1.397506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -13975054.000000 Penalty: 3771.856934
	Iteration 96Q: 3 clusters Score -1.397505e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -13975030.000000 Penalty: 3771.856934
	Iteration 97Q: 3 clusters Score -1.397503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -13975015.000000 Penalty: 3771.856934
	Iteration 98Q: 3 clusters Score -1.397502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -13974994.000000 Penalty: 3771.856934
	Iteration 99Q: 3 clusters Score -1.397499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -13974992.000000 Penalty: 3771.856934
	Iteration 100F: 3 clusters Score -1.397499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -13974981.000000 Penalty: 3771.856934
	Iteration 101Q: 3 clusters Score -1.397498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 107356 members 
Entering Unmasked Estep 
Score: -13974988.000000 Penalty: 3771.856934
	Iteration 102Q: 3 clusters Score -1.397499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -13974995.000000 Penalty: 3771.856934
	Iteration 103Q: 3 clusters Score -1.3975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -13974975.000000 Penalty: 3771.856934
	Iteration 104Q: 3 clusters Score -1.397498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -13974979.000000 Penalty: 3771.856934
	Iteration 105Q: 3 clusters Score -1.397498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -13974962.000000 Penalty: 3771.856934
	Iteration 106Q: 3 clusters Score -1.397496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -13974952.000000 Penalty: 3771.856934
	Iteration 107Q: 3 clusters Score -1.397495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -13974945.000000 Penalty: 3771.856934
	Iteration 108Q: 3 clusters Score -1.397494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -13974936.000000 Penalty: 3771.856934
	Iteration 109Q: 3 clusters Score -1.397494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -13974933.000000 Penalty: 3771.856934
	Iteration 110Q: 3 clusters Score -1.397493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 107563 members 
Entering Unmasked Estep 
Score: -13974935.000000 Penalty: 3771.856934
	Iteration 111Q: 3 clusters Score -1.397494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -13974940.000000 Penalty: 3771.856934
	Iteration 112Q: 3 clusters Score -1.397494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -13974898.000000 Penalty: 3771.856934
	Iteration 113Q: 3 clusters Score -1.39749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13974896.000000 Penalty: 3771.856934
	Iteration 114Q: 3 clusters Score -1.39749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -13974891.000000 Penalty: 3771.856934
	Iteration 115Q: 3 clusters Score -1.397489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -13974894.000000 Penalty: 3771.856934
	Iteration 116Q: 3 clusters Score -1.397489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -13974880.000000 Penalty: 3771.856934
	Iteration 117Q: 3 clusters Score -1.397488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -13974883.000000 Penalty: 3771.856934
	Iteration 118Q: 3 clusters Score -1.397488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -13974874.000000 Penalty: 3771.856934
	Iteration 119Q: 3 clusters Score -1.397487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -13974872.000000 Penalty: 3771.856934
	Iteration 120F: 3 clusters Score -1.397487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -13974868.000000 Penalty: 3771.856934
	Iteration 121Q: 3 clusters Score -1.397487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -13974865.000000 Penalty: 3771.856934
	Iteration 122Q: 3 clusters Score -1.397486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -13974857.000000 Penalty: 3771.856934
	Iteration 123Q: 3 clusters Score -1.397486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -13974857.000000 Penalty: 3771.856934
	Iteration 124F: 3 clusters Score -1.397486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 69130 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 107712 members 
Mstep: Class 5 contains 38484 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 14 contains 63468 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 36150 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 105550 members 
Entering Unmasked Estep 
Score: -61611788.000000 Penalty: 36216.003906
Splitting cluster 20 changes total score from -61612032.000000 to -61611788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Entering Unmasked Estep 
Score: -2891405.000000 Penalty: 1630.737061
	Iteration 0F: 2 clusters Score -2891405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2875948.750000 Penalty: 3261.474121
	Iteration 0F: 3 clusters Score -2875949 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2881474.250000 Penalty: 3261.474121
	Iteration 1F: 3 clusters Score -2881474 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2881782.500000 Penalty: 3261.474121
	Iteration 2Q: 3 clusters Score -2881782 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2882042.000000 Penalty: 3261.474121
	Iteration 3Q: 3 clusters Score -2882042 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2882266.000000 Penalty: 3261.474121
	Iteration 4Q: 3 clusters Score -2882266 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2882503.500000 Penalty: 3261.474121
	Iteration 5Q: 3 clusters Score -2882504 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2882790.000000 Penalty: 3261.474121
	Iteration 6Q: 3 clusters Score -2882790 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2883116.250000 Penalty: 3261.474121
	Iteration 7Q: 3 clusters Score -2883116 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2883502.250000 Penalty: 3261.474121
	Iteration 8Q: 3 clusters Score -2883502 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2883919.750000 Penalty: 3261.474121
	Iteration 9Q: 3 clusters Score -2883920 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2884444.000000 Penalty: 3261.474121
	Iteration 10F: 3 clusters Score -2884444 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2884923.250000 Penalty: 3261.474121
	Iteration 11Q: 3 clusters Score -2884923 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2885396.250000 Penalty: 3261.474121
	Iteration 12Q: 3 clusters Score -2885396 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2885899.750000 Penalty: 3261.474121
	Iteration 13Q: 3 clusters Score -2885900 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2886407.250000 Penalty: 3261.474121
	Iteration 14Q: 3 clusters Score -2886407 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2886921.000000 Penalty: 3261.474121
	Iteration 15Q: 3 clusters Score -2886921 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2887412.000000 Penalty: 3261.474121
	Iteration 16Q: 3 clusters Score -2887412 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2887889.500000 Penalty: 3261.474121
	Iteration 17Q: 3 clusters Score -2887890 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2888392.750000 Penalty: 3261.474121
	Iteration 18Q: 3 clusters Score -2888393 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2888914.250000 Penalty: 3261.474121
	Iteration 19Q: 3 clusters Score -2888914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2889362.750000 Penalty: 3261.474121
	Iteration 20F: 3 clusters Score -2889363 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2889719.750000 Penalty: 3261.474121
	Iteration 21Q: 3 clusters Score -2889720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2889934.250000 Penalty: 3261.474121
	Iteration 22Q: 3 clusters Score -2889934 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2890062.000000 Penalty: 3261.474121
	Iteration 23Q: 3 clusters Score -2890062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2890153.750000 Penalty: 3261.474121
	Iteration 24Q: 3 clusters Score -2890154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2890196.250000 Penalty: 3261.474121
	Iteration 25Q: 3 clusters Score -2890196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2890228.750000 Penalty: 3261.474121
	Iteration 26Q: 3 clusters Score -2890229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2890243.250000 Penalty: 3261.474121
	Iteration 27Q: 3 clusters Score -2890243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2890246.750000 Penalty: 3261.474121
	Iteration 28Q: 3 clusters Score -2890247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2890258.750000 Penalty: 3261.474121
	Iteration 29Q: 3 clusters Score -2890259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2890259.750000 Penalty: 3261.474121
	Iteration 30Q: 3 clusters Score -2890260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2890264.000000 Penalty: 3261.474121
	Iteration 31Q: 3 clusters Score -2890264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2890268.000000 Penalty: 3261.474121
	Iteration 32Q: 3 clusters Score -2890268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2890268.500000 Penalty: 3261.474121
	Iteration 33Q: 3 clusters Score -2890268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2890270.000000 Penalty: 3261.474121
	Iteration 34Q: 3 clusters Score -2890270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2890271.750000 Penalty: 3261.474121
	Iteration 35Q: 3 clusters Score -2890272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2890275.750000 Penalty: 3261.474121
	Iteration 36Q: 3 clusters Score -2890276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2890278.750000 Penalty: 3261.474121
	Iteration 37Q: 3 clusters Score -2890279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2890277.750000 Penalty: 3261.474121
	Iteration 38Q: 3 clusters Score -2890278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2890278.000000 Penalty: 3261.474121
	Iteration 39Q: 3 clusters Score -2890278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2890277.500000 Penalty: 3261.474121
	Iteration 40F: 3 clusters Score -2890278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Entering Unmasked Estep 
Score: -13439820.000000 Penalty: 1879.627808
	Iteration 0F: 2 clusters Score -1.343982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -13375757.000000 Penalty: 3759.255615
	Iteration 0F: 3 clusters Score -1.337576e+07 nChanged 50403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -13405484.000000 Penalty: 3759.255615
	Iteration 1F: 3 clusters Score -1.340548e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -13406628.000000 Penalty: 3759.255615
	Iteration 2Q: 3 clusters Score -1.340663e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -13408306.000000 Penalty: 3759.255615
	Iteration 3Q: 3 clusters Score -1.340831e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -13411092.000000 Penalty: 3759.255615
	Iteration 4F: 3 clusters Score -1.341109e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -13415060.000000 Penalty: 3759.255615
	Iteration 5F: 3 clusters Score -1.341506e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -13420068.000000 Penalty: 3759.255615
	Iteration 6F: 3 clusters Score -1.342007e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -13425372.000000 Penalty: 3759.255615
	Iteration 7F: 3 clusters Score -1.342537e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -13429562.000000 Penalty: 3759.255615
	Iteration 8F: 3 clusters Score -1.342956e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -13432085.000000 Penalty: 3759.255615
	Iteration 9Q: 3 clusters Score -1.343208e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -13433501.000000 Penalty: 3759.255615
	Iteration 10Q: 3 clusters Score -1.34335e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -13434270.000000 Penalty: 3759.255615
	Iteration 11Q: 3 clusters Score -1.343427e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -13434813.000000 Penalty: 3759.255615
	Iteration 12Q: 3 clusters Score -1.343481e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -13435309.000000 Penalty: 3759.255615
	Iteration 13Q: 3 clusters Score -1.343531e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -13435719.000000 Penalty: 3759.255615
	Iteration 14Q: 3 clusters Score -1.343572e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -13436059.000000 Penalty: 3759.255615
	Iteration 15Q: 3 clusters Score -1.343606e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -13436414.000000 Penalty: 3759.255615
	Iteration 16Q: 3 clusters Score -1.343641e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -13436772.000000 Penalty: 3759.255615
	Iteration 17Q: 3 clusters Score -1.343677e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -13436961.000000 Penalty: 3759.255615
	Iteration 18Q: 3 clusters Score -1.343696e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -13437128.000000 Penalty: 3759.255615
	Iteration 19Q: 3 clusters Score -1.343713e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -13437215.000000 Penalty: 3759.255615
	Iteration 20F: 3 clusters Score -1.343722e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -13437298.000000 Penalty: 3759.255615
	Iteration 21Q: 3 clusters Score -1.34373e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -13437357.000000 Penalty: 3759.255615
	Iteration 22Q: 3 clusters Score -1.343736e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -13437470.000000 Penalty: 3759.255615
	Iteration 23Q: 3 clusters Score -1.343747e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -13437523.000000 Penalty: 3759.255615
	Iteration 24Q: 3 clusters Score -1.343752e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -13437559.000000 Penalty: 3759.255615
	Iteration 25Q: 3 clusters Score -1.343756e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -13437599.000000 Penalty: 3759.255615
	Iteration 26Q: 3 clusters Score -1.34376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13437643.000000 Penalty: 3759.255615
	Iteration 27Q: 3 clusters Score -1.343764e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -13437666.000000 Penalty: 3759.255615
	Iteration 28Q: 3 clusters Score -1.343767e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -13437655.000000 Penalty: 3759.255615
	Iteration 29Q: 3 clusters Score -1.343766e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -13437664.000000 Penalty: 3759.255615
	Iteration 30Q: 3 clusters Score -1.343766e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -13437681.000000 Penalty: 3759.255615
	Iteration 31Q: 3 clusters Score -1.343768e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13437681.000000 Penalty: 3759.255615
	Iteration 32Q: 3 clusters Score -1.343768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -13437687.000000 Penalty: 3759.255615
	Iteration 33Q: 3 clusters Score -1.343769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -13437684.000000 Penalty: 3759.255615
	Iteration 34Q: 3 clusters Score -1.343768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -13437694.000000 Penalty: 3759.255615
	Iteration 35Q: 3 clusters Score -1.343769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -13437724.000000 Penalty: 3759.255615
	Iteration 36Q: 3 clusters Score -1.343772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -13437774.000000 Penalty: 3759.255615
	Iteration 37Q: 3 clusters Score -1.343777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -13437824.000000 Penalty: 3759.255615
	Iteration 38Q: 3 clusters Score -1.343782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -13437849.000000 Penalty: 3759.255615
	Iteration 39Q: 3 clusters Score -1.343785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -13437870.000000 Penalty: 3759.255615
	Iteration 40F: 3 clusters Score -1.343787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -13437906.000000 Penalty: 3759.255615
	Iteration 41Q: 3 clusters Score -1.343791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -13437911.000000 Penalty: 3759.255615
	Iteration 42Q: 3 clusters Score -1.343791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -13437917.000000 Penalty: 3759.255615
	Iteration 43Q: 3 clusters Score -1.343792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -13437937.000000 Penalty: 3759.255615
	Iteration 44Q: 3 clusters Score -1.343794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -13437967.000000 Penalty: 3759.255615
	Iteration 45Q: 3 clusters Score -1.343797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -13437975.000000 Penalty: 3759.255615
	Iteration 46Q: 3 clusters Score -1.343798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -13437980.000000 Penalty: 3759.255615
	Iteration 47Q: 3 clusters Score -1.343798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -13437993.000000 Penalty: 3759.255615
	Iteration 48Q: 3 clusters Score -1.343799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -13437987.000000 Penalty: 3759.255615
	Iteration 49Q: 3 clusters Score -1.343799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -13437997.000000 Penalty: 3759.255615
	Iteration 50Q: 3 clusters Score -1.3438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -13437996.000000 Penalty: 3759.255615
	Iteration 51Q: 3 clusters Score -1.3438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -13438001.000000 Penalty: 3759.255615
	Iteration 52Q: 3 clusters Score -1.3438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -13437997.000000 Penalty: 3759.255615
	Iteration 53Q: 3 clusters Score -1.3438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -13437997.000000 Penalty: 3759.255615
	Iteration 54F: 3 clusters Score -1.3438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 69130 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38484 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 14 contains 63468 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 36150 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109723 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 105550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612020.000000 Penalty: 34085.648438
Iteration 119Q: 17 clusters Score -6.161202e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 69007 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38519 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 14 contains 62881 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 36039 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109420 members 
Mstep: Class 21 contains 22801 members 
Mstep: Class 22 contains 105248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61612580.000000 Penalty: 34085.648438
Iteration 120F: 17 clusters Score -6.161258e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 68887 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38541 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 14 contains 62237 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 35937 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109081 members 
Mstep: Class 21 contains 22783 members 
Mstep: Class 22 contains 104849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613004.000000 Penalty: 34085.648438
Iteration 121Q: 17 clusters Score -6.1613e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 68771 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38562 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 14 contains 61604 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 35818 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108710 members 
Mstep: Class 21 contains 22761 members 
Mstep: Class 22 contains 104411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613248.000000 Penalty: 34085.648438
Iteration 122Q: 17 clusters Score -6.161325e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 68653 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 14 contains 61045 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 35718 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108313 members 
Mstep: Class 21 contains 22741 members 
Mstep: Class 22 contains 103863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613200.000000 Penalty: 34085.648438
Iteration 123Q: 17 clusters Score -6.16132e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 68504 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38595 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1493 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 14 contains 60524 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 35605 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107942 members 
Mstep: Class 21 contains 22719 members 
Mstep: Class 22 contains 103265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613552.000000 Penalty: 34085.648438
Iteration 124Q: 17 clusters Score -6.161355e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 68385 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38596 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 14 contains 60040 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 35490 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107482 members 
Mstep: Class 21 contains 22684 members 
Mstep: Class 22 contains 102630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61613960.000000 Penalty: 34085.648438
Iteration 125Q: 17 clusters Score -6.161396e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 68265 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38590 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 14 contains 59548 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 35367 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106943 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 102044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614168.000000 Penalty: 34085.648438
Iteration 126Q: 17 clusters Score -6.161417e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 68157 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38574 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 14 contains 59041 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 35302 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106385 members 
Mstep: Class 21 contains 22591 members 
Mstep: Class 22 contains 101482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614404.000000 Penalty: 34085.648438
Iteration 127Q: 17 clusters Score -6.16144e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 68017 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 14 contains 58559 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 35215 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 105781 members 
Mstep: Class 21 contains 22554 members 
Mstep: Class 22 contains 100933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61614624.000000 Penalty: 34085.648438
Iteration 128Q: 17 clusters Score -6.161462e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 67889 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38558 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 4916 members 
Mstep: Class 14 contains 58062 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 35141 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 105225 members 
Mstep: Class 21 contains 22514 members 
Mstep: Class 22 contains 100341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615060.000000 Penalty: 34085.648438
Iteration 129Q: 17 clusters Score -6.161506e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 67770 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38518 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 14 contains 57566 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 104639 members 
Mstep: Class 21 contains 22486 members 
Mstep: Class 22 contains 99757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615232.000000 Penalty: 34085.648438
Iteration 130Q: 17 clusters Score -6.161523e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 67595 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38477 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 14 contains 57072 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 34937 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 104240 members 
Mstep: Class 21 contains 22481 members 
Mstep: Class 22 contains 99158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615512.000000 Penalty: 34085.648438
Iteration 131Q: 17 clusters Score -6.161551e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 67401 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38470 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 14 contains 56584 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 34788 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103849 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 98499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615704.000000 Penalty: 34085.648438
Iteration 132Q: 17 clusters Score -6.16157e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38452 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 14 contains 56093 members 
Mstep: Class 16 contains 4662 members 
Mstep: Class 17 contains 34622 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103504 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 97845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61615884.000000 Penalty: 34085.648438
Iteration 133Q: 17 clusters Score -6.161588e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 67112 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38431 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 14 contains 55670 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 34440 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103188 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 97164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616184.000000 Penalty: 34085.648438
Iteration 134Q: 17 clusters Score -6.161618e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 66949 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38403 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 14 contains 55263 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 34226 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 102899 members 
Mstep: Class 21 contains 22390 members 
Mstep: Class 22 contains 96480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616188.000000 Penalty: 34085.648438
Iteration 135Q: 17 clusters Score -6.161619e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 66775 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38378 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 14 contains 54905 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 34003 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 102580 members 
Mstep: Class 21 contains 22356 members 
Mstep: Class 22 contains 95869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616428.000000 Penalty: 34085.648438
Iteration 136Q: 17 clusters Score -6.161643e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 66602 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38356 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 14 contains 54614 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 33768 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 102209 members 
Mstep: Class 21 contains 22324 members 
Mstep: Class 22 contains 95289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616756.000000 Penalty: 34085.648438
Iteration 137Q: 17 clusters Score -6.161676e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 66386 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38346 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 4949 members 
Mstep: Class 14 contains 54340 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 33591 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 101659 members 
Mstep: Class 21 contains 22294 members 
Mstep: Class 22 contains 94688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61616884.000000 Penalty: 34085.648438
Iteration 138Q: 17 clusters Score -6.161688e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 66218 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38336 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 14 contains 54146 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 33481 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 100817 members 
Mstep: Class 21 contains 22266 members 
Mstep: Class 22 contains 94040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617136.000000 Penalty: 34085.648438
Iteration 139Q: 17 clusters Score -6.161714e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 66027 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38337 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 14 contains 54001 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 17 contains 33430 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 99657 members 
Mstep: Class 21 contains 22242 members 
Mstep: Class 22 contains 93436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617488.000000 Penalty: 34085.648438
Iteration 140F: 17 clusters Score -6.161749e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 65858 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38324 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 14 contains 53842 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 33438 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 98338 members 
Mstep: Class 21 contains 22220 members 
Mstep: Class 22 contains 92872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617624.000000 Penalty: 34085.648438
Iteration 141Q: 17 clusters Score -6.161762e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 65721 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38302 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 14 contains 53714 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 33506 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 96967 members 
Mstep: Class 21 contains 22203 members 
Mstep: Class 22 contains 92313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617804.000000 Penalty: 34085.648438
Iteration 142Q: 17 clusters Score -6.16178e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 65604 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 14 contains 53626 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 33610 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 95628 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 91783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617856.000000 Penalty: 34085.648438
Iteration 143Q: 17 clusters Score -6.161786e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 65510 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38240 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 14 contains 53531 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 33729 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 94372 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 91333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617624.000000 Penalty: 34085.648438
Iteration 144Q: 17 clusters Score -6.161762e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 65387 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38191 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 14 contains 53426 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 33841 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 93159 members 
Mstep: Class 21 contains 22191 members 
Mstep: Class 22 contains 91076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61617896.000000 Penalty: 34085.648438
Iteration 145Q: 17 clusters Score -6.16179e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 65279 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38149 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 14 contains 53324 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 33900 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 92214 members 
Mstep: Class 21 contains 22201 members 
Mstep: Class 22 contains 90898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618192.000000 Penalty: 34085.648438
Iteration 146Q: 17 clusters Score -6.161819e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 65156 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38118 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 14 contains 53229 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 33924 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 91420 members 
Mstep: Class 21 contains 22187 members 
Mstep: Class 22 contains 90789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618640.000000 Penalty: 34085.648438
Iteration 147Q: 17 clusters Score -6.161864e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 65013 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 38040 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 14 contains 53123 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 33919 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90794 members 
Mstep: Class 21 contains 22154 members 
Mstep: Class 22 contains 90827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61618992.000000 Penalty: 34085.648438
Iteration 148Q: 17 clusters Score -6.161899e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 64896 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37960 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 14 contains 53027 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 33896 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90345 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 90972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619308.000000 Penalty: 34085.648438
Iteration 149Q: 17 clusters Score -6.161931e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 64779 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37879 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 14 contains 52922 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 17 contains 33873 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90050 members 
Mstep: Class 21 contains 22083 members 
Mstep: Class 22 contains 91162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61619452.000000 Penalty: 34085.648438
Iteration 150Q: 17 clusters Score -6.161945e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 64664 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 14 contains 52769 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 33786 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 89860 members 
Mstep: Class 21 contains 22070 members 
Mstep: Class 22 contains 91368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620028.000000 Penalty: 34085.648438
Iteration 151Q: 17 clusters Score -6.162003e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 64526 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37701 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 14 contains 52631 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 33648 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 89851 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 22 contains 91569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620316.000000 Penalty: 34085.648438
Iteration 152Q: 17 clusters Score -6.162032e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 64428 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37615 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 14 contains 52498 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 33518 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 89922 members 
Mstep: Class 21 contains 22043 members 
Mstep: Class 22 contains 91676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620552.000000 Penalty: 34085.648438
Iteration 153Q: 17 clusters Score -6.162055e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 64312 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37536 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1196 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 14 contains 52346 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 33388 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90128 members 
Mstep: Class 21 contains 22019 members 
Mstep: Class 22 contains 91764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61620840.000000 Penalty: 34085.648438
Iteration 154Q: 17 clusters Score -6.162084e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 64191 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37453 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1185 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 14 contains 52187 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 33259 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90427 members 
Mstep: Class 21 contains 22002 members 
Mstep: Class 22 contains 91865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621316.000000 Penalty: 34085.648438
Iteration 155Q: 17 clusters Score -6.162132e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 64088 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37378 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 14 contains 51994 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 33143 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 90877 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 22 contains 91916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621480.000000 Penalty: 34085.648438
Iteration 156Q: 17 clusters Score -6.162148e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 63956 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37327 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 14 contains 51729 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 33038 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 91452 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 91961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621632.000000 Penalty: 34085.648438
Iteration 157Q: 17 clusters Score -6.162163e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 63826 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37281 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1157 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 14 contains 51452 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 92140 members 
Mstep: Class 21 contains 21933 members 
Mstep: Class 22 contains 92024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621828.000000 Penalty: 34085.648438
Iteration 158Q: 17 clusters Score -6.162183e+07 nChanged 2371
Entering ConstructFrom: 
Score: -61621828.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (88062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Entering Unmasked Estep 
Score: -11308944.000000 Penalty: 1850.191895
	Iteration 0F: 2 clusters Score -1.130894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -11253174.000000 Penalty: 3700.383789
	Iteration 0F: 3 clusters Score -1.125317e+07 nChanged 42180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -11277331.000000 Penalty: 3700.383789
	Iteration 1F: 3 clusters Score -1.127733e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -11277961.000000 Penalty: 3700.383789
	Iteration 2Q: 3 clusters Score -1.127796e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -11278775.000000 Penalty: 3700.383789
	Iteration 3Q: 3 clusters Score -1.127878e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -11279870.000000 Penalty: 3700.383789
	Iteration 4Q: 3 clusters Score -1.127987e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -11281759.000000 Penalty: 3700.383789
	Iteration 5Q: 3 clusters Score -1.128176e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -11284584.000000 Penalty: 3700.383789
	Iteration 6F: 3 clusters Score -1.128458e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -11288778.000000 Penalty: 3700.383789
	Iteration 7F: 3 clusters Score -1.128878e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -11293620.000000 Penalty: 3700.383789
	Iteration 8F: 3 clusters Score -1.129362e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -11297486.000000 Penalty: 3700.383789
	Iteration 9F: 3 clusters Score -1.129749e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -11300355.000000 Penalty: 3700.383789
	Iteration 10Q: 3 clusters Score -1.130036e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -11302021.000000 Penalty: 3700.383789
	Iteration 11Q: 3 clusters Score -1.130202e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -11303203.000000 Penalty: 3700.383789
	Iteration 12Q: 3 clusters Score -1.13032e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -11303867.000000 Penalty: 3700.383789
	Iteration 13Q: 3 clusters Score -1.130387e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -11304349.000000 Penalty: 3700.383789
	Iteration 14Q: 3 clusters Score -1.130435e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -11304717.000000 Penalty: 3700.383789
	Iteration 15Q: 3 clusters Score -1.130472e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -11305072.000000 Penalty: 3700.383789
	Iteration 16Q: 3 clusters Score -1.130507e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -11305311.000000 Penalty: 3700.383789
	Iteration 17Q: 3 clusters Score -1.130531e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -11305579.000000 Penalty: 3700.383789
	Iteration 18Q: 3 clusters Score -1.130558e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11305799.000000 Penalty: 3700.383789
	Iteration 19Q: 3 clusters Score -1.13058e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -11305990.000000 Penalty: 3700.383789
	Iteration 20F: 3 clusters Score -1.130599e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -11306114.000000 Penalty: 3700.383789
	Iteration 21Q: 3 clusters Score -1.130611e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -11306291.000000 Penalty: 3700.383789
	Iteration 22Q: 3 clusters Score -1.130629e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11306430.000000 Penalty: 3700.383789
	Iteration 23Q: 3 clusters Score -1.130643e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -11306575.000000 Penalty: 3700.383789
	Iteration 24Q: 3 clusters Score -1.130658e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11306649.000000 Penalty: 3700.383789
	Iteration 25Q: 3 clusters Score -1.130665e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11306755.000000 Penalty: 3700.383789
	Iteration 26Q: 3 clusters Score -1.130676e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11306837.000000 Penalty: 3700.383789
	Iteration 27Q: 3 clusters Score -1.130684e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11306880.000000 Penalty: 3700.383789
	Iteration 28Q: 3 clusters Score -1.130688e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11306913.000000 Penalty: 3700.383789
	Iteration 29Q: 3 clusters Score -1.130691e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11306957.000000 Penalty: 3700.383789
	Iteration 30Q: 3 clusters Score -1.130696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11307039.000000 Penalty: 3700.383789
	Iteration 31Q: 3 clusters Score -1.130704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11307069.000000 Penalty: 3700.383789
	Iteration 32Q: 3 clusters Score -1.130707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11307097.000000 Penalty: 3700.383789
	Iteration 33Q: 3 clusters Score -1.13071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11307115.000000 Penalty: 3700.383789
	Iteration 34Q: 3 clusters Score -1.130712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11307143.000000 Penalty: 3700.383789
	Iteration 35Q: 3 clusters Score -1.130714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11307157.000000 Penalty: 3700.383789
	Iteration 36Q: 3 clusters Score -1.130716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11307160.000000 Penalty: 3700.383789
	Iteration 37Q: 3 clusters Score -1.130716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11307168.000000 Penalty: 3700.383789
	Iteration 38Q: 3 clusters Score -1.130717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11307183.000000 Penalty: 3700.383789
	Iteration 39Q: 3 clusters Score -1.130718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11307188.000000 Penalty: 3700.383789
	Iteration 40F: 3 clusters Score -1.130719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11307214.000000 Penalty: 3700.383789
	Iteration 41Q: 3 clusters Score -1.130721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11307210.000000 Penalty: 3700.383789
	Iteration 42Q: 3 clusters Score -1.130721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11307218.000000 Penalty: 3700.383789
	Iteration 43Q: 3 clusters Score -1.130722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11307220.000000 Penalty: 3700.383789
	Iteration 44Q: 3 clusters Score -1.130722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11307221.000000 Penalty: 3700.383789
	Iteration 45Q: 3 clusters Score -1.130722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11307232.000000 Penalty: 3700.383789
	Iteration 46Q: 3 clusters Score -1.130723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11307233.000000 Penalty: 3700.383789
	Iteration 47Q: 3 clusters Score -1.130723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11307235.000000 Penalty: 3700.383789
	Iteration 48Q: 3 clusters Score -1.130724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11307235.000000 Penalty: 3700.383789
	Iteration 49Q: 3 clusters Score -1.130724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11307244.000000 Penalty: 3700.383789
	Iteration 50Q: 3 clusters Score -1.130724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11307254.000000 Penalty: 3700.383789
	Iteration 51Q: 3 clusters Score -1.130725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11307250.000000 Penalty: 3700.383789
	Iteration 52Q: 3 clusters Score -1.130725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11307249.000000 Penalty: 3700.383789
	Iteration 53Q: 3 clusters Score -1.130725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11307261.000000 Penalty: 3700.383789
	Iteration 54Q: 3 clusters Score -1.130726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11307256.000000 Penalty: 3700.383789
	Iteration 55Q: 3 clusters Score -1.130726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11307250.000000 Penalty: 3700.383789
	Iteration 56Q: 3 clusters Score -1.130725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11307257.000000 Penalty: 3700.383789
	Iteration 57Q: 3 clusters Score -1.130726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11307253.000000 Penalty: 3700.383789
	Iteration 58Q: 3 clusters Score -1.130725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11307247.000000 Penalty: 3700.383789
	Iteration 59Q: 3 clusters Score -1.130725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11307248.000000 Penalty: 3700.383789
	Iteration 60F: 3 clusters Score -1.130725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Entering Unmasked Estep 
Score: -8116717.500000 Penalty: 1797.613647
	Iteration 0F: 2 clusters Score -8116718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -8074469.500000 Penalty: 3595.227295
	Iteration 0F: 3 clusters Score -8074470 nChanged 30032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8091823.000000 Penalty: 3595.227295
	Iteration 1F: 3 clusters Score -8091823 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8092772.500000 Penalty: 3595.227295
	Iteration 2Q: 3 clusters Score -8092772 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8094418.500000 Penalty: 3595.227295
	Iteration 3F: 3 clusters Score -8094418 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8097100.000000 Penalty: 3595.227295
	Iteration 4F: 3 clusters Score -8097100 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -8101233.500000 Penalty: 3595.227295
	Iteration 5F: 3 clusters Score -8101234 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -8106415.500000 Penalty: 3595.227295
	Iteration 6F: 3 clusters Score -8106416 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -8111025.000000 Penalty: 3595.227295
	Iteration 7F: 3 clusters Score -8111025 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -8113674.500000 Penalty: 3595.227295
	Iteration 8Q: 3 clusters Score -8113674 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -8114670.500000 Penalty: 3595.227295
	Iteration 9Q: 3 clusters Score -8114670 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -8114969.500000 Penalty: 3595.227295
	Iteration 10Q: 3 clusters Score -8114970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -8115063.500000 Penalty: 3595.227295
	Iteration 11Q: 3 clusters Score -8115064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8115093.000000 Penalty: 3595.227295
	Iteration 12Q: 3 clusters Score -8115093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -8115122.500000 Penalty: 3595.227295
	Iteration 13Q: 3 clusters Score -8115122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8115126.500000 Penalty: 3595.227295
	Iteration 14Q: 3 clusters Score -8115126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8115126.000000 Penalty: 3595.227295
	Iteration 15Q: 3 clusters Score -8115126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -8115137.000000 Penalty: 3595.227295
	Iteration 16Q: 3 clusters Score -8115137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8115142.500000 Penalty: 3595.227295
	Iteration 17Q: 3 clusters Score -8115142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8115142.500000 Penalty: 3595.227295
	Iteration 18F: 3 clusters Score -8115142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31954.156250 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31954.16 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32231.935547 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32231.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32348.074219 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32348.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32403.123047 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32403.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32492.187500 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32492.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32540.935547 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32540.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32613.408203 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32613.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32658.724609 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32658.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32878.113281 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32878.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32996.539062 Penalty: 1892.489868
	Iteration 9F: 3 clusters Score -32996.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33058.554688 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33058.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33097.656250 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33097.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33137.144531 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33137.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33150.925781 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -33150.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33150.925781 Penalty: 1892.489868
	Iteration 14F: 3 clusters Score -33150.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 63719 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 37231 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 14 contains 51200 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 92905 members 
Mstep: Class 21 contains 21925 members 
Mstep: Class 22 contains 92070 members 
Entering Unmasked Estep 
Score: -61621064.000000 Penalty: 36216.003906
Splitting cluster 3 changes total score from -61621828.000000 to -61621064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (37231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Entering Unmasked Estep 
Score: -4551671.500000 Penalty: 1710.295654
	Iteration 0F: 2 clusters Score -4551672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4526834.000000 Penalty: 3420.591309
	Iteration 0F: 3 clusters Score -4526834 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4536179.500000 Penalty: 3420.591309
	Iteration 1F: 3 clusters Score -4536180 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4536599.500000 Penalty: 3420.591309
	Iteration 2Q: 3 clusters Score -4536600 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4537064.000000 Penalty: 3420.591309
	Iteration 3Q: 3 clusters Score -4537064 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4537598.500000 Penalty: 3420.591309
	Iteration 4Q: 3 clusters Score -4537598 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4538255.500000 Penalty: 3420.591309
	Iteration 5Q: 3 clusters Score -4538256 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4539110.500000 Penalty: 3420.591309
	Iteration 6Q: 3 clusters Score -4539110 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4540114.500000 Penalty: 3420.591309
	Iteration 7F: 3 clusters Score -4540114 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4541364.500000 Penalty: 3420.591309
	Iteration 8F: 3 clusters Score -4541364 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4542934.000000 Penalty: 3420.591309
	Iteration 9F: 3 clusters Score -4542934 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4544465.500000 Penalty: 3420.591309
	Iteration 10F: 3 clusters Score -4544466 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4545917.500000 Penalty: 3420.591309
	Iteration 11F: 3 clusters Score -4545918 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4547153.500000 Penalty: 3420.591309
	Iteration 12Q: 3 clusters Score -4547154 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4548165.000000 Penalty: 3420.591309
	Iteration 13Q: 3 clusters Score -4548165 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4548902.500000 Penalty: 3420.591309
	Iteration 14Q: 3 clusters Score -4548902 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4549426.500000 Penalty: 3420.591309
	Iteration 15Q: 3 clusters Score -4549426 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4549731.500000 Penalty: 3420.591309
	Iteration 16Q: 3 clusters Score -4549732 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -4549909.000000 Penalty: 3420.591309
	Iteration 17Q: 3 clusters Score -4549909 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4550007.000000 Penalty: 3420.591309
	Iteration 18Q: 3 clusters Score -4550007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4550066.000000 Penalty: 3420.591309
	Iteration 19Q: 3 clusters Score -4550066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4550106.000000 Penalty: 3420.591309
	Iteration 20F: 3 clusters Score -4550106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4550138.000000 Penalty: 3420.591309
	Iteration 21Q: 3 clusters Score -4550138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4550161.000000 Penalty: 3420.591309
	Iteration 22Q: 3 clusters Score -4550161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -4550187.500000 Penalty: 3420.591309
	Iteration 23Q: 3 clusters Score -4550188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4550200.500000 Penalty: 3420.591309
	Iteration 24Q: 3 clusters Score -4550200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4550207.500000 Penalty: 3420.591309
	Iteration 25Q: 3 clusters Score -4550208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -4550211.500000 Penalty: 3420.591309
	Iteration 26Q: 3 clusters Score -4550212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4550220.000000 Penalty: 3420.591309
	Iteration 27Q: 3 clusters Score -4550220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4550225.500000 Penalty: 3420.591309
	Iteration 28Q: 3 clusters Score -4550226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4550224.500000 Penalty: 3420.591309
	Iteration 29Q: 3 clusters Score -4550224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4550232.000000 Penalty: 3420.591309
	Iteration 30Q: 3 clusters Score -4550232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4550232.000000 Penalty: 3420.591309
	Iteration 31Q: 3 clusters Score -4550232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4550237.500000 Penalty: 3420.591309
	Iteration 32Q: 3 clusters Score -4550238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4550239.500000 Penalty: 3420.591309
	Iteration 33Q: 3 clusters Score -4550240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4550237.500000 Penalty: 3420.591309
	Iteration 34Q: 3 clusters Score -4550238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4550237.500000 Penalty: 3420.591309
	Iteration 35F: 3 clusters Score -4550238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -81201.531250 Penalty: 1072.699951
	Iteration 0F: 2 clusters Score -81201.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80019.734375 Penalty: 2145.399902
	Iteration 0F: 3 clusters Score -80019.73 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80381.398438 Penalty: 2145.399902
	Iteration 1F: 3 clusters Score -80381.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80533.218750 Penalty: 2145.399902
	Iteration 2F: 3 clusters Score -80533.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80656.343750 Penalty: 2145.399902
	Iteration 3F: 3 clusters Score -80656.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80774.117188 Penalty: 2145.399902
	Iteration 4F: 3 clusters Score -80774.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80876.257812 Penalty: 2145.399902
	Iteration 5F: 3 clusters Score -80876.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80940.031250 Penalty: 2145.399902
	Iteration 6Q: 3 clusters Score -80940.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -80983.828125 Penalty: 2145.399902
	Iteration 7Q: 3 clusters Score -80983.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81030.890625 Penalty: 2145.399902
	Iteration 8Q: 3 clusters Score -81030.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81093.875000 Penalty: 2145.399902
	Iteration 9Q: 3 clusters Score -81093.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81125.625000 Penalty: 2145.399902
	Iteration 10Q: 3 clusters Score -81125.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -81139.757812 Penalty: 2145.399902
	Iteration 11Q: 3 clusters Score -81139.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -81145.070312 Penalty: 2145.399902
	Iteration 12Q: 3 clusters Score -81145.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81155.296875 Penalty: 2145.399902
	Iteration 13Q: 3 clusters Score -81155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81162.101562 Penalty: 2145.399902
	Iteration 14Q: 3 clusters Score -81162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81164.679688 Penalty: 2145.399902
	Iteration 15Q: 3 clusters Score -81164.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81165.906250 Penalty: 2145.399902
	Iteration 16F: 3 clusters Score -81165.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81175.414062 Penalty: 2145.399902
	Iteration 17Q: 3 clusters Score -81175.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81175.414062 Penalty: 2145.399902
	Iteration 18F: 3 clusters Score -81175.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -146258.750000 Penalty: 1145.362793
	Iteration 0F: 2 clusters Score -146258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144705.640625 Penalty: 2290.725586
	Iteration 0F: 3 clusters Score -144705.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144946.312500 Penalty: 2290.725586
	Iteration 1F: 3 clusters Score -144946.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145016.515625 Penalty: 2290.725586
	Iteration 2F: 3 clusters Score -145016.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145057.156250 Penalty: 2290.725586
	Iteration 3Q: 3 clusters Score -145057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145078.093750 Penalty: 2290.725586
	Iteration 4Q: 3 clusters Score -145078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145085.390625 Penalty: 2290.725586
	Iteration 5Q: 3 clusters Score -145085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -145092.031250 Penalty: 2290.725586
	Iteration 6Q: 3 clusters Score -145092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145098.281250 Penalty: 2290.725586
	Iteration 7Q: 3 clusters Score -145098.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145107.171875 Penalty: 2290.725586
	Iteration 8Q: 3 clusters Score -145107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145114.640625 Penalty: 2290.725586
	Iteration 9Q: 3 clusters Score -145114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145123.750000 Penalty: 2290.725586
	Iteration 10Q: 3 clusters Score -145123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145129.515625 Penalty: 2290.725586
	Iteration 11Q: 3 clusters Score -145129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -145133.078125 Penalty: 2290.725586
	Iteration 12Q: 3 clusters Score -145133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145135.687500 Penalty: 2290.725586
	Iteration 13Q: 3 clusters Score -145135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145135.718750 Penalty: 2290.725586
	Iteration 14Q: 3 clusters Score -145135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145135.718750 Penalty: 2290.725586
	Iteration 15F: 3 clusters Score -145135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -52448.058594 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -52448.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51399.781250 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -51399.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51626.042969 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -51626.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51713.238281 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -51713.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51761.976562 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -51761.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51787.914062 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -51787.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51802.406250 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -51802.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51813.980469 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -51813.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51819.457031 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -51819.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51825.234375 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -51825.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51838.484375 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -51838.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51868.769531 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -51868.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51908.011719 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -51908.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51925.640625 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -51925.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51939.953125 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -51939.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51943.742188 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -51943.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51943.742188 Penalty: 2024.906494
	Iteration 15F: 3 clusters Score -51943.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -127439.750000 Penalty: 1125.728149
	Iteration 0F: 2 clusters Score -127439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125994.656250 Penalty: 2251.456299
	Iteration 0F: 3 clusters Score -125994.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -126203.421875 Penalty: 2251.456299
	Iteration 1F: 3 clusters Score -126203.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126258.703125 Penalty: 2251.456299
	Iteration 2F: 3 clusters Score -126258.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -126292.031250 Penalty: 2251.456299
	Iteration 3Q: 3 clusters Score -126292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126306.179688 Penalty: 2251.456299
	Iteration 4Q: 3 clusters Score -126306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126313.265625 Penalty: 2251.456299
	Iteration 5Q: 3 clusters Score -126313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126319.437500 Penalty: 2251.456299
	Iteration 6Q: 3 clusters Score -126319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126321.562500 Penalty: 2251.456299
	Iteration 7Q: 3 clusters Score -126321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126325.601562 Penalty: 2251.456299
	Iteration 8Q: 3 clusters Score -126325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -126329.328125 Penalty: 2251.456299
	Iteration 9Q: 3 clusters Score -126329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126334.500000 Penalty: 2251.456299
	Iteration 10Q: 3 clusters Score -126334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126338.804688 Penalty: 2251.456299
	Iteration 11Q: 3 clusters Score -126338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126339.773438 Penalty: 2251.456299
	Iteration 12Q: 3 clusters Score -126339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126341.179688 Penalty: 2251.456299
	Iteration 13Q: 3 clusters Score -126341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126343.757812 Penalty: 2251.456299
	Iteration 14Q: 3 clusters Score -126343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126344.445312 Penalty: 2251.456299
	Iteration 15Q: 3 clusters Score -126344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126344.445312 Penalty: 2251.456299
	Iteration 16F: 3 clusters Score -126344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -632047.000000 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -632047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -628085.937500 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -628085.9 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -629127.625000 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -629127.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -629304.375000 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -629304.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -629438.187500 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -629438.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -629532.000000 Penalty: 2768.996338
	Iteration 4Q: 3 clusters Score -629532 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -629617.625000 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -629617.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -629708.187500 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -629708.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -629804.812500 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -629804.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -629932.312500 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -629932.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -630065.250000 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -630065.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -630202.187500 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -630202.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -630334.562500 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -630334.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -630455.562500 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -630455.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -630542.687500 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -630542.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -630605.375000 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -630605.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -630650.687500 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -630650.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -630688.875000 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -630688.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -630716.687500 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -630716.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -630738.062500 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -630738.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -630759.562500 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -630759.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -630777.375000 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -630777.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -630786.312500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -630786.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -630797.187500 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -630797.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -630811.750000 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -630811.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -630825.125000 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -630825.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -630837.812500 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -630837.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -630847.437500 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -630847.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -630857.000000 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -630857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -630867.250000 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -630867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -630874.562500 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -630874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -630875.812500 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -630875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -630878.437500 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -630878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -630881.000000 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -630881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -630883.000000 Penalty: 2768.996338
	Iteration 33Q: 3 clusters Score -630883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -630885.125000 Penalty: 2768.996338
	Iteration 34Q: 3 clusters Score -630885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -630887.062500 Penalty: 2768.996338
	Iteration 35Q: 3 clusters Score -630887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -630887.000000 Penalty: 2768.996338
	Iteration 36Q: 3 clusters Score -630887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -630887.750000 Penalty: 2768.996338
	Iteration 37Q: 3 clusters Score -630887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -630887.437500 Penalty: 2768.996338
	Iteration 38Q: 3 clusters Score -630887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -630888.687500 Penalty: 2768.996338
	Iteration 39Q: 3 clusters Score -630888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -630888.687500 Penalty: 2768.996338
	Iteration 40F: 3 clusters Score -630888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Entering Unmasked Estep 
Score: -6530079.000000 Penalty: 1762.067871
	Iteration 0F: 2 clusters Score -6530079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6495953.500000 Penalty: 3524.135742
	Iteration 0F: 3 clusters Score -6495954 nChanged 24021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -6509477.000000 Penalty: 3524.135742
	Iteration 1F: 3 clusters Score -6509477 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6509963.000000 Penalty: 3524.135742
	Iteration 2Q: 3 clusters Score -6509963 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6510404.000000 Penalty: 3524.135742
	Iteration 3Q: 3 clusters Score -6510404 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -6510895.000000 Penalty: 3524.135742
	Iteration 4Q: 3 clusters Score -6510895 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6511418.000000 Penalty: 3524.135742
	Iteration 5Q: 3 clusters Score -6511418 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6512225.000000 Penalty: 3524.135742
	Iteration 6Q: 3 clusters Score -6512225 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -6513453.000000 Penalty: 3524.135742
	Iteration 7Q: 3 clusters Score -6513453 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -6515234.000000 Penalty: 3524.135742
	Iteration 8F: 3 clusters Score -6515234 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -6517661.000000 Penalty: 3524.135742
	Iteration 9F: 3 clusters Score -6517661 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -6520515.500000 Penalty: 3524.135742
	Iteration 10F: 3 clusters Score -6520516 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -6523116.000000 Penalty: 3524.135742
	Iteration 11F: 3 clusters Score -6523116 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6525117.500000 Penalty: 3524.135742
	Iteration 12Q: 3 clusters Score -6525118 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -6526424.000000 Penalty: 3524.135742
	Iteration 13Q: 3 clusters Score -6526424 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6527285.000000 Penalty: 3524.135742
	Iteration 14Q: 3 clusters Score -6527285 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -6527827.000000 Penalty: 3524.135742
	Iteration 15Q: 3 clusters Score -6527827 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6528200.000000 Penalty: 3524.135742
	Iteration 16Q: 3 clusters Score -6528200 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -6528370.500000 Penalty: 3524.135742
	Iteration 17Q: 3 clusters Score -6528370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6528467.500000 Penalty: 3524.135742
	Iteration 18Q: 3 clusters Score -6528468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6528532.000000 Penalty: 3524.135742
	Iteration 19Q: 3 clusters Score -6528532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -6528554.500000 Penalty: 3524.135742
	Iteration 20F: 3 clusters Score -6528554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6528579.000000 Penalty: 3524.135742
	Iteration 21Q: 3 clusters Score -6528579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6528584.500000 Penalty: 3524.135742
	Iteration 22Q: 3 clusters Score -6528584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6528598.500000 Penalty: 3524.135742
	Iteration 23Q: 3 clusters Score -6528598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6528608.000000 Penalty: 3524.135742
	Iteration 24Q: 3 clusters Score -6528608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6528611.500000 Penalty: 3524.135742
	Iteration 25Q: 3 clusters Score -6528612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6528619.500000 Penalty: 3524.135742
	Iteration 26Q: 3 clusters Score -6528620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -6528633.500000 Penalty: 3524.135742
	Iteration 27Q: 3 clusters Score -6528634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -6528632.000000 Penalty: 3524.135742
	Iteration 28Q: 3 clusters Score -6528632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6528639.000000 Penalty: 3524.135742
	Iteration 29Q: 3 clusters Score -6528639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -6528640.500000 Penalty: 3524.135742
	Iteration 30Q: 3 clusters Score -6528640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6528637.500000 Penalty: 3524.135742
	Iteration 31Q: 3 clusters Score -6528638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6528641.000000 Penalty: 3524.135742
	Iteration 32Q: 3 clusters Score -6528641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6528641.000000 Penalty: 3524.135742
	Iteration 33F: 3 clusters Score -6528641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -539556.187500 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -539556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -535829.062500 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -535829.1 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -536818.562500 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -536818.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -537001.437500 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -537001.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -537138.812500 Penalty: 2741.059326
	Iteration 3F: 3 clusters Score -537138.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -537266.125000 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -537266.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -537404.062500 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -537404.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -537557.125000 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -537557.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -537717.500000 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -537717.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -537909.000000 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -537909 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -538116.750000 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -538116.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -538309.687500 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -538309.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -538452.437500 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -538452.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -538535.875000 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -538535.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -538585.687500 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -538585.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -538615.187500 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -538615.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -538634.625000 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -538634.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -538648.562500 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -538648.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -538659.687500 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -538659.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -538667.562500 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -538667.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -538673.375000 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -538673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -538677.625000 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -538677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -538681.312500 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -538681.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538684.187500 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -538684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538686.312500 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -538686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -538686.375000 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -538686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -538687.812500 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -538687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -538687.812500 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -538687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -538687.625000 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -538687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -538688.250000 Penalty: 2741.059326
	Iteration 28Q: 3 clusters Score -538688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -538688.250000 Penalty: 2741.059326
	Iteration 29Q: 3 clusters Score -538688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -538689.062500 Penalty: 2741.059326
	Iteration 30Q: 3 clusters Score -538689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -538689.687500 Penalty: 2741.059326
	Iteration 31Q: 3 clusters Score -538689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -538689.687500 Penalty: 2741.059326
	Iteration 32F: 3 clusters Score -538689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Entering Unmasked Estep 
Score: -4185770.250000 Penalty: 1690.085938
	Iteration 0F: 2 clusters Score -4185770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4163779.000000 Penalty: 3380.171875
	Iteration 0F: 3 clusters Score -4163779 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4172249.500000 Penalty: 3380.171875
	Iteration 1F: 3 clusters Score -4172250 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4172739.750000 Penalty: 3380.171875
	Iteration 2Q: 3 clusters Score -4172740 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4173455.250000 Penalty: 3380.171875
	Iteration 3Q: 3 clusters Score -4173455 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4174489.000000 Penalty: 3380.171875
	Iteration 4F: 3 clusters Score -4174489 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4175967.250000 Penalty: 3380.171875
	Iteration 5F: 3 clusters Score -4175967 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4177746.250000 Penalty: 3380.171875
	Iteration 6F: 3 clusters Score -4177746 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4179355.250000 Penalty: 3380.171875
	Iteration 7F: 3 clusters Score -4179355 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4180407.000000 Penalty: 3380.171875
	Iteration 8F: 3 clusters Score -4180407 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4180944.000000 Penalty: 3380.171875
	Iteration 9Q: 3 clusters Score -4180944 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4181247.000000 Penalty: 3380.171875
	Iteration 10Q: 3 clusters Score -4181247 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4181400.750000 Penalty: 3380.171875
	Iteration 11Q: 3 clusters Score -4181401 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4181506.250000 Penalty: 3380.171875
	Iteration 12Q: 3 clusters Score -4181506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4181551.750000 Penalty: 3380.171875
	Iteration 13Q: 3 clusters Score -4181552 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4181601.000000 Penalty: 3380.171875
	Iteration 14Q: 3 clusters Score -4181601 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4181652.000000 Penalty: 3380.171875
	Iteration 15Q: 3 clusters Score -4181652 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4181688.250000 Penalty: 3380.171875
	Iteration 16Q: 3 clusters Score -4181688 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4181717.750000 Penalty: 3380.171875
	Iteration 17Q: 3 clusters Score -4181718 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4181752.000000 Penalty: 3380.171875
	Iteration 18Q: 3 clusters Score -4181752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4181771.500000 Penalty: 3380.171875
	Iteration 19Q: 3 clusters Score -4181772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4181787.750000 Penalty: 3380.171875
	Iteration 20F: 3 clusters Score -4181788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4181811.250000 Penalty: 3380.171875
	Iteration 21Q: 3 clusters Score -4181811 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4181829.250000 Penalty: 3380.171875
	Iteration 22Q: 3 clusters Score -4181829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4181845.250000 Penalty: 3380.171875
	Iteration 23Q: 3 clusters Score -4181845 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4181851.750000 Penalty: 3380.171875
	Iteration 24Q: 3 clusters Score -4181852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4181859.500000 Penalty: 3380.171875
	Iteration 25Q: 3 clusters Score -4181860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4181858.500000 Penalty: 3380.171875
	Iteration 26Q: 3 clusters Score -4181858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4181867.500000 Penalty: 3380.171875
	Iteration 27Q: 3 clusters Score -4181868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4181877.000000 Penalty: 3380.171875
	Iteration 28Q: 3 clusters Score -4181877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4181884.750000 Penalty: 3380.171875
	Iteration 29Q: 3 clusters Score -4181885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4181902.750000 Penalty: 3380.171875
	Iteration 30Q: 3 clusters Score -4181903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4181905.750000 Penalty: 3380.171875
	Iteration 31Q: 3 clusters Score -4181906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4181920.750000 Penalty: 3380.171875
	Iteration 32Q: 3 clusters Score -4181921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4181944.500000 Penalty: 3380.171875
	Iteration 33Q: 3 clusters Score -4181944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4181937.750000 Penalty: 3380.171875
	Iteration 34Q: 3 clusters Score -4181938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4181956.250000 Penalty: 3380.171875
	Iteration 35Q: 3 clusters Score -4181956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4181949.750000 Penalty: 3380.171875
	Iteration 36Q: 3 clusters Score -4181950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4181954.000000 Penalty: 3380.171875
	Iteration 37Q: 3 clusters Score -4181954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4181945.000000 Penalty: 3380.171875
	Iteration 38Q: 3 clusters Score -4181945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4181953.250000 Penalty: 3380.171875
	Iteration 39Q: 3 clusters Score -4181953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4181959.250000 Penalty: 3380.171875
	Iteration 40F: 3 clusters Score -4181959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4181965.750000 Penalty: 3380.171875
	Iteration 41Q: 3 clusters Score -4181966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -4181977.500000 Penalty: 3380.171875
	Iteration 42Q: 3 clusters Score -4181978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4181987.750000 Penalty: 3380.171875
	Iteration 43Q: 3 clusters Score -4181988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4181994.000000 Penalty: 3380.171875
	Iteration 44Q: 3 clusters Score -4181994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4181993.250000 Penalty: 3380.171875
	Iteration 45Q: 3 clusters Score -4181993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4181996.750000 Penalty: 3380.171875
	Iteration 46Q: 3 clusters Score -4181997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4182009.500000 Penalty: 3380.171875
	Iteration 47Q: 3 clusters Score -4182010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4182007.250000 Penalty: 3380.171875
	Iteration 48Q: 3 clusters Score -4182007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4182013.250000 Penalty: 3380.171875
	Iteration 49Q: 3 clusters Score -4182013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4182014.500000 Penalty: 3380.171875
	Iteration 50Q: 3 clusters Score -4182014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4182015.750000 Penalty: 3380.171875
	Iteration 51Q: 3 clusters Score -4182016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -4182014.250000 Penalty: 3380.171875
	Iteration 52Q: 3 clusters Score -4182014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4182009.000000 Penalty: 3380.171875
	Iteration 53Q: 3 clusters Score -4182009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4182016.500000 Penalty: 3380.171875
	Iteration 54Q: 3 clusters Score -4182016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4182017.000000 Penalty: 3380.171875
	Iteration 55Q: 3 clusters Score -4182017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4182021.000000 Penalty: 3380.171875
	Iteration 56Q: 3 clusters Score -4182021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4182018.750000 Penalty: 3380.171875
	Iteration 57Q: 3 clusters Score -4182019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4182031.250000 Penalty: 3380.171875
	Iteration 58Q: 3 clusters Score -4182031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4182028.000000 Penalty: 3380.171875
	Iteration 59Q: 3 clusters Score -4182028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4182027.750000 Penalty: 3380.171875
	Iteration 60F: 3 clusters Score -4182028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4182049.750000 Penalty: 3380.171875
	Iteration 61Q: 3 clusters Score -4182050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4182052.500000 Penalty: 3380.171875
	Iteration 62Q: 3 clusters Score -4182052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4182049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4182052.250000 Penalty: 3380.171875
	Iteration 64Q: 3 clusters Score -4182052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4182062.750000 Penalty: 3380.171875
	Iteration 65Q: 3 clusters Score -4182063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4182066.250000 Penalty: 3380.171875
	Iteration 66Q: 3 clusters Score -4182066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4182075.500000 Penalty: 3380.171875
	Iteration 67Q: 3 clusters Score -4182076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4182076.250000 Penalty: 3380.171875
	Iteration 68Q: 3 clusters Score -4182076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4182087.500000 Penalty: 3380.171875
	Iteration 69Q: 3 clusters Score -4182088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4182099.750000 Penalty: 3380.171875
	Iteration 70Q: 3 clusters Score -4182100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -4182115.750000 Penalty: 3380.171875
	Iteration 71Q: 3 clusters Score -4182116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4182117.750000 Penalty: 3380.171875
	Iteration 72Q: 3 clusters Score -4182118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4182122.750000 Penalty: 3380.171875
	Iteration 73Q: 3 clusters Score -4182123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4182143.500000 Penalty: 3380.171875
	Iteration 74Q: 3 clusters Score -4182144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -4182159.000000 Penalty: 3380.171875
	Iteration 75Q: 3 clusters Score -4182159 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4182171.750000 Penalty: 3380.171875
	Iteration 76Q: 3 clusters Score -4182172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4182197.500000 Penalty: 3380.171875
	Iteration 77Q: 3 clusters Score -4182198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4182227.500000 Penalty: 3380.171875
	Iteration 78Q: 3 clusters Score -4182228 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4182242.500000 Penalty: 3380.171875
	Iteration 79Q: 3 clusters Score -4182242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4182284.750000 Penalty: 3380.171875
	Iteration 80F: 3 clusters Score -4182285 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4182308.750000 Penalty: 3380.171875
	Iteration 81Q: 3 clusters Score -4182309 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4182350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4182397 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4182441.250000 Penalty: 3380.171875
	Iteration 84Q: 3 clusters Score -4182441 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4182477 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4182532.000000 Penalty: 3380.171875
	Iteration 86Q: 3 clusters Score -4182532 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4182569 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4182622.750000 Penalty: 3380.171875
	Iteration 88Q: 3 clusters Score -4182623 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4182673 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4182744.500000 Penalty: 3380.171875
	Iteration 90Q: 3 clusters Score -4182744 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4182823.000000 Penalty: 3380.171875
	Iteration 91Q: 3 clusters Score -4182823 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4182919.000000 Penalty: 3380.171875
	Iteration 92Q: 3 clusters Score -4182919 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4183015.750000 Penalty: 3380.171875
	Iteration 93Q: 3 clusters Score -4183016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4183110.250000 Penalty: 3380.171875
	Iteration 94Q: 3 clusters Score -4183110 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4183203.000000 Penalty: 3380.171875
	Iteration 95Q: 3 clusters Score -4183203 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4183300.500000 Penalty: 3380.171875
	Iteration 96Q: 3 clusters Score -4183300 nChanged 268
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4183392.750000 Penalty: 3380.171875
	Iteration 97Q: 3 clusters Score -4183393 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4183487.500000 Penalty: 3380.171875
	Iteration 98Q: 3 clusters Score -4183488 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4183588.000000 Penalty: 3380.171875
	Iteration 99Q: 3 clusters Score -4183588 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4183674.000000 Penalty: 3380.171875
	Iteration 100F: 3 clusters Score -4183674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4183763.750000 Penalty: 3380.171875
	Iteration 101Q: 3 clusters Score -4183764 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4183847.750000 Penalty: 3380.171875
	Iteration 102Q: 3 clusters Score -4183848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4183915.500000 Penalty: 3380.171875
	Iteration 103Q: 3 clusters Score -4183916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4183967.000000 Penalty: 3380.171875
	Iteration 104Q: 3 clusters Score -4183967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4184021.500000 Penalty: 3380.171875
	Iteration 105Q: 3 clusters Score -4184022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4184075.750000 Penalty: 3380.171875
	Iteration 106Q: 3 clusters Score -4184076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4184124.250000 Penalty: 3380.171875
	Iteration 107Q: 3 clusters Score -4184124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4184142.000000 Penalty: 3380.171875
	Iteration 108Q: 3 clusters Score -4184142 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4184165.250000 Penalty: 3380.171875
	Iteration 109Q: 3 clusters Score -4184165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4184192.500000 Penalty: 3380.171875
	Iteration 110Q: 3 clusters Score -4184192 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4184203.000000 Penalty: 3380.171875
	Iteration 111Q: 3 clusters Score -4184203 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4184228.250000 Penalty: 3380.171875
	Iteration 112Q: 3 clusters Score -4184228 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4184250.000000 Penalty: 3380.171875
	Iteration 113Q: 3 clusters Score -4184250 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4184271.000000 Penalty: 3380.171875
	Iteration 114Q: 3 clusters Score -4184271 nChanged 26
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Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4184285.500000 Penalty: 3380.171875
	Iteration 115Q: 3 clusters Score -4184286 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4184295.000000 Penalty: 3380.171875
	Iteration 116Q: 3 clusters Score -4184295 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4184303.500000 Penalty: 3380.171875
	Iteration 117Q: 3 clusters Score -4184304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4184312.000000 Penalty: 3380.171875
	Iteration 118Q: 3 clusters Score -4184312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4184324.500000 Penalty: 3380.171875
	Iteration 119Q: 3 clusters Score -4184324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4184333.750000 Penalty: 3380.171875
	Iteration 120F: 3 clusters Score -4184334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4184341.500000 Penalty: 3380.171875
	Iteration 121Q: 3 clusters Score -4184342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4184346.500000 Penalty: 3380.171875
	Iteration 122Q: 3 clusters Score -4184346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4184347.000000 Penalty: 3380.171875
	Iteration 123Q: 3 clusters Score -4184347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4184347.250000 Penalty: 3380.171875
	Iteration 124Q: 3 clusters Score -4184347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4184350.000000 Penalty: 3380.171875
	Iteration 125Q: 3 clusters Score -4184350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4184359.250000 Penalty: 3380.171875
	Iteration 126Q: 3 clusters Score -4184359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4184358.000000 Penalty: 3380.171875
	Iteration 127Q: 3 clusters Score -4184358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4184357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4184357.500000 Penalty: 3380.171875
	Iteration 129Q: 3 clusters Score -4184358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4184357.500000 Penalty: 3380.171875
	Iteration 130Q: 3 clusters Score -4184358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4184356.250000 Penalty: 3380.171875
	Iteration 131Q: 3 clusters Score -4184356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4184356.000000 Penalty: 3380.171875
	Iteration 132Q: 3 clusters Score -4184356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4184358.500000 Penalty: 3380.171875
	Iteration 133Q: 3 clusters Score -4184358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4184356.250000 Penalty: 3380.171875
	Iteration 134Q: 3 clusters Score -4184356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4184358.000000 Penalty: 3380.171875
	Iteration 135Q: 3 clusters Score -4184358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4184359.000000 Penalty: 3380.171875
	Iteration 136Q: 3 clusters Score -4184359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4184359.750000 Penalty: 3380.171875
	Iteration 137Q: 3 clusters Score -4184360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4184363.750000 Penalty: 3380.171875
	Iteration 138Q: 3 clusters Score -4184364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4184367.500000 Penalty: 3380.171875
	Iteration 139Q: 3 clusters Score -4184368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4184372.500000 Penalty: 3380.171875
	Iteration 140F: 3 clusters Score -4184372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4184372.750000 Penalty: 3380.171875
	Iteration 141Q: 3 clusters Score -4184373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4184380.500000 Penalty: 3380.171875
	Iteration 142Q: 3 clusters Score -4184380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4184379.000000 Penalty: 3380.171875
	Iteration 143Q: 3 clusters Score -4184379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4184380.250000 Penalty: 3380.171875
	Iteration 144Q: 3 clusters Score -4184380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4184382.750000 Penalty: 3380.171875
	Iteration 145Q: 3 clusters Score -4184383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4184384.250000 Penalty: 3380.171875
	Iteration 146Q: 3 clusters Score -4184384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4184384.250000 Penalty: 3380.171875
	Iteration 147Q: 3 clusters Score -4184384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4184385.750000 Penalty: 3380.171875
	Iteration 148Q: 3 clusters Score -4184386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4184386.250000 Penalty: 3380.171875
	Iteration 149Q: 3 clusters Score -4184386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4184386.250000 Penalty: 3380.171875
	Iteration 150F: 3 clusters Score -4184386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20538.906250 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20538.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21036.052734 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21036.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21284.615234 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21284.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21332.517578 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21332.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21386.039062 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21386.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21480.185547 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21480.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21506.214844 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21506.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21536.134766 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21536.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21539.378906 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21539.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21546.570312 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21546.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21624.843750 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21624.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21629.490234 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -21629.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21630.173828 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -21630.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21630.173828 Penalty: 1871.643066
	Iteration 13F: 3 clusters Score -21630.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 63719 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 37231 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 14 contains 51200 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 113 members 
Mstep: Class 20 contains 92905 members 
Mstep: Class 21 contains 21925 members 
Mstep: Class 22 contains 92070 members 
Entering Unmasked Estep 
Score: -61621148.000000 Penalty: 36216.003906
Splitting cluster 18 changes total score from -61621828.000000 to -61621148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (92905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Entering Unmasked Estep 
Score: -11838447.000000 Penalty: 1858.891602
	Iteration 0F: 2 clusters Score -1.183845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -11780200.000000 Penalty: 3717.783203
	Iteration 0F: 3 clusters Score -1.17802e+07 nChanged 44340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -11806084.000000 Penalty: 3717.783203
	Iteration 1F: 3 clusters Score -1.180608e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -11806810.000000 Penalty: 3717.783203
	Iteration 2Q: 3 clusters Score -1.180681e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -11807953.000000 Penalty: 3717.783203
	Iteration 3Q: 3 clusters Score -1.180795e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -11809672.000000 Penalty: 3717.783203
	Iteration 4Q: 3 clusters Score -1.180967e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -11812368.000000 Penalty: 3717.783203
	Iteration 5F: 3 clusters Score -1.181237e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -11816315.000000 Penalty: 3717.783203
	Iteration 6F: 3 clusters Score -1.181632e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -11821148.000000 Penalty: 3717.783203
	Iteration 7F: 3 clusters Score -1.182115e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -11826183.000000 Penalty: 3717.783203
	Iteration 8F: 3 clusters Score -1.182618e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -11830628.000000 Penalty: 3717.783203
	Iteration 9F: 3 clusters Score -1.183063e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -11833551.000000 Penalty: 3717.783203
	Iteration 10Q: 3 clusters Score -1.183355e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -11835141.000000 Penalty: 3717.783203
	Iteration 11Q: 3 clusters Score -1.183514e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11835935.000000 Penalty: 3717.783203
	Iteration 12Q: 3 clusters Score -1.183594e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -11836350.000000 Penalty: 3717.783203
	Iteration 13Q: 3 clusters Score -1.183635e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -11836534.000000 Penalty: 3717.783203
	Iteration 14Q: 3 clusters Score -1.183653e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -11836613.000000 Penalty: 3717.783203
	Iteration 15Q: 3 clusters Score -1.183661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -11836699.000000 Penalty: 3717.783203
	Iteration 16Q: 3 clusters Score -1.18367e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -11836771.000000 Penalty: 3717.783203
	Iteration 17Q: 3 clusters Score -1.183677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -11836811.000000 Penalty: 3717.783203
	Iteration 18Q: 3 clusters Score -1.183681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -11836836.000000 Penalty: 3717.783203
	Iteration 19Q: 3 clusters Score -1.183684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -11836864.000000 Penalty: 3717.783203
	Iteration 20F: 3 clusters Score -1.183686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -11836868.000000 Penalty: 3717.783203
	Iteration 21Q: 3 clusters Score -1.183687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -11836873.000000 Penalty: 3717.783203
	Iteration 22Q: 3 clusters Score -1.183687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -11836877.000000 Penalty: 3717.783203
	Iteration 23Q: 3 clusters Score -1.183688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -11836873.000000 Penalty: 3717.783203
	Iteration 24Q: 3 clusters Score -1.183687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -11836884.000000 Penalty: 3717.783203
	Iteration 25Q: 3 clusters Score -1.183688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -11836882.000000 Penalty: 3717.783203
	Iteration 26Q: 3 clusters Score -1.183688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -11836880.000000 Penalty: 3717.783203
	Iteration 27Q: 3 clusters Score -1.183688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -11836879.000000 Penalty: 3717.783203
	Iteration 28Q: 3 clusters Score -1.183688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -11836880.000000 Penalty: 3717.783203
	Iteration 29Q: 3 clusters Score -1.183688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -11836884.000000 Penalty: 3717.783203
	Iteration 30Q: 3 clusters Score -1.183688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -11836898.000000 Penalty: 3717.783203
	Iteration 31Q: 3 clusters Score -1.18369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -11836886.000000 Penalty: 3717.783203
	Iteration 32Q: 3 clusters Score -1.183689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -11836899.000000 Penalty: 3717.783203
	Iteration 33Q: 3 clusters Score -1.18369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -11836888.000000 Penalty: 3717.783203
	Iteration 34Q: 3 clusters Score -1.183689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -11836896.000000 Penalty: 3717.783203
	Iteration 35Q: 3 clusters Score -1.18369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -11836914.000000 Penalty: 3717.783203
	Iteration 36Q: 3 clusters Score -1.183691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -11836913.000000 Penalty: 3717.783203
	Iteration 37Q: 3 clusters Score -1.183691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -11836909.000000 Penalty: 3717.783203
	Iteration 38Q: 3 clusters Score -1.183691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -11836910.000000 Penalty: 3717.783203
	Iteration 39Q: 3 clusters Score -1.183691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -11836910.000000 Penalty: 3717.783203
	Iteration 40F: 3 clusters Score -1.183691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Entering Unmasked Estep 
Score: -2777446.250000 Penalty: 1624.249756
	Iteration 0F: 2 clusters Score -2777446 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 10937 members 
Entering Unmasked Estep 
Score: -2762713.500000 Penalty: 3248.499512
	Iteration 0F: 3 clusters Score -2762714 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2767944.250000 Penalty: 3248.499512
	Iteration 1F: 3 clusters Score -2767944 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2768241.750000 Penalty: 3248.499512
	Iteration 2Q: 3 clusters Score -2768242 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2768560.250000 Penalty: 3248.499512
	Iteration 3Q: 3 clusters Score -2768560 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2768928.250000 Penalty: 3248.499512
	Iteration 4Q: 3 clusters Score -2768928 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2769392.750000 Penalty: 3248.499512
	Iteration 5Q: 3 clusters Score -2769393 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2770033.500000 Penalty: 3248.499512
	Iteration 6F: 3 clusters Score -2770034 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2770816.000000 Penalty: 3248.499512
	Iteration 7F: 3 clusters Score -2770816 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2771777.750000 Penalty: 3248.499512
	Iteration 8F: 3 clusters Score -2771778 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2772883.750000 Penalty: 3248.499512
	Iteration 9F: 3 clusters Score -2772884 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2773906.250000 Penalty: 3248.499512
	Iteration 10F: 3 clusters Score -2773906 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2774733.750000 Penalty: 3248.499512
	Iteration 11Q: 3 clusters Score -2774734 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2775380.250000 Penalty: 3248.499512
	Iteration 12Q: 3 clusters Score -2775380 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2775756.750000 Penalty: 3248.499512
	Iteration 13Q: 3 clusters Score -2775757 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2775986.750000 Penalty: 3248.499512
	Iteration 14Q: 3 clusters Score -2775987 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2776151.000000 Penalty: 3248.499512
	Iteration 15Q: 3 clusters Score -2776151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2776233.250000 Penalty: 3248.499512
	Iteration 16Q: 3 clusters Score -2776233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2776275.500000 Penalty: 3248.499512
	Iteration 17Q: 3 clusters Score -2776276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2776299.750000 Penalty: 3248.499512
	Iteration 18Q: 3 clusters Score -2776300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2776323.250000 Penalty: 3248.499512
	Iteration 19Q: 3 clusters Score -2776323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2776331.000000 Penalty: 3248.499512
	Iteration 20F: 3 clusters Score -2776331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2776335.000000 Penalty: 3248.499512
	Iteration 21Q: 3 clusters Score -2776335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2776337.000000 Penalty: 3248.499512
	Iteration 22Q: 3 clusters Score -2776337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2776336.500000 Penalty: 3248.499512
	Iteration 23Q: 3 clusters Score -2776336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2776336.500000 Penalty: 3248.499512
	Iteration 24Q: 3 clusters Score -2776336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2776336.500000 Penalty: 3248.499512
	Iteration 25F: 3 clusters Score -2776336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Entering Unmasked Estep 
Score: -11724650.000000 Penalty: 1857.424438
	Iteration 0F: 2 clusters Score -1.172465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -11667271.000000 Penalty: 3714.848877
	Iteration 0F: 3 clusters Score -1.166727e+07 nChanged 44058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -11692979.000000 Penalty: 3714.848877
	Iteration 1F: 3 clusters Score -1.169298e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -11694340.000000 Penalty: 3714.848877
	Iteration 2Q: 3 clusters Score -1.169434e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -11696848.000000 Penalty: 3714.848877
	Iteration 3Q: 3 clusters Score -1.169685e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -11700555.000000 Penalty: 3714.848877
	Iteration 4F: 3 clusters Score -1.170056e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -11705468.000000 Penalty: 3714.848877
	Iteration 5F: 3 clusters Score -1.170547e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -11710503.000000 Penalty: 3714.848877
	Iteration 6F: 3 clusters Score -1.17105e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -11714739.000000 Penalty: 3714.848877
	Iteration 7F: 3 clusters Score -1.171474e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -11717827.000000 Penalty: 3714.848877
	Iteration 8Q: 3 clusters Score -1.171783e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -11719890.000000 Penalty: 3714.848877
	Iteration 9Q: 3 clusters Score -1.171989e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -11721063.000000 Penalty: 3714.848877
	Iteration 10Q: 3 clusters Score -1.172106e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -11721750.000000 Penalty: 3714.848877
	Iteration 11Q: 3 clusters Score -1.172175e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -11722173.000000 Penalty: 3714.848877
	Iteration 12Q: 3 clusters Score -1.172217e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -11722420.000000 Penalty: 3714.848877
	Iteration 13Q: 3 clusters Score -1.172242e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -11722604.000000 Penalty: 3714.848877
	Iteration 14Q: 3 clusters Score -1.17226e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -11722707.000000 Penalty: 3714.848877
	Iteration 15Q: 3 clusters Score -1.172271e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11722782.000000 Penalty: 3714.848877
	Iteration 16Q: 3 clusters Score -1.172278e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -11722828.000000 Penalty: 3714.848877
	Iteration 17Q: 3 clusters Score -1.172283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -11722872.000000 Penalty: 3714.848877
	Iteration 18Q: 3 clusters Score -1.172287e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -11722888.000000 Penalty: 3714.848877
	Iteration 19Q: 3 clusters Score -1.172289e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -11722919.000000 Penalty: 3714.848877
	Iteration 20F: 3 clusters Score -1.172292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -11722970.000000 Penalty: 3714.848877
	Iteration 21Q: 3 clusters Score -1.172297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -11722990.000000 Penalty: 3714.848877
	Iteration 22Q: 3 clusters Score -1.172299e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -11723008.000000 Penalty: 3714.848877
	Iteration 23Q: 3 clusters Score -1.172301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -11723028.000000 Penalty: 3714.848877
	Iteration 24Q: 3 clusters Score -1.172303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -11723060.000000 Penalty: 3714.848877
	Iteration 25Q: 3 clusters Score -1.172306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -11723064.000000 Penalty: 3714.848877
	Iteration 26Q: 3 clusters Score -1.172306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -11723088.000000 Penalty: 3714.848877
	Iteration 27Q: 3 clusters Score -1.172309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -11723080.000000 Penalty: 3714.848877
	Iteration 28Q: 3 clusters Score -1.172308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -11723095.000000 Penalty: 3714.848877
	Iteration 29Q: 3 clusters Score -1.17231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -11723107.000000 Penalty: 3714.848877
	Iteration 30Q: 3 clusters Score -1.172311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -11723122.000000 Penalty: 3714.848877
	Iteration 31Q: 3 clusters Score -1.172312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -11723130.000000 Penalty: 3714.848877
	Iteration 32Q: 3 clusters Score -1.172313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -11723131.000000 Penalty: 3714.848877
	Iteration 33Q: 3 clusters Score -1.172313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -11723141.000000 Penalty: 3714.848877
	Iteration 34Q: 3 clusters Score -1.172314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -11723153.000000 Penalty: 3714.848877
	Iteration 35Q: 3 clusters Score -1.172315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -11723147.000000 Penalty: 3714.848877
	Iteration 36Q: 3 clusters Score -1.172315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -11723159.000000 Penalty: 3714.848877
	Iteration 37Q: 3 clusters Score -1.172316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -11723164.000000 Penalty: 3714.848877
	Iteration 38Q: 3 clusters Score -1.172316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -11723173.000000 Penalty: 3714.848877
	Iteration 39Q: 3 clusters Score -1.172317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -11723167.000000 Penalty: 3714.848877
	Iteration 40F: 3 clusters Score -1.172317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -11723173.000000 Penalty: 3714.848877
	Iteration 41Q: 3 clusters Score -1.172317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -11723174.000000 Penalty: 3714.848877
	Iteration 42Q: 3 clusters Score -1.172317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11723172.000000 Penalty: 3714.848877
	Iteration 43Q: 3 clusters Score -1.172317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -11723176.000000 Penalty: 3714.848877
	Iteration 44Q: 3 clusters Score -1.172318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -11723175.000000 Penalty: 3714.848877
	Iteration 45Q: 3 clusters Score -1.172318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11723175.000000 Penalty: 3714.848877
	Iteration 46Q: 3 clusters Score -1.172318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -11723180.000000 Penalty: 3714.848877
	Iteration 47Q: 3 clusters Score -1.172318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11723175.000000 Penalty: 3714.848877
	Iteration 48Q: 3 clusters Score -1.172318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11723175.000000 Penalty: 3714.848877
	Iteration 49F: 3 clusters Score -1.172318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 63719 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37231 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 14 contains 51200 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 92905 members 
Mstep: Class 21 contains 21925 members 
Mstep: Class 22 contains 92070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621952.000000 Penalty: 34085.648438
Iteration 159Q: 17 clusters Score -6.162195e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 63581 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37191 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 14 contains 50940 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 93691 members 
Mstep: Class 21 contains 21914 members 
Mstep: Class 22 contains 92120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622124.000000 Penalty: 34085.648438
Iteration 160F: 17 clusters Score -6.162212e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 63418 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37137 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 14 contains 50702 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 32727 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 94325 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 92047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622248.000000 Penalty: 34085.648438
Iteration 161Q: 17 clusters Score -6.162225e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37108 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 14 contains 50456 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 32639 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 95026 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 91992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622392.000000 Penalty: 34085.648438
Iteration 162Q: 17 clusters Score -6.162239e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 63188 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 14 contains 50190 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 32565 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 95844 members 
Mstep: Class 21 contains 21879 members 
Mstep: Class 22 contains 91980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622616.000000 Penalty: 34085.648438
Iteration 163Q: 17 clusters Score -6.162262e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 63069 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37061 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 5029 members 
Mstep: Class 14 contains 49964 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 32506 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 96673 members 
Mstep: Class 21 contains 21881 members 
Mstep: Class 22 contains 91940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622500.000000 Penalty: 34085.648438
Iteration 164Q: 17 clusters Score -6.16225e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 62958 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 37018 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 14 contains 49771 members 
Mstep: Class 16 contains 4589 members 
Mstep: Class 17 contains 32464 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 97506 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 91930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622476.000000 Penalty: 34085.648438
Iteration 165Q: 17 clusters Score -6.162248e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 62867 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36995 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 14 contains 49613 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 32400 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 98318 members 
Mstep: Class 21 contains 21852 members 
Mstep: Class 22 contains 91891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622456.000000 Penalty: 34085.648438
Iteration 166Q: 17 clusters Score -6.162246e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 62784 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36985 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 14 contains 49462 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 32345 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 99134 members 
Mstep: Class 21 contains 21837 members 
Mstep: Class 22 contains 91845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622596.000000 Penalty: 34085.648438
Iteration 167Q: 17 clusters Score -6.16226e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 62718 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36977 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 14 contains 49312 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 32291 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 99900 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 91786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622460.000000 Penalty: 34085.648438
Iteration 168Q: 17 clusters Score -6.162246e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 62644 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36960 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 5029 members 
Mstep: Class 14 contains 49170 members 
Mstep: Class 16 contains 4580 members 
Mstep: Class 17 contains 32244 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 100645 members 
Mstep: Class 21 contains 21777 members 
Mstep: Class 22 contains 91716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622280.000000 Penalty: 34085.648438
Iteration 169Q: 17 clusters Score -6.162228e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 62603 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36950 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 32191 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 101342 members 
Mstep: Class 21 contains 21748 members 
Mstep: Class 22 contains 91620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622184.000000 Penalty: 34085.648438
Iteration 170Q: 17 clusters Score -6.162218e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 62565 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36938 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 14 contains 48961 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 32137 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 101961 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 91527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621976.000000 Penalty: 34085.648438
Iteration 171Q: 17 clusters Score -6.162198e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 62519 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36941 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 14 contains 48896 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32101 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 102531 members 
Mstep: Class 21 contains 21693 members 
Mstep: Class 22 contains 91464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622036.000000 Penalty: 34085.648438
Iteration 172Q: 17 clusters Score -6.162204e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 62465 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36943 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 14 contains 48825 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103025 members 
Mstep: Class 21 contains 21674 members 
Mstep: Class 22 contains 91417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622108.000000 Penalty: 34085.648438
Iteration 173Q: 17 clusters Score -6.162211e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 62412 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36950 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 14 contains 48751 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 32058 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103480 members 
Mstep: Class 21 contains 21660 members 
Mstep: Class 22 contains 91384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622148.000000 Penalty: 34085.648438
Iteration 174Q: 17 clusters Score -6.162215e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 62381 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36951 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 14 contains 48689 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32046 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 103887 members 
Mstep: Class 21 contains 21657 members 
Mstep: Class 22 contains 91351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622112.000000 Penalty: 34085.648438
Iteration 175Q: 17 clusters Score -6.162211e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 62341 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36937 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 14 contains 48642 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 32021 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 104278 members 
Mstep: Class 21 contains 21647 members 
Mstep: Class 22 contains 91331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622084.000000 Penalty: 34085.648438
Iteration 176Q: 17 clusters Score -6.162208e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 62330 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36929 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 14 contains 48593 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 32013 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 104639 members 
Mstep: Class 21 contains 21634 members 
Mstep: Class 22 contains 91292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622148.000000 Penalty: 34085.648438
Iteration 177Q: 17 clusters Score -6.162215e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 62316 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36937 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 14 contains 48533 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 104958 members 
Mstep: Class 21 contains 21627 members 
Mstep: Class 22 contains 91246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622184.000000 Penalty: 34085.648438
Iteration 178Q: 17 clusters Score -6.162218e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 62304 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36940 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1093 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 14 contains 48486 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32033 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 105271 members 
Mstep: Class 21 contains 21628 members 
Mstep: Class 22 contains 91178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622184.000000 Penalty: 34085.648438
Iteration 179Q: 17 clusters Score -6.162218e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 62307 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36936 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1088 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 14 contains 48420 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 105562 members 
Mstep: Class 21 contains 21618 members 
Mstep: Class 22 contains 91113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622164.000000 Penalty: 34085.648438
Iteration 180F: 17 clusters Score -6.162216e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 62306 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36928 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 14 contains 48379 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 32067 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 105828 members 
Mstep: Class 21 contains 21602 members 
Mstep: Class 22 contains 91012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622252.000000 Penalty: 34085.648438
Iteration 181Q: 17 clusters Score -6.162225e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 62289 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 14 contains 48339 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 32076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106112 members 
Mstep: Class 21 contains 21588 members 
Mstep: Class 22 contains 90932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622180.000000 Penalty: 34085.648438
Iteration 182Q: 17 clusters Score -6.162218e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 62275 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36907 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 14 contains 48310 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 32076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106387 members 
Mstep: Class 21 contains 21568 members 
Mstep: Class 22 contains 90847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622260.000000 Penalty: 34085.648438
Iteration 183Q: 17 clusters Score -6.162226e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 62268 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36901 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 14 contains 48281 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 32082 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106663 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 22 contains 90756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622224.000000 Penalty: 34085.648438
Iteration 184Q: 17 clusters Score -6.162222e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 62262 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36894 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 14 contains 48260 members 
Mstep: Class 16 contains 4571 members 
Mstep: Class 17 contains 32094 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 106922 members 
Mstep: Class 21 contains 21530 members 
Mstep: Class 22 contains 90625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622140.000000 Penalty: 34085.648438
Iteration 185Q: 17 clusters Score -6.162214e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 62263 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36890 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 14 contains 48242 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 32094 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107191 members 
Mstep: Class 21 contains 21500 members 
Mstep: Class 22 contains 90479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622100.000000 Penalty: 34085.648438
Iteration 186Q: 17 clusters Score -6.16221e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 62278 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 14 contains 48219 members 
Mstep: Class 16 contains 4568 members 
Mstep: Class 17 contains 32091 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107446 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 90298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622128.000000 Penalty: 34085.648438
Iteration 187Q: 17 clusters Score -6.162213e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 62308 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36880 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 14 contains 48197 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 32095 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107698 members 
Mstep: Class 21 contains 21461 members 
Mstep: Class 22 contains 90125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622040.000000 Penalty: 34085.648438
Iteration 188Q: 17 clusters Score -6.162204e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 62342 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36868 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 14 contains 48188 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 32099 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 107901 members 
Mstep: Class 21 contains 21440 members 
Mstep: Class 22 contains 89943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621984.000000 Penalty: 34085.648438
Iteration 189Q: 17 clusters Score -6.162198e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 62350 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36853 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 14 contains 48175 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 32086 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108118 members 
Mstep: Class 21 contains 21418 members 
Mstep: Class 22 contains 89756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622124.000000 Penalty: 34085.648438
Iteration 190Q: 17 clusters Score -6.162212e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 62362 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36843 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 14 contains 48163 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 32087 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108327 members 
Mstep: Class 21 contains 21407 members 
Mstep: Class 22 contains 89550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622056.000000 Penalty: 34085.648438
Iteration 191Q: 17 clusters Score -6.162206e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 62374 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36840 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 14 contains 48143 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 32076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108564 members 
Mstep: Class 21 contains 21394 members 
Mstep: Class 22 contains 89313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621804.000000 Penalty: 34085.648438
Iteration 192Q: 17 clusters Score -6.16218e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 62394 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 14 contains 48122 members 
Mstep: Class 16 contains 4560 members 
Mstep: Class 17 contains 32055 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 108813 members 
Mstep: Class 21 contains 21377 members 
Mstep: Class 22 contains 89061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621708.000000 Penalty: 34085.648438
Iteration 193Q: 17 clusters Score -6.162171e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 62403 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 14 contains 48104 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 32029 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109072 members 
Mstep: Class 21 contains 21361 members 
Mstep: Class 22 contains 88787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621592.000000 Penalty: 34085.648438
Iteration 194Q: 17 clusters Score -6.162159e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 62420 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36834 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1056 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 14 contains 48096 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 32017 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109312 members 
Mstep: Class 21 contains 21341 members 
Mstep: Class 22 contains 88457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621480.000000 Penalty: 34085.648438
Iteration 195Q: 17 clusters Score -6.162148e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 62425 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36838 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1055 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 14 contains 48073 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 32010 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109536 members 
Mstep: Class 21 contains 21328 members 
Mstep: Class 22 contains 88129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621228.000000 Penalty: 34085.648438
Iteration 196Q: 17 clusters Score -6.162123e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 62449 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 14 contains 48050 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 32010 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109743 members 
Mstep: Class 21 contains 21317 members 
Mstep: Class 22 contains 87767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621052.000000 Penalty: 34085.648438
Iteration 197Q: 17 clusters Score -6.162105e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 62480 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36851 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 14 contains 48039 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32002 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 109953 members 
Mstep: Class 21 contains 21305 members 
Mstep: Class 22 contains 87375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61621188.000000 Penalty: 34085.648438
Iteration 198Q: 17 clusters Score -6.162119e+07 nChanged 1270
Entering ConstructFrom: 
Score: -61621188.000000 Penalty: 34085.648438
Entering ConstructFrom: 
Trying to split cluster 1 (82363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Entering Unmasked Estep 
Score: -10571889.000000 Penalty: 1839.319824
	Iteration 0F: 2 clusters Score -1.057189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -10519125.000000 Penalty: 3678.639648
	Iteration 0F: 3 clusters Score -1.051912e+07 nChanged 39344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10541735.000000 Penalty: 3678.639648
	Iteration 1F: 3 clusters Score -1.054174e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -10542227.000000 Penalty: 3678.639648
	Iteration 2Q: 3 clusters Score -1.054223e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -10542788.000000 Penalty: 3678.639648
	Iteration 3Q: 3 clusters Score -1.054279e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -10543465.000000 Penalty: 3678.639648
	Iteration 4Q: 3 clusters Score -1.054346e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -10544413.000000 Penalty: 3678.639648
	Iteration 5Q: 3 clusters Score -1.054441e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -10546162.000000 Penalty: 3678.639648
	Iteration 6Q: 3 clusters Score -1.054616e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -10549088.000000 Penalty: 3678.639648
	Iteration 7F: 3 clusters Score -1.054909e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -10553524.000000 Penalty: 3678.639648
	Iteration 8F: 3 clusters Score -1.055352e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -10559603.000000 Penalty: 3678.639648
	Iteration 9F: 3 clusters Score -1.05596e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -10564654.000000 Penalty: 3678.639648
	Iteration 10F: 3 clusters Score -1.056465e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -10567639.000000 Penalty: 3678.639648
	Iteration 11Q: 3 clusters Score -1.056764e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -10569237.000000 Penalty: 3678.639648
	Iteration 12Q: 3 clusters Score -1.056924e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -10569793.000000 Penalty: 3678.639648
	Iteration 13Q: 3 clusters Score -1.056979e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -10569992.000000 Penalty: 3678.639648
	Iteration 14Q: 3 clusters Score -1.056999e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -10570096.000000 Penalty: 3678.639648
	Iteration 15Q: 3 clusters Score -1.05701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -10570168.000000 Penalty: 3678.639648
	Iteration 16Q: 3 clusters Score -1.057017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -10570198.000000 Penalty: 3678.639648
	Iteration 17Q: 3 clusters Score -1.05702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -10570216.000000 Penalty: 3678.639648
	Iteration 18Q: 3 clusters Score -1.057022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -10570220.000000 Penalty: 3678.639648
	Iteration 19Q: 3 clusters Score -1.057022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -10570232.000000 Penalty: 3678.639648
	Iteration 20F: 3 clusters Score -1.057023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -10570232.000000 Penalty: 3678.639648
	Iteration 21Q: 3 clusters Score -1.057023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -10570236.000000 Penalty: 3678.639648
	Iteration 22Q: 3 clusters Score -1.057024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -10570240.000000 Penalty: 3678.639648
	Iteration 23Q: 3 clusters Score -1.057024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -10570241.000000 Penalty: 3678.639648
	Iteration 24Q: 3 clusters Score -1.057024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -10570241.000000 Penalty: 3678.639648
	Iteration 25F: 3 clusters Score -1.057024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Entering Unmasked Estep 
Score: -7964805.500000 Penalty: 1794.526733
	Iteration 0F: 2 clusters Score -7964806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -7923352.500000 Penalty: 3589.053467
	Iteration 0F: 3 clusters Score -7923352 nChanged 29440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7940021.500000 Penalty: 3589.053467
	Iteration 1F: 3 clusters Score -7940022 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7940485.000000 Penalty: 3589.053467
	Iteration 2Q: 3 clusters Score -7940485 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -7940944.000000 Penalty: 3589.053467
	Iteration 3Q: 3 clusters Score -7940944 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7941423.500000 Penalty: 3589.053467
	Iteration 4Q: 3 clusters Score -7941424 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -7941925.500000 Penalty: 3589.053467
	Iteration 5Q: 3 clusters Score -7941926 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7942512.000000 Penalty: 3589.053467
	Iteration 6Q: 3 clusters Score -7942512 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -7943189.000000 Penalty: 3589.053467
	Iteration 7Q: 3 clusters Score -7943189 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -7944106.000000 Penalty: 3589.053467
	Iteration 8Q: 3 clusters Score -7944106 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -7945468.500000 Penalty: 3589.053467
	Iteration 9Q: 3 clusters Score -7945468 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -7947728.500000 Penalty: 3589.053467
	Iteration 10F: 3 clusters Score -7947728 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -7950682.500000 Penalty: 3589.053467
	Iteration 11F: 3 clusters Score -7950682 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -7954262.500000 Penalty: 3589.053467
	Iteration 12F: 3 clusters Score -7954262 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -7957810.500000 Penalty: 3589.053467
	Iteration 13F: 3 clusters Score -7957810 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7960351.000000 Penalty: 3589.053467
	Iteration 14F: 3 clusters Score -7960351 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7961846.500000 Penalty: 3589.053467
	Iteration 15Q: 3 clusters Score -7961846 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7962554.000000 Penalty: 3589.053467
	Iteration 16Q: 3 clusters Score -7962554 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7962884.000000 Penalty: 3589.053467
	Iteration 17Q: 3 clusters Score -7962884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7963004.000000 Penalty: 3589.053467
	Iteration 18Q: 3 clusters Score -7963004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7963070.500000 Penalty: 3589.053467
	Iteration 19Q: 3 clusters Score -7963070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7963111.500000 Penalty: 3589.053467
	Iteration 20F: 3 clusters Score -7963112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7963139.000000 Penalty: 3589.053467
	Iteration 21Q: 3 clusters Score -7963139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7963173.500000 Penalty: 3589.053467
	Iteration 22Q: 3 clusters Score -7963174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7963181.000000 Penalty: 3589.053467
	Iteration 23Q: 3 clusters Score -7963181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7963201.500000 Penalty: 3589.053467
	Iteration 24Q: 3 clusters Score -7963202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7963210.500000 Penalty: 3589.053467
	Iteration 25Q: 3 clusters Score -7963210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7963230.500000 Penalty: 3589.053467
	Iteration 26Q: 3 clusters Score -7963230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7963234.000000 Penalty: 3589.053467
	Iteration 27Q: 3 clusters Score -7963234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7963243.500000 Penalty: 3589.053467
	Iteration 28Q: 3 clusters Score -7963244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7963246.000000 Penalty: 3589.053467
	Iteration 29Q: 3 clusters Score -7963246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7963252.000000 Penalty: 3589.053467
	Iteration 30Q: 3 clusters Score -7963252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7963255.000000 Penalty: 3589.053467
	Iteration 31Q: 3 clusters Score -7963255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7963262.500000 Penalty: 3589.053467
	Iteration 32Q: 3 clusters Score -7963262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7963272.500000 Penalty: 3589.053467
	Iteration 33Q: 3 clusters Score -7963272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7963275.500000 Penalty: 3589.053467
	Iteration 34Q: 3 clusters Score -7963276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7963279.500000 Penalty: 3589.053467
	Iteration 35Q: 3 clusters Score -7963280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7963280.000000 Penalty: 3589.053467
	Iteration 36Q: 3 clusters Score -7963280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7963283.000000 Penalty: 3589.053467
	Iteration 37Q: 3 clusters Score -7963283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7963290.000000 Penalty: 3589.053467
	Iteration 38Q: 3 clusters Score -7963290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7963287.500000 Penalty: 3589.053467
	Iteration 39Q: 3 clusters Score -7963288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7963298.500000 Penalty: 3589.053467
	Iteration 40F: 3 clusters Score -7963298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7963295.000000 Penalty: 3589.053467
	Iteration 41Q: 3 clusters Score -7963295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7963295.000000 Penalty: 3589.053467
	Iteration 42F: 3 clusters Score -7963295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32013.949219 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32013.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32468.009766 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32468.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32760.148438 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32760.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33036.980469 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -33036.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33128.593750 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -33128.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33161.847656 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -33161.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33163.296875 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33166.183594 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33166.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33166.183594 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -33166.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 110100 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 87017 members 
Entering Unmasked Estep 
Score: -61620088.000000 Penalty: 36216.003906
Splitting cluster 3 changes total score from -61621188.000000 to -61620088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (36878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Entering Unmasked Estep 
Score: -4506836.000000 Penalty: 1708.747681
	Iteration 0F: 2 clusters Score -4506836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4482102.500000 Penalty: 3417.495361
	Iteration 0F: 3 clusters Score -4482102 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4491660.000000 Penalty: 3417.495361
	Iteration 1F: 3 clusters Score -4491660 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4492001.500000 Penalty: 3417.495361
	Iteration 2Q: 3 clusters Score -4492002 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4492357.000000 Penalty: 3417.495361
	Iteration 3Q: 3 clusters Score -4492357 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4492731.500000 Penalty: 3417.495361
	Iteration 4Q: 3 clusters Score -4492732 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4493125.500000 Penalty: 3417.495361
	Iteration 5Q: 3 clusters Score -4493126 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4493601.000000 Penalty: 3417.495361
	Iteration 6Q: 3 clusters Score -4493601 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4494089.500000 Penalty: 3417.495361
	Iteration 7Q: 3 clusters Score -4494090 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4494744.000000 Penalty: 3417.495361
	Iteration 8Q: 3 clusters Score -4494744 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4495612.000000 Penalty: 3417.495361
	Iteration 9Q: 3 clusters Score -4495612 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4496742.500000 Penalty: 3417.495361
	Iteration 10F: 3 clusters Score -4496742 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4497926.000000 Penalty: 3417.495361
	Iteration 11F: 3 clusters Score -4497926 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4498832.000000 Penalty: 3417.495361
	Iteration 12Q: 3 clusters Score -4498832 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4499268.000000 Penalty: 3417.495361
	Iteration 13Q: 3 clusters Score -4499268 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4499471.500000 Penalty: 3417.495361
	Iteration 14Q: 3 clusters Score -4499472 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4499570.000000 Penalty: 3417.495361
	Iteration 15Q: 3 clusters Score -4499570 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4499647.000000 Penalty: 3417.495361
	Iteration 16Q: 3 clusters Score -4499647 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4499743.500000 Penalty: 3417.495361
	Iteration 17Q: 3 clusters Score -4499744 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4499802.500000 Penalty: 3417.495361
	Iteration 18Q: 3 clusters Score -4499802 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4499850.500000 Penalty: 3417.495361
	Iteration 19Q: 3 clusters Score -4499850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4499918.000000 Penalty: 3417.495361
	Iteration 20F: 3 clusters Score -4499918 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4499992.500000 Penalty: 3417.495361
	Iteration 21Q: 3 clusters Score -4499992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4500070.500000 Penalty: 3417.495361
	Iteration 22Q: 3 clusters Score -4500070 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4500134.000000 Penalty: 3417.495361
	Iteration 23Q: 3 clusters Score -4500134 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4500201.500000 Penalty: 3417.495361
	Iteration 24Q: 3 clusters Score -4500202 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4500293.500000 Penalty: 3417.495361
	Iteration 25Q: 3 clusters Score -4500294 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4500396.500000 Penalty: 3417.495361
	Iteration 26Q: 3 clusters Score -4500396 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4500505.500000 Penalty: 3417.495361
	Iteration 27Q: 3 clusters Score -4500506 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4500613.000000 Penalty: 3417.495361
	Iteration 28Q: 3 clusters Score -4500613 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4500748.500000 Penalty: 3417.495361
	Iteration 29Q: 3 clusters Score -4500748 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4500890.500000 Penalty: 3417.495361
	Iteration 30Q: 3 clusters Score -4500890 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4501031.500000 Penalty: 3417.495361
	Iteration 31Q: 3 clusters Score -4501032 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4501200.500000 Penalty: 3417.495361
	Iteration 32Q: 3 clusters Score -4501200 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4501351.000000 Penalty: 3417.495361
	Iteration 33Q: 3 clusters Score -4501351 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4501525.000000 Penalty: 3417.495361
	Iteration 34Q: 3 clusters Score -4501525 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4501737.000000 Penalty: 3417.495361
	Iteration 35Q: 3 clusters Score -4501737 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4501918.000000 Penalty: 3417.495361
	Iteration 36Q: 3 clusters Score -4501918 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4502127.000000 Penalty: 3417.495361
	Iteration 37Q: 3 clusters Score -4502127 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4502312.500000 Penalty: 3417.495361
	Iteration 38Q: 3 clusters Score -4502312 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4502498.000000 Penalty: 3417.495361
	Iteration 39Q: 3 clusters Score -4502498 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4502702.500000 Penalty: 3417.495361
	Iteration 40F: 3 clusters Score -4502702 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4502898.000000 Penalty: 3417.495361
	Iteration 41Q: 3 clusters Score -4502898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4503140.000000 Penalty: 3417.495361
	Iteration 42Q: 3 clusters Score -4503140 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4503423.500000 Penalty: 3417.495361
	Iteration 43Q: 3 clusters Score -4503424 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4503715.000000 Penalty: 3417.495361
	Iteration 44Q: 3 clusters Score -4503715 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4503937.500000 Penalty: 3417.495361
	Iteration 45Q: 3 clusters Score -4503938 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4504191.500000 Penalty: 3417.495361
	Iteration 46Q: 3 clusters Score -4504192 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4504388.500000 Penalty: 3417.495361
	Iteration 47Q: 3 clusters Score -4504388 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4504597.500000 Penalty: 3417.495361
	Iteration 48Q: 3 clusters Score -4504598 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4504802.500000 Penalty: 3417.495361
	Iteration 49Q: 3 clusters Score -4504802 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4505031.000000 Penalty: 3417.495361
	Iteration 50Q: 3 clusters Score -4505031 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4505219.500000 Penalty: 3417.495361
	Iteration 51Q: 3 clusters Score -4505220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4505335.000000 Penalty: 3417.495361
	Iteration 52Q: 3 clusters Score -4505335 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4505416.000000 Penalty: 3417.495361
	Iteration 53Q: 3 clusters Score -4505416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4505473.500000 Penalty: 3417.495361
	Iteration 54Q: 3 clusters Score -4505474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4505502.500000 Penalty: 3417.495361
	Iteration 55Q: 3 clusters Score -4505502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4505525.500000 Penalty: 3417.495361
	Iteration 56Q: 3 clusters Score -4505526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4505535.000000 Penalty: 3417.495361
	Iteration 57Q: 3 clusters Score -4505535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4505549.500000 Penalty: 3417.495361
	Iteration 58Q: 3 clusters Score -4505550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4505555.000000 Penalty: 3417.495361
	Iteration 59Q: 3 clusters Score -4505555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4505550.500000 Penalty: 3417.495361
	Iteration 60F: 3 clusters Score -4505550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4505552.000000 Penalty: 3417.495361
	Iteration 61Q: 3 clusters Score -4505552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4505551.000000 Penalty: 3417.495361
	Iteration 62Q: 3 clusters Score -4505551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4505553.500000 Penalty: 3417.495361
	Iteration 63Q: 3 clusters Score -4505554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4505555.000000 Penalty: 3417.495361
	Iteration 64Q: 3 clusters Score -4505555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4505556.500000 Penalty: 3417.495361
	Iteration 65Q: 3 clusters Score -4505556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4505561.500000 Penalty: 3417.495361
	Iteration 66Q: 3 clusters Score -4505562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4505562.500000 Penalty: 3417.495361
	Iteration 67Q: 3 clusters Score -4505562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4505564.000000 Penalty: 3417.495361
	Iteration 68Q: 3 clusters Score -4505564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4505565.000000 Penalty: 3417.495361
	Iteration 69Q: 3 clusters Score -4505565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4505569.500000 Penalty: 3417.495361
	Iteration 70Q: 3 clusters Score -4505570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4505570.500000 Penalty: 3417.495361
	Iteration 71Q: 3 clusters Score -4505570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4505569.500000 Penalty: 3417.495361
	Iteration 72Q: 3 clusters Score -4505570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4505571.500000 Penalty: 3417.495361
	Iteration 73Q: 3 clusters Score -4505572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4505571.500000 Penalty: 3417.495361
	Iteration 74F: 3 clusters Score -4505572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -81423.000000 Penalty: 1073.140869
	Iteration 0F: 2 clusters Score -81423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80269.093750 Penalty: 2146.281738
	Iteration 0F: 3 clusters Score -80269.09 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80619.484375 Penalty: 2146.281738
	Iteration 1F: 3 clusters Score -80619.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80800.195312 Penalty: 2146.281738
	Iteration 2F: 3 clusters Score -80800.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80917.265625 Penalty: 2146.281738
	Iteration 3F: 3 clusters Score -80917.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80992.234375 Penalty: 2146.281738
	Iteration 4Q: 3 clusters Score -80992.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81123.390625 Penalty: 2146.281738
	Iteration 5Q: 3 clusters Score -81123.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81173.640625 Penalty: 2146.281738
	Iteration 6Q: 3 clusters Score -81173.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81269.796875 Penalty: 2146.281738
	Iteration 7Q: 3 clusters Score -81269.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81328.687500 Penalty: 2146.281738
	Iteration 8Q: 3 clusters Score -81328.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81356.445312 Penalty: 2146.281738
	Iteration 9Q: 3 clusters Score -81356.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81398.445312 Penalty: 2146.281738
	Iteration 10Q: 3 clusters Score -81398.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81423.835938 Penalty: 2146.281738
	Iteration 11Q: 3 clusters Score -81423.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81438.703125 Penalty: 2146.281738
	Iteration 12Q: 3 clusters Score -81438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81446.476562 Penalty: 2146.281738
	Iteration 13Q: 3 clusters Score -81446.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81447.328125 Penalty: 2146.281738
	Iteration 14Q: 3 clusters Score -81447.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81447.328125 Penalty: 2146.281738
	Iteration 15F: 3 clusters Score -81447.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 110100 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 87017 members 
Entering Unmasked Estep 
Score: -61619832.000000 Penalty: 36216.003906
Splitting cluster 6 changes total score from -61621188.000000 to -61619832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -133286.390625 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -133286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131783.656250 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -131783.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132029.171875 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -132029.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -132105.031250 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -132105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132153.000000 Penalty: 2260.567627
	Iteration 3Q: 3 clusters Score -132153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132182.187500 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -132182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -132190.640625 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -132190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -132193.343750 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -132193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132196.531250 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -132196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132202.703125 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -132202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132207.265625 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -132207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -132209.671875 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -132209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132211.812500 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -132211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132213.984375 Penalty: 2260.567627
	Iteration 12Q: 3 clusters Score -132214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132215.937500 Penalty: 2260.567627
	Iteration 13Q: 3 clusters Score -132215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132215.937500 Penalty: 2260.567627
	Iteration 14F: 3 clusters Score -132215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -52448.058594 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -52448.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51417.652344 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -51417.65 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51745.207031 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -51745.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51879.269531 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -51879.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52003.187500 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -52003.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52080.640625 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -52080.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52114.910156 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -52114.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52151.539062 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -52151.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52199.445312 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -52199.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52256.109375 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -52256.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52291.714844 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -52291.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52309.492188 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -52309.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52312.093750 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -52312.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52312.625000 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -52312.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52312.625000 Penalty: 2024.906494
	Iteration 13F: 3 clusters Score -52312.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -124738.046875 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -124738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123310.359375 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -123310.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123542.859375 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -123542.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123604.937500 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -123604.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123632.765625 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -123632.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123652.000000 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -123652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123663.976562 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -123664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123671.382812 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -123671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123681.367188 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -123681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123688.851562 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -123688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123693.539062 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -123693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -123696.226562 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -123696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123697.218750 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -123697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123698.078125 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -123698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123698.562500 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -123698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123699.867188 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -123699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123699.867188 Penalty: 2244.695312
	Iteration 15F: 3 clusters Score -123699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -626500.312500 Penalty: 1383.098633
	Iteration 0F: 2 clusters Score -626500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -622532.812500 Penalty: 2766.197266
	Iteration 0F: 3 clusters Score -622532.8 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -623703.625000 Penalty: 2766.197266
	Iteration 1F: 3 clusters Score -623703.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -624008.187500 Penalty: 2766.197266
	Iteration 2F: 3 clusters Score -624008.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -624309.500000 Penalty: 2766.197266
	Iteration 3F: 3 clusters Score -624309.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -624538.875000 Penalty: 2766.197266
	Iteration 4F: 3 clusters Score -624538.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -624750.750000 Penalty: 2766.197266
	Iteration 5F: 3 clusters Score -624750.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -624908.562500 Penalty: 2766.197266
	Iteration 6F: 3 clusters Score -624908.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -625022.750000 Penalty: 2766.197266
	Iteration 7Q: 3 clusters Score -625022.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -625097.500000 Penalty: 2766.197266
	Iteration 8Q: 3 clusters Score -625097.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -625151.812500 Penalty: 2766.197266
	Iteration 9Q: 3 clusters Score -625151.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -625199.250000 Penalty: 2766.197266
	Iteration 10Q: 3 clusters Score -625199.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -625250.125000 Penalty: 2766.197266
	Iteration 11Q: 3 clusters Score -625250.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -625289.000000 Penalty: 2766.197266
	Iteration 12Q: 3 clusters Score -625289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -625316.312500 Penalty: 2766.197266
	Iteration 13Q: 3 clusters Score -625316.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -625340.500000 Penalty: 2766.197266
	Iteration 14Q: 3 clusters Score -625340.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -625366.687500 Penalty: 2766.197266
	Iteration 15Q: 3 clusters Score -625366.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -625388.000000 Penalty: 2766.197266
	Iteration 16Q: 3 clusters Score -625388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -625401.437500 Penalty: 2766.197266
	Iteration 17Q: 3 clusters Score -625401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -625414.187500 Penalty: 2766.197266
	Iteration 18Q: 3 clusters Score -625414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -625423.062500 Penalty: 2766.197266
	Iteration 19Q: 3 clusters Score -625423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -625435.125000 Penalty: 2766.197266
	Iteration 20F: 3 clusters Score -625435.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -625439.937500 Penalty: 2766.197266
	Iteration 21Q: 3 clusters Score -625439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -625444.812500 Penalty: 2766.197266
	Iteration 22Q: 3 clusters Score -625444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -625445.500000 Penalty: 2766.197266
	Iteration 23Q: 3 clusters Score -625445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -625448.937500 Penalty: 2766.197266
	Iteration 24Q: 3 clusters Score -625448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -625449.125000 Penalty: 2766.197266
	Iteration 25Q: 3 clusters Score -625449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -625455.250000 Penalty: 2766.197266
	Iteration 26Q: 3 clusters Score -625455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -625458.125000 Penalty: 2766.197266
	Iteration 27Q: 3 clusters Score -625458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -625460.500000 Penalty: 2766.197266
	Iteration 28Q: 3 clusters Score -625460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -625460.812500 Penalty: 2766.197266
	Iteration 29Q: 3 clusters Score -625460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -625460.812500 Penalty: 2766.197266
	Iteration 30F: 3 clusters Score -625460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Entering Unmasked Estep 
Score: -6124584.000000 Penalty: 1751.634521
	Iteration 0F: 2 clusters Score -6124584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6092544.500000 Penalty: 3503.269043
	Iteration 0F: 3 clusters Score -6092544 nChanged 22328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -6105139.000000 Penalty: 3503.269043
	Iteration 1F: 3 clusters Score -6105139 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6105636.500000 Penalty: 3503.269043
	Iteration 2Q: 3 clusters Score -6105636 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -6106310.000000 Penalty: 3503.269043
	Iteration 3Q: 3 clusters Score -6106310 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -6107291.000000 Penalty: 3503.269043
	Iteration 4Q: 3 clusters Score -6107291 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6108637.500000 Penalty: 3503.269043
	Iteration 5F: 3 clusters Score -6108638 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6110778.000000 Penalty: 3503.269043
	Iteration 6F: 3 clusters Score -6110778 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -6113688.500000 Penalty: 3503.269043
	Iteration 7F: 3 clusters Score -6113688 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6116883.000000 Penalty: 3503.269043
	Iteration 8F: 3 clusters Score -6116883 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6119776.000000 Penalty: 3503.269043
	Iteration 9F: 3 clusters Score -6119776 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -6121565.000000 Penalty: 3503.269043
	Iteration 10Q: 3 clusters Score -6121565 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6122392.000000 Penalty: 3503.269043
	Iteration 11Q: 3 clusters Score -6122392 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6122697.000000 Penalty: 3503.269043
	Iteration 12Q: 3 clusters Score -6122697 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6122869.500000 Penalty: 3503.269043
	Iteration 13Q: 3 clusters Score -6122870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6122937.000000 Penalty: 3503.269043
	Iteration 14Q: 3 clusters Score -6122937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -6122970.000000 Penalty: 3503.269043
	Iteration 15Q: 3 clusters Score -6122970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6122989.000000 Penalty: 3503.269043
	Iteration 16Q: 3 clusters Score -6122989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6122992.500000 Penalty: 3503.269043
	Iteration 17Q: 3 clusters Score -6122992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -6122994.500000 Penalty: 3503.269043
	Iteration 18Q: 3 clusters Score -6122994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6123001.500000 Penalty: 3503.269043
	Iteration 19Q: 3 clusters Score -6123002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6123010.000000 Penalty: 3503.269043
	Iteration 20F: 3 clusters Score -6123010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -6123016.000000 Penalty: 3503.269043
	Iteration 21Q: 3 clusters Score -6123016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -6123021.500000 Penalty: 3503.269043
	Iteration 22Q: 3 clusters Score -6123022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -6123019.500000 Penalty: 3503.269043
	Iteration 23Q: 3 clusters Score -6123020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6123027.000000 Penalty: 3503.269043
	Iteration 24Q: 3 clusters Score -6123027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6123029.500000 Penalty: 3503.269043
	Iteration 25Q: 3 clusters Score -6123030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6123031.000000 Penalty: 3503.269043
	Iteration 26Q: 3 clusters Score -6123031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6123031.000000 Penalty: 3503.269043
	Iteration 27F: 3 clusters Score -6123031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -533628.687500 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -533628.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -529958.437500 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -529958.4 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -531110.000000 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -531110 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -531439.937500 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -531439.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -531670.687500 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -531670.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -531877.875000 Penalty: 2737.508301
	Iteration 4F: 3 clusters Score -531877.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -532061.312500 Penalty: 2737.508301
	Iteration 5F: 3 clusters Score -532061.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -532213.125000 Penalty: 2737.508301
	Iteration 6Q: 3 clusters Score -532213.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -532347.125000 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -532347.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -532467.562500 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -532467.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -532591.250000 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -532591.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -532676.625000 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -532676.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -532732.625000 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -532732.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -532764.812500 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -532764.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -532790.062500 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -532790.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -532808.125000 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -532808.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -532818.187500 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -532818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -532824.812500 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -532824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -532831.125000 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -532831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -532833.750000 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -532833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -532835.562500 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -532835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -532837.812500 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -532837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -532840.375000 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -532840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -532843.500000 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -532843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -532845.500000 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -532845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -532848.437500 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -532848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -532852.000000 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -532852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -532853.500000 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -532853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -532855.312500 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -532855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -532857.250000 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -532857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -532857.437500 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -532857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -532857.687500 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -532857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -532857.750000 Penalty: 2737.508301
	Iteration 31Q: 3 clusters Score -532857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -532859.250000 Penalty: 2737.508301
	Iteration 32Q: 3 clusters Score -532859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -532861.000000 Penalty: 2737.508301
	Iteration 33Q: 3 clusters Score -532861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -532861.312500 Penalty: 2737.508301
	Iteration 34Q: 3 clusters Score -532861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -532862.312500 Penalty: 2737.508301
	Iteration 35Q: 3 clusters Score -532862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -532862.562500 Penalty: 2737.508301
	Iteration 36Q: 3 clusters Score -532862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -532862.000000 Penalty: 2737.508301
	Iteration 37Q: 3 clusters Score -532862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -532862.125000 Penalty: 2737.508301
	Iteration 38Q: 3 clusters Score -532862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -532862.125000 Penalty: 2737.508301
	Iteration 39F: 3 clusters Score -532862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Entering Unmasked Estep 
Score: -4075826.500000 Penalty: 1685.738037
	Iteration 0F: 2 clusters Score -4075826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4054365.500000 Penalty: 3371.476074
	Iteration 0F: 3 clusters Score -4054366 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4062423.000000 Penalty: 3371.476074
	Iteration 1F: 3 clusters Score -4062423 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4062815.750000 Penalty: 3371.476074
	Iteration 2Q: 3 clusters Score -4062816 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4063288.000000 Penalty: 3371.476074
	Iteration 3Q: 3 clusters Score -4063288 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4063950.250000 Penalty: 3371.476074
	Iteration 4Q: 3 clusters Score -4063950 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4064874.750000 Penalty: 3371.476074
	Iteration 5F: 3 clusters Score -4064875 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -4066272.500000 Penalty: 3371.476074
	Iteration 6F: 3 clusters Score -4066272 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4068148.250000 Penalty: 3371.476074
	Iteration 7F: 3 clusters Score -4068148 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4070296.250000 Penalty: 3371.476074
	Iteration 8F: 3 clusters Score -4070296 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4072208.250000 Penalty: 3371.476074
	Iteration 9F: 3 clusters Score -4072208 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4073344.750000 Penalty: 3371.476074
	Iteration 10Q: 3 clusters Score -4073345 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4073885.000000 Penalty: 3371.476074
	Iteration 11Q: 3 clusters Score -4073885 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4074126.250000 Penalty: 3371.476074
	Iteration 12Q: 3 clusters Score -4074126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4074243.250000 Penalty: 3371.476074
	Iteration 13Q: 3 clusters Score -4074243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4074329.000000 Penalty: 3371.476074
	Iteration 14Q: 3 clusters Score -4074329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4074369.750000 Penalty: 3371.476074
	Iteration 15Q: 3 clusters Score -4074370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4074384.250000 Penalty: 3371.476074
	Iteration 16Q: 3 clusters Score -4074384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4074393.500000 Penalty: 3371.476074
	Iteration 17Q: 3 clusters Score -4074394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4074403.250000 Penalty: 3371.476074
	Iteration 18Q: 3 clusters Score -4074403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4074406.500000 Penalty: 3371.476074
	Iteration 19Q: 3 clusters Score -4074406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4074417.500000 Penalty: 3371.476074
	Iteration 20F: 3 clusters Score -4074418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4074418.500000 Penalty: 3371.476074
	Iteration 21Q: 3 clusters Score -4074418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4074418.500000 Penalty: 3371.476074
	Iteration 22F: 3 clusters Score -4074418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20465.736328 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20465.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20905.912109 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20905.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21081.716797 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21081.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21129.457031 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21129.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21173.099609 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21222.359375 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21222.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21247.199219 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21253.148438 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21253.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21260.398438 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21262.044922 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21262.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21264.451172 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21264.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21266.310547 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -21266.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21266.310547 Penalty: 1871.643066
	Iteration 12F: 3 clusters Score -21266.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 119 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 20 contains 110100 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 87017 members 
Entering Unmasked Estep 
Score: -61619784.000000 Penalty: 36216.003906
Splitting cluster 18 changes total score from -61621188.000000 to -61619784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (110100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Entering Unmasked Estep 
Score: -14025054.000000 Penalty: 1886.485962
	Iteration 0F: 2 clusters Score -1.402505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -13959539.000000 Penalty: 3772.971924
	Iteration 0F: 3 clusters Score -1.395954e+07 nChanged 52779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -13991015.000000 Penalty: 3772.971924
	Iteration 1F: 3 clusters Score -1.399102e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -13992309.000000 Penalty: 3772.971924
	Iteration 2Q: 3 clusters Score -1.399231e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -13994115.000000 Penalty: 3772.971924
	Iteration 3Q: 3 clusters Score -1.399412e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -13997033.000000 Penalty: 3772.971924
	Iteration 4F: 3 clusters Score -1.399703e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -14001381.000000 Penalty: 3772.971924
	Iteration 5F: 3 clusters Score -1.400138e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -14007554.000000 Penalty: 3772.971924
	Iteration 6F: 3 clusters Score -1.400755e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -14014680.000000 Penalty: 3772.971924
	Iteration 7F: 3 clusters Score -1.401468e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -14020360.000000 Penalty: 3772.971924
	Iteration 8F: 3 clusters Score -1.402036e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -14022588.000000 Penalty: 3772.971924
	Iteration 9Q: 3 clusters Score -1.402259e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -14023516.000000 Penalty: 3772.971924
	Iteration 10Q: 3 clusters Score -1.402352e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -14024160.000000 Penalty: 3772.971924
	Iteration 11Q: 3 clusters Score -1.402416e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -14024630.000000 Penalty: 3772.971924
	Iteration 12Q: 3 clusters Score -1.402463e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -14024998.000000 Penalty: 3772.971924
	Iteration 13Q: 3 clusters Score -1.4025e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -14025343.000000 Penalty: 3772.971924
	Iteration 14Q: 3 clusters Score -1.402534e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -14025535.000000 Penalty: 3772.971924
	Iteration 15Q: 3 clusters Score -1.402554e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -14025690.000000 Penalty: 3772.971924
	Iteration 16Q: 3 clusters Score -1.402569e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -14025861.000000 Penalty: 3772.971924
	Iteration 17Q: 3 clusters Score -1.402586e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -14025972.000000 Penalty: 3772.971924
	Iteration 18Q: 3 clusters Score -1.402597e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -14026042.000000 Penalty: 3772.971924
	Iteration 19Q: 3 clusters Score -1.402604e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -14026046.000000 Penalty: 3772.971924
	Iteration 20F: 3 clusters Score -1.402605e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -14026136.000000 Penalty: 3772.971924
	Iteration 21Q: 3 clusters Score -1.402614e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -14026133.000000 Penalty: 3772.971924
	Iteration 22Q: 3 clusters Score -1.402613e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -14026152.000000 Penalty: 3772.971924
	Iteration 23Q: 3 clusters Score -1.402615e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -14026173.000000 Penalty: 3772.971924
	Iteration 24Q: 3 clusters Score -1.402617e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -14026177.000000 Penalty: 3772.971924
	Iteration 25Q: 3 clusters Score -1.402618e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -14026209.000000 Penalty: 3772.971924
	Iteration 26Q: 3 clusters Score -1.402621e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -14026215.000000 Penalty: 3772.971924
	Iteration 27Q: 3 clusters Score -1.402622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -14026235.000000 Penalty: 3772.971924
	Iteration 28Q: 3 clusters Score -1.402624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -14026255.000000 Penalty: 3772.971924
	Iteration 29Q: 3 clusters Score -1.402626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -14026263.000000 Penalty: 3772.971924
	Iteration 30Q: 3 clusters Score -1.402626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -14026275.000000 Penalty: 3772.971924
	Iteration 31Q: 3 clusters Score -1.402628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -14026262.000000 Penalty: 3772.971924
	Iteration 32Q: 3 clusters Score -1.402626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -14026269.000000 Penalty: 3772.971924
	Iteration 33Q: 3 clusters Score -1.402627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -14026287.000000 Penalty: 3772.971924
	Iteration 34Q: 3 clusters Score -1.402629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -14026267.000000 Penalty: 3772.971924
	Iteration 35Q: 3 clusters Score -1.402627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -14026272.000000 Penalty: 3772.971924
	Iteration 36Q: 3 clusters Score -1.402627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -14026280.000000 Penalty: 3772.971924
	Iteration 37Q: 3 clusters Score -1.402628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -14026273.000000 Penalty: 3772.971924
	Iteration 38Q: 3 clusters Score -1.402627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -14026269.000000 Penalty: 3772.971924
	Iteration 39Q: 3 clusters Score -1.402627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -14026283.000000 Penalty: 3772.971924
	Iteration 40F: 3 clusters Score -1.402628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -14026278.000000 Penalty: 3772.971924
	Iteration 41Q: 3 clusters Score -1.402628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -14026293.000000 Penalty: 3772.971924
	Iteration 42Q: 3 clusters Score -1.402629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -14026298.000000 Penalty: 3772.971924
	Iteration 43Q: 3 clusters Score -1.40263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -14026305.000000 Penalty: 3772.971924
	Iteration 44Q: 3 clusters Score -1.40263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -14026297.000000 Penalty: 3772.971924
	Iteration 45Q: 3 clusters Score -1.40263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -14026297.000000 Penalty: 3772.971924
	Iteration 46Q: 3 clusters Score -1.40263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -14026295.000000 Penalty: 3772.971924
	Iteration 47Q: 3 clusters Score -1.40263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -14026288.000000 Penalty: 3772.971924
	Iteration 48Q: 3 clusters Score -1.402629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -14026290.000000 Penalty: 3772.971924
	Iteration 49Q: 3 clusters Score -1.402629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -14026290.000000 Penalty: 3772.971924
	Iteration 50F: 3 clusters Score -1.402629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 74748 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 35352 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 87017 members 
Entering Unmasked Estep 
Score: -61621584.000000 Penalty: 36216.003906
Splitting cluster 20 changes total score from -61621188.000000 to -61621584.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 21 (21300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Entering Unmasked Estep 
Score: -2698597.500000 Penalty: 1619.550049
	Iteration 0F: 2 clusters Score -2698598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2684055.750000 Penalty: 3239.100098
	Iteration 0F: 3 clusters Score -2684056 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2689459.250000 Penalty: 3239.100098
	Iteration 1F: 3 clusters Score -2689459 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2689811.000000 Penalty: 3239.100098
	Iteration 2Q: 3 clusters Score -2689811 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2690132.250000 Penalty: 3239.100098
	Iteration 3Q: 3 clusters Score -2690132 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2690457.500000 Penalty: 3239.100098
	Iteration 4Q: 3 clusters Score -2690458 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2690874.000000 Penalty: 3239.100098
	Iteration 5Q: 3 clusters Score -2690874 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2691440.500000 Penalty: 3239.100098
	Iteration 6Q: 3 clusters Score -2691440 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2692272.000000 Penalty: 3239.100098
	Iteration 7F: 3 clusters Score -2692272 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2693304.250000 Penalty: 3239.100098
	Iteration 8F: 3 clusters Score -2693304 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2694530.000000 Penalty: 3239.100098
	Iteration 9F: 3 clusters Score -2694530 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2695627.000000 Penalty: 3239.100098
	Iteration 10F: 3 clusters Score -2695627 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2696358.500000 Penalty: 3239.100098
	Iteration 11Q: 3 clusters Score -2696358 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2696728.500000 Penalty: 3239.100098
	Iteration 12Q: 3 clusters Score -2696728 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2696922.750000 Penalty: 3239.100098
	Iteration 13Q: 3 clusters Score -2696923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2697030.500000 Penalty: 3239.100098
	Iteration 14Q: 3 clusters Score -2697030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2697093.750000 Penalty: 3239.100098
	Iteration 15Q: 3 clusters Score -2697094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2697132.500000 Penalty: 3239.100098
	Iteration 16Q: 3 clusters Score -2697132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2697148.500000 Penalty: 3239.100098
	Iteration 17Q: 3 clusters Score -2697148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2697165.250000 Penalty: 3239.100098
	Iteration 18Q: 3 clusters Score -2697165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2697169.500000 Penalty: 3239.100098
	Iteration 19Q: 3 clusters Score -2697170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2697175.500000 Penalty: 3239.100098
	Iteration 20F: 3 clusters Score -2697176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2697180.750000 Penalty: 3239.100098
	Iteration 21Q: 3 clusters Score -2697181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2697185.500000 Penalty: 3239.100098
	Iteration 22Q: 3 clusters Score -2697186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2697191.250000 Penalty: 3239.100098
	Iteration 23Q: 3 clusters Score -2697191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2697197.750000 Penalty: 3239.100098
	Iteration 24Q: 3 clusters Score -2697198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2697199.750000 Penalty: 3239.100098
	Iteration 25Q: 3 clusters Score -2697200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2697200.250000 Penalty: 3239.100098
	Iteration 26Q: 3 clusters Score -2697200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2697202.500000 Penalty: 3239.100098
	Iteration 27Q: 3 clusters Score -2697202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2697202.500000 Penalty: 3239.100098
	Iteration 28F: 3 clusters Score -2697202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (87017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Entering Unmasked Estep 
Score: -11084163.000000 Penalty: 1848.251953
	Iteration 0F: 2 clusters Score -1.108416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -11029377.000000 Penalty: 3696.503906
	Iteration 0F: 3 clusters Score -1.102938e+07 nChanged 41464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -11053709.000000 Penalty: 3696.503906
	Iteration 1F: 3 clusters Score -1.105371e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -11054955.000000 Penalty: 3696.503906
	Iteration 2Q: 3 clusters Score -1.105496e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -11056766.000000 Penalty: 3696.503906
	Iteration 3Q: 3 clusters Score -1.105677e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -11059618.000000 Penalty: 3696.503906
	Iteration 4Q: 3 clusters Score -1.105962e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -11063464.000000 Penalty: 3696.503906
	Iteration 5F: 3 clusters Score -1.106346e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -11068011.000000 Penalty: 3696.503906
	Iteration 6F: 3 clusters Score -1.106801e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -11072164.000000 Penalty: 3696.503906
	Iteration 7F: 3 clusters Score -1.107216e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -11074940.000000 Penalty: 3696.503906
	Iteration 8F: 3 clusters Score -1.107494e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -11076196.000000 Penalty: 3696.503906
	Iteration 9Q: 3 clusters Score -1.10762e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -11076872.000000 Penalty: 3696.503906
	Iteration 10Q: 3 clusters Score -1.107687e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -11077213.000000 Penalty: 3696.503906
	Iteration 11Q: 3 clusters Score -1.107721e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -11077488.000000 Penalty: 3696.503906
	Iteration 12Q: 3 clusters Score -1.107749e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -11077682.000000 Penalty: 3696.503906
	Iteration 13Q: 3 clusters Score -1.107768e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -11077899.000000 Penalty: 3696.503906
	Iteration 14Q: 3 clusters Score -1.10779e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -11078165.000000 Penalty: 3696.503906
	Iteration 15Q: 3 clusters Score -1.107816e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -11078346.000000 Penalty: 3696.503906
	Iteration 16Q: 3 clusters Score -1.107835e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -11078559.000000 Penalty: 3696.503906
	Iteration 17Q: 3 clusters Score -1.107856e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -11078722.000000 Penalty: 3696.503906
	Iteration 18Q: 3 clusters Score -1.107872e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -11078917.000000 Penalty: 3696.503906
	Iteration 19Q: 3 clusters Score -1.107892e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -11079153.000000 Penalty: 3696.503906
	Iteration 20F: 3 clusters Score -1.107915e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -11079385.000000 Penalty: 3696.503906
	Iteration 21Q: 3 clusters Score -1.107938e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -11079652.000000 Penalty: 3696.503906
	Iteration 22Q: 3 clusters Score -1.107965e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -11079942.000000 Penalty: 3696.503906
	Iteration 23Q: 3 clusters Score -1.107994e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -11080258.000000 Penalty: 3696.503906
	Iteration 24Q: 3 clusters Score -1.108026e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -11080623.000000 Penalty: 3696.503906
	Iteration 25Q: 3 clusters Score -1.108062e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -11080773.000000 Penalty: 3696.503906
	Iteration 26Q: 3 clusters Score -1.108077e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -11080871.000000 Penalty: 3696.503906
	Iteration 27Q: 3 clusters Score -1.108087e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -11080953.000000 Penalty: 3696.503906
	Iteration 28Q: 3 clusters Score -1.108095e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -11081067.000000 Penalty: 3696.503906
	Iteration 29Q: 3 clusters Score -1.108107e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -11081139.000000 Penalty: 3696.503906
	Iteration 30Q: 3 clusters Score -1.108114e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -11081166.000000 Penalty: 3696.503906
	Iteration 31Q: 3 clusters Score -1.108117e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -11081180.000000 Penalty: 3696.503906
	Iteration 32Q: 3 clusters Score -1.108118e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -11081204.000000 Penalty: 3696.503906
	Iteration 33Q: 3 clusters Score -1.10812e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -11081212.000000 Penalty: 3696.503906
	Iteration 34Q: 3 clusters Score -1.108121e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -11081219.000000 Penalty: 3696.503906
	Iteration 35Q: 3 clusters Score -1.108122e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -11081243.000000 Penalty: 3696.503906
	Iteration 36Q: 3 clusters Score -1.108124e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -11081243.000000 Penalty: 3696.503906
	Iteration 37Q: 3 clusters Score -1.108124e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -11081275.000000 Penalty: 3696.503906
	Iteration 38Q: 3 clusters Score -1.108128e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -11081294.000000 Penalty: 3696.503906
	Iteration 39Q: 3 clusters Score -1.108129e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -11081312.000000 Penalty: 3696.503906
	Iteration 40F: 3 clusters Score -1.108131e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -11081331.000000 Penalty: 3696.503906
	Iteration 41Q: 3 clusters Score -1.108133e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -11081347.000000 Penalty: 3696.503906
	Iteration 42Q: 3 clusters Score -1.108135e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -11081359.000000 Penalty: 3696.503906
	Iteration 43Q: 3 clusters Score -1.108136e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -11081356.000000 Penalty: 3696.503906
	Iteration 44Q: 3 clusters Score -1.108136e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -11081349.000000 Penalty: 3696.503906
	Iteration 45Q: 3 clusters Score -1.108135e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -11081343.000000 Penalty: 3696.503906
	Iteration 46Q: 3 clusters Score -1.108134e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -11081367.000000 Penalty: 3696.503906
	Iteration 47Q: 3 clusters Score -1.108137e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -11081364.000000 Penalty: 3696.503906
	Iteration 48Q: 3 clusters Score -1.108136e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -11081363.000000 Penalty: 3696.503906
	Iteration 49Q: 3 clusters Score -1.108136e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -11081396.000000 Penalty: 3696.503906
	Iteration 50Q: 3 clusters Score -1.10814e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -11081412.000000 Penalty: 3696.503906
	Iteration 51Q: 3 clusters Score -1.108141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -11081431.000000 Penalty: 3696.503906
	Iteration 52Q: 3 clusters Score -1.108143e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -11081443.000000 Penalty: 3696.503906
	Iteration 53Q: 3 clusters Score -1.108144e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -11081439.000000 Penalty: 3696.503906
	Iteration 54Q: 3 clusters Score -1.108144e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -11081475.000000 Penalty: 3696.503906
	Iteration 55Q: 3 clusters Score -1.108148e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -11081487.000000 Penalty: 3696.503906
	Iteration 56Q: 3 clusters Score -1.108149e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -11081487.000000 Penalty: 3696.503906
	Iteration 57Q: 3 clusters Score -1.108149e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -11081494.000000 Penalty: 3696.503906
	Iteration 58Q: 3 clusters Score -1.108149e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -11081495.000000 Penalty: 3696.503906
	Iteration 59Q: 3 clusters Score -1.10815e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -11081471.000000 Penalty: 3696.503906
	Iteration 60F: 3 clusters Score -1.108147e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -11081496.000000 Penalty: 3696.503906
	Iteration 61Q: 3 clusters Score -1.10815e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -11081505.000000 Penalty: 3696.503906
	Iteration 62Q: 3 clusters Score -1.10815e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -11081489.000000 Penalty: 3696.503906
	Iteration 63Q: 3 clusters Score -1.108149e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -11081484.000000 Penalty: 3696.503906
	Iteration 64Q: 3 clusters Score -1.108148e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -11081491.000000 Penalty: 3696.503906
	Iteration 65Q: 3 clusters Score -1.108149e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -11081505.000000 Penalty: 3696.503906
	Iteration 66Q: 3 clusters Score -1.10815e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -11081501.000000 Penalty: 3696.503906
	Iteration 67Q: 3 clusters Score -1.10815e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -11081510.000000 Penalty: 3696.503906
	Iteration 68Q: 3 clusters Score -1.108151e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -11081527.000000 Penalty: 3696.503906
	Iteration 69Q: 3 clusters Score -1.108153e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -11081537.000000 Penalty: 3696.503906
	Iteration 70Q: 3 clusters Score -1.108154e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -11081539.000000 Penalty: 3696.503906
	Iteration 71Q: 3 clusters Score -1.108154e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -11081577.000000 Penalty: 3696.503906
	Iteration 72Q: 3 clusters Score -1.108158e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -11081583.000000 Penalty: 3696.503906
	Iteration 73Q: 3 clusters Score -1.108158e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -11081575.000000 Penalty: 3696.503906
	Iteration 74Q: 3 clusters Score -1.108158e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -11081570.000000 Penalty: 3696.503906
	Iteration 75Q: 3 clusters Score -1.108157e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -11081591.000000 Penalty: 3696.503906
	Iteration 76Q: 3 clusters Score -1.108159e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -11081598.000000 Penalty: 3696.503906
	Iteration 77Q: 3 clusters Score -1.10816e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -11081597.000000 Penalty: 3696.503906
	Iteration 78Q: 3 clusters Score -1.10816e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -11081605.000000 Penalty: 3696.503906
	Iteration 79Q: 3 clusters Score -1.10816e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -11081630.000000 Penalty: 3696.503906
	Iteration 80F: 3 clusters Score -1.108163e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -11081603.000000 Penalty: 3696.503906
	Iteration 81Q: 3 clusters Score -1.10816e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -11081628.000000 Penalty: 3696.503906
	Iteration 82Q: 3 clusters Score -1.108163e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -11081644.000000 Penalty: 3696.503906
	Iteration 83Q: 3 clusters Score -1.108164e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -11081678.000000 Penalty: 3696.503906
	Iteration 84Q: 3 clusters Score -1.108168e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -11081704.000000 Penalty: 3696.503906
	Iteration 85Q: 3 clusters Score -1.10817e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -11081731.000000 Penalty: 3696.503906
	Iteration 86Q: 3 clusters Score -1.108173e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -11081709.000000 Penalty: 3696.503906
	Iteration 87Q: 3 clusters Score -1.108171e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -11081708.000000 Penalty: 3696.503906
	Iteration 88Q: 3 clusters Score -1.108171e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -11081741.000000 Penalty: 3696.503906
	Iteration 89Q: 3 clusters Score -1.108174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -11081771.000000 Penalty: 3696.503906
	Iteration 90Q: 3 clusters Score -1.108177e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -11081770.000000 Penalty: 3696.503906
	Iteration 91Q: 3 clusters Score -1.108177e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -11081798.000000 Penalty: 3696.503906
	Iteration 92Q: 3 clusters Score -1.10818e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -11081827.000000 Penalty: 3696.503906
	Iteration 93Q: 3 clusters Score -1.108183e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -11081865.000000 Penalty: 3696.503906
	Iteration 94Q: 3 clusters Score -1.108186e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -11081880.000000 Penalty: 3696.503906
	Iteration 95Q: 3 clusters Score -1.108188e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -11081890.000000 Penalty: 3696.503906
	Iteration 96Q: 3 clusters Score -1.108189e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -11081918.000000 Penalty: 3696.503906
	Iteration 97Q: 3 clusters Score -1.108192e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -11081955.000000 Penalty: 3696.503906
	Iteration 98Q: 3 clusters Score -1.108196e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -11081972.000000 Penalty: 3696.503906
	Iteration 99Q: 3 clusters Score -1.108197e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -11082024.000000 Penalty: 3696.503906
	Iteration 100F: 3 clusters Score -1.108202e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -11082021.000000 Penalty: 3696.503906
	Iteration 101Q: 3 clusters Score -1.108202e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -11082066.000000 Penalty: 3696.503906
	Iteration 102Q: 3 clusters Score -1.108207e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -11082101.000000 Penalty: 3696.503906
	Iteration 103Q: 3 clusters Score -1.10821e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -11082135.000000 Penalty: 3696.503906
	Iteration 104Q: 3 clusters Score -1.108214e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -11082137.000000 Penalty: 3696.503906
	Iteration 105Q: 3 clusters Score -1.108214e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -11082162.000000 Penalty: 3696.503906
	Iteration 106Q: 3 clusters Score -1.108216e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -11082205.000000 Penalty: 3696.503906
	Iteration 107Q: 3 clusters Score -1.10822e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -11082232.000000 Penalty: 3696.503906
	Iteration 108Q: 3 clusters Score -1.108223e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -11082263.000000 Penalty: 3696.503906
	Iteration 109Q: 3 clusters Score -1.108226e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -11082281.000000 Penalty: 3696.503906
	Iteration 110Q: 3 clusters Score -1.108228e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -11082313.000000 Penalty: 3696.503906
	Iteration 111Q: 3 clusters Score -1.108231e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -11082362.000000 Penalty: 3696.503906
	Iteration 112Q: 3 clusters Score -1.108236e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -11082381.000000 Penalty: 3696.503906
	Iteration 113Q: 3 clusters Score -1.108238e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -11082392.000000 Penalty: 3696.503906
	Iteration 114Q: 3 clusters Score -1.108239e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -11082390.000000 Penalty: 3696.503906
	Iteration 115Q: 3 clusters Score -1.108239e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -11082479.000000 Penalty: 3696.503906
	Iteration 116Q: 3 clusters Score -1.108248e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -11082553.000000 Penalty: 3696.503906
	Iteration 117Q: 3 clusters Score -1.108255e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -11082585.000000 Penalty: 3696.503906
	Iteration 118Q: 3 clusters Score -1.108258e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -11082597.000000 Penalty: 3696.503906
	Iteration 119Q: 3 clusters Score -1.10826e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -11082561.000000 Penalty: 3696.503906
	Iteration 120F: 3 clusters Score -1.108256e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -11082557.000000 Penalty: 3696.503906
	Iteration 121Q: 3 clusters Score -1.108256e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -11082553.000000 Penalty: 3696.503906
	Iteration 122Q: 3 clusters Score -1.108255e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -11082609.000000 Penalty: 3696.503906
	Iteration 123Q: 3 clusters Score -1.108261e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -11082641.000000 Penalty: 3696.503906
	Iteration 124Q: 3 clusters Score -1.108264e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -11082654.000000 Penalty: 3696.503906
	Iteration 125Q: 3 clusters Score -1.108265e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -11082644.000000 Penalty: 3696.503906
	Iteration 126Q: 3 clusters Score -1.108264e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -11082654.000000 Penalty: 3696.503906
	Iteration 127Q: 3 clusters Score -1.108265e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -11082689.000000 Penalty: 3696.503906
	Iteration 128Q: 3 clusters Score -1.108269e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -11082698.000000 Penalty: 3696.503906
	Iteration 129Q: 3 clusters Score -1.10827e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -11082754.000000 Penalty: 3696.503906
	Iteration 130Q: 3 clusters Score -1.108275e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -11082736.000000 Penalty: 3696.503906
	Iteration 131Q: 3 clusters Score -1.108274e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -11082798.000000 Penalty: 3696.503906
	Iteration 132Q: 3 clusters Score -1.10828e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -11082824.000000 Penalty: 3696.503906
	Iteration 133Q: 3 clusters Score -1.108282e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -11082831.000000 Penalty: 3696.503906
	Iteration 134Q: 3 clusters Score -1.108283e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -11082860.000000 Penalty: 3696.503906
	Iteration 135Q: 3 clusters Score -1.108286e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -11082922.000000 Penalty: 3696.503906
	Iteration 136Q: 3 clusters Score -1.108292e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -11082991.000000 Penalty: 3696.503906
	Iteration 137Q: 3 clusters Score -1.108299e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -11083005.000000 Penalty: 3696.503906
	Iteration 138Q: 3 clusters Score -1.1083e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -11083056.000000 Penalty: 3696.503906
	Iteration 139Q: 3 clusters Score -1.108306e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -11083084.000000 Penalty: 3696.503906
	Iteration 140F: 3 clusters Score -1.108308e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -11083078.000000 Penalty: 3696.503906
	Iteration 141Q: 3 clusters Score -1.108308e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -11083094.000000 Penalty: 3696.503906
	Iteration 142Q: 3 clusters Score -1.108309e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -11083136.000000 Penalty: 3696.503906
	Iteration 143Q: 3 clusters Score -1.108314e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -11083190.000000 Penalty: 3696.503906
	Iteration 144Q: 3 clusters Score -1.108319e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -11083188.000000 Penalty: 3696.503906
	Iteration 145Q: 3 clusters Score -1.108319e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -11083232.000000 Penalty: 3696.503906
	Iteration 146Q: 3 clusters Score -1.108323e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -11083209.000000 Penalty: 3696.503906
	Iteration 147Q: 3 clusters Score -1.108321e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -11083196.000000 Penalty: 3696.503906
	Iteration 148Q: 3 clusters Score -1.10832e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -11083200.000000 Penalty: 3696.503906
	Iteration 149Q: 3 clusters Score -1.10832e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -11083234.000000 Penalty: 3696.503906
	Iteration 150Q: 3 clusters Score -1.108323e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -11083193.000000 Penalty: 3696.503906
	Iteration 151Q: 3 clusters Score -1.108319e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -11083209.000000 Penalty: 3696.503906
	Iteration 152Q: 3 clusters Score -1.108321e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -11083272.000000 Penalty: 3696.503906
	Iteration 153Q: 3 clusters Score -1.108327e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -11083264.000000 Penalty: 3696.503906
	Iteration 154Q: 3 clusters Score -1.108326e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -11083276.000000 Penalty: 3696.503906
	Iteration 155Q: 3 clusters Score -1.108328e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -11083297.000000 Penalty: 3696.503906
	Iteration 156Q: 3 clusters Score -1.10833e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -11083319.000000 Penalty: 3696.503906
	Iteration 157Q: 3 clusters Score -1.108332e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -11083327.000000 Penalty: 3696.503906
	Iteration 158Q: 3 clusters Score -1.108333e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -11083334.000000 Penalty: 3696.503906
	Iteration 159Q: 3 clusters Score -1.108333e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -11083334.000000 Penalty: 3696.503906
	Iteration 160F: 3 clusters Score -1.108333e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -11083312.000000 Penalty: 3696.503906
	Iteration 161Q: 3 clusters Score -1.108331e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -11083382.000000 Penalty: 3696.503906
	Iteration 162Q: 3 clusters Score -1.108338e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -11083428.000000 Penalty: 3696.503906
	Iteration 163Q: 3 clusters Score -1.108343e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -11083486.000000 Penalty: 3696.503906
	Iteration 164Q: 3 clusters Score -1.108349e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -11083490.000000 Penalty: 3696.503906
	Iteration 165Q: 3 clusters Score -1.108349e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -11083489.000000 Penalty: 3696.503906
	Iteration 166Q: 3 clusters Score -1.108349e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -11083496.000000 Penalty: 3696.503906
	Iteration 167Q: 3 clusters Score -1.10835e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -11083461.000000 Penalty: 3696.503906
	Iteration 168Q: 3 clusters Score -1.108346e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -11083493.000000 Penalty: 3696.503906
	Iteration 169Q: 3 clusters Score -1.108349e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -11083507.000000 Penalty: 3696.503906
	Iteration 170Q: 3 clusters Score -1.108351e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -11083495.000000 Penalty: 3696.503906
	Iteration 171Q: 3 clusters Score -1.10835e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -11083528.000000 Penalty: 3696.503906
	Iteration 172Q: 3 clusters Score -1.108353e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -11083558.000000 Penalty: 3696.503906
	Iteration 173Q: 3 clusters Score -1.108356e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -11083543.000000 Penalty: 3696.503906
	Iteration 174Q: 3 clusters Score -1.108354e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -11083559.000000 Penalty: 3696.503906
	Iteration 175Q: 3 clusters Score -1.108356e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -11083577.000000 Penalty: 3696.503906
	Iteration 176Q: 3 clusters Score -1.108358e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -11083590.000000 Penalty: 3696.503906
	Iteration 177Q: 3 clusters Score -1.108359e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -11083606.000000 Penalty: 3696.503906
	Iteration 178Q: 3 clusters Score -1.108361e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.108358e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -11083583.000000 Penalty: 3696.503906
	Iteration 180F: 3 clusters Score -1.108358e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -11083608.000000 Penalty: 3696.503906
	Iteration 181Q: 3 clusters Score -1.108361e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.10836e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -11083604.000000 Penalty: 3696.503906
	Iteration 183Q: 3 clusters Score -1.10836e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -11083592.000000 Penalty: 3696.503906
	Iteration 184Q: 3 clusters Score -1.108359e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -11083615.000000 Penalty: 3696.503906
	Iteration 185Q: 3 clusters Score -1.108362e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -11083596.000000 Penalty: 3696.503906
	Iteration 186Q: 3 clusters Score -1.10836e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -11083591.000000 Penalty: 3696.503906
	Iteration 187Q: 3 clusters Score -1.108359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -11083591.000000 Penalty: 3696.503906
	Iteration 188Q: 3 clusters Score -1.108359e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -11083578.000000 Penalty: 3696.503906
	Iteration 189Q: 3 clusters Score -1.108358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -11083582.000000 Penalty: 3696.503906
	Iteration 190Q: 3 clusters Score -1.108358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -11083601.000000 Penalty: 3696.503906
	Iteration 191Q: 3 clusters Score -1.10836e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -11083606.000000 Penalty: 3696.503906
	Iteration 192Q: 3 clusters Score -1.108361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.10836e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -11083634.000000 Penalty: 3696.503906
	Iteration 194Q: 3 clusters Score -1.108363e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -11083654.000000 Penalty: 3696.503906
	Iteration 195Q: 3 clusters Score -1.108365e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -11083669.000000 Penalty: 3696.503906
	Iteration 196Q: 3 clusters Score -1.108367e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -11083668.000000 Penalty: 3696.503906
	Iteration 197Q: 3 clusters Score -1.108367e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3696.503906
	Iteration 198Q: 3 clusters Score -1.108368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -11083660.000000 Penalty: 3696.503906
	Iteration 199Q: 3 clusters Score -1.108366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -11083657.000000 Penalty: 3696.503906
	Iteration 200F: 3 clusters Score -1.108366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -11083642.000000 Penalty: 3696.503906
	Iteration 201Q: 3 clusters Score -1.108364e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -11083654.000000 Penalty: 3696.503906
	Iteration 202Q: 3 clusters Score -1.108365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -11083673.000000 Penalty: 3696.503906
	Iteration 203Q: 3 clusters Score -1.108367e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3696.503906
	Iteration 204Q: 3 clusters Score -1.108368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -11083685.000000 Penalty: 3696.503906
	Iteration 205Q: 3 clusters Score -1.108368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -11083698.000000 Penalty: 3696.503906
	Iteration 206Q: 3 clusters Score -1.10837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -11083680.000000 Penalty: 3696.503906
	Iteration 207Q: 3 clusters Score -1.108368e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -11083684.000000 Penalty: 3696.503906
	Iteration 208Q: 3 clusters Score -1.108368e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -11083681.000000 Penalty: 3696.503906
	Iteration 209Q: 3 clusters Score -1.108368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -11083693.000000 Penalty: 3696.503906
	Iteration 210Q: 3 clusters Score -1.108369e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -11083688.000000 Penalty: 3696.503906
	Iteration 211Q: 3 clusters Score -1.108369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -11083682.000000 Penalty: 3696.503906
	Iteration 212Q: 3 clusters Score -1.108368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -11083681.000000 Penalty: 3696.503906
	Iteration 213Q: 3 clusters Score -1.108368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -11083689.000000 Penalty: 3696.503906
	Iteration 214Q: 3 clusters Score -1.108369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -11083683.000000 Penalty: 3696.503906
	Iteration 215Q: 3 clusters Score -1.108368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -11083670.000000 Penalty: 3696.503906
	Iteration 216Q: 3 clusters Score -1.108367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -11083674.000000 Penalty: 3696.503906
	Iteration 217Q: 3 clusters Score -1.108367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3696.503906
	Iteration 218Q: 3 clusters Score -1.108368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -11083669.000000 Penalty: 3696.503906
	Iteration 219Q: 3 clusters Score -1.108367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -11083673.000000 Penalty: 3696.503906
	Iteration 220F: 3 clusters Score -1.108367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -11083675.000000 Penalty: 3696.503906
	Iteration 221Q: 3 clusters Score -1.108368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -11083680.000000 Penalty: 3696.503906
	Iteration 222Q: 3 clusters Score -1.108368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -11083681.000000 Penalty: 3696.503906
	Iteration 223Q: 3 clusters Score -1.108368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -11083684.000000 Penalty: 3696.503906
	Iteration 224Q: 3 clusters Score -1.108368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -11083686.000000 Penalty: 3696.503906
	Iteration 225Q: 3 clusters Score -1.108369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -11083680.000000 Penalty: 3696.503906
	Iteration 226Q: 3 clusters Score -1.108368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -11083686.000000 Penalty: 3696.503906
	Iteration 227Q: 3 clusters Score -1.108369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -11083688.000000 Penalty: 3696.503906
	Iteration 228Q: 3 clusters Score -1.108369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -11083685.000000 Penalty: 3696.503906
	Iteration 229Q: 3 clusters Score -1.108368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -11083680.000000 Penalty: 3696.503906
	Iteration 230Q: 3 clusters Score -1.108368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -11083683.000000 Penalty: 3696.503906
	Iteration 231Q: 3 clusters Score -1.108368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -11083682.000000 Penalty: 3696.503906
	Iteration 232Q: 3 clusters Score -1.108368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3696.503906
	Iteration 233Q: 3 clusters Score -1.108368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -11083679.000000 Penalty: 3696.503906
	Iteration 234Q: 3 clusters Score -1.108368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -11083675.000000 Penalty: 3696.503906
	Iteration 235Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -11083675.000000 Penalty: 3696.503906
	Iteration 236Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -11083670.000000 Penalty: 3696.503906
	Iteration 237Q: 3 clusters Score -1.108367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -11083682.000000 Penalty: 3696.503906
	Iteration 238Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -11083678.000000 Penalty: 3696.503906
	Iteration 239Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -11083673.000000 Penalty: 3696.503906
	Iteration 240F: 3 clusters Score -1.108367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3696.503906
	Iteration 241Q: 3 clusters Score -1.108368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3696.503906
	Iteration 242Q: 3 clusters Score -1.108368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -11083686.000000 Penalty: 3696.503906
	Iteration 243Q: 3 clusters Score -1.108369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3696.503906
	Iteration 244Q: 3 clusters Score -1.108368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -11083670.000000 Penalty: 3696.503906
	Iteration 245Q: 3 clusters Score -1.108367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -11083671.000000 Penalty: 3696.503906
	Iteration 246Q: 3 clusters Score -1.108367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -11083671.000000 Penalty: 3696.503906
	Iteration 247Q: 3 clusters Score -1.108367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -11083672.000000 Penalty: 3696.503906
	Iteration 248Q: 3 clusters Score -1.108367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -11083663.000000 Penalty: 3696.503906
	Iteration 249Q: 3 clusters Score -1.108366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -11083667.000000 Penalty: 3696.503906
	Iteration 250Q: 3 clusters Score -1.108367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -11083666.000000 Penalty: 3696.503906
	Iteration 251Q: 3 clusters Score -1.108367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -11083666.000000 Penalty: 3696.503906
	Iteration 252F: 3 clusters Score -1.108367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 5 contains 36878 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 35352 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 22 contains 87017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61622884.000000 Penalty: 36216.003906
Iteration 199Q: 18 clusters Score -6.162288e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 62867 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 73412 members 
Mstep: Class 5 contains 37316 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 14 contains 48452 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 17 contains 32070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 34818 members 
Mstep: Class 21 contains 21502 members 
Mstep: Class 22 contains 86665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624304.000000 Penalty: 36216.003906
Iteration 200F: 18 clusters Score -6.16243e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 62433 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 75990 members 
Mstep: Class 5 contains 37113 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 14 contains 48231 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 17 contains 31569 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 34582 members 
Mstep: Class 21 contains 21384 members 
Mstep: Class 22 contains 86382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624496.000000 Penalty: 36216.003906
Iteration 201Q: 18 clusters Score -6.16245e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 62100 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77615 members 
Mstep: Class 5 contains 37015 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 14 contains 47992 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 17 contains 31203 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 34822 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 86083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61624716.000000 Penalty: 36216.003906
Iteration 202Q: 18 clusters Score -6.162472e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 61806 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79095 members 
Mstep: Class 5 contains 36949 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 30887 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 35207 members 
Mstep: Class 21 contains 21205 members 
Mstep: Class 22 contains 85749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 18 clusters Score -6.16247e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 61590 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80381 members 
Mstep: Class 5 contains 36877 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 14 contains 47598 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 30616 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 35710 members 
Mstep: Class 21 contains 21141 members 
Mstep: Class 22 contains 85343 members 
Entering Unmasked Estep 
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Iteration 204Q: 18 clusters Score -6.162492e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 61426 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 81642 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 5012 members 
Mstep: Class 14 contains 47431 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 30373 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 36263 members 
Mstep: Class 21 contains 21081 members 
Mstep: Class 22 contains 84935 members 
Entering Unmasked Estep 
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Iteration 205Q: 18 clusters Score -6.162505e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 61284 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 82782 members 
Mstep: Class 5 contains 36786 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 14 contains 47259 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 30167 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 36869 members 
Mstep: Class 21 contains 21038 members 
Mstep: Class 22 contains 84514 members 
Entering Unmasked Estep 
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Iteration 206Q: 18 clusters Score -6.162507e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 61141 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 83814 members 
Mstep: Class 5 contains 36738 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 14 contains 47085 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 37522 members 
Mstep: Class 21 contains 21006 members 
Mstep: Class 22 contains 84086 members 
Entering Unmasked Estep 
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Iteration 207Q: 18 clusters Score -6.162509e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 60996 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 84815 members 
Mstep: Class 5 contains 36676 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 14 contains 46927 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 29785 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 38188 members 
Mstep: Class 21 contains 20991 members 
Mstep: Class 22 contains 83647 members 
Entering Unmasked Estep 
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Iteration 208Q: 18 clusters Score -6.162512e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 60873 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 85836 members 
Mstep: Class 5 contains 36634 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 5021 members 
Mstep: Class 14 contains 46769 members 
Mstep: Class 16 contains 4529 members 
Mstep: Class 17 contains 29603 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 38869 members 
Mstep: Class 21 contains 20970 members 
Mstep: Class 22 contains 83171 members 
Entering Unmasked Estep 
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Iteration 209Q: 18 clusters Score -6.162515e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 60765 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 86823 members 
Mstep: Class 5 contains 36598 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 14 contains 46578 members 
Mstep: Class 16 contains 4524 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 39570 members 
Mstep: Class 21 contains 20970 members 
Mstep: Class 22 contains 82689 members 
Entering Unmasked Estep 
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Iteration 210Q: 18 clusters Score -6.162505e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 60661 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 87834 members 
Mstep: Class 5 contains 36544 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 14 contains 46418 members 
Mstep: Class 16 contains 4521 members 
Mstep: Class 17 contains 29302 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 40228 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 82190 members 
Entering Unmasked Estep 
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Iteration 211Q: 18 clusters Score -6.16253e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 60598 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 88680 members 
Mstep: Class 5 contains 36509 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 14 contains 46270 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 29163 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 40865 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 81721 members 
Entering Unmasked Estep 
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Iteration 212Q: 18 clusters Score -6.162531e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 60535 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 89462 members 
Mstep: Class 5 contains 36477 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 14 contains 46100 members 
Mstep: Class 16 contains 4514 members 
Mstep: Class 17 contains 29030 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 41525 members 
Mstep: Class 21 contains 20940 members 
Mstep: Class 22 contains 81245 members 
Entering Unmasked Estep 
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Iteration 213Q: 18 clusters Score -6.162524e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 60473 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 90131 members 
Mstep: Class 5 contains 36461 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 14 contains 45961 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 28906 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 42228 members 
Mstep: Class 21 contains 20926 members 
Mstep: Class 22 contains 80801 members 
Entering Unmasked Estep 
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Iteration 214Q: 18 clusters Score -6.162537e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 60445 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 90727 members 
Mstep: Class 5 contains 36478 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 14 contains 45821 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 42936 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 80346 members 
Entering Unmasked Estep 
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Iteration 215Q: 18 clusters Score -6.162561e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 60401 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 91310 members 
Mstep: Class 5 contains 36493 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 14 contains 45666 members 
Mstep: Class 16 contains 4512 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 43597 members 
Mstep: Class 21 contains 20894 members 
Mstep: Class 22 contains 79903 members 
Entering Unmasked Estep 
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Iteration 216Q: 18 clusters Score -6.162544e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 60348 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 91881 members 
Mstep: Class 5 contains 36491 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 28633 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 44244 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 79500 members 
Entering Unmasked Estep 
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Iteration 217Q: 18 clusters Score -6.162549e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 60312 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92304 members 
Mstep: Class 5 contains 36511 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 14 contains 45404 members 
Mstep: Class 16 contains 4510 members 
Mstep: Class 17 contains 28518 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 44945 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 79143 members 
Entering Unmasked Estep 
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Iteration 218Q: 18 clusters Score -6.162556e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 60304 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92678 members 
Mstep: Class 5 contains 36492 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 14 contains 45252 members 
Mstep: Class 16 contains 4506 members 
Mstep: Class 17 contains 28430 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 45663 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 78792 members 
Entering Unmasked Estep 
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Iteration 219Q: 18 clusters Score -6.162551e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 60298 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92975 members 
Mstep: Class 5 contains 36479 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 16 contains 4506 members 
Mstep: Class 17 contains 28350 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 46467 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 78453 members 
Entering Unmasked Estep 
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Iteration 220F: 18 clusters Score -6.162561e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 60299 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 93129 members 
Mstep: Class 5 contains 36480 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 14 contains 44925 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 28287 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 47334 members 
Mstep: Class 21 contains 20907 members 
Mstep: Class 22 contains 78121 members 
Entering Unmasked Estep 
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Iteration 221Q: 18 clusters Score -6.162534e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 60317 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 93191 members 
Mstep: Class 5 contains 36498 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 14 contains 44763 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 28228 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 48203 members 
Mstep: Class 21 contains 20928 members 
Mstep: Class 22 contains 77826 members 
Entering Unmasked Estep 
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Iteration 222Q: 18 clusters Score -6.162556e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 60338 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 93230 members 
Mstep: Class 5 contains 36511 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 14 contains 44603 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 28175 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 49132 members 
Mstep: Class 21 contains 20924 members 
Mstep: Class 22 contains 77568 members 
Entering Unmasked Estep 
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Iteration 223Q: 18 clusters Score -6.162548e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 60361 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 93164 members 
Mstep: Class 5 contains 36510 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 14 contains 44481 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 28120 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 50092 members 
Mstep: Class 21 contains 20933 members 
Mstep: Class 22 contains 77298 members 
Entering Unmasked Estep 
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Iteration 224Q: 18 clusters Score -6.162544e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 60351 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 93048 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 28104 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 51072 members 
Mstep: Class 21 contains 20939 members 
Mstep: Class 22 contains 77043 members 
Entering Unmasked Estep 
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Iteration 225Q: 18 clusters Score -6.162551e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 60348 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92829 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 14 contains 44240 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 28087 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 52067 members 
Mstep: Class 21 contains 20946 members 
Mstep: Class 22 contains 76766 members 
Entering Unmasked Estep 
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Iteration 226Q: 18 clusters Score -6.16255e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 60353 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92561 members 
Mstep: Class 5 contains 36529 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 14 contains 44138 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 28040 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 53120 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 76491 members 
Entering Unmasked Estep 
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Iteration 227Q: 18 clusters Score -6.162564e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 60340 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92289 members 
Mstep: Class 5 contains 36549 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 14 contains 44076 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 27998 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 54176 members 
Mstep: Class 21 contains 20990 members 
Mstep: Class 22 contains 76159 members 
Entering Unmasked Estep 
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Iteration 228Q: 18 clusters Score -6.16256e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 60354 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 92049 members 
Mstep: Class 5 contains 36569 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 14 contains 44018 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 27967 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 55235 members 
Mstep: Class 21 contains 20983 members 
Mstep: Class 22 contains 75854 members 
Entering Unmasked Estep 
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Iteration 229Q: 18 clusters Score -6.162607e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 60349 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 91761 members 
Mstep: Class 5 contains 36554 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 14 contains 43978 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 27914 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 56329 members 
Mstep: Class 21 contains 20964 members 
Mstep: Class 22 contains 75589 members 
Entering Unmasked Estep 
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Iteration 230Q: 18 clusters Score -6.162618e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 60339 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 91405 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 5039 members 
Mstep: Class 14 contains 43954 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 27861 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 57488 members 
Mstep: Class 21 contains 20941 members 
Mstep: Class 22 contains 75327 members 
Entering Unmasked Estep 
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Iteration 231Q: 18 clusters Score -6.162642e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 60303 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 91066 members 
Mstep: Class 5 contains 36466 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 14 contains 43901 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 58676 members 
Mstep: Class 21 contains 20908 members 
Mstep: Class 22 contains 75102 members 
Entering Unmasked Estep 
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Iteration 232Q: 18 clusters Score -6.162679e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 60253 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 90696 members 
Mstep: Class 5 contains 36439 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 14 contains 43867 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 27742 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 59887 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 74876 members 
Entering Unmasked Estep 
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Iteration 233Q: 18 clusters Score -6.162708e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 60202 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 90195 members 
Mstep: Class 5 contains 36428 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 14 contains 43833 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 27696 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 61182 members 
Mstep: Class 21 contains 20880 members 
Mstep: Class 22 contains 74657 members 
Entering Unmasked Estep 
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Iteration 234Q: 18 clusters Score -6.16271e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 60140 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 89669 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 14 contains 43784 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 27628 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 62534 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 74448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627324.000000 Penalty: 36216.003906
Iteration 235Q: 18 clusters Score -6.162732e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 60074 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 89084 members 
Mstep: Class 5 contains 36359 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 43717 members 
Mstep: Class 16 contains 4493 members 
Mstep: Class 17 contains 27540 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 63955 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 74257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627472.000000 Penalty: 36216.003906
Iteration 236Q: 18 clusters Score -6.162747e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 60009 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 88556 members 
Mstep: Class 5 contains 36321 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 43666 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 27445 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 65342 members 
Mstep: Class 21 contains 20818 members 
Mstep: Class 22 contains 74076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627532.000000 Penalty: 36216.003906
Iteration 237Q: 18 clusters Score -6.162753e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 59937 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 87972 members 
Mstep: Class 5 contains 36288 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 14 contains 43625 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 27333 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 66797 members 
Mstep: Class 21 contains 20775 members 
Mstep: Class 22 contains 73880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627764.000000 Penalty: 36216.003906
Iteration 238Q: 18 clusters Score -6.162776e+07 nChanged 3311
Entering ConstructFrom: 
Score: -61627764.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (63232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Entering Unmasked Estep 
Score: -8124307.500000 Penalty: 1796.366943
	Iteration 0F: 2 clusters Score -8124308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -8082499.000000 Penalty: 3592.733887
	Iteration 0F: 3 clusters Score -8082499 nChanged 29875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8099605.000000 Penalty: 3592.733887
	Iteration 1F: 3 clusters Score -8099605 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -8100083.500000 Penalty: 3592.733887
	Iteration 2Q: 3 clusters Score -8100084 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -8100753.500000 Penalty: 3592.733887
	Iteration 3Q: 3 clusters Score -8100754 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -8101816.000000 Penalty: 3592.733887
	Iteration 4Q: 3 clusters Score -8101816 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8103798.000000 Penalty: 3592.733887
	Iteration 5F: 3 clusters Score -8103798 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -8107141.500000 Penalty: 3592.733887
	Iteration 6F: 3 clusters Score -8107142 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -8112407.000000 Penalty: 3592.733887
	Iteration 7F: 3 clusters Score -8112407 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -8117853.500000 Penalty: 3592.733887
	Iteration 8F: 3 clusters Score -8117854 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -8121103.500000 Penalty: 3592.733887
	Iteration 9F: 3 clusters Score -8121104 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8122205.500000 Penalty: 3592.733887
	Iteration 10Q: 3 clusters Score -8122206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -8122519.500000 Penalty: 3592.733887
	Iteration 11Q: 3 clusters Score -8122520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -8122618.500000 Penalty: 3592.733887
	Iteration 12Q: 3 clusters Score -8122618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -8122646.000000 Penalty: 3592.733887
	Iteration 13Q: 3 clusters Score -8122646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -8122663.500000 Penalty: 3592.733887
	Iteration 14Q: 3 clusters Score -8122664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -8122679.500000 Penalty: 3592.733887
	Iteration 15Q: 3 clusters Score -8122680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -8122690.000000 Penalty: 3592.733887
	Iteration 16Q: 3 clusters Score -8122690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -8122697.500000 Penalty: 3592.733887
	Iteration 17Q: 3 clusters Score -8122698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -8122701.500000 Penalty: 3592.733887
	Iteration 18Q: 3 clusters Score -8122702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8122703.000000 Penalty: 3592.733887
	Iteration 19Q: 3 clusters Score -8122703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8122703.000000 Penalty: 3592.733887
	Iteration 20F: 3 clusters Score -8122703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Entering Unmasked Estep 
Score: -7625517.500000 Penalty: 1787.469727
	Iteration 0F: 2 clusters Score -7625518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7585615.500000 Penalty: 3574.939453
	Iteration 0F: 3 clusters Score -7585616 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -7601516.500000 Penalty: 3574.939453
	Iteration 1F: 3 clusters Score -7601516 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7601916.000000 Penalty: 3574.939453
	Iteration 2Q: 3 clusters Score -7601916 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -7602367.000000 Penalty: 3574.939453
	Iteration 3Q: 3 clusters Score -7602367 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -7603189.000000 Penalty: 3574.939453
	Iteration 4Q: 3 clusters Score -7603189 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7604853.000000 Penalty: 3574.939453
	Iteration 5F: 3 clusters Score -7604853 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -7607894.000000 Penalty: 3574.939453
	Iteration 6F: 3 clusters Score -7607894 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -7612959.000000 Penalty: 3574.939453
	Iteration 7F: 3 clusters Score -7612959 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7618590.500000 Penalty: 3574.939453
	Iteration 8F: 3 clusters Score -7618590 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7622156.000000 Penalty: 3574.939453
	Iteration 9F: 3 clusters Score -7622156 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7623418.000000 Penalty: 3574.939453
	Iteration 10Q: 3 clusters Score -7623418 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7623756.500000 Penalty: 3574.939453
	Iteration 11Q: 3 clusters Score -7623756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7623874.500000 Penalty: 3574.939453
	Iteration 12Q: 3 clusters Score -7623874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7623909.500000 Penalty: 3574.939453
	Iteration 13Q: 3 clusters Score -7623910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7623930.500000 Penalty: 3574.939453
	Iteration 14Q: 3 clusters Score -7623930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7623944.500000 Penalty: 3574.939453
	Iteration 15Q: 3 clusters Score -7623944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7623966.000000 Penalty: 3574.939453
	Iteration 16Q: 3 clusters Score -7623966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7623983.000000 Penalty: 3574.939453
	Iteration 17Q: 3 clusters Score -7623983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7623990.500000 Penalty: 3574.939453
	Iteration 18Q: 3 clusters Score -7623990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7623996.000000 Penalty: 3574.939453
	Iteration 19Q: 3 clusters Score -7623996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7623996.000000 Penalty: 3574.939453
	Iteration 20F: 3 clusters Score -7623996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32091.839844 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -32091.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32668.021484 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32668.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32812.285156 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32812.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32876.597656 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32923.347656 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32923.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32978.988281 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32978.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33023.429688 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -33023.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33060.992188 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -33060.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33099.597656 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -33099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33130.031250 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33130.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33141.730469 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33141.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33141.730469 Penalty: 1892.489868
	Iteration 11F: 3 clusters Score -33141.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 59863 members 
Mstep: Class 3 contains 156 members 
Mstep: Class 4 contains 87396 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 43584 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 27227 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 68240 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 73699 members 
Entering Unmasked Estep 
Score: -61626688.000000 Penalty: 38346.355469
Splitting cluster 3 changes total score from -61627764.000000 to -61626688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (87396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Entering Unmasked Estep 
Score: -11206062.000000 Penalty: 1848.958252
	Iteration 0F: 2 clusters Score -1.120606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -11151190.000000 Penalty: 3697.916504
	Iteration 0F: 3 clusters Score -1.115119e+07 nChanged 41562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -11174673.000000 Penalty: 3697.916504
	Iteration 1F: 3 clusters Score -1.117467e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -11175431.000000 Penalty: 3697.916504
	Iteration 2Q: 3 clusters Score -1.117543e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -11176237.000000 Penalty: 3697.916504
	Iteration 3Q: 3 clusters Score -1.117624e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -11177699.000000 Penalty: 3697.916504
	Iteration 4Q: 3 clusters Score -1.11777e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -11180183.000000 Penalty: 3697.916504
	Iteration 5F: 3 clusters Score -1.118018e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -11184432.000000 Penalty: 3697.916504
	Iteration 6F: 3 clusters Score -1.118443e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -11190183.000000 Penalty: 3697.916504
	Iteration 7F: 3 clusters Score -1.119018e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -11196110.000000 Penalty: 3697.916504
	Iteration 8F: 3 clusters Score -1.119611e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -11200203.000000 Penalty: 3697.916504
	Iteration 9F: 3 clusters Score -1.12002e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11202695.000000 Penalty: 3697.916504
	Iteration 10Q: 3 clusters Score -1.12027e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11203748.000000 Penalty: 3697.916504
	Iteration 11Q: 3 clusters Score -1.120375e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11204145.000000 Penalty: 3697.916504
	Iteration 12Q: 3 clusters Score -1.120414e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11204291.000000 Penalty: 3697.916504
	Iteration 13Q: 3 clusters Score -1.120429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11204358.000000 Penalty: 3697.916504
	Iteration 14Q: 3 clusters Score -1.120436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11204394.000000 Penalty: 3697.916504
	Iteration 15Q: 3 clusters Score -1.120439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11204416.000000 Penalty: 3697.916504
	Iteration 16Q: 3 clusters Score -1.120442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11204451.000000 Penalty: 3697.916504
	Iteration 17Q: 3 clusters Score -1.120445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11204457.000000 Penalty: 3697.916504
	Iteration 18Q: 3 clusters Score -1.120446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11204467.000000 Penalty: 3697.916504
	Iteration 19Q: 3 clusters Score -1.120447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87181 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11204461.000000 Penalty: 3697.916504
	Iteration 20F: 3 clusters Score -1.120446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11204473.000000 Penalty: 3697.916504
	Iteration 21Q: 3 clusters Score -1.120447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11204478.000000 Penalty: 3697.916504
	Iteration 22Q: 3 clusters Score -1.120448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11204473.000000 Penalty: 3697.916504
	Iteration 23Q: 3 clusters Score -1.120447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11204473.000000 Penalty: 3697.916504
	Iteration 24F: 3 clusters Score -1.120447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Entering Unmasked Estep 
Score: -4426485.500000 Penalty: 1705.893921
	Iteration 0F: 2 clusters Score -4426486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4402189.000000 Penalty: 3411.787842
	Iteration 0F: 3 clusters Score -4402189 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4411466.500000 Penalty: 3411.787842
	Iteration 1F: 3 clusters Score -4411466 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4412051.500000 Penalty: 3411.787842
	Iteration 2Q: 3 clusters Score -4412052 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4412800.000000 Penalty: 3411.787842
	Iteration 3Q: 3 clusters Score -4412800 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4413745.000000 Penalty: 3411.787842
	Iteration 4F: 3 clusters Score -4413745 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4414990.000000 Penalty: 3411.787842
	Iteration 5F: 3 clusters Score -4414990 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -4416679.500000 Penalty: 3411.787842
	Iteration 6F: 3 clusters Score -4416680 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4418679.500000 Penalty: 3411.787842
	Iteration 7F: 3 clusters Score -4418680 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4420649.500000 Penalty: 3411.787842
	Iteration 8F: 3 clusters Score -4420650 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4422269.000000 Penalty: 3411.787842
	Iteration 9F: 3 clusters Score -4422269 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4423483.500000 Penalty: 3411.787842
	Iteration 10Q: 3 clusters Score -4423484 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4424231.500000 Penalty: 3411.787842
	Iteration 11Q: 3 clusters Score -4424232 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4424624.000000 Penalty: 3411.787842
	Iteration 12Q: 3 clusters Score -4424624 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4424801.000000 Penalty: 3411.787842
	Iteration 13Q: 3 clusters Score -4424801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4424868.500000 Penalty: 3411.787842
	Iteration 14Q: 3 clusters Score -4424868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4424914.000000 Penalty: 3411.787842
	Iteration 15Q: 3 clusters Score -4424914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4424943.000000 Penalty: 3411.787842
	Iteration 16Q: 3 clusters Score -4424943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4424975.000000 Penalty: 3411.787842
	Iteration 17Q: 3 clusters Score -4424975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4425001.500000 Penalty: 3411.787842
	Iteration 18Q: 3 clusters Score -4425002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4425022.000000 Penalty: 3411.787842
	Iteration 19Q: 3 clusters Score -4425022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4425035.500000 Penalty: 3411.787842
	Iteration 20F: 3 clusters Score -4425036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4425040.000000 Penalty: 3411.787842
	Iteration 21Q: 3 clusters Score -4425040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4425050.000000 Penalty: 3411.787842
	Iteration 22Q: 3 clusters Score -4425050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4425061.000000 Penalty: 3411.787842
	Iteration 23Q: 3 clusters Score -4425061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4425067.000000 Penalty: 3411.787842
	Iteration 24Q: 3 clusters Score -4425067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4425070.000000 Penalty: 3411.787842
	Iteration 25Q: 3 clusters Score -4425070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4425071.000000 Penalty: 3411.787842
	Iteration 26Q: 3 clusters Score -4425071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4425074.500000 Penalty: 3411.787842
	Iteration 27Q: 3 clusters Score -4425074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4425074.000000 Penalty: 3411.787842
	Iteration 28Q: 3 clusters Score -4425074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4425074.000000 Penalty: 3411.787842
	Iteration 29Q: 3 clusters Score -4425074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4425074.000000 Penalty: 3411.787842
	Iteration 30F: 3 clusters Score -4425074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -81181.773438 Penalty: 1072.699951
	Iteration 0F: 2 clusters Score -81181.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79972.289062 Penalty: 2145.399902
	Iteration 0F: 3 clusters Score -79972.29 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80238.507812 Penalty: 2145.399902
	Iteration 1F: 3 clusters Score -80238.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80340.210938 Penalty: 2145.399902
	Iteration 2F: 3 clusters Score -80340.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80414.890625 Penalty: 2145.399902
	Iteration 3F: 3 clusters Score -80414.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80479.796875 Penalty: 2145.399902
	Iteration 4Q: 3 clusters Score -80479.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80556.234375 Penalty: 2145.399902
	Iteration 5Q: 3 clusters Score -80556.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80637.718750 Penalty: 2145.399902
	Iteration 6F: 3 clusters Score -80637.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80711.140625 Penalty: 2145.399902
	Iteration 7Q: 3 clusters Score -80711.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80749.078125 Penalty: 2145.399902
	Iteration 8Q: 3 clusters Score -80749.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80773.984375 Penalty: 2145.399902
	Iteration 9Q: 3 clusters Score -80773.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -80813.703125 Penalty: 2145.399902
	Iteration 10Q: 3 clusters Score -80813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80838.609375 Penalty: 2145.399902
	Iteration 11Q: 3 clusters Score -80838.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -80853.148438 Penalty: 2145.399902
	Iteration 12Q: 3 clusters Score -80853.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80854.507812 Penalty: 2145.399902
	Iteration 13Q: 3 clusters Score -80854.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80855.851562 Penalty: 2145.399902
	Iteration 14F: 3 clusters Score -80855.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80868.398438 Penalty: 2145.399902
	Iteration 15Q: 3 clusters Score -80868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80879.781250 Penalty: 2145.399902
	Iteration 16Q: 3 clusters Score -80879.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80919.492188 Penalty: 2145.399902
	Iteration 17Q: 3 clusters Score -80919.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81028.070312 Penalty: 2145.399902
	Iteration 18Q: 3 clusters Score -81028.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81078.031250 Penalty: 2145.399902
	Iteration 19Q: 3 clusters Score -81078.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81107.101562 Penalty: 2145.399902
	Iteration 20F: 3 clusters Score -81107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81129.171875 Penalty: 2145.399902
	Iteration 21Q: 3 clusters Score -81129.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81146.882812 Penalty: 2145.399902
	Iteration 22Q: 3 clusters Score -81146.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81149.109375 Penalty: 2145.399902
	Iteration 23Q: 3 clusters Score -81149.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81149.109375 Penalty: 2145.399902
	Iteration 24F: 3 clusters Score -81149.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -130130.859375 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -130130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -128688.617188 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -128688.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128912.843750 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -128912.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128973.046875 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -128973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -129009.390625 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -129009.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129033.078125 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -129033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129043.921875 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -129043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129049.625000 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -129049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129052.585938 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -129052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129057.757812 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -129057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129063.835938 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -129063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129067.820312 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -129067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129072.867188 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -129072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129082.062500 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -129082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129096.296875 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -129096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129105.078125 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -129105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129117.914062 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -129117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129124.945312 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -129124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129126.625000 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -129126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129126.625000 Penalty: 2253.045654
	Iteration 18F: 3 clusters Score -129126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -52552.628906 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -52552.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51535.566406 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -51535.57 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51720.656250 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -51720.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51792.679688 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -51792.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51867.125000 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -51867.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51925.167969 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -51925.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51953.988281 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -51953.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51970.632812 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -51970.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51986.878906 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -51986.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52008.828125 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -52008.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52034.667969 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -52034.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52059.320312 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -52059.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52091.136719 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -52091.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52128.566406 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -52128.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52137.628906 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -52137.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52148.652344 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -52148.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52165.843750 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -52165.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52173.710938 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -52173.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52176.003906 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -52176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52189.996094 Penalty: 2025.545654
	Iteration 18F: 3 clusters Score -52190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52232.562500 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -52232.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52270.277344 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -52270.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52354.945312 Penalty: 2025.545654
	Iteration 21Q: 3 clusters Score -52354.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52410.015625 Penalty: 2025.545654
	Iteration 22Q: 3 clusters Score -52410.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52425.976562 Penalty: 2025.545654
	Iteration 23Q: 3 clusters Score -52425.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52437.894531 Penalty: 2025.545654
	Iteration 24Q: 3 clusters Score -52437.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52446.699219 Penalty: 2025.545654
	Iteration 25Q: 3 clusters Score -52446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52450.601562 Penalty: 2025.545654
	Iteration 26Q: 3 clusters Score -52450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52453.531250 Penalty: 2025.545654
	Iteration 27Q: 3 clusters Score -52453.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52458.949219 Penalty: 2025.545654
	Iteration 28Q: 3 clusters Score -52458.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52460.468750 Penalty: 2025.545654
	Iteration 29Q: 3 clusters Score -52460.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52460.468750 Penalty: 2025.545654
	Iteration 30F: 3 clusters Score -52460.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -121722.382812 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -121722.4 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 485 members 
Entering Unmasked Estep 
Score: -120283.453125 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -120283.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120553.039062 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -120553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120599.843750 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -120599.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120626.898438 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -120626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120645.609375 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -120645.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -120663.976562 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -120664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120673.421875 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -120673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120676.539062 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -120676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120681.703125 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -120681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120702.617188 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -120702.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120717.132812 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -120717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -120732.476562 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -120732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -120745.828125 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -120745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120747.984375 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -120748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -120749.281250 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -120749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120749.804688 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -120749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120750.460938 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -120750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120751.796875 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -120751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120753.117188 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -120753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -120753.773438 Penalty: 2236.792236
	Iteration 19Q: 3 clusters Score -120753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -120756.101562 Penalty: 2236.792236
	Iteration 20F: 3 clusters Score -120756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -120762.273438 Penalty: 2236.792236
	Iteration 21Q: 3 clusters Score -120762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -120770.257812 Penalty: 2236.792236
	Iteration 22Q: 3 clusters Score -120770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120775.703125 Penalty: 2236.792236
	Iteration 23Q: 3 clusters Score -120775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120779.875000 Penalty: 2236.792236
	Iteration 24Q: 3 clusters Score -120779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -120781.109375 Penalty: 2236.792236
	Iteration 25Q: 3 clusters Score -120781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -120782.125000 Penalty: 2236.792236
	Iteration 26Q: 3 clusters Score -120782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120782.757812 Penalty: 2236.792236
	Iteration 27Q: 3 clusters Score -120782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120782.757812 Penalty: 2236.792236
	Iteration 28F: 3 clusters Score -120782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -639670.125000 Penalty: 1386.431396
	Iteration 0F: 2 clusters Score -639670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -635676.750000 Penalty: 2772.862793
	Iteration 0F: 3 clusters Score -635676.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -636718.562500 Penalty: 2772.862793
	Iteration 1F: 3 clusters Score -636718.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -636882.500000 Penalty: 2772.862793
	Iteration 2F: 3 clusters Score -636882.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -636986.500000 Penalty: 2772.862793
	Iteration 3Q: 3 clusters Score -636986.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -637063.625000 Penalty: 2772.862793
	Iteration 4Q: 3 clusters Score -637063.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -637121.750000 Penalty: 2772.862793
	Iteration 5Q: 3 clusters Score -637121.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -637168.750000 Penalty: 2772.862793
	Iteration 6Q: 3 clusters Score -637168.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -637214.875000 Penalty: 2772.862793
	Iteration 7Q: 3 clusters Score -637214.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -637248.750000 Penalty: 2772.862793
	Iteration 8Q: 3 clusters Score -637248.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -637278.000000 Penalty: 2772.862793
	Iteration 9Q: 3 clusters Score -637278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -637308.062500 Penalty: 2772.862793
	Iteration 10Q: 3 clusters Score -637308.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -637336.312500 Penalty: 2772.862793
	Iteration 11Q: 3 clusters Score -637336.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -637365.187500 Penalty: 2772.862793
	Iteration 12Q: 3 clusters Score -637365.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -637404.062500 Penalty: 2772.862793
	Iteration 13Q: 3 clusters Score -637404.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -637450.937500 Penalty: 2772.862793
	Iteration 14Q: 3 clusters Score -637450.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -637499.812500 Penalty: 2772.862793
	Iteration 15Q: 3 clusters Score -637499.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -637546.812500 Penalty: 2772.862793
	Iteration 16Q: 3 clusters Score -637546.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -637615.500000 Penalty: 2772.862793
	Iteration 17Q: 3 clusters Score -637615.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -637697.062500 Penalty: 2772.862793
	Iteration 18Q: 3 clusters Score -637697.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -637782.500000 Penalty: 2772.862793
	Iteration 19Q: 3 clusters Score -637782.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -637885.875000 Penalty: 2772.862793
	Iteration 20F: 3 clusters Score -637885.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -637984.187500 Penalty: 2772.862793
	Iteration 21Q: 3 clusters Score -637984.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -638077.750000 Penalty: 2772.862793
	Iteration 22Q: 3 clusters Score -638077.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -638153.812500 Penalty: 2772.862793
	Iteration 23Q: 3 clusters Score -638153.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -638217.500000 Penalty: 2772.862793
	Iteration 24Q: 3 clusters Score -638217.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -638272.812500 Penalty: 2772.862793
	Iteration 25Q: 3 clusters Score -638272.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -638306.250000 Penalty: 2772.862793
	Iteration 26Q: 3 clusters Score -638306.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -638335.875000 Penalty: 2772.862793
	Iteration 27Q: 3 clusters Score -638335.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -638369.875000 Penalty: 2772.862793
	Iteration 28Q: 3 clusters Score -638369.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -638402.250000 Penalty: 2772.862793
	Iteration 29Q: 3 clusters Score -638402.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -638436.250000 Penalty: 2772.862793
	Iteration 30Q: 3 clusters Score -638436.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -638465.250000 Penalty: 2772.862793
	Iteration 31Q: 3 clusters Score -638465.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -638492.312500 Penalty: 2772.862793
	Iteration 32Q: 3 clusters Score -638492.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -638517.687500 Penalty: 2772.862793
	Iteration 33Q: 3 clusters Score -638517.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -638537.562500 Penalty: 2772.862793
	Iteration 34Q: 3 clusters Score -638537.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -638546.500000 Penalty: 2772.862793
	Iteration 35Q: 3 clusters Score -638546.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -638557.750000 Penalty: 2772.862793
	Iteration 36Q: 3 clusters Score -638557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -638564.625000 Penalty: 2772.862793
	Iteration 37Q: 3 clusters Score -638564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -638570.937500 Penalty: 2772.862793
	Iteration 38Q: 3 clusters Score -638570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -638575.312500 Penalty: 2772.862793
	Iteration 39Q: 3 clusters Score -638575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -638581.187500 Penalty: 2772.862793
	Iteration 40F: 3 clusters Score -638581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -638584.312500 Penalty: 2772.862793
	Iteration 41Q: 3 clusters Score -638584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -638585.187500 Penalty: 2772.862793
	Iteration 42Q: 3 clusters Score -638585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -638587.000000 Penalty: 2772.862793
	Iteration 43Q: 3 clusters Score -638587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -638590.625000 Penalty: 2772.862793
	Iteration 44Q: 3 clusters Score -638590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -638594.000000 Penalty: 2772.862793
	Iteration 45Q: 3 clusters Score -638594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -638597.187500 Penalty: 2772.862793
	Iteration 46Q: 3 clusters Score -638597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -638597.500000 Penalty: 2772.862793
	Iteration 47Q: 3 clusters Score -638597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -638598.562500 Penalty: 2772.862793
	Iteration 48Q: 3 clusters Score -638598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -638600.062500 Penalty: 2772.862793
	Iteration 49Q: 3 clusters Score -638600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -638601.562500 Penalty: 2772.862793
	Iteration 50Q: 3 clusters Score -638601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -638603.687500 Penalty: 2772.862793
	Iteration 51Q: 3 clusters Score -638603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -638606.750000 Penalty: 2772.862793
	Iteration 52Q: 3 clusters Score -638606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -638607.187500 Penalty: 2772.862793
	Iteration 53Q: 3 clusters Score -638607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -638607.812500 Penalty: 2772.862793
	Iteration 54Q: 3 clusters Score -638607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -638608.187500 Penalty: 2772.862793
	Iteration 55Q: 3 clusters Score -638608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -638609.937500 Penalty: 2772.862793
	Iteration 56Q: 3 clusters Score -638609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -638610.437500 Penalty: 2772.862793
	Iteration 57Q: 3 clusters Score -638610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -638609.750000 Penalty: 2772.862793
	Iteration 58Q: 3 clusters Score -638609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -638611.875000 Penalty: 2772.862793
	Iteration 59Q: 3 clusters Score -638611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -638611.937500 Penalty: 2772.862793
	Iteration 60F: 3 clusters Score -638611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -638612.937500 Penalty: 2772.862793
	Iteration 61Q: 3 clusters Score -638612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -638612.375000 Penalty: 2772.862793
	Iteration 62Q: 3 clusters Score -638612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -638613.937500 Penalty: 2772.862793
	Iteration 63Q: 3 clusters Score -638613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -638613.937500 Penalty: 2772.862793
	Iteration 64F: 3 clusters Score -638613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Entering Unmasked Estep 
Score: -5558713.500000 Penalty: 1735.897339
	Iteration 0F: 2 clusters Score -5558714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5529536.000000 Penalty: 3471.794678
	Iteration 0F: 3 clusters Score -5529536 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5540673.500000 Penalty: 3471.794678
	Iteration 1F: 3 clusters Score -5540674 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5541096.000000 Penalty: 3471.794678
	Iteration 2Q: 3 clusters Score -5541096 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5541685.500000 Penalty: 3471.794678
	Iteration 3Q: 3 clusters Score -5541686 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5542501.000000 Penalty: 3471.794678
	Iteration 4Q: 3 clusters Score -5542501 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5543788.500000 Penalty: 3471.794678
	Iteration 5F: 3 clusters Score -5543788 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5545993.500000 Penalty: 3471.794678
	Iteration 6F: 3 clusters Score -5545994 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5549258.500000 Penalty: 3471.794678
	Iteration 7F: 3 clusters Score -5549258 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5552694.500000 Penalty: 3471.794678
	Iteration 8F: 3 clusters Score -5552694 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5555111.500000 Penalty: 3471.794678
	Iteration 9F: 3 clusters Score -5555112 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5556250.500000 Penalty: 3471.794678
	Iteration 10Q: 3 clusters Score -5556250 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5556803.500000 Penalty: 3471.794678
	Iteration 11Q: 3 clusters Score -5556804 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5557046.500000 Penalty: 3471.794678
	Iteration 12Q: 3 clusters Score -5557046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5557163.000000 Penalty: 3471.794678
	Iteration 13Q: 3 clusters Score -5557163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5557217.000000 Penalty: 3471.794678
	Iteration 14Q: 3 clusters Score -5557217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5557229.500000 Penalty: 3471.794678
	Iteration 15Q: 3 clusters Score -5557230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5557261.000000 Penalty: 3471.794678
	Iteration 16Q: 3 clusters Score -5557261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5557270.500000 Penalty: 3471.794678
	Iteration 17Q: 3 clusters Score -5557270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5557282.500000 Penalty: 3471.794678
	Iteration 18Q: 3 clusters Score -5557282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5557279.000000 Penalty: 3471.794678
	Iteration 19Q: 3 clusters Score -5557279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5557289.500000 Penalty: 3471.794678
	Iteration 20F: 3 clusters Score -5557290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5557289.000000 Penalty: 3471.794678
	Iteration 21Q: 3 clusters Score -5557289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5557288.500000 Penalty: 3471.794678
	Iteration 22Q: 3 clusters Score -5557288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5557289.500000 Penalty: 3471.794678
	Iteration 23Q: 3 clusters Score -5557290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5557290.000000 Penalty: 3471.794678
	Iteration 24Q: 3 clusters Score -5557290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5557291.500000 Penalty: 3471.794678
	Iteration 25Q: 3 clusters Score -5557292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5557291.000000 Penalty: 3471.794678
	Iteration 26Q: 3 clusters Score -5557291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5557291.000000 Penalty: 3471.794678
	Iteration 27F: 3 clusters Score -5557291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -525748.437500 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -525748.4 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 2263 members 
Entering Unmasked Estep 
Score: -522104.218750 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -522104.2 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -523256.406250 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -523256.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -523574.343750 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -523574.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -523897.718750 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -523897.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -524206.812500 Penalty: 2732.687988
	Iteration 4F: 3 clusters Score -524206.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -524381.437500 Penalty: 2732.687988
	Iteration 5F: 3 clusters Score -524381.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -524488.062500 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -524488.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -524556.437500 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -524556.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -524607.750000 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -524607.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524642.812500 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -524642.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -524671.500000 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -524671.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -524698.750000 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -524698.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -524723.125000 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -524723.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -524742.500000 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -524742.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -524766.812500 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -524766.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -524794.312500 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -524794.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -524824.000000 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -524824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -524848.437500 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -524848.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -524872.437500 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -524872.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -524885.625000 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -524885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -524895.562500 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -524895.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -524904.000000 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -524904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -524911.625000 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -524911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -524918.062500 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -524918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -524922.562500 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -524922.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -524926.625000 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -524926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -524929.750000 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -524929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -524932.250000 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -524932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -524934.000000 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -524934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -524936.750000 Penalty: 2732.687988
	Iteration 29Q: 3 clusters Score -524936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -524937.500000 Penalty: 2732.687988
	Iteration 30Q: 3 clusters Score -524937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -524940.562500 Penalty: 2732.687988
	Iteration 31Q: 3 clusters Score -524940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -524941.375000 Penalty: 2732.687988
	Iteration 32Q: 3 clusters Score -524941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -524943.000000 Penalty: 2732.687988
	Iteration 33Q: 3 clusters Score -524943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -524941.250000 Penalty: 2732.687988
	Iteration 34Q: 3 clusters Score -524941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -524941.250000 Penalty: 2732.687988
	Iteration 35F: 3 clusters Score -524941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Entering Unmasked Estep 
Score: -3466446.250000 Penalty: 1659.444214
	Iteration 0F: 2 clusters Score -3466446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3447979.750000 Penalty: 3318.888428
	Iteration 0F: 3 clusters Score -3447980 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3454872.000000 Penalty: 3318.888428
	Iteration 1F: 3 clusters Score -3454872 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3455221.000000 Penalty: 3318.888428
	Iteration 2Q: 3 clusters Score -3455221 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3455616.500000 Penalty: 3318.888428
	Iteration 3Q: 3 clusters Score -3455616 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3456030.000000 Penalty: 3318.888428
	Iteration 4Q: 3 clusters Score -3456030 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3456527.500000 Penalty: 3318.888428
	Iteration 5Q: 3 clusters Score -3456528 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3457216.250000 Penalty: 3318.888428
	Iteration 6Q: 3 clusters Score -3457216 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3458125.000000 Penalty: 3318.888428
	Iteration 7F: 3 clusters Score -3458125 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3459303.250000 Penalty: 3318.888428
	Iteration 8F: 3 clusters Score -3459303 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3460630.500000 Penalty: 3318.888428
	Iteration 9F: 3 clusters Score -3460630 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3461781.500000 Penalty: 3318.888428
	Iteration 10F: 3 clusters Score -3461782 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3462628.250000 Penalty: 3318.888428
	Iteration 11Q: 3 clusters Score -3462628 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3463294.500000 Penalty: 3318.888428
	Iteration 12Q: 3 clusters Score -3463294 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3463768.750000 Penalty: 3318.888428
	Iteration 13Q: 3 clusters Score -3463769 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3464072.750000 Penalty: 3318.888428
	Iteration 14Q: 3 clusters Score -3464073 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3464283.250000 Penalty: 3318.888428
	Iteration 15Q: 3 clusters Score -3464283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3464404.500000 Penalty: 3318.888428
	Iteration 16Q: 3 clusters Score -3464404 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3464505.750000 Penalty: 3318.888428
	Iteration 17Q: 3 clusters Score -3464506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3464595.750000 Penalty: 3318.888428
	Iteration 18Q: 3 clusters Score -3464596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3464661.000000 Penalty: 3318.888428
	Iteration 19Q: 3 clusters Score -3464661 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3464712.750000 Penalty: 3318.888428
	Iteration 20F: 3 clusters Score -3464713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3464754.000000 Penalty: 3318.888428
	Iteration 21Q: 3 clusters Score -3464754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3464789.000000 Penalty: 3318.888428
	Iteration 22Q: 3 clusters Score -3464789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3464823.000000 Penalty: 3318.888428
	Iteration 23Q: 3 clusters Score -3464823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3464840.000000 Penalty: 3318.888428
	Iteration 24Q: 3 clusters Score -3464840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3464853.500000 Penalty: 3318.888428
	Iteration 25Q: 3 clusters Score -3464854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3464862.500000 Penalty: 3318.888428
	Iteration 26Q: 3 clusters Score -3464862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3464872.000000 Penalty: 3318.888428
	Iteration 27Q: 3 clusters Score -3464872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3464891.750000 Penalty: 3318.888428
	Iteration 28Q: 3 clusters Score -3464892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3464901.500000 Penalty: 3318.888428
	Iteration 29Q: 3 clusters Score -3464902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3464913.750000 Penalty: 3318.888428
	Iteration 30Q: 3 clusters Score -3464914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3464920.500000 Penalty: 3318.888428
	Iteration 31Q: 3 clusters Score -3464920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3464933.250000 Penalty: 3318.888428
	Iteration 32Q: 3 clusters Score -3464933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3464936.000000 Penalty: 3318.888428
	Iteration 33Q: 3 clusters Score -3464936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3464946.250000 Penalty: 3318.888428
	Iteration 34Q: 3 clusters Score -3464946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3464955.500000 Penalty: 3318.888428
	Iteration 35Q: 3 clusters Score -3464956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3464963.500000 Penalty: 3318.888428
	Iteration 36Q: 3 clusters Score -3464964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3464972.250000 Penalty: 3318.888428
	Iteration 37Q: 3 clusters Score -3464972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3464970.250000 Penalty: 3318.888428
	Iteration 38Q: 3 clusters Score -3464970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3464970.500000 Penalty: 3318.888428
	Iteration 39Q: 3 clusters Score -3464970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3464979.750000 Penalty: 3318.888428
	Iteration 40F: 3 clusters Score -3464980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3464981.000000 Penalty: 3318.888428
	Iteration 41Q: 3 clusters Score -3464981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3464984.500000 Penalty: 3318.888428
	Iteration 42Q: 3 clusters Score -3464984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3464988.250000 Penalty: 3318.888428
	Iteration 43Q: 3 clusters Score -3464988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3464990.750000 Penalty: 3318.888428
	Iteration 44Q: 3 clusters Score -3464991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3464995.500000 Penalty: 3318.888428
	Iteration 45Q: 3 clusters Score -3464996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3464996.500000 Penalty: 3318.888428
	Iteration 46Q: 3 clusters Score -3464996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3465000.000000 Penalty: 3318.888428
	Iteration 47Q: 3 clusters Score -3465000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3464996.000000 Penalty: 3318.888428
	Iteration 48Q: 3 clusters Score -3464996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3464999.000000 Penalty: 3318.888428
	Iteration 49Q: 3 clusters Score -3464999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3465000.000000 Penalty: 3318.888428
	Iteration 50Q: 3 clusters Score -3465000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3465000.000000 Penalty: 3318.888428
	Iteration 51Q: 3 clusters Score -3465000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3465002.750000 Penalty: 3318.888428
	Iteration 52Q: 3 clusters Score -3465003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3465004.250000 Penalty: 3318.888428
	Iteration 53Q: 3 clusters Score -3465004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3465004.250000 Penalty: 3318.888428
	Iteration 54F: 3 clusters Score -3465004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20449.515625 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20449.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20939.406250 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20939.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21070.376953 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21070.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21171.859375 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21171.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21236.417969 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21236.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21257.621094 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21257.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21260.722656 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21260.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21260.722656 Penalty: 1871.643066
	Iteration 7F: 3 clusters Score -21260.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 59863 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 87396 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 81 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 43584 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 27227 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 20 contains 68240 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 73699 members 
Entering Unmasked Estep 
Score: -61626408.000000 Penalty: 38346.355469
Splitting cluster 18 changes total score from -61627764.000000 to -61626408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (68240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Entering Unmasked Estep 
Score: -8707380.000000 Penalty: 1808.752686
	Iteration 0F: 2 clusters Score -8707380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8662453.000000 Penalty: 3617.505371
	Iteration 0F: 3 clusters Score -8662453 nChanged 32315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -8681157.000000 Penalty: 3617.505371
	Iteration 1F: 3 clusters Score -8681157 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -8682792.000000 Penalty: 3617.505371
	Iteration 2Q: 3 clusters Score -8682792 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -8685231.000000 Penalty: 3617.505371
	Iteration 3F: 3 clusters Score -8685231 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8688267.000000 Penalty: 3617.505371
	Iteration 4F: 3 clusters Score -8688267 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -8691596.000000 Penalty: 3617.505371
	Iteration 5F: 3 clusters Score -8691596 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8694980.000000 Penalty: 3617.505371
	Iteration 6F: 3 clusters Score -8694980 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8697929.000000 Penalty: 3617.505371
	Iteration 7F: 3 clusters Score -8697929 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8700102.000000 Penalty: 3617.505371
	Iteration 8F: 3 clusters Score -8700102 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -8701409.000000 Penalty: 3617.505371
	Iteration 9Q: 3 clusters Score -8701409 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8702149.000000 Penalty: 3617.505371
	Iteration 10Q: 3 clusters Score -8702149 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8702644.000000 Penalty: 3617.505371
	Iteration 11Q: 3 clusters Score -8702644 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -8702998.000000 Penalty: 3617.505371
	Iteration 12Q: 3 clusters Score -8702998 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8703314.000000 Penalty: 3617.505371
	Iteration 13Q: 3 clusters Score -8703314 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -8703730.000000 Penalty: 3617.505371
	Iteration 14Q: 3 clusters Score -8703730 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -8704052.000000 Penalty: 3617.505371
	Iteration 15Q: 3 clusters Score -8704052 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8704421.000000 Penalty: 3617.505371
	Iteration 16Q: 3 clusters Score -8704421 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8704707.000000 Penalty: 3617.505371
	Iteration 17Q: 3 clusters Score -8704707 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -8704925.000000 Penalty: 3617.505371
	Iteration 18Q: 3 clusters Score -8704925 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -8705030.000000 Penalty: 3617.505371
	Iteration 19Q: 3 clusters Score -8705030 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -8705143.000000 Penalty: 3617.505371
	Iteration 20F: 3 clusters Score -8705143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8705237.000000 Penalty: 3617.505371
	Iteration 21Q: 3 clusters Score -8705237 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -8705292.000000 Penalty: 3617.505371
	Iteration 22Q: 3 clusters Score -8705292 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8705288.000000 Penalty: 3617.505371
	Iteration 23Q: 3 clusters Score -8705288 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -8705337.000000 Penalty: 3617.505371
	Iteration 24Q: 3 clusters Score -8705337 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -8705359.000000 Penalty: 3617.505371
	Iteration 25Q: 3 clusters Score -8705359 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -8705357.000000 Penalty: 3617.505371
	Iteration 26Q: 3 clusters Score -8705357 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -8705399.000000 Penalty: 3617.505371
	Iteration 27Q: 3 clusters Score -8705399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -8705413.000000 Penalty: 3617.505371
	Iteration 28Q: 3 clusters Score -8705413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -8705410.000000 Penalty: 3617.505371
	Iteration 29Q: 3 clusters Score -8705410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -8705421.000000 Penalty: 3617.505371
	Iteration 30Q: 3 clusters Score -8705421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -8705429.000000 Penalty: 3617.505371
	Iteration 31Q: 3 clusters Score -8705429 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -8705432.000000 Penalty: 3617.505371
	Iteration 32Q: 3 clusters Score -8705432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8705430.000000 Penalty: 3617.505371
	Iteration 33Q: 3 clusters Score -8705430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -8705424.000000 Penalty: 3617.505371
	Iteration 34Q: 3 clusters Score -8705424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -8705414.000000 Penalty: 3617.505371
	Iteration 35Q: 3 clusters Score -8705414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -8705400.000000 Penalty: 3617.505371
	Iteration 36Q: 3 clusters Score -8705400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -8705431.000000 Penalty: 3617.505371
	Iteration 37Q: 3 clusters Score -8705431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -8705424.000000 Penalty: 3617.505371
	Iteration 38Q: 3 clusters Score -8705424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8705417.000000 Penalty: 3617.505371
	Iteration 39Q: 3 clusters Score -8705417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -8705419.000000 Penalty: 3617.505371
	Iteration 40F: 3 clusters Score -8705419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -8705433.000000 Penalty: 3617.505371
	Iteration 41Q: 3 clusters Score -8705433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -8705442.000000 Penalty: 3617.505371
	Iteration 42Q: 3 clusters Score -8705442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -8705426.000000 Penalty: 3617.505371
	Iteration 43Q: 3 clusters Score -8705426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -8705426.000000 Penalty: 3617.505371
	Iteration 44Q: 3 clusters Score -8705426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -8705437.000000 Penalty: 3617.505371
	Iteration 45Q: 3 clusters Score -8705437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8705421.000000 Penalty: 3617.505371
	Iteration 46Q: 3 clusters Score -8705421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -8705428.000000 Penalty: 3617.505371
	Iteration 47Q: 3 clusters Score -8705428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -8705429.000000 Penalty: 3617.505371
	Iteration 48Q: 3 clusters Score -8705429 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8705412.000000 Penalty: 3617.505371
	Iteration 49Q: 3 clusters Score -8705412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -8705433.000000 Penalty: 3617.505371
	Iteration 50Q: 3 clusters Score -8705433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -8705440.000000 Penalty: 3617.505371
	Iteration 51Q: 3 clusters Score -8705440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -8705432.000000 Penalty: 3617.505371
	Iteration 52Q: 3 clusters Score -8705432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -8705440.000000 Penalty: 3617.505371
	Iteration 53Q: 3 clusters Score -8705440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -8705435.000000 Penalty: 3617.505371
	Iteration 54Q: 3 clusters Score -8705435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -8705474.000000 Penalty: 3617.505371
	Iteration 55Q: 3 clusters Score -8705474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8705474.000000 Penalty: 3617.505371
	Iteration 56Q: 3 clusters Score -8705474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -8705497.000000 Penalty: 3617.505371
	Iteration 57Q: 3 clusters Score -8705497 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8705478.000000 Penalty: 3617.505371
	Iteration 58Q: 3 clusters Score -8705478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -8705473.000000 Penalty: 3617.505371
	Iteration 59Q: 3 clusters Score -8705473 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8705481.000000 Penalty: 3617.505371
	Iteration 60F: 3 clusters Score -8705481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -8705475.000000 Penalty: 3617.505371
	Iteration 61Q: 3 clusters Score -8705475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8705494.000000 Penalty: 3617.505371
	Iteration 62Q: 3 clusters Score -8705494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -8705486.000000 Penalty: 3617.505371
	Iteration 63Q: 3 clusters Score -8705486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8705502.000000 Penalty: 3617.505371
	Iteration 64Q: 3 clusters Score -8705502 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -8705509.000000 Penalty: 3617.505371
	Iteration 65Q: 3 clusters Score -8705509 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8705512.000000 Penalty: 3617.505371
	Iteration 66Q: 3 clusters Score -8705512 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -8705526.000000 Penalty: 3617.505371
	Iteration 67Q: 3 clusters Score -8705526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8705525.000000 Penalty: 3617.505371
	Iteration 68Q: 3 clusters Score -8705525 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8705555.000000 Penalty: 3617.505371
	Iteration 69Q: 3 clusters Score -8705555 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -8705568.000000 Penalty: 3617.505371
	Iteration 70Q: 3 clusters Score -8705568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8705579.000000 Penalty: 3617.505371
	Iteration 71Q: 3 clusters Score -8705579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -8705587.000000 Penalty: 3617.505371
	Iteration 72Q: 3 clusters Score -8705587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -8705604.000000 Penalty: 3617.505371
	Iteration 73Q: 3 clusters Score -8705604 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8705626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -8705638.000000 Penalty: 3617.505371
	Iteration 75Q: 3 clusters Score -8705638 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -8705657.000000 Penalty: 3617.505371
	Iteration 76Q: 3 clusters Score -8705657 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -8705689.000000 Penalty: 3617.505371
	Iteration 77Q: 3 clusters Score -8705689 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -8705725.000000 Penalty: 3617.505371
	Iteration 78Q: 3 clusters Score -8705725 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -8705744.000000 Penalty: 3617.505371
	Iteration 79Q: 3 clusters Score -8705744 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8705745.000000 Penalty: 3617.505371
	Iteration 80F: 3 clusters Score -8705745 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8705755.000000 Penalty: 3617.505371
	Iteration 81Q: 3 clusters Score -8705755 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -8705766.000000 Penalty: 3617.505371
	Iteration 82Q: 3 clusters Score -8705766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -8705793.000000 Penalty: 3617.505371
	Iteration 83Q: 3 clusters Score -8705793 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -8705806.000000 Penalty: 3617.505371
	Iteration 84Q: 3 clusters Score -8705806 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -8705826.000000 Penalty: 3617.505371
	Iteration 85Q: 3 clusters Score -8705826 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -8705837.000000 Penalty: 3617.505371
	Iteration 86Q: 3 clusters Score -8705837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8705858.000000 Penalty: 3617.505371
	Iteration 87Q: 3 clusters Score -8705858 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -8705847.000000 Penalty: 3617.505371
	Iteration 88Q: 3 clusters Score -8705847 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -8705869.000000 Penalty: 3617.505371
	Iteration 89Q: 3 clusters Score -8705869 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8705892.000000 Penalty: 3617.505371
	Iteration 90Q: 3 clusters Score -8705892 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8705894.000000 Penalty: 3617.505371
	Iteration 91Q: 3 clusters Score -8705894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -8705912.000000 Penalty: 3617.505371
	Iteration 92Q: 3 clusters Score -8705912 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8705911.000000 Penalty: 3617.505371
	Iteration 93Q: 3 clusters Score -8705911 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -8705942.000000 Penalty: 3617.505371
	Iteration 94Q: 3 clusters Score -8705942 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -8705935.000000 Penalty: 3617.505371
	Iteration 95Q: 3 clusters Score -8705935 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -8705962.000000 Penalty: 3617.505371
	Iteration 96Q: 3 clusters Score -8705962 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -8705996.000000 Penalty: 3617.505371
	Iteration 97Q: 3 clusters Score -8705996 nChanged 196
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Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8706008 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8706003.000000 Penalty: 3617.505371
	Iteration 99Q: 3 clusters Score -8706003 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8706005.000000 Penalty: 3617.505371
	Iteration 100F: 3 clusters Score -8706005 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8706043.000000 Penalty: 3617.505371
	Iteration 101Q: 3 clusters Score -8706043 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8706067 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8706089 nChanged 248
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Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8706101 nChanged 231
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Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8706072 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8706110 nChanged 241
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Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8706138.000000 Penalty: 3617.505371
	Iteration 107Q: 3 clusters Score -8706138 nChanged 263
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Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8706169.000000 Penalty: 3617.505371
	Iteration 108Q: 3 clusters Score -8706169 nChanged 274
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Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8706186.000000 Penalty: 3617.505371
	Iteration 109Q: 3 clusters Score -8706186 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8706213.000000 Penalty: 3617.505371
	Iteration 110Q: 3 clusters Score -8706213 nChanged 294
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Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8706245.000000 Penalty: 3617.505371
	Iteration 111Q: 3 clusters Score -8706245 nChanged 312
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Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -8706264.000000 Penalty: 3617.505371
	Iteration 112Q: 3 clusters Score -8706264 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8706302.000000 Penalty: 3617.505371
	Iteration 113Q: 3 clusters Score -8706302 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8706336 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8706374.000000 Penalty: 3617.505371
	Iteration 115Q: 3 clusters Score -8706374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8706387.000000 Penalty: 3617.505371
	Iteration 116Q: 3 clusters Score -8706387 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -8706414.000000 Penalty: 3617.505371
	Iteration 117Q: 3 clusters Score -8706414 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -8706457.000000 Penalty: 3617.505371
	Iteration 118Q: 3 clusters Score -8706457 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -8706513.000000 Penalty: 3617.505371
	Iteration 119Q: 3 clusters Score -8706513 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8706534.000000 Penalty: 3617.505371
	Iteration 120F: 3 clusters Score -8706534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -8706537.000000 Penalty: 3617.505371
	Iteration 121Q: 3 clusters Score -8706537 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8706550.000000 Penalty: 3617.505371
	Iteration 122Q: 3 clusters Score -8706550 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8706543.000000 Penalty: 3617.505371
	Iteration 123Q: 3 clusters Score -8706543 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -8706563.000000 Penalty: 3617.505371
	Iteration 124Q: 3 clusters Score -8706563 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -8706594.000000 Penalty: 3617.505371
	Iteration 125Q: 3 clusters Score -8706594 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -8706617.000000 Penalty: 3617.505371
	Iteration 126Q: 3 clusters Score -8706617 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -8706641.000000 Penalty: 3617.505371
	Iteration 127Q: 3 clusters Score -8706641 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -8706659.000000 Penalty: 3617.505371
	Iteration 128Q: 3 clusters Score -8706659 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -8706686.000000 Penalty: 3617.505371
	Iteration 129Q: 3 clusters Score -8706686 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -8706708.000000 Penalty: 3617.505371
	Iteration 130Q: 3 clusters Score -8706708 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -8706709.000000 Penalty: 3617.505371
	Iteration 131Q: 3 clusters Score -8706709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -8706719.000000 Penalty: 3617.505371
	Iteration 132Q: 3 clusters Score -8706719 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -8706732.000000 Penalty: 3617.505371
	Iteration 133Q: 3 clusters Score -8706732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -8706756.000000 Penalty: 3617.505371
	Iteration 134Q: 3 clusters Score -8706756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -8706749.000000 Penalty: 3617.505371
	Iteration 135Q: 3 clusters Score -8706749 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -8706768.000000 Penalty: 3617.505371
	Iteration 136Q: 3 clusters Score -8706768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -8706792.000000 Penalty: 3617.505371
	Iteration 137Q: 3 clusters Score -8706792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -8706828.000000 Penalty: 3617.505371
	Iteration 138Q: 3 clusters Score -8706828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -8706826.000000 Penalty: 3617.505371
	Iteration 139Q: 3 clusters Score -8706826 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -8706854.000000 Penalty: 3617.505371
	Iteration 140F: 3 clusters Score -8706854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -8706865.000000 Penalty: 3617.505371
	Iteration 141Q: 3 clusters Score -8706865 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -8706864.000000 Penalty: 3617.505371
	Iteration 142Q: 3 clusters Score -8706864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -8706894.000000 Penalty: 3617.505371
	Iteration 143Q: 3 clusters Score -8706894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -8706918.000000 Penalty: 3617.505371
	Iteration 144Q: 3 clusters Score -8706918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -8706946.000000 Penalty: 3617.505371
	Iteration 145Q: 3 clusters Score -8706946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -8706951.000000 Penalty: 3617.505371
	Iteration 146Q: 3 clusters Score -8706951 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -8706951.000000 Penalty: 3617.505371
	Iteration 147Q: 3 clusters Score -8706951 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -8706973.000000 Penalty: 3617.505371
	Iteration 148Q: 3 clusters Score -8706973 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -8706953.000000 Penalty: 3617.505371
	Iteration 149Q: 3 clusters Score -8706953 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -8706977.000000 Penalty: 3617.505371
	Iteration 150Q: 3 clusters Score -8706977 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -8707005.000000 Penalty: 3617.505371
	Iteration 151Q: 3 clusters Score -8707005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -8706999.000000 Penalty: 3617.505371
	Iteration 152Q: 3 clusters Score -8706999 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -8707016.000000 Penalty: 3617.505371
	Iteration 153Q: 3 clusters Score -8707016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -8707027.000000 Penalty: 3617.505371
	Iteration 154Q: 3 clusters Score -8707027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -8707039.000000 Penalty: 3617.505371
	Iteration 155Q: 3 clusters Score -8707039 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -8707057.000000 Penalty: 3617.505371
	Iteration 156Q: 3 clusters Score -8707057 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -8707046.000000 Penalty: 3617.505371
	Iteration 157Q: 3 clusters Score -8707046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -8707042.000000 Penalty: 3617.505371
	Iteration 158Q: 3 clusters Score -8707042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -8707051.000000 Penalty: 3617.505371
	Iteration 159Q: 3 clusters Score -8707051 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -8707066.000000 Penalty: 3617.505371
	Iteration 160F: 3 clusters Score -8707066 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -8707080.000000 Penalty: 3617.505371
	Iteration 161Q: 3 clusters Score -8707080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -8707105.000000 Penalty: 3617.505371
	Iteration 162Q: 3 clusters Score -8707105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 3617.505371
	Iteration 163Q: 3 clusters Score -8707100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -8707129.000000 Penalty: 3617.505371
	Iteration 164Q: 3 clusters Score -8707129 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -8707141.000000 Penalty: 3617.505371
	Iteration 165Q: 3 clusters Score -8707141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -8707145.000000 Penalty: 3617.505371
	Iteration 166Q: 3 clusters Score -8707145 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -8707140.000000 Penalty: 3617.505371
	Iteration 167Q: 3 clusters Score -8707140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -8707143.000000 Penalty: 3617.505371
	Iteration 168Q: 3 clusters Score -8707143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -8707155.000000 Penalty: 3617.505371
	Iteration 169Q: 3 clusters Score -8707155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -8707155.000000 Penalty: 3617.505371
	Iteration 170Q: 3 clusters Score -8707155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -8707164.000000 Penalty: 3617.505371
	Iteration 171Q: 3 clusters Score -8707164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -8707155.000000 Penalty: 3617.505371
	Iteration 172Q: 3 clusters Score -8707155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -8707170.000000 Penalty: 3617.505371
	Iteration 173Q: 3 clusters Score -8707170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -8707164.000000 Penalty: 3617.505371
	Iteration 174Q: 3 clusters Score -8707164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -8707166.000000 Penalty: 3617.505371
	Iteration 175Q: 3 clusters Score -8707166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -8707181.000000 Penalty: 3617.505371
	Iteration 176Q: 3 clusters Score -8707181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -8707179.000000 Penalty: 3617.505371
	Iteration 177Q: 3 clusters Score -8707179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -8707176.000000 Penalty: 3617.505371
	Iteration 178Q: 3 clusters Score -8707176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -8707167.000000 Penalty: 3617.505371
	Iteration 179Q: 3 clusters Score -8707167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -8707175.000000 Penalty: 3617.505371
	Iteration 180F: 3 clusters Score -8707175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -8707192.000000 Penalty: 3617.505371
	Iteration 181Q: 3 clusters Score -8707192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -8707169.000000 Penalty: 3617.505371
	Iteration 182Q: 3 clusters Score -8707169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -8707180.000000 Penalty: 3617.505371
	Iteration 183Q: 3 clusters Score -8707180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -8707171.000000 Penalty: 3617.505371
	Iteration 184Q: 3 clusters Score -8707171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -8707172.000000 Penalty: 3617.505371
	Iteration 185Q: 3 clusters Score -8707172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8707186.000000 Penalty: 3617.505371
	Iteration 186Q: 3 clusters Score -8707186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -8707192.000000 Penalty: 3617.505371
	Iteration 187Q: 3 clusters Score -8707192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -8707215.000000 Penalty: 3617.505371
	Iteration 188Q: 3 clusters Score -8707215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -8707219.000000 Penalty: 3617.505371
	Iteration 189Q: 3 clusters Score -8707219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -8707226.000000 Penalty: 3617.505371
	Iteration 190Q: 3 clusters Score -8707226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -8707232.000000 Penalty: 3617.505371
	Iteration 191Q: 3 clusters Score -8707232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -8707235.000000 Penalty: 3617.505371
	Iteration 192Q: 3 clusters Score -8707235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -8707245.000000 Penalty: 3617.505371
	Iteration 193Q: 3 clusters Score -8707245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -8707246.000000 Penalty: 3617.505371
	Iteration 194Q: 3 clusters Score -8707246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 3617.505371
	Iteration 195Q: 3 clusters Score -8707267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -8707283.000000 Penalty: 3617.505371
	Iteration 196Q: 3 clusters Score -8707283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -8707277.000000 Penalty: 3617.505371
	Iteration 197Q: 3 clusters Score -8707277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 198Q: 3 clusters Score -8707270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 199Q: 3 clusters Score -8707270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -8707260.000000 Penalty: 3617.505371
	Iteration 200F: 3 clusters Score -8707260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -8707262.000000 Penalty: 3617.505371
	Iteration 201Q: 3 clusters Score -8707262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -8707256.000000 Penalty: 3617.505371
	Iteration 202Q: 3 clusters Score -8707256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -8707262.000000 Penalty: 3617.505371
	Iteration 203Q: 3 clusters Score -8707262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -8707250.000000 Penalty: 3617.505371
	Iteration 204Q: 3 clusters Score -8707250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -8707259.000000 Penalty: 3617.505371
	Iteration 205Q: 3 clusters Score -8707259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -8707268.000000 Penalty: 3617.505371
	Iteration 206Q: 3 clusters Score -8707268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -8707280.000000 Penalty: 3617.505371
	Iteration 207Q: 3 clusters Score -8707280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -8707274.000000 Penalty: 3617.505371
	Iteration 208Q: 3 clusters Score -8707274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8707266.000000 Penalty: 3617.505371
	Iteration 209Q: 3 clusters Score -8707266 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -8707265.000000 Penalty: 3617.505371
	Iteration 210Q: 3 clusters Score -8707265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 3617.505371
	Iteration 211Q: 3 clusters Score -8707267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -8707283.000000 Penalty: 3617.505371
	Iteration 212Q: 3 clusters Score -8707283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -8707273.000000 Penalty: 3617.505371
	Iteration 213Q: 3 clusters Score -8707273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8707268.000000 Penalty: 3617.505371
	Iteration 214Q: 3 clusters Score -8707268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 215Q: 3 clusters Score -8707270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 216Q: 3 clusters Score -8707270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -8707275.000000 Penalty: 3617.505371
	Iteration 217Q: 3 clusters Score -8707275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -8707280.000000 Penalty: 3617.505371
	Iteration 218Q: 3 clusters Score -8707280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -8707273.000000 Penalty: 3617.505371
	Iteration 219Q: 3 clusters Score -8707273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -8707269.000000 Penalty: 3617.505371
	Iteration 220F: 3 clusters Score -8707269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -8707264.000000 Penalty: 3617.505371
	Iteration 221Q: 3 clusters Score -8707264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -8707265.000000 Penalty: 3617.505371
	Iteration 222Q: 3 clusters Score -8707265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8707251.000000 Penalty: 3617.505371
	Iteration 223Q: 3 clusters Score -8707251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -8707263.000000 Penalty: 3617.505371
	Iteration 224Q: 3 clusters Score -8707263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -8707276.000000 Penalty: 3617.505371
	Iteration 225Q: 3 clusters Score -8707276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 226Q: 3 clusters Score -8707270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 227Q: 3 clusters Score -8707270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -8707262.000000 Penalty: 3617.505371
	Iteration 228Q: 3 clusters Score -8707262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 3617.505371
	Iteration 229Q: 3 clusters Score -8707267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -8707265.000000 Penalty: 3617.505371
	Iteration 230Q: 3 clusters Score -8707265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8707266.000000 Penalty: 3617.505371
	Iteration 231Q: 3 clusters Score -8707266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 3617.505371
	Iteration 232Q: 3 clusters Score -8707267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -8707264.000000 Penalty: 3617.505371
	Iteration 233Q: 3 clusters Score -8707264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 234Q: 3 clusters Score -8707270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -8707269.000000 Penalty: 3617.505371
	Iteration 235Q: 3 clusters Score -8707269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -8707265.000000 Penalty: 3617.505371
	Iteration 236Q: 3 clusters Score -8707265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -8707269.000000 Penalty: 3617.505371
	Iteration 237Q: 3 clusters Score -8707269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 238Q: 3 clusters Score -8707270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -8707270.000000 Penalty: 3617.505371
	Iteration 239Q: 3 clusters Score -8707270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -8707269.000000 Penalty: 3617.505371
	Iteration 240F: 3 clusters Score -8707269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -8707274.000000 Penalty: 3617.505371
	Iteration 241Q: 3 clusters Score -8707274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -8707268.000000 Penalty: 3617.505371
	Iteration 242Q: 3 clusters Score -8707268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8707263.000000 Penalty: 3617.505371
	Iteration 243Q: 3 clusters Score -8707263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -8707260.000000 Penalty: 3617.505371
	Iteration 244Q: 3 clusters Score -8707260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -8707272.000000 Penalty: 3617.505371
	Iteration 245Q: 3 clusters Score -8707272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -8707278.000000 Penalty: 3617.505371
	Iteration 246Q: 3 clusters Score -8707278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -8707283.000000 Penalty: 3617.505371
	Iteration 247Q: 3 clusters Score -8707283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -8707285.000000 Penalty: 3617.505371
	Iteration 248Q: 3 clusters Score -8707285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -8707287.000000 Penalty: 3617.505371
	Iteration 249Q: 3 clusters Score -8707287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -8707285.000000 Penalty: 3617.505371
	Iteration 250Q: 3 clusters Score -8707285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -8707286.000000 Penalty: 3617.505371
	Iteration 251Q: 3 clusters Score -8707286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -8707294.000000 Penalty: 3617.505371
	Iteration 252Q: 3 clusters Score -8707294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -8707283.000000 Penalty: 3617.505371
	Iteration 253Q: 3 clusters Score -8707283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -8707282.000000 Penalty: 3617.505371
	Iteration 254Q: 3 clusters Score -8707282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -8707274.000000 Penalty: 3617.505371
	Iteration 255Q: 3 clusters Score -8707274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -8707281.000000 Penalty: 3617.505371
	Iteration 256Q: 3 clusters Score -8707281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -8707290.000000 Penalty: 3617.505371
	Iteration 257Q: 3 clusters Score -8707290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -8707281.000000 Penalty: 3617.505371
	Iteration 258Q: 3 clusters Score -8707281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -8707280.000000 Penalty: 3617.505371
	Iteration 259Q: 3 clusters Score -8707280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -8707284.000000 Penalty: 3617.505371
	Iteration 260F: 3 clusters Score -8707284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Entering Unmasked Estep 
Score: -2626476.000000 Penalty: 1615.212891
	Iteration 0F: 2 clusters Score -2626476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2612213.750000 Penalty: 3230.425781
	Iteration 0F: 3 clusters Score -2612214 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2617537.250000 Penalty: 3230.425781
	Iteration 1F: 3 clusters Score -2617537 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2617843.000000 Penalty: 3230.425781
	Iteration 2Q: 3 clusters Score -2617843 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2618196.500000 Penalty: 3230.425781
	Iteration 3Q: 3 clusters Score -2618196 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2618592.000000 Penalty: 3230.425781
	Iteration 4Q: 3 clusters Score -2618592 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2619040.500000 Penalty: 3230.425781
	Iteration 5Q: 3 clusters Score -2619040 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2619629.250000 Penalty: 3230.425781
	Iteration 6F: 3 clusters Score -2619629 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2620325.750000 Penalty: 3230.425781
	Iteration 7F: 3 clusters Score -2620326 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2621064.750000 Penalty: 3230.425781
	Iteration 8F: 3 clusters Score -2621065 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2621828.250000 Penalty: 3230.425781
	Iteration 9F: 3 clusters Score -2621828 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2622683.250000 Penalty: 3230.425781
	Iteration 10F: 3 clusters Score -2622683 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2623429.250000 Penalty: 3230.425781
	Iteration 11Q: 3 clusters Score -2623429 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2624030.750000 Penalty: 3230.425781
	Iteration 12Q: 3 clusters Score -2624031 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2624522.750000 Penalty: 3230.425781
	Iteration 13Q: 3 clusters Score -2624523 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2624849.500000 Penalty: 3230.425781
	Iteration 14Q: 3 clusters Score -2624850 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2625052.250000 Penalty: 3230.425781
	Iteration 15Q: 3 clusters Score -2625052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2625149.750000 Penalty: 3230.425781
	Iteration 16Q: 3 clusters Score -2625150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2625198.250000 Penalty: 3230.425781
	Iteration 17Q: 3 clusters Score -2625198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2625228.250000 Penalty: 3230.425781
	Iteration 18Q: 3 clusters Score -2625228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2625256.750000 Penalty: 3230.425781
	Iteration 19Q: 3 clusters Score -2625257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2625299.250000 Penalty: 3230.425781
	Iteration 20F: 3 clusters Score -2625299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2625310.250000 Penalty: 3230.425781
	Iteration 21Q: 3 clusters Score -2625310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2625321.750000 Penalty: 3230.425781
	Iteration 22Q: 3 clusters Score -2625322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2625334.500000 Penalty: 3230.425781
	Iteration 23Q: 3 clusters Score -2625334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2625336.750000 Penalty: 3230.425781
	Iteration 24Q: 3 clusters Score -2625337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2625348.000000 Penalty: 3230.425781
	Iteration 25Q: 3 clusters Score -2625348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2625359.250000 Penalty: 3230.425781
	Iteration 26Q: 3 clusters Score -2625359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2625370.250000 Penalty: 3230.425781
	Iteration 27Q: 3 clusters Score -2625370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2625371.250000 Penalty: 3230.425781
	Iteration 28Q: 3 clusters Score -2625371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2625370.750000 Penalty: 3230.425781
	Iteration 29Q: 3 clusters Score -2625371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2625370.750000 Penalty: 3230.425781
	Iteration 30F: 3 clusters Score -2625371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Entering Unmasked Estep 
Score: -9391331.000000 Penalty: 1821.258545
	Iteration 0F: 2 clusters Score -9391331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9343169.000000 Penalty: 3642.517090
	Iteration 0F: 3 clusters Score -9343169 nChanged 34988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -9363368.000000 Penalty: 3642.517090
	Iteration 1F: 3 clusters Score -9363368 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9364623.000000 Penalty: 3642.517090
	Iteration 2Q: 3 clusters Score -9364623 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -9366766.000000 Penalty: 3642.517090
	Iteration 3F: 3 clusters Score -9366766 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -9370295.000000 Penalty: 3642.517090
	Iteration 4F: 3 clusters Score -9370295 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -9375817.000000 Penalty: 3642.517090
	Iteration 5F: 3 clusters Score -9375817 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -9382486.000000 Penalty: 3642.517090
	Iteration 6F: 3 clusters Score -9382486 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -9387767.000000 Penalty: 3642.517090
	Iteration 7F: 3 clusters Score -9387767 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -9389941.000000 Penalty: 3642.517090
	Iteration 8Q: 3 clusters Score -9389941 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -9390447.000000 Penalty: 3642.517090
	Iteration 9Q: 3 clusters Score -9390447 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -9390604.000000 Penalty: 3642.517090
	Iteration 10Q: 3 clusters Score -9390604 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -9390687.000000 Penalty: 3642.517090
	Iteration 11Q: 3 clusters Score -9390687 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -9390835.000000 Penalty: 3642.517090
	Iteration 12Q: 3 clusters Score -9390835 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9390844.000000 Penalty: 3642.517090
	Iteration 13Q: 3 clusters Score -9390844 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -9390861.000000 Penalty: 3642.517090
	Iteration 14Q: 3 clusters Score -9390861 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -9390901.000000 Penalty: 3642.517090
	Iteration 15Q: 3 clusters Score -9390901 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -9390981.000000 Penalty: 3642.517090
	Iteration 16Q: 3 clusters Score -9390981 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -9390989.000000 Penalty: 3642.517090
	Iteration 17Q: 3 clusters Score -9390989 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -9391028.000000 Penalty: 3642.517090
	Iteration 18Q: 3 clusters Score -9391028 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -9391058.000000 Penalty: 3642.517090
	Iteration 19Q: 3 clusters Score -9391058 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -9391067.000000 Penalty: 3642.517090
	Iteration 20F: 3 clusters Score -9391067 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -9391082.000000 Penalty: 3642.517090
	Iteration 21Q: 3 clusters Score -9391082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -9391125.000000 Penalty: 3642.517090
	Iteration 22Q: 3 clusters Score -9391125 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -9391110.000000 Penalty: 3642.517090
	Iteration 23Q: 3 clusters Score -9391110 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -9391137.000000 Penalty: 3642.517090
	Iteration 24Q: 3 clusters Score -9391137 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -9391161.000000 Penalty: 3642.517090
	Iteration 25Q: 3 clusters Score -9391161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -9391167.000000 Penalty: 3642.517090
	Iteration 26Q: 3 clusters Score -9391167 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -9391181.000000 Penalty: 3642.517090
	Iteration 27Q: 3 clusters Score -9391181 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -9391207.000000 Penalty: 3642.517090
	Iteration 28Q: 3 clusters Score -9391207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -9391208.000000 Penalty: 3642.517090
	Iteration 29Q: 3 clusters Score -9391208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -9391206.000000 Penalty: 3642.517090
	Iteration 30Q: 3 clusters Score -9391206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -9391189.000000 Penalty: 3642.517090
	Iteration 31Q: 3 clusters Score -9391189 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -9391191.000000 Penalty: 3642.517090
	Iteration 32Q: 3 clusters Score -9391191 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -9391164.000000 Penalty: 3642.517090
	Iteration 33Q: 3 clusters Score -9391164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -9391167.000000 Penalty: 3642.517090
	Iteration 34Q: 3 clusters Score -9391167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -9391200.000000 Penalty: 3642.517090
	Iteration 35Q: 3 clusters Score -9391200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -9391233.000000 Penalty: 3642.517090
	Iteration 36Q: 3 clusters Score -9391233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -9391218.000000 Penalty: 3642.517090
	Iteration 37Q: 3 clusters Score -9391218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -9391221.000000 Penalty: 3642.517090
	Iteration 38Q: 3 clusters Score -9391221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -9391216.000000 Penalty: 3642.517090
	Iteration 39Q: 3 clusters Score -9391216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -9391225.000000 Penalty: 3642.517090
	Iteration 40F: 3 clusters Score -9391225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9391222.000000 Penalty: 3642.517090
	Iteration 41Q: 3 clusters Score -9391222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -9391211.000000 Penalty: 3642.517090
	Iteration 42Q: 3 clusters Score -9391211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -9391220.000000 Penalty: 3642.517090
	Iteration 43Q: 3 clusters Score -9391220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -9391230.000000 Penalty: 3642.517090
	Iteration 44Q: 3 clusters Score -9391230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -9391217.000000 Penalty: 3642.517090
	Iteration 45Q: 3 clusters Score -9391217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -9391227.000000 Penalty: 3642.517090
	Iteration 46Q: 3 clusters Score -9391227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -9391224.000000 Penalty: 3642.517090
	Iteration 47Q: 3 clusters Score -9391224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -9391219.000000 Penalty: 3642.517090
	Iteration 48Q: 3 clusters Score -9391219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -9391226.000000 Penalty: 3642.517090
	Iteration 49Q: 3 clusters Score -9391226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9391221.000000 Penalty: 3642.517090
	Iteration 50Q: 3 clusters Score -9391221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -9391219.000000 Penalty: 3642.517090
	Iteration 51Q: 3 clusters Score -9391219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -9391222.000000 Penalty: 3642.517090
	Iteration 52Q: 3 clusters Score -9391222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9391223.000000 Penalty: 3642.517090
	Iteration 53Q: 3 clusters Score -9391223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -9391225.000000 Penalty: 3642.517090
	Iteration 54Q: 3 clusters Score -9391225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -9391218.000000 Penalty: 3642.517090
	Iteration 55Q: 3 clusters Score -9391218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -9391224.000000 Penalty: 3642.517090
	Iteration 56Q: 3 clusters Score -9391224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -9391226.000000 Penalty: 3642.517090
	Iteration 57Q: 3 clusters Score -9391226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -9391221.000000 Penalty: 3642.517090
	Iteration 58Q: 3 clusters Score -9391221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -9391230.000000 Penalty: 3642.517090
	Iteration 59Q: 3 clusters Score -9391230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -9391232.000000 Penalty: 3642.517090
	Iteration 60F: 3 clusters Score -9391232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9391234.000000 Penalty: 3642.517090
	Iteration 61Q: 3 clusters Score -9391234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9391232.000000 Penalty: 3642.517090
	Iteration 62Q: 3 clusters Score -9391232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 68557 members 
Entering Unmasked Estep 
Score: -9391229.000000 Penalty: 3642.517090
	Iteration 63Q: 3 clusters Score -9391229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -9391227.000000 Penalty: 3642.517090
	Iteration 64Q: 3 clusters Score -9391227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -9391229.000000 Penalty: 3642.517090
	Iteration 65Q: 3 clusters Score -9391229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -9391228.000000 Penalty: 3642.517090
	Iteration 66Q: 3 clusters Score -9391228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -9391225.000000 Penalty: 3642.517090
	Iteration 67Q: 3 clusters Score -9391225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -9391225.000000 Penalty: 3642.517090
	Iteration 68Q: 3 clusters Score -9391225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -9391231.000000 Penalty: 3642.517090
	Iteration 69Q: 3 clusters Score -9391231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -9391221.000000 Penalty: 3642.517090
	Iteration 70Q: 3 clusters Score -9391221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -9391218.000000 Penalty: 3642.517090
	Iteration 71Q: 3 clusters Score -9391218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9391216.000000 Penalty: 3642.517090
	Iteration 72Q: 3 clusters Score -9391216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -9391218.000000 Penalty: 3642.517090
	Iteration 73Q: 3 clusters Score -9391218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -9391217.000000 Penalty: 3642.517090
	Iteration 74Q: 3 clusters Score -9391217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -9391219.000000 Penalty: 3642.517090
	Iteration 75Q: 3 clusters Score -9391219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -9391219.000000 Penalty: 3642.517090
	Iteration 76F: 3 clusters Score -9391219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 59863 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 87396 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 43584 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 27227 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 68240 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 73699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627644.000000 Penalty: 36216.003906
Iteration 239Q: 18 clusters Score -6.162764e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 59779 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 86767 members 
Mstep: Class 5 contains 36202 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 43518 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 27140 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 69682 members 
Mstep: Class 21 contains 20723 members 
Mstep: Class 22 contains 73511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61627924.000000 Penalty: 36216.003906
Iteration 240F: 18 clusters Score -6.162792e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 59697 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 86028 members 
Mstep: Class 5 contains 36162 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 43435 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 27070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 71199 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 73361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 18 clusters Score -6.162812e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 59611 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 85356 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 43312 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 26998 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 72694 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 73242 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 18 clusters Score -6.162807e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 59520 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 84704 members 
Mstep: Class 5 contains 36101 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 14 contains 43230 members 
Mstep: Class 16 contains 4483 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 74038 members 
Mstep: Class 21 contains 20660 members 
Mstep: Class 22 contains 73123 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 18 clusters Score -6.162829e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 59452 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 84002 members 
Mstep: Class 5 contains 36087 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 43185 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 26906 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 75375 members 
Mstep: Class 21 contains 20640 members 
Mstep: Class 22 contains 72979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628376.000000 Penalty: 36216.003906
Iteration 244Q: 18 clusters Score -6.162838e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 59410 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 83367 members 
Mstep: Class 5 contains 36083 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 43138 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 26863 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 76633 members 
Mstep: Class 21 contains 20617 members 
Mstep: Class 22 contains 72832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 18 clusters Score -6.162835e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 59385 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 82617 members 
Mstep: Class 5 contains 36105 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 43105 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 26841 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 77909 members 
Mstep: Class 21 contains 20598 members 
Mstep: Class 22 contains 72688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628376.000000 Penalty: 36216.003906
Iteration 246Q: 18 clusters Score -6.162838e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 59356 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 81983 members 
Mstep: Class 5 contains 36131 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 43072 members 
Mstep: Class 16 contains 4479 members 
Mstep: Class 17 contains 26814 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79045 members 
Mstep: Class 21 contains 20570 members 
Mstep: Class 22 contains 72531 members 
Entering Unmasked Estep 
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Iteration 247Q: 18 clusters Score -6.162844e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 59307 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 81386 members 
Mstep: Class 5 contains 36122 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 43064 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 26805 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80149 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 72394 members 
Entering Unmasked Estep 
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Iteration 248Q: 18 clusters Score -6.162854e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 59258 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80765 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 43023 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 26802 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81228 members 
Mstep: Class 21 contains 20533 members 
Mstep: Class 22 contains 72266 members 
Entering Unmasked Estep 
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Iteration 249Q: 18 clusters Score -6.162846e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 59215 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80206 members 
Mstep: Class 5 contains 36106 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 14 contains 42994 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 26800 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82169 members 
Mstep: Class 21 contains 20526 members 
Mstep: Class 22 contains 72131 members 
Entering Unmasked Estep 
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Iteration 250Q: 18 clusters Score -6.162853e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 59178 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79650 members 
Mstep: Class 5 contains 36102 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 14 contains 42977 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 26815 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83099 members 
Mstep: Class 21 contains 20502 members 
Mstep: Class 22 contains 72007 members 
Entering Unmasked Estep 
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Iteration 251Q: 18 clusters Score -6.162848e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 59119 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79124 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 14 contains 42970 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 26837 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83928 members 
Mstep: Class 21 contains 20481 members 
Mstep: Class 22 contains 71896 members 
Entering Unmasked Estep 
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Iteration 252Q: 18 clusters Score -6.162847e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 59082 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78683 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 14 contains 42979 members 
Mstep: Class 16 contains 4470 members 
Mstep: Class 17 contains 26850 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84590 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 22 contains 71793 members 
Entering Unmasked Estep 
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Iteration 253Q: 18 clusters Score -6.162844e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 59051 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78308 members 
Mstep: Class 5 contains 36150 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 14 contains 42973 members 
Mstep: Class 16 contains 4468 members 
Mstep: Class 17 contains 26860 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85174 members 
Mstep: Class 21 contains 20452 members 
Mstep: Class 22 contains 71677 members 
Entering Unmasked Estep 
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Iteration 254Q: 18 clusters Score -6.162853e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 59015 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77933 members 
Mstep: Class 5 contains 36146 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5073 members 
Mstep: Class 14 contains 42969 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 26872 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85712 members 
Mstep: Class 21 contains 20451 members 
Mstep: Class 22 contains 71565 members 
Entering Unmasked Estep 
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Iteration 255Q: 18 clusters Score -6.162863e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 58984 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77596 members 
Mstep: Class 5 contains 36143 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 14 contains 42970 members 
Mstep: Class 16 contains 4466 members 
Mstep: Class 17 contains 26857 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86181 members 
Mstep: Class 21 contains 20455 members 
Mstep: Class 22 contains 71454 members 
Entering Unmasked Estep 
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Iteration 256Q: 18 clusters Score -6.162869e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 58945 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77319 members 
Mstep: Class 5 contains 36127 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 14 contains 42965 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 26850 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86617 members 
Mstep: Class 21 contains 20450 members 
Mstep: Class 22 contains 71391 members 
Entering Unmasked Estep 
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Iteration 257Q: 18 clusters Score -6.162874e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 58918 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77049 members 
Mstep: Class 5 contains 36109 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 14 contains 42973 members 
Mstep: Class 16 contains 4464 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86981 members 
Mstep: Class 21 contains 20447 members 
Mstep: Class 22 contains 71317 members 
Entering Unmasked Estep 
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Iteration 258Q: 18 clusters Score -6.162865e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 58898 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76820 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42992 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 26840 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87245 members 
Mstep: Class 21 contains 20445 members 
Mstep: Class 22 contains 71260 members 
Entering Unmasked Estep 
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Iteration 259Q: 18 clusters Score -6.162877e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 58889 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76624 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42991 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 26842 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87427 members 
Mstep: Class 21 contains 20437 members 
Mstep: Class 22 contains 71203 members 
Entering Unmasked Estep 
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Iteration 260F: 18 clusters Score -6.162869e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 58866 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76482 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42993 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 26832 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87552 members 
Mstep: Class 21 contains 20439 members 
Mstep: Class 22 contains 71156 members 
Entering Unmasked Estep 
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Iteration 261Q: 18 clusters Score -6.162864e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 58854 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76392 members 
Mstep: Class 5 contains 36070 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42991 members 
Mstep: Class 16 contains 4462 members 
Mstep: Class 17 contains 26819 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87627 members 
Mstep: Class 21 contains 20439 members 
Mstep: Class 22 contains 71113 members 
Entering Unmasked Estep 
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Iteration 262Q: 18 clusters Score -6.162863e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 58840 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76342 members 
Mstep: Class 5 contains 36048 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42988 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 26805 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87676 members 
Mstep: Class 21 contains 20429 members 
Mstep: Class 22 contains 71082 members 
Entering Unmasked Estep 
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Iteration 263Q: 18 clusters Score -6.162873e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 58828 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76320 members 
Mstep: Class 5 contains 36036 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 26799 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87693 members 
Mstep: Class 21 contains 20422 members 
Mstep: Class 22 contains 71026 members 
Entering Unmasked Estep 
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Iteration 264Q: 18 clusters Score -6.162871e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 58808 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76307 members 
Mstep: Class 5 contains 36024 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42982 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 26797 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87681 members 
Mstep: Class 21 contains 20424 members 
Mstep: Class 22 contains 71004 members 
Entering Unmasked Estep 
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Iteration 265Q: 18 clusters Score -6.162859e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 58802 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76335 members 
Mstep: Class 5 contains 35997 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 14 contains 42974 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 26780 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87636 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 70953 members 
Entering Unmasked Estep 
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Iteration 266Q: 18 clusters Score -6.162866e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 58804 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76349 members 
Mstep: Class 5 contains 35978 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 14 contains 42971 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 26783 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87552 members 
Mstep: Class 21 contains 20403 members 
Mstep: Class 22 contains 70932 members 
Entering Unmasked Estep 
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Iteration 267Q: 18 clusters Score -6.162854e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 58807 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76384 members 
Mstep: Class 5 contains 35975 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42976 members 
Mstep: Class 16 contains 4448 members 
Mstep: Class 17 contains 26772 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87458 members 
Mstep: Class 21 contains 20392 members 
Mstep: Class 22 contains 70911 members 
Entering Unmasked Estep 
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Iteration 268Q: 18 clusters Score -6.162833e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 58814 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76461 members 
Mstep: Class 5 contains 35964 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87334 members 
Mstep: Class 21 contains 20385 members 
Mstep: Class 22 contains 70868 members 
Entering Unmasked Estep 
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Iteration 269Q: 18 clusters Score -6.162838e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 58817 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76545 members 
Mstep: Class 5 contains 35945 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42983 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 26749 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 87179 members 
Mstep: Class 21 contains 20386 members 
Mstep: Class 22 contains 70835 members 
Entering Unmasked Estep 
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Iteration 270Q: 18 clusters Score -6.162842e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 58823 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76664 members 
Mstep: Class 5 contains 35924 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42978 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 26734 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86988 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 70801 members 
Entering Unmasked Estep 
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Iteration 271Q: 18 clusters Score -6.162844e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 58820 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76777 members 
Mstep: Class 5 contains 35910 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42979 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 26732 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86827 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 70764 members 
Entering Unmasked Estep 
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Iteration 272Q: 18 clusters Score -6.162858e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 58822 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76851 members 
Mstep: Class 5 contains 35902 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42975 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 26721 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86681 members 
Mstep: Class 21 contains 20395 members 
Mstep: Class 22 contains 70743 members 
Entering Unmasked Estep 
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Iteration 273Q: 18 clusters Score -6.162862e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 58820 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76912 members 
Mstep: Class 5 contains 35901 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 26704 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86521 members 
Mstep: Class 21 contains 20397 members 
Mstep: Class 22 contains 70715 members 
Entering Unmasked Estep 
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Iteration 274Q: 18 clusters Score -6.162865e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 58823 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76984 members 
Mstep: Class 5 contains 35890 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42997 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 26699 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86357 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 70691 members 
Entering Unmasked Estep 
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Iteration 275Q: 18 clusters Score -6.162867e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 58816 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77040 members 
Mstep: Class 5 contains 35884 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 43009 members 
Mstep: Class 16 contains 4439 members 
Mstep: Class 17 contains 26699 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 86183 members 
Mstep: Class 21 contains 20392 members 
Mstep: Class 22 contains 70665 members 
Entering Unmasked Estep 
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Iteration 276Q: 18 clusters Score -6.162867e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 58813 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77128 members 
Mstep: Class 5 contains 35886 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 43013 members 
Mstep: Class 16 contains 4439 members 
Mstep: Class 17 contains 26699 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85999 members 
Mstep: Class 21 contains 20395 members 
Mstep: Class 22 contains 70652 members 
Entering Unmasked Estep 
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Iteration 277Q: 18 clusters Score -6.162874e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 58808 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77249 members 
Mstep: Class 5 contains 35876 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 43031 members 
Mstep: Class 16 contains 4439 members 
Mstep: Class 17 contains 26696 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85780 members 
Mstep: Class 21 contains 20401 members 
Mstep: Class 22 contains 70630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628884.000000 Penalty: 36216.003906
Iteration 278Q: 18 clusters Score -6.162888e+07 nChanged 621
Entering ConstructFrom: 
Score: -61628884.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (61872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Entering Unmasked Estep 
Score: -7950335.000000 Penalty: 1792.833618
	Iteration 0F: 2 clusters Score -7950335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7909496.500000 Penalty: 3585.667236
	Iteration 0F: 3 clusters Score -7909496 nChanged 29169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -7925793.500000 Penalty: 3585.667236
	Iteration 1F: 3 clusters Score -7925794 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -7926325.500000 Penalty: 3585.667236
	Iteration 2Q: 3 clusters Score -7926326 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -7926725.500000 Penalty: 3585.667236
	Iteration 3Q: 3 clusters Score -7926726 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -7927172.500000 Penalty: 3585.667236
	Iteration 4Q: 3 clusters Score -7927172 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -7927817.500000 Penalty: 3585.667236
	Iteration 5Q: 3 clusters Score -7927818 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -7928657.500000 Penalty: 3585.667236
	Iteration 6Q: 3 clusters Score -7928658 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -7929900.000000 Penalty: 3585.667236
	Iteration 7Q: 3 clusters Score -7929900 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7931793.500000 Penalty: 3585.667236
	Iteration 8F: 3 clusters Score -7931794 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -7934649.500000 Penalty: 3585.667236
	Iteration 9F: 3 clusters Score -7934650 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -7938580.500000 Penalty: 3585.667236
	Iteration 10F: 3 clusters Score -7938580 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -7942878.500000 Penalty: 3585.667236
	Iteration 11F: 3 clusters Score -7942878 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7946107.500000 Penalty: 3585.667236
	Iteration 12F: 3 clusters Score -7946108 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7947767.500000 Penalty: 3585.667236
	Iteration 13Q: 3 clusters Score -7947768 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7948371.000000 Penalty: 3585.667236
	Iteration 14Q: 3 clusters Score -7948371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7948548.000000 Penalty: 3585.667236
	Iteration 15Q: 3 clusters Score -7948548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7948620.500000 Penalty: 3585.667236
	Iteration 16Q: 3 clusters Score -7948620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7948661.500000 Penalty: 3585.667236
	Iteration 17Q: 3 clusters Score -7948662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7948688.500000 Penalty: 3585.667236
	Iteration 18Q: 3 clusters Score -7948688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7948716.000000 Penalty: 3585.667236
	Iteration 19Q: 3 clusters Score -7948716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7948725.500000 Penalty: 3585.667236
	Iteration 20F: 3 clusters Score -7948726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7948742.500000 Penalty: 3585.667236
	Iteration 21Q: 3 clusters Score -7948742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7948743.000000 Penalty: 3585.667236
	Iteration 22Q: 3 clusters Score -7948743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7948750.500000 Penalty: 3585.667236
	Iteration 23Q: 3 clusters Score -7948750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7948751.500000 Penalty: 3585.667236
	Iteration 24Q: 3 clusters Score -7948752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7948753.500000 Penalty: 3585.667236
	Iteration 25Q: 3 clusters Score -7948754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7948753.500000 Penalty: 3585.667236
	Iteration 26F: 3 clusters Score -7948754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Entering Unmasked Estep 
Score: -7492065.000000 Penalty: 1784.583130
	Iteration 0F: 2 clusters Score -7492065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -7453046.500000 Penalty: 3569.166260
	Iteration 0F: 3 clusters Score -7453046 nChanged 27675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -7468992.000000 Penalty: 3569.166260
	Iteration 1F: 3 clusters Score -7468992 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -7469737.500000 Penalty: 3569.166260
	Iteration 2Q: 3 clusters Score -7469738 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7470736.500000 Penalty: 3569.166260
	Iteration 3Q: 3 clusters Score -7470736 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -7472170.500000 Penalty: 3569.166260
	Iteration 4F: 3 clusters Score -7472170 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -7474270.500000 Penalty: 3569.166260
	Iteration 5F: 3 clusters Score -7474270 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7477238.000000 Penalty: 3569.166260
	Iteration 6F: 3 clusters Score -7477238 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -7481035.500000 Penalty: 3569.166260
	Iteration 7F: 3 clusters Score -7481036 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7484331.500000 Penalty: 3569.166260
	Iteration 8F: 3 clusters Score -7484332 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7486767.000000 Penalty: 3569.166260
	Iteration 9Q: 3 clusters Score -7486767 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7488101.000000 Penalty: 3569.166260
	Iteration 10Q: 3 clusters Score -7488101 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7488845.500000 Penalty: 3569.166260
	Iteration 11Q: 3 clusters Score -7488846 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7489364.500000 Penalty: 3569.166260
	Iteration 12Q: 3 clusters Score -7489364 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7489752.500000 Penalty: 3569.166260
	Iteration 13Q: 3 clusters Score -7489752 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7489995.500000 Penalty: 3569.166260
	Iteration 14Q: 3 clusters Score -7489996 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7490162.000000 Penalty: 3569.166260
	Iteration 15Q: 3 clusters Score -7490162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7490269.000000 Penalty: 3569.166260
	Iteration 16Q: 3 clusters Score -7490269 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7490360.000000 Penalty: 3569.166260
	Iteration 17Q: 3 clusters Score -7490360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7490424.000000 Penalty: 3569.166260
	Iteration 18Q: 3 clusters Score -7490424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7490436.500000 Penalty: 3569.166260
	Iteration 19Q: 3 clusters Score -7490436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7490455.500000 Penalty: 3569.166260
	Iteration 20F: 3 clusters Score -7490456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7490471.500000 Penalty: 3569.166260
	Iteration 21Q: 3 clusters Score -7490472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7490483.000000 Penalty: 3569.166260
	Iteration 22Q: 3 clusters Score -7490483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7490491.500000 Penalty: 3569.166260
	Iteration 23Q: 3 clusters Score -7490492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7490491.500000 Penalty: 3569.166260
	Iteration 24Q: 3 clusters Score -7490492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7490493.000000 Penalty: 3569.166260
	Iteration 25Q: 3 clusters Score -7490493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7490499.500000 Penalty: 3569.166260
	Iteration 26Q: 3 clusters Score -7490500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7490501.500000 Penalty: 3569.166260
	Iteration 27Q: 3 clusters Score -7490502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7490507.500000 Penalty: 3569.166260
	Iteration 28Q: 3 clusters Score -7490508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7490505.500000 Penalty: 3569.166260
	Iteration 29Q: 3 clusters Score -7490506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7490511.500000 Penalty: 3569.166260
	Iteration 30Q: 3 clusters Score -7490512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7490516.000000 Penalty: 3569.166260
	Iteration 31Q: 3 clusters Score -7490516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7490514.500000 Penalty: 3569.166260
	Iteration 32Q: 3 clusters Score -7490514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7490514.500000 Penalty: 3569.166260
	Iteration 33F: 3 clusters Score -7490514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31960.062500 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31960.06 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32318.136719 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32318.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32460.814453 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32460.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32551.716797 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -32551.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32654.021484 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -32654.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32776.667969 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32776.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32848.820312 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32848.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32882.257812 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32882.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32943.316406 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32943.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32983.546875 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -32983.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33013.511719 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33013.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33017.992188 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33017.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33019.238281 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33019.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33020.320312 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -33020.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33027.710938 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -33027.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33028.945312 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -33028.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33028.945312 Penalty: 1892.489868
	Iteration 16F: 3 clusters Score -33028.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 58809 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 77387 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85548 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 70642 members 
Entering Unmasked Estep 
Score: -61627888.000000 Penalty: 38346.355469
Splitting cluster 3 changes total score from -61628884.000000 to -61627888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (77387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Entering Unmasked Estep 
Score: -9933235.000000 Penalty: 1829.193237
	Iteration 0F: 2 clusters Score -9933235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -9882995.000000 Penalty: 3658.386475
	Iteration 0F: 3 clusters Score -9882995 nChanged 36980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -9904205.000000 Penalty: 3658.386475
	Iteration 1F: 3 clusters Score -9904205 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -9904672.000000 Penalty: 3658.386475
	Iteration 2Q: 3 clusters Score -9904672 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -9905272.000000 Penalty: 3658.386475
	Iteration 3Q: 3 clusters Score -9905272 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -9906112.000000 Penalty: 3658.386475
	Iteration 4Q: 3 clusters Score -9906112 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -9907537.000000 Penalty: 3658.386475
	Iteration 5Q: 3 clusters Score -9907537 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -9910236.000000 Penalty: 3658.386475
	Iteration 6F: 3 clusters Score -9910236 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -9914470.000000 Penalty: 3658.386475
	Iteration 7F: 3 clusters Score -9914470 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9920369.000000 Penalty: 3658.386475
	Iteration 8F: 3 clusters Score -9920369 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -9926096.000000 Penalty: 3658.386475
	Iteration 9F: 3 clusters Score -9926096 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -9929626.000000 Penalty: 3658.386475
	Iteration 10Q: 3 clusters Score -9929626 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -9930996.000000 Penalty: 3658.386475
	Iteration 11Q: 3 clusters Score -9930996 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -9931417.000000 Penalty: 3658.386475
	Iteration 12Q: 3 clusters Score -9931417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -9931555.000000 Penalty: 3658.386475
	Iteration 13Q: 3 clusters Score -9931555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -9931589.000000 Penalty: 3658.386475
	Iteration 14Q: 3 clusters Score -9931589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -9931605.000000 Penalty: 3658.386475
	Iteration 15Q: 3 clusters Score -9931605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -9931616.000000 Penalty: 3658.386475
	Iteration 16Q: 3 clusters Score -9931616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -9931609.000000 Penalty: 3658.386475
	Iteration 17Q: 3 clusters Score -9931609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -9931612.000000 Penalty: 3658.386475
	Iteration 18Q: 3 clusters Score -9931612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -9931615.000000 Penalty: 3658.386475
	Iteration 19Q: 3 clusters Score -9931615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -9931615.000000 Penalty: 3658.386475
	Iteration 20F: 3 clusters Score -9931615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Entering Unmasked Estep 
Score: -4381032.500000 Penalty: 1704.239746
	Iteration 0F: 2 clusters Score -4381032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4357088.000000 Penalty: 3408.479492
	Iteration 0F: 3 clusters Score -4357088 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4366144.000000 Penalty: 3408.479492
	Iteration 1F: 3 clusters Score -4366144 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4366600.000000 Penalty: 3408.479492
	Iteration 2Q: 3 clusters Score -4366600 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4367066.500000 Penalty: 3408.479492
	Iteration 3Q: 3 clusters Score -4367066 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4367624.000000 Penalty: 3408.479492
	Iteration 4Q: 3 clusters Score -4367624 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4368292.000000 Penalty: 3408.479492
	Iteration 5Q: 3 clusters Score -4368292 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4369340.000000 Penalty: 3408.479492
	Iteration 6F: 3 clusters Score -4369340 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4370939.000000 Penalty: 3408.479492
	Iteration 7F: 3 clusters Score -4370939 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4372956.000000 Penalty: 3408.479492
	Iteration 8F: 3 clusters Score -4372956 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4375149.000000 Penalty: 3408.479492
	Iteration 9F: 3 clusters Score -4375149 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4376950.000000 Penalty: 3408.479492
	Iteration 10F: 3 clusters Score -4376950 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4378120.000000 Penalty: 3408.479492
	Iteration 11Q: 3 clusters Score -4378120 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -4378800.500000 Penalty: 3408.479492
	Iteration 12Q: 3 clusters Score -4378800 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4379166.500000 Penalty: 3408.479492
	Iteration 13Q: 3 clusters Score -4379166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4379337.000000 Penalty: 3408.479492
	Iteration 14Q: 3 clusters Score -4379337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4379436.500000 Penalty: 3408.479492
	Iteration 15Q: 3 clusters Score -4379436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4379481.000000 Penalty: 3408.479492
	Iteration 16Q: 3 clusters Score -4379481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4379517.000000 Penalty: 3408.479492
	Iteration 17Q: 3 clusters Score -4379517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4379546.000000 Penalty: 3408.479492
	Iteration 18Q: 3 clusters Score -4379546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4379566.000000 Penalty: 3408.479492
	Iteration 19Q: 3 clusters Score -4379566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4379580.000000 Penalty: 3408.479492
	Iteration 20F: 3 clusters Score -4379580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4379587.000000 Penalty: 3408.479492
	Iteration 21Q: 3 clusters Score -4379587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4379584.000000 Penalty: 3408.479492
	Iteration 22Q: 3 clusters Score -4379584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4379590.000000 Penalty: 3408.479492
	Iteration 23Q: 3 clusters Score -4379590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4379596.500000 Penalty: 3408.479492
	Iteration 24Q: 3 clusters Score -4379596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4379602.000000 Penalty: 3408.479492
	Iteration 25Q: 3 clusters Score -4379602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4379610.500000 Penalty: 3408.479492
	Iteration 26Q: 3 clusters Score -4379610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4379614.500000 Penalty: 3408.479492
	Iteration 27Q: 3 clusters Score -4379614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4379619.000000 Penalty: 3408.479492
	Iteration 28Q: 3 clusters Score -4379619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4379619.000000 Penalty: 3408.479492
	Iteration 29Q: 3 clusters Score -4379619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4379622.500000 Penalty: 3408.479492
	Iteration 30Q: 3 clusters Score -4379622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4379622.500000 Penalty: 3408.479492
	Iteration 31F: 3 clusters Score -4379622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -81413.554688 Penalty: 1073.140869
	Iteration 0F: 2 clusters Score -81413.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80273.015625 Penalty: 2146.281738
	Iteration 0F: 3 clusters Score -80273.02 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80670.734375 Penalty: 2146.281738
	Iteration 1F: 3 clusters Score -80670.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80856.710938 Penalty: 2146.281738
	Iteration 2F: 3 clusters Score -80856.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -80986.421875 Penalty: 2146.281738
	Iteration 3F: 3 clusters Score -80986.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81090.265625 Penalty: 2146.281738
	Iteration 4F: 3 clusters Score -81090.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81211.695312 Penalty: 2146.281738
	Iteration 5Q: 3 clusters Score -81211.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81254.992188 Penalty: 2146.281738
	Iteration 6Q: 3 clusters Score -81254.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81298.531250 Penalty: 2146.281738
	Iteration 7Q: 3 clusters Score -81298.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81333.976562 Penalty: 2146.281738
	Iteration 8Q: 3 clusters Score -81333.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81337.593750 Penalty: 2146.281738
	Iteration 9Q: 3 clusters Score -81337.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81339.445312 Penalty: 2146.281738
	Iteration 10Q: 3 clusters Score -81339.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81342.375000 Penalty: 2146.281738
	Iteration 11Q: 3 clusters Score -81342.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81347.093750 Penalty: 2146.281738
	Iteration 12F: 3 clusters Score -81347.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81360.375000 Penalty: 2146.281738
	Iteration 13Q: 3 clusters Score -81360.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81391.671875 Penalty: 2146.281738
	Iteration 14Q: 3 clusters Score -81391.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81407.695312 Penalty: 2146.281738
	Iteration 15Q: 3 clusters Score -81407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81430.632812 Penalty: 2146.281738
	Iteration 16Q: 3 clusters Score -81430.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81439.140625 Penalty: 2146.281738
	Iteration 17Q: 3 clusters Score -81439.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81439.140625 Penalty: 2146.281738
	Iteration 18F: 3 clusters Score -81439.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 58809 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77387 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 187 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85548 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 70642 members 
Entering Unmasked Estep 
Score: -61627764.000000 Penalty: 38346.355469
Splitting cluster 6 changes total score from -61628884.000000 to -61627764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -129411.632812 Penalty: 1125.568726
	Iteration 0F: 2 clusters Score -129411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127932.679688 Penalty: 2251.137451
	Iteration 0F: 3 clusters Score -127932.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128173.031250 Penalty: 2251.137451
	Iteration 1F: 3 clusters Score -128173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128245.468750 Penalty: 2251.137451
	Iteration 2F: 3 clusters Score -128245.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128267.203125 Penalty: 2251.137451
	Iteration 3Q: 3 clusters Score -128267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128283.867188 Penalty: 2251.137451
	Iteration 4Q: 3 clusters Score -128283.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128303.453125 Penalty: 2251.137451
	Iteration 5Q: 3 clusters Score -128303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128308.523438 Penalty: 2251.137451
	Iteration 6Q: 3 clusters Score -128308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128310.390625 Penalty: 2251.137451
	Iteration 7Q: 3 clusters Score -128310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128310.390625 Penalty: 2251.137451
	Iteration 8F: 3 clusters Score -128310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -52552.628906 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -52552.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51488.609375 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -51488.61 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51684.675781 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -51684.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51746.285156 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -51746.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51768.593750 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -51768.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51796.156250 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -51796.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51806.984375 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -51806.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51821.132812 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -51821.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51824.675781 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -51824.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51827.656250 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -51827.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51827.656250 Penalty: 2025.545654
	Iteration 9F: 3 clusters Score -51827.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -120732.515625 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -120732.5 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 512 members 
Entering Unmasked Estep 
Score: -119352.226562 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -119352.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119585.070312 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -119585.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119646.203125 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -119646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119668.921875 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -119668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119682.539062 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -119682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119688.281250 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -119688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119696.476562 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -119696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119701.593750 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -119701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119705.398438 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -119705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119706.945312 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -119706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119710.578125 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -119710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119712.757812 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -119712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119712.757812 Penalty: 2234.114502
	Iteration 12F: 3 clusters Score -119712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -640714.500000 Penalty: 1386.687378
	Iteration 0F: 2 clusters Score -640714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -636684.562500 Penalty: 2773.374756
	Iteration 0F: 3 clusters Score -636684.6 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -637748.437500 Penalty: 2773.374756
	Iteration 1F: 3 clusters Score -637748.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -637942.500000 Penalty: 2773.374756
	Iteration 2F: 3 clusters Score -637942.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -638084.937500 Penalty: 2773.374756
	Iteration 3F: 3 clusters Score -638084.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -638211.187500 Penalty: 2773.374756
	Iteration 4Q: 3 clusters Score -638211.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -638347.312500 Penalty: 2773.374756
	Iteration 5Q: 3 clusters Score -638347.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -638532.562500 Penalty: 2773.374756
	Iteration 6Q: 3 clusters Score -638532.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -638719.625000 Penalty: 2773.374756
	Iteration 7Q: 3 clusters Score -638719.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -638903.562500 Penalty: 2773.374756
	Iteration 8F: 3 clusters Score -638903.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -639045.312500 Penalty: 2773.374756
	Iteration 9Q: 3 clusters Score -639045.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -639167.562500 Penalty: 2773.374756
	Iteration 10Q: 3 clusters Score -639167.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -639258.625000 Penalty: 2773.374756
	Iteration 11Q: 3 clusters Score -639258.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -639314.125000 Penalty: 2773.374756
	Iteration 12Q: 3 clusters Score -639314.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -639360.375000 Penalty: 2773.374756
	Iteration 13Q: 3 clusters Score -639360.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -639393.937500 Penalty: 2773.374756
	Iteration 14Q: 3 clusters Score -639393.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -639422.187500 Penalty: 2773.374756
	Iteration 15Q: 3 clusters Score -639422.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -639443.937500 Penalty: 2773.374756
	Iteration 16Q: 3 clusters Score -639443.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -639459.625000 Penalty: 2773.374756
	Iteration 17Q: 3 clusters Score -639459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -639474.625000 Penalty: 2773.374756
	Iteration 18Q: 3 clusters Score -639474.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -639486.937500 Penalty: 2773.374756
	Iteration 19Q: 3 clusters Score -639486.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -639494.250000 Penalty: 2773.374756
	Iteration 20F: 3 clusters Score -639494.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -639506.375000 Penalty: 2773.374756
	Iteration 21Q: 3 clusters Score -639506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -639510.937500 Penalty: 2773.374756
	Iteration 22Q: 3 clusters Score -639510.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -639515.562500 Penalty: 2773.374756
	Iteration 23Q: 3 clusters Score -639515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -639523.187500 Penalty: 2773.374756
	Iteration 24Q: 3 clusters Score -639523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -639527.250000 Penalty: 2773.374756
	Iteration 25Q: 3 clusters Score -639527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -639530.625000 Penalty: 2773.374756
	Iteration 26Q: 3 clusters Score -639530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -639535.000000 Penalty: 2773.374756
	Iteration 27Q: 3 clusters Score -639535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -639538.375000 Penalty: 2773.374756
	Iteration 28Q: 3 clusters Score -639538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -639541.562500 Penalty: 2773.374756
	Iteration 29Q: 3 clusters Score -639541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -639542.562500 Penalty: 2773.374756
	Iteration 30Q: 3 clusters Score -639542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -639544.875000 Penalty: 2773.374756
	Iteration 31Q: 3 clusters Score -639544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -639543.562500 Penalty: 2773.374756
	Iteration 32Q: 3 clusters Score -639543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -639543.562500 Penalty: 2773.374756
	Iteration 33F: 3 clusters Score -639543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Entering Unmasked Estep 
Score: -5490112.500000 Penalty: 1733.875122
	Iteration 0F: 2 clusters Score -5490112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5461501.000000 Penalty: 3467.750244
	Iteration 0F: 3 clusters Score -5461501 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5472713.000000 Penalty: 3467.750244
	Iteration 1F: 3 clusters Score -5472713 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5473222.000000 Penalty: 3467.750244
	Iteration 2Q: 3 clusters Score -5473222 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5473695.500000 Penalty: 3467.750244
	Iteration 3Q: 3 clusters Score -5473696 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -5474289.000000 Penalty: 3467.750244
	Iteration 4Q: 3 clusters Score -5474289 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5474886.500000 Penalty: 3467.750244
	Iteration 5Q: 3 clusters Score -5474886 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5475546.000000 Penalty: 3467.750244
	Iteration 6Q: 3 clusters Score -5475546 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5476389.500000 Penalty: 3467.750244
	Iteration 7Q: 3 clusters Score -5476390 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5477584.000000 Penalty: 3467.750244
	Iteration 8Q: 3 clusters Score -5477584 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5479186.000000 Penalty: 3467.750244
	Iteration 9F: 3 clusters Score -5479186 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -5481416.000000 Penalty: 3467.750244
	Iteration 10F: 3 clusters Score -5481416 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5482978.000000 Penalty: 3467.750244
	Iteration 11F: 3 clusters Score -5482978 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5483699.000000 Penalty: 3467.750244
	Iteration 12Q: 3 clusters Score -5483699 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5484136.000000 Penalty: 3467.750244
	Iteration 13Q: 3 clusters Score -5484136 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5484449.500000 Penalty: 3467.750244
	Iteration 14Q: 3 clusters Score -5484450 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5484741.500000 Penalty: 3467.750244
	Iteration 15Q: 3 clusters Score -5484742 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5485064.000000 Penalty: 3467.750244
	Iteration 16Q: 3 clusters Score -5485064 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -5485325.500000 Penalty: 3467.750244
	Iteration 17Q: 3 clusters Score -5485326 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5485531.500000 Penalty: 3467.750244
	Iteration 18Q: 3 clusters Score -5485532 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5485694.000000 Penalty: 3467.750244
	Iteration 19Q: 3 clusters Score -5485694 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5485838.000000 Penalty: 3467.750244
	Iteration 20F: 3 clusters Score -5485838 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5485944.500000 Penalty: 3467.750244
	Iteration 21Q: 3 clusters Score -5485944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5486064.000000 Penalty: 3467.750244
	Iteration 22Q: 3 clusters Score -5486064 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5486139.500000 Penalty: 3467.750244
	Iteration 23Q: 3 clusters Score -5486140 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5486214.000000 Penalty: 3467.750244
	Iteration 24Q: 3 clusters Score -5486214 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5486280.500000 Penalty: 3467.750244
	Iteration 25Q: 3 clusters Score -5486280 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5486351.000000 Penalty: 3467.750244
	Iteration 26Q: 3 clusters Score -5486351 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5486397.000000 Penalty: 3467.750244
	Iteration 27Q: 3 clusters Score -5486397 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5486466.000000 Penalty: 3467.750244
	Iteration 28Q: 3 clusters Score -5486466 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -5486506.000000 Penalty: 3467.750244
	Iteration 29Q: 3 clusters Score -5486506 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5486537.000000 Penalty: 3467.750244
	Iteration 30Q: 3 clusters Score -5486537 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5486586.500000 Penalty: 3467.750244
	Iteration 31Q: 3 clusters Score -5486586 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5486616.000000 Penalty: 3467.750244
	Iteration 32Q: 3 clusters Score -5486616 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5486652.000000 Penalty: 3467.750244
	Iteration 33Q: 3 clusters Score -5486652 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -5486686.500000 Penalty: 3467.750244
	Iteration 34Q: 3 clusters Score -5486686 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -5486713.500000 Penalty: 3467.750244
	Iteration 35Q: 3 clusters Score -5486714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -5486750.000000 Penalty: 3467.750244
	Iteration 36Q: 3 clusters Score -5486750 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5486752.500000 Penalty: 3467.750244
	Iteration 37Q: 3 clusters Score -5486752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -5486800.500000 Penalty: 3467.750244
	Iteration 38Q: 3 clusters Score -5486800 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5486816.500000 Penalty: 3467.750244
	Iteration 39Q: 3 clusters Score -5486816 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -5486840.000000 Penalty: 3467.750244
	Iteration 40F: 3 clusters Score -5486840 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -5486861.500000 Penalty: 3467.750244
	Iteration 41Q: 3 clusters Score -5486862 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5486885.000000 Penalty: 3467.750244
	Iteration 42Q: 3 clusters Score -5486885 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5486895.500000 Penalty: 3467.750244
	Iteration 43Q: 3 clusters Score -5486896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5486931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5486948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5486980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -5487011.500000 Penalty: 3467.750244
	Iteration 47Q: 3 clusters Score -5487012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5487026.000000 Penalty: 3467.750244
	Iteration 48Q: 3 clusters Score -5487026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5487074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5487109.000000 Penalty: 3467.750244
	Iteration 50Q: 3 clusters Score -5487109 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -5487157.000000 Penalty: 3467.750244
	Iteration 51Q: 3 clusters Score -5487157 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -5487183.500000 Penalty: 3467.750244
	Iteration 52Q: 3 clusters Score -5487184 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5487223 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5487231 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5487257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5487280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5487297.500000 Penalty: 3467.750244
	Iteration 57Q: 3 clusters Score -5487298 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5487321.500000 Penalty: 3467.750244
	Iteration 58Q: 3 clusters Score -5487322 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -5487345.500000 Penalty: 3467.750244
	Iteration 59Q: 3 clusters Score -5487346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5487363.500000 Penalty: 3467.750244
	Iteration 60F: 3 clusters Score -5487364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5487399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5487427.500000 Penalty: 3467.750244
	Iteration 62Q: 3 clusters Score -5487428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5487437.000000 Penalty: 3467.750244
	Iteration 63Q: 3 clusters Score -5487437 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5487464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5487467 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5487470 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5487484.500000 Penalty: 3467.750244
	Iteration 67Q: 3 clusters Score -5487484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5487528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5487536.500000 Penalty: 3467.750244
	Iteration 69Q: 3 clusters Score -5487536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5487564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5487579.000000 Penalty: 3467.750244
	Iteration 71Q: 3 clusters Score -5487579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5487603.000000 Penalty: 3467.750244
	Iteration 72Q: 3 clusters Score -5487603 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5487606.000000 Penalty: 3467.750244
	Iteration 73Q: 3 clusters Score -5487606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5487642.000000 Penalty: 3467.750244
	Iteration 74Q: 3 clusters Score -5487642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5487672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5487674 nChanged 172
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Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5487701.500000 Penalty: 3467.750244
	Iteration 77Q: 3 clusters Score -5487702 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5487722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5487738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5487799.500000 Penalty: 3467.750244
	Iteration 80F: 3 clusters Score -5487800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5487821.500000 Penalty: 3467.750244
	Iteration 81Q: 3 clusters Score -5487822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5487871.500000 Penalty: 3467.750244
	Iteration 82Q: 3 clusters Score -5487872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5487916.000000 Penalty: 3467.750244
	Iteration 83Q: 3 clusters Score -5487916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5487968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5488004.500000 Penalty: 3467.750244
	Iteration 85Q: 3 clusters Score -5488004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5488037.000000 Penalty: 3467.750244
	Iteration 86Q: 3 clusters Score -5488037 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5488082.000000 Penalty: 3467.750244
	Iteration 87Q: 3 clusters Score -5488082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5488106.500000 Penalty: 3467.750244
	Iteration 88Q: 3 clusters Score -5488106 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5488165.000000 Penalty: 3467.750244
	Iteration 89Q: 3 clusters Score -5488165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5488212.000000 Penalty: 3467.750244
	Iteration 90Q: 3 clusters Score -5488212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5488213.500000 Penalty: 3467.750244
	Iteration 91Q: 3 clusters Score -5488214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5488231.000000 Penalty: 3467.750244
	Iteration 92Q: 3 clusters Score -5488231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5488240.500000 Penalty: 3467.750244
	Iteration 93Q: 3 clusters Score -5488240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -5488250.500000 Penalty: 3467.750244
	Iteration 94Q: 3 clusters Score -5488250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5488270.000000 Penalty: 3467.750244
	Iteration 95Q: 3 clusters Score -5488270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5488290.500000 Penalty: 3467.750244
	Iteration 96Q: 3 clusters Score -5488290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -5488322.000000 Penalty: 3467.750244
	Iteration 97Q: 3 clusters Score -5488322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -5488314.500000 Penalty: 3467.750244
	Iteration 98Q: 3 clusters Score -5488314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5488336.000000 Penalty: 3467.750244
	Iteration 99Q: 3 clusters Score -5488336 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5488339.500000 Penalty: 3467.750244
	Iteration 100F: 3 clusters Score -5488340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5488351.500000 Penalty: 3467.750244
	Iteration 101Q: 3 clusters Score -5488352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5488373.000000 Penalty: 3467.750244
	Iteration 102Q: 3 clusters Score -5488373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5488380.500000 Penalty: 3467.750244
	Iteration 103Q: 3 clusters Score -5488380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5488395.500000 Penalty: 3467.750244
	Iteration 104Q: 3 clusters Score -5488396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5488402.000000 Penalty: 3467.750244
	Iteration 105Q: 3 clusters Score -5488402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5488423.000000 Penalty: 3467.750244
	Iteration 106Q: 3 clusters Score -5488423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5488427.000000 Penalty: 3467.750244
	Iteration 107Q: 3 clusters Score -5488427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5488437.500000 Penalty: 3467.750244
	Iteration 108Q: 3 clusters Score -5488438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5488444.000000 Penalty: 3467.750244
	Iteration 109Q: 3 clusters Score -5488444 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5488449.000000 Penalty: 3467.750244
	Iteration 110Q: 3 clusters Score -5488449 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5488464.000000 Penalty: 3467.750244
	Iteration 111Q: 3 clusters Score -5488464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5488466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5488459.500000 Penalty: 3467.750244
	Iteration 113Q: 3 clusters Score -5488460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5488467.000000 Penalty: 3467.750244
	Iteration 114Q: 3 clusters Score -5488467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5488477.500000 Penalty: 3467.750244
	Iteration 115Q: 3 clusters Score -5488478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5488478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5488475.000000 Penalty: 3467.750244
	Iteration 117Q: 3 clusters Score -5488475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5488475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5488472.000000 Penalty: 3467.750244
	Iteration 119Q: 3 clusters Score -5488472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5488475.000000 Penalty: 3467.750244
	Iteration 120F: 3 clusters Score -5488475 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5488472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5488471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5488476.000000 Penalty: 3467.750244
	Iteration 123Q: 3 clusters Score -5488476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5488473.000000 Penalty: 3467.750244
	Iteration 124Q: 3 clusters Score -5488473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5488474 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5488472 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5488471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5488471 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5488468.500000 Penalty: 3467.750244
	Iteration 129Q: 3 clusters Score -5488468 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5488474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5488479.500000 Penalty: 3467.750244
	Iteration 131Q: 3 clusters Score -5488480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5488477.500000 Penalty: 3467.750244
	Iteration 132Q: 3 clusters Score -5488478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5488467.000000 Penalty: 3467.750244
	Iteration 133Q: 3 clusters Score -5488467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5488483.000000 Penalty: 3467.750244
	Iteration 134Q: 3 clusters Score -5488483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -5488488.500000 Penalty: 3467.750244
	Iteration 135Q: 3 clusters Score -5488488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5488491.000000 Penalty: 3467.750244
	Iteration 136Q: 3 clusters Score -5488491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5488490.000000 Penalty: 3467.750244
	Iteration 137Q: 3 clusters Score -5488490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5488489.000000 Penalty: 3467.750244
	Iteration 138Q: 3 clusters Score -5488489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5488492.500000 Penalty: 3467.750244
	Iteration 139Q: 3 clusters Score -5488492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5488490.500000 Penalty: 3467.750244
	Iteration 140F: 3 clusters Score -5488490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5488500.000000 Penalty: 3467.750244
	Iteration 141Q: 3 clusters Score -5488500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5488500.500000 Penalty: 3467.750244
	Iteration 142Q: 3 clusters Score -5488500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -5488500.000000 Penalty: 3467.750244
	Iteration 143Q: 3 clusters Score -5488500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5488500.500000 Penalty: 3467.750244
	Iteration 144Q: 3 clusters Score -5488500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -5488506.500000 Penalty: 3467.750244
	Iteration 145Q: 3 clusters Score -5488506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5488504.500000 Penalty: 3467.750244
	Iteration 146Q: 3 clusters Score -5488504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5488505.000000 Penalty: 3467.750244
	Iteration 147Q: 3 clusters Score -5488505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5488501.000000 Penalty: 3467.750244
	Iteration 148Q: 3 clusters Score -5488501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -5488508.000000 Penalty: 3467.750244
	Iteration 149Q: 3 clusters Score -5488508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5488498.500000 Penalty: 3467.750244
	Iteration 150Q: 3 clusters Score -5488498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5488499.000000 Penalty: 3467.750244
	Iteration 151Q: 3 clusters Score -5488499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5488501.500000 Penalty: 3467.750244
	Iteration 152Q: 3 clusters Score -5488502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5488511.500000 Penalty: 3467.750244
	Iteration 153Q: 3 clusters Score -5488512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -5488514.500000 Penalty: 3467.750244
	Iteration 154Q: 3 clusters Score -5488514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5488514.500000 Penalty: 3467.750244
	Iteration 155Q: 3 clusters Score -5488514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5488517.500000 Penalty: 3467.750244
	Iteration 156Q: 3 clusters Score -5488518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5488512.000000 Penalty: 3467.750244
	Iteration 157Q: 3 clusters Score -5488512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5488514.000000 Penalty: 3467.750244
	Iteration 158Q: 3 clusters Score -5488514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5488513.500000 Penalty: 3467.750244
	Iteration 159Q: 3 clusters Score -5488514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5488528.000000 Penalty: 3467.750244
	Iteration 160F: 3 clusters Score -5488528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5488533.000000 Penalty: 3467.750244
	Iteration 161Q: 3 clusters Score -5488533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5488542.500000 Penalty: 3467.750244
	Iteration 162Q: 3 clusters Score -5488542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5488537.500000 Penalty: 3467.750244
	Iteration 163Q: 3 clusters Score -5488538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5488549.000000 Penalty: 3467.750244
	Iteration 164Q: 3 clusters Score -5488549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5488538.000000 Penalty: 3467.750244
	Iteration 165Q: 3 clusters Score -5488538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5488536.500000 Penalty: 3467.750244
	Iteration 166Q: 3 clusters Score -5488536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5488547.000000 Penalty: 3467.750244
	Iteration 167Q: 3 clusters Score -5488547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5488549.500000 Penalty: 3467.750244
	Iteration 168Q: 3 clusters Score -5488550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5488548.000000 Penalty: 3467.750244
	Iteration 169Q: 3 clusters Score -5488548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5488551.500000 Penalty: 3467.750244
	Iteration 170Q: 3 clusters Score -5488552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5488553.000000 Penalty: 3467.750244
	Iteration 171Q: 3 clusters Score -5488553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5488563.500000 Penalty: 3467.750244
	Iteration 172Q: 3 clusters Score -5488564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5488562.000000 Penalty: 3467.750244
	Iteration 173Q: 3 clusters Score -5488562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5488564.000000 Penalty: 3467.750244
	Iteration 174Q: 3 clusters Score -5488564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5488590.500000 Penalty: 3467.750244
	Iteration 175Q: 3 clusters Score -5488590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5488608.500000 Penalty: 3467.750244
	Iteration 176Q: 3 clusters Score -5488608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5488610.500000 Penalty: 3467.750244
	Iteration 177Q: 3 clusters Score -5488610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5488611.000000 Penalty: 3467.750244
	Iteration 178Q: 3 clusters Score -5488611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5488608.000000 Penalty: 3467.750244
	Iteration 179Q: 3 clusters Score -5488608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5488615.000000 Penalty: 3467.750244
	Iteration 180F: 3 clusters Score -5488615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5488610.500000 Penalty: 3467.750244
	Iteration 181Q: 3 clusters Score -5488610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5488616.000000 Penalty: 3467.750244
	Iteration 182Q: 3 clusters Score -5488616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5488616.500000 Penalty: 3467.750244
	Iteration 183Q: 3 clusters Score -5488616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5488619.500000 Penalty: 3467.750244
	Iteration 184Q: 3 clusters Score -5488620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5488625.000000 Penalty: 3467.750244
	Iteration 185Q: 3 clusters Score -5488625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5488624.500000 Penalty: 3467.750244
	Iteration 186Q: 3 clusters Score -5488624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -5488620.500000 Penalty: 3467.750244
	Iteration 187Q: 3 clusters Score -5488620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5488626.000000 Penalty: 3467.750244
	Iteration 188Q: 3 clusters Score -5488626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5488625.500000 Penalty: 3467.750244
	Iteration 189Q: 3 clusters Score -5488626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5488626.000000 Penalty: 3467.750244
	Iteration 190Q: 3 clusters Score -5488626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5488629.000000 Penalty: 3467.750244
	Iteration 191Q: 3 clusters Score -5488629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5488628.000000 Penalty: 3467.750244
	Iteration 192Q: 3 clusters Score -5488628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5488628.000000 Penalty: 3467.750244
	Iteration 193F: 3 clusters Score -5488628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -520271.375000 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -520271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -516683.781250 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -516683.8 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -517714.343750 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -517714.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -517910.437500 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -517910.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -518018.750000 Penalty: 2729.336670
	Iteration 3F: 3 clusters Score -518018.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -518084.968750 Penalty: 2729.336670
	Iteration 4Q: 3 clusters Score -518085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -518129.343750 Penalty: 2729.336670
	Iteration 5Q: 3 clusters Score -518129.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -518162.125000 Penalty: 2729.336670
	Iteration 6Q: 3 clusters Score -518162.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -518184.500000 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -518184.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -518206.468750 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -518206.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -518234.656250 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -518234.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -518267.125000 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -518267.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -518304.281250 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -518304.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -518356.312500 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -518356.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -518427.000000 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -518427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -518510.031250 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -518510 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -518610.500000 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -518610.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -518733.531250 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -518733.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -518860.281250 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -518860.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -518985.875000 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -518985.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -519089.406250 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -519089.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -519181.031250 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -519181 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -519251.187500 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -519251.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -519308.718750 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -519308.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -519351.968750 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -519352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -519381.937500 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -519381.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -519402.468750 Penalty: 2729.336670
	Iteration 25Q: 3 clusters Score -519402.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -519422.000000 Penalty: 2729.336670
	Iteration 26Q: 3 clusters Score -519422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -519439.593750 Penalty: 2729.336670
	Iteration 27Q: 3 clusters Score -519439.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -519453.562500 Penalty: 2729.336670
	Iteration 28Q: 3 clusters Score -519453.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -519460.000000 Penalty: 2729.336670
	Iteration 29Q: 3 clusters Score -519460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -519464.156250 Penalty: 2729.336670
	Iteration 30Q: 3 clusters Score -519464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -519466.500000 Penalty: 2729.336670
	Iteration 31Q: 3 clusters Score -519466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -519468.187500 Penalty: 2729.336670
	Iteration 32Q: 3 clusters Score -519468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -519469.343750 Penalty: 2729.336670
	Iteration 33Q: 3 clusters Score -519469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -519470.781250 Penalty: 2729.336670
	Iteration 34Q: 3 clusters Score -519470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -519470.656250 Penalty: 2729.336670
	Iteration 35Q: 3 clusters Score -519470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -519471.531250 Penalty: 2729.336670
	Iteration 36Q: 3 clusters Score -519471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -519471.531250 Penalty: 2729.336670
	Iteration 37F: 3 clusters Score -519471.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Entering Unmasked Estep 
Score: -3399556.000000 Penalty: 1656.255859
	Iteration 0F: 2 clusters Score -3399556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3381586.000000 Penalty: 3312.511719
	Iteration 0F: 3 clusters Score -3381586 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3388317.750000 Penalty: 3312.511719
	Iteration 1F: 3 clusters Score -3388318 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3388882.500000 Penalty: 3312.511719
	Iteration 2F: 3 clusters Score -3388882 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3389510.250000 Penalty: 3312.511719
	Iteration 3F: 3 clusters Score -3389510 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3390268.500000 Penalty: 3312.511719
	Iteration 4F: 3 clusters Score -3390268 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3391254.500000 Penalty: 3312.511719
	Iteration 5F: 3 clusters Score -3391254 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3392447.500000 Penalty: 3312.511719
	Iteration 6F: 3 clusters Score -3392448 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3393823.500000 Penalty: 3312.511719
	Iteration 7F: 3 clusters Score -3393824 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3395242.500000 Penalty: 3312.511719
	Iteration 8F: 3 clusters Score -3395242 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3396297.750000 Penalty: 3312.511719
	Iteration 9Q: 3 clusters Score -3396298 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3397031.250000 Penalty: 3312.511719
	Iteration 10Q: 3 clusters Score -3397031 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3397466.000000 Penalty: 3312.511719
	Iteration 11Q: 3 clusters Score -3397466 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3397726.500000 Penalty: 3312.511719
	Iteration 12Q: 3 clusters Score -3397726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3397878.000000 Penalty: 3312.511719
	Iteration 13Q: 3 clusters Score -3397878 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3397957.500000 Penalty: 3312.511719
	Iteration 14Q: 3 clusters Score -3397958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3398009.500000 Penalty: 3312.511719
	Iteration 15Q: 3 clusters Score -3398010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3398031.750000 Penalty: 3312.511719
	Iteration 16Q: 3 clusters Score -3398032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3398053.250000 Penalty: 3312.511719
	Iteration 17Q: 3 clusters Score -3398053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3398064.750000 Penalty: 3312.511719
	Iteration 18Q: 3 clusters Score -3398065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3398071.500000 Penalty: 3312.511719
	Iteration 19Q: 3 clusters Score -3398072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3398081.750000 Penalty: 3312.511719
	Iteration 20F: 3 clusters Score -3398082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3398088.750000 Penalty: 3312.511719
	Iteration 21Q: 3 clusters Score -3398089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3398095.000000 Penalty: 3312.511719
	Iteration 22Q: 3 clusters Score -3398095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3398102.250000 Penalty: 3312.511719
	Iteration 23Q: 3 clusters Score -3398102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3398106.250000 Penalty: 3312.511719
	Iteration 24Q: 3 clusters Score -3398106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3398114.750000 Penalty: 3312.511719
	Iteration 25Q: 3 clusters Score -3398115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3398116.750000 Penalty: 3312.511719
	Iteration 26Q: 3 clusters Score -3398117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3398118.000000 Penalty: 3312.511719
	Iteration 27Q: 3 clusters Score -3398118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3398123.750000 Penalty: 3312.511719
	Iteration 28Q: 3 clusters Score -3398124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3398131.750000 Penalty: 3312.511719
	Iteration 29Q: 3 clusters Score -3398132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3398141.250000 Penalty: 3312.511719
	Iteration 30Q: 3 clusters Score -3398141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3398140.000000 Penalty: 3312.511719
	Iteration 31Q: 3 clusters Score -3398140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3398142.250000 Penalty: 3312.511719
	Iteration 32Q: 3 clusters Score -3398142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3398142.750000 Penalty: 3312.511719
	Iteration 33Q: 3 clusters Score -3398143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3398144.000000 Penalty: 3312.511719
	Iteration 34Q: 3 clusters Score -3398144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3398150.750000 Penalty: 3312.511719
	Iteration 35Q: 3 clusters Score -3398151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3398158.250000 Penalty: 3312.511719
	Iteration 36Q: 3 clusters Score -3398158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3398160.750000 Penalty: 3312.511719
	Iteration 37Q: 3 clusters Score -3398161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3398165.250000 Penalty: 3312.511719
	Iteration 38Q: 3 clusters Score -3398165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3398164.500000 Penalty: 3312.511719
	Iteration 39Q: 3 clusters Score -3398164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3398166.750000 Penalty: 3312.511719
	Iteration 40F: 3 clusters Score -3398167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3398167.250000 Penalty: 3312.511719
	Iteration 41Q: 3 clusters Score -3398167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3398167.750000 Penalty: 3312.511719
	Iteration 42Q: 3 clusters Score -3398168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3398172.250000 Penalty: 3312.511719
	Iteration 43Q: 3 clusters Score -3398172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3398172.250000 Penalty: 3312.511719
	Iteration 44F: 3 clusters Score -3398172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20400.548828 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20400.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20853.222656 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20853.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21170.562500 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21170.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21425.291016 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21425.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21581.294922 Penalty: 1871.643066
	Iteration 4F: 3 clusters Score -21581.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21649.966797 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21649.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21721.005859 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21721.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21744.763672 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21744.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21762.648438 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21762.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21762.648438 Penalty: 1871.643066
	Iteration 9F: 3 clusters Score -21762.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 58809 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77387 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 110 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 20 contains 85548 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 70642 members 
Entering Unmasked Estep 
Score: -61628236.000000 Penalty: 38346.355469
Splitting cluster 18 changes total score from -61628884.000000 to -61628236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (85548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Entering Unmasked Estep 
Score: -10907971.000000 Penalty: 1845.485229
	Iteration 0F: 2 clusters Score -1.090797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -10853448.000000 Penalty: 3690.970459
	Iteration 0F: 3 clusters Score -1.085345e+07 nChanged 40721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -10876935.000000 Penalty: 3690.970459
	Iteration 1F: 3 clusters Score -1.087694e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -10877598.000000 Penalty: 3690.970459
	Iteration 2Q: 3 clusters Score -1.08776e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -10878684.000000 Penalty: 3690.970459
	Iteration 3Q: 3 clusters Score -1.087868e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -10880353.000000 Penalty: 3690.970459
	Iteration 4Q: 3 clusters Score -1.088035e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -10883235.000000 Penalty: 3690.970459
	Iteration 5Q: 3 clusters Score -1.088324e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -10886967.000000 Penalty: 3690.970459
	Iteration 6F: 3 clusters Score -1.088697e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -10890913.000000 Penalty: 3690.970459
	Iteration 7F: 3 clusters Score -1.089091e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -10894414.000000 Penalty: 3690.970459
	Iteration 8F: 3 clusters Score -1.089441e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -10897141.000000 Penalty: 3690.970459
	Iteration 9F: 3 clusters Score -1.089714e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -10899158.000000 Penalty: 3690.970459
	Iteration 10Q: 3 clusters Score -1.089916e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -10900628.000000 Penalty: 3690.970459
	Iteration 11Q: 3 clusters Score -1.090063e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -10901610.000000 Penalty: 3690.970459
	Iteration 12Q: 3 clusters Score -1.090161e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -10902350.000000 Penalty: 3690.970459
	Iteration 13Q: 3 clusters Score -1.090235e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -10902903.000000 Penalty: 3690.970459
	Iteration 14Q: 3 clusters Score -1.09029e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -10903373.000000 Penalty: 3690.970459
	Iteration 15Q: 3 clusters Score -1.090337e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -10903675.000000 Penalty: 3690.970459
	Iteration 16Q: 3 clusters Score -1.090368e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -10903885.000000 Penalty: 3690.970459
	Iteration 17Q: 3 clusters Score -1.090388e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -10904058.000000 Penalty: 3690.970459
	Iteration 18Q: 3 clusters Score -1.090406e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -10904219.000000 Penalty: 3690.970459
	Iteration 19Q: 3 clusters Score -1.090422e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -10904347.000000 Penalty: 3690.970459
	Iteration 20F: 3 clusters Score -1.090435e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -10904594.000000 Penalty: 3690.970459
	Iteration 21Q: 3 clusters Score -1.090459e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -10904692.000000 Penalty: 3690.970459
	Iteration 22Q: 3 clusters Score -1.090469e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -10904806.000000 Penalty: 3690.970459
	Iteration 23Q: 3 clusters Score -1.090481e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -10904944.000000 Penalty: 3690.970459
	Iteration 24Q: 3 clusters Score -1.090494e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -10905103.000000 Penalty: 3690.970459
	Iteration 25Q: 3 clusters Score -1.09051e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -10905250.000000 Penalty: 3690.970459
	Iteration 26Q: 3 clusters Score -1.090525e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -10905437.000000 Penalty: 3690.970459
	Iteration 27Q: 3 clusters Score -1.090544e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -10905634.000000 Penalty: 3690.970459
	Iteration 28Q: 3 clusters Score -1.090563e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -10905823.000000 Penalty: 3690.970459
	Iteration 29Q: 3 clusters Score -1.090582e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -10905989.000000 Penalty: 3690.970459
	Iteration 30Q: 3 clusters Score -1.090599e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -10906076.000000 Penalty: 3690.970459
	Iteration 31Q: 3 clusters Score -1.090608e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -10906161.000000 Penalty: 3690.970459
	Iteration 32Q: 3 clusters Score -1.090616e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -10906211.000000 Penalty: 3690.970459
	Iteration 33Q: 3 clusters Score -1.090621e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -10906242.000000 Penalty: 3690.970459
	Iteration 34Q: 3 clusters Score -1.090624e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -10906303.000000 Penalty: 3690.970459
	Iteration 35Q: 3 clusters Score -1.09063e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -10906284.000000 Penalty: 3690.970459
	Iteration 36Q: 3 clusters Score -1.090628e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -10906286.000000 Penalty: 3690.970459
	Iteration 37Q: 3 clusters Score -1.090629e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -10906309.000000 Penalty: 3690.970459
	Iteration 38Q: 3 clusters Score -1.090631e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -10906292.000000 Penalty: 3690.970459
	Iteration 39Q: 3 clusters Score -1.090629e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -10906295.000000 Penalty: 3690.970459
	Iteration 40F: 3 clusters Score -1.09063e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -10906298.000000 Penalty: 3690.970459
	Iteration 41Q: 3 clusters Score -1.09063e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -10906303.000000 Penalty: 3690.970459
	Iteration 42Q: 3 clusters Score -1.09063e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10906294.000000 Penalty: 3690.970459
	Iteration 43Q: 3 clusters Score -1.090629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -10906288.000000 Penalty: 3690.970459
	Iteration 44Q: 3 clusters Score -1.090629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -10906282.000000 Penalty: 3690.970459
	Iteration 45Q: 3 clusters Score -1.090628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -10906292.000000 Penalty: 3690.970459
	Iteration 46Q: 3 clusters Score -1.090629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -10906285.000000 Penalty: 3690.970459
	Iteration 47Q: 3 clusters Score -1.090628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -10906283.000000 Penalty: 3690.970459
	Iteration 48Q: 3 clusters Score -1.090628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -10906307.000000 Penalty: 3690.970459
	Iteration 49Q: 3 clusters Score -1.090631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -10906317.000000 Penalty: 3690.970459
	Iteration 50Q: 3 clusters Score -1.090632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -10906306.000000 Penalty: 3690.970459
	Iteration 51Q: 3 clusters Score -1.090631e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -10906294.000000 Penalty: 3690.970459
	Iteration 52Q: 3 clusters Score -1.090629e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -10906284.000000 Penalty: 3690.970459
	Iteration 53Q: 3 clusters Score -1.090628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -10906283.000000 Penalty: 3690.970459
	Iteration 54Q: 3 clusters Score -1.090628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -10906282.000000 Penalty: 3690.970459
	Iteration 55Q: 3 clusters Score -1.090628e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -10906282.000000 Penalty: 3690.970459
	Iteration 56Q: 3 clusters Score -1.090628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -10906266.000000 Penalty: 3690.970459
	Iteration 57Q: 3 clusters Score -1.090627e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -10906273.000000 Penalty: 3690.970459
	Iteration 58Q: 3 clusters Score -1.090627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -10906283.000000 Penalty: 3690.970459
	Iteration 59Q: 3 clusters Score -1.090628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -10906283.000000 Penalty: 3690.970459
	Iteration 60F: 3 clusters Score -1.090628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -10906279.000000 Penalty: 3690.970459
	Iteration 61Q: 3 clusters Score -1.090628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -10906279.000000 Penalty: 3690.970459
	Iteration 62Q: 3 clusters Score -1.090628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -10906287.000000 Penalty: 3690.970459
	Iteration 63Q: 3 clusters Score -1.090629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -10906276.000000 Penalty: 3690.970459
	Iteration 64Q: 3 clusters Score -1.090628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -10906283.000000 Penalty: 3690.970459
	Iteration 65Q: 3 clusters Score -1.090628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -10906289.000000 Penalty: 3690.970459
	Iteration 66Q: 3 clusters Score -1.090629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -10906290.000000 Penalty: 3690.970459
	Iteration 67Q: 3 clusters Score -1.090629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -10906289.000000 Penalty: 3690.970459
	Iteration 68Q: 3 clusters Score -1.090629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -10906297.000000 Penalty: 3690.970459
	Iteration 69Q: 3 clusters Score -1.09063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -10906309.000000 Penalty: 3690.970459
	Iteration 70Q: 3 clusters Score -1.090631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -10906301.000000 Penalty: 3690.970459
	Iteration 71Q: 3 clusters Score -1.09063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -10906300.000000 Penalty: 3690.970459
	Iteration 72Q: 3 clusters Score -1.09063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -10906303.000000 Penalty: 3690.970459
	Iteration 73Q: 3 clusters Score -1.09063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -10906310.000000 Penalty: 3690.970459
	Iteration 74Q: 3 clusters Score -1.090631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -10906308.000000 Penalty: 3690.970459
	Iteration 75Q: 3 clusters Score -1.090631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -10906310.000000 Penalty: 3690.970459
	Iteration 76Q: 3 clusters Score -1.090631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -10906308.000000 Penalty: 3690.970459
	Iteration 77Q: 3 clusters Score -1.090631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -10906298.000000 Penalty: 3690.970459
	Iteration 78Q: 3 clusters Score -1.09063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -10906306.000000 Penalty: 3690.970459
	Iteration 79Q: 3 clusters Score -1.090631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -10906315.000000 Penalty: 3690.970459
	Iteration 80F: 3 clusters Score -1.090632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -10906304.000000 Penalty: 3690.970459
	Iteration 81Q: 3 clusters Score -1.09063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -10906310.000000 Penalty: 3690.970459
	Iteration 82Q: 3 clusters Score -1.090631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -10906302.000000 Penalty: 3690.970459
	Iteration 83Q: 3 clusters Score -1.09063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -10906297.000000 Penalty: 3690.970459
	Iteration 84Q: 3 clusters Score -1.09063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -10906291.000000 Penalty: 3690.970459
	Iteration 85Q: 3 clusters Score -1.090629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -10906291.000000 Penalty: 3690.970459
	Iteration 86Q: 3 clusters Score -1.090629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -10906300.000000 Penalty: 3690.970459
	Iteration 87Q: 3 clusters Score -1.09063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -10906294.000000 Penalty: 3690.970459
	Iteration 88Q: 3 clusters Score -1.090629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -10906298.000000 Penalty: 3690.970459
	Iteration 89Q: 3 clusters Score -1.09063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -10906299.000000 Penalty: 3690.970459
	Iteration 90Q: 3 clusters Score -1.09063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -10906297.000000 Penalty: 3690.970459
	Iteration 91Q: 3 clusters Score -1.09063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -10906295.000000 Penalty: 3690.970459
	Iteration 92Q: 3 clusters Score -1.09063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -10906295.000000 Penalty: 3690.970459
	Iteration 93F: 3 clusters Score -1.09063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -2583091.500000 Penalty: 1612.502686
	Iteration 0F: 2 clusters Score -2583092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2569148.500000 Penalty: 3225.005371
	Iteration 0F: 3 clusters Score -2569148 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2574289.250000 Penalty: 3225.005371
	Iteration 1F: 3 clusters Score -2574289 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2574659.000000 Penalty: 3225.005371
	Iteration 2Q: 3 clusters Score -2574659 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2575067.000000 Penalty: 3225.005371
	Iteration 3Q: 3 clusters Score -2575067 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2575532.250000 Penalty: 3225.005371
	Iteration 4Q: 3 clusters Score -2575532 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2576154.250000 Penalty: 3225.005371
	Iteration 5F: 3 clusters Score -2576154 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2577073.500000 Penalty: 3225.005371
	Iteration 6F: 3 clusters Score -2577074 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2578272.750000 Penalty: 3225.005371
	Iteration 7F: 3 clusters Score -2578273 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2579510.250000 Penalty: 3225.005371
	Iteration 8F: 3 clusters Score -2579510 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2580510.000000 Penalty: 3225.005371
	Iteration 9F: 3 clusters Score -2580510 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2581105.250000 Penalty: 3225.005371
	Iteration 10Q: 3 clusters Score -2581105 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2581395.250000 Penalty: 3225.005371
	Iteration 11Q: 3 clusters Score -2581395 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2581554.500000 Penalty: 3225.005371
	Iteration 12Q: 3 clusters Score -2581554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2581640.000000 Penalty: 3225.005371
	Iteration 13Q: 3 clusters Score -2581640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2581679.500000 Penalty: 3225.005371
	Iteration 14Q: 3 clusters Score -2581680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2581694.250000 Penalty: 3225.005371
	Iteration 15Q: 3 clusters Score -2581694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2581705.250000 Penalty: 3225.005371
	Iteration 16Q: 3 clusters Score -2581705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2581710.750000 Penalty: 3225.005371
	Iteration 17Q: 3 clusters Score -2581711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2581712.250000 Penalty: 3225.005371
	Iteration 18Q: 3 clusters Score -2581712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2581714.500000 Penalty: 3225.005371
	Iteration 19Q: 3 clusters Score -2581714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2581717.250000 Penalty: 3225.005371
	Iteration 20F: 3 clusters Score -2581717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2581724.250000 Penalty: 3225.005371
	Iteration 21Q: 3 clusters Score -2581724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2581733.500000 Penalty: 3225.005371
	Iteration 22Q: 3 clusters Score -2581734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2581746.750000 Penalty: 3225.005371
	Iteration 23Q: 3 clusters Score -2581747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2581764.250000 Penalty: 3225.005371
	Iteration 24Q: 3 clusters Score -2581764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2581769.000000 Penalty: 3225.005371
	Iteration 25Q: 3 clusters Score -2581769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2581775.000000 Penalty: 3225.005371
	Iteration 26Q: 3 clusters Score -2581775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2581781.500000 Penalty: 3225.005371
	Iteration 27Q: 3 clusters Score -2581782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2581788.000000 Penalty: 3225.005371
	Iteration 28Q: 3 clusters Score -2581788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2581790.000000 Penalty: 3225.005371
	Iteration 29Q: 3 clusters Score -2581790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2581800.000000 Penalty: 3225.005371
	Iteration 30Q: 3 clusters Score -2581800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2581802.500000 Penalty: 3225.005371
	Iteration 31Q: 3 clusters Score -2581802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2581801.000000 Penalty: 3225.005371
	Iteration 32Q: 3 clusters Score -2581801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2581801.000000 Penalty: 3225.005371
	Iteration 33F: 3 clusters Score -2581801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Entering Unmasked Estep 
Score: -9000598.000000 Penalty: 1814.374268
	Iteration 0F: 2 clusters Score -9000598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8954230.000000 Penalty: 3628.748535
	Iteration 0F: 3 clusters Score -8954230 nChanged 33582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -8973986.000000 Penalty: 3628.748535
	Iteration 1F: 3 clusters Score -8973986 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8974845.000000 Penalty: 3628.748535
	Iteration 2Q: 3 clusters Score -8974845 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -8975952.000000 Penalty: 3628.748535
	Iteration 3Q: 3 clusters Score -8975952 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -8977698.000000 Penalty: 3628.748535
	Iteration 4F: 3 clusters Score -8977698 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8980387.000000 Penalty: 3628.748535
	Iteration 5F: 3 clusters Score -8980387 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8983969.000000 Penalty: 3628.748535
	Iteration 6F: 3 clusters Score -8983969 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -8987961.000000 Penalty: 3628.748535
	Iteration 7F: 3 clusters Score -8987961 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -8992034.000000 Penalty: 3628.748535
	Iteration 8F: 3 clusters Score -8992034 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -8995492.000000 Penalty: 3628.748535
	Iteration 9F: 3 clusters Score -8995492 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -8997854.000000 Penalty: 3628.748535
	Iteration 10Q: 3 clusters Score -8997854 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -8998983.000000 Penalty: 3628.748535
	Iteration 11Q: 3 clusters Score -8998983 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -8999472.000000 Penalty: 3628.748535
	Iteration 12Q: 3 clusters Score -8999472 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -8999746.000000 Penalty: 3628.748535
	Iteration 13Q: 3 clusters Score -8999746 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -8999860.000000 Penalty: 3628.748535
	Iteration 14Q: 3 clusters Score -8999860 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -8999973.000000 Penalty: 3628.748535
	Iteration 15Q: 3 clusters Score -8999973 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -9000057.000000 Penalty: 3628.748535
	Iteration 16Q: 3 clusters Score -9000057 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -9000112.000000 Penalty: 3628.748535
	Iteration 17Q: 3 clusters Score -9000112 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -9000127.000000 Penalty: 3628.748535
	Iteration 18Q: 3 clusters Score -9000127 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -9000177.000000 Penalty: 3628.748535
	Iteration 19Q: 3 clusters Score -9000177 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -9000194.000000 Penalty: 3628.748535
	Iteration 20F: 3 clusters Score -9000194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -9000201.000000 Penalty: 3628.748535
	Iteration 21Q: 3 clusters Score -9000201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -9000214.000000 Penalty: 3628.748535
	Iteration 22Q: 3 clusters Score -9000214 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -9000233.000000 Penalty: 3628.748535
	Iteration 23Q: 3 clusters Score -9000233 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -9000229.000000 Penalty: 3628.748535
	Iteration 24Q: 3 clusters Score -9000229 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -9000262.000000 Penalty: 3628.748535
	Iteration 25Q: 3 clusters Score -9000262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -9000267.000000 Penalty: 3628.748535
	Iteration 26Q: 3 clusters Score -9000267 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -9000249.000000 Penalty: 3628.748535
	Iteration 27Q: 3 clusters Score -9000249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -9000280.000000 Penalty: 3628.748535
	Iteration 28Q: 3 clusters Score -9000280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -9000309.000000 Penalty: 3628.748535
	Iteration 29Q: 3 clusters Score -9000309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -9000299.000000 Penalty: 3628.748535
	Iteration 30Q: 3 clusters Score -9000299 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -9000309.000000 Penalty: 3628.748535
	Iteration 31Q: 3 clusters Score -9000309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -9000317.000000 Penalty: 3628.748535
	Iteration 32Q: 3 clusters Score -9000317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -9000314.000000 Penalty: 3628.748535
	Iteration 33Q: 3 clusters Score -9000314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -9000339.000000 Penalty: 3628.748535
	Iteration 34Q: 3 clusters Score -9000339 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -9000361.000000 Penalty: 3628.748535
	Iteration 35Q: 3 clusters Score -9000361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -9000391.000000 Penalty: 3628.748535
	Iteration 36Q: 3 clusters Score -9000391 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -9000392.000000 Penalty: 3628.748535
	Iteration 37Q: 3 clusters Score -9000392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -9000380.000000 Penalty: 3628.748535
	Iteration 38Q: 3 clusters Score -9000380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -9000407.000000 Penalty: 3628.748535
	Iteration 39Q: 3 clusters Score -9000407 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -9000435.000000 Penalty: 3628.748535
	Iteration 40F: 3 clusters Score -9000435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -9000449.000000 Penalty: 3628.748535
	Iteration 41Q: 3 clusters Score -9000449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -9000469.000000 Penalty: 3628.748535
	Iteration 42Q: 3 clusters Score -9000469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -9000455.000000 Penalty: 3628.748535
	Iteration 43Q: 3 clusters Score -9000455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -9000452.000000 Penalty: 3628.748535
	Iteration 44Q: 3 clusters Score -9000452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -9000470.000000 Penalty: 3628.748535
	Iteration 45Q: 3 clusters Score -9000470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -9000483.000000 Penalty: 3628.748535
	Iteration 46Q: 3 clusters Score -9000483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -9000471.000000 Penalty: 3628.748535
	Iteration 47Q: 3 clusters Score -9000471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -9000471.000000 Penalty: 3628.748535
	Iteration 48Q: 3 clusters Score -9000471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -9000489.000000 Penalty: 3628.748535
	Iteration 49Q: 3 clusters Score -9000489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 3628.748535
	Iteration 50Q: 3 clusters Score -9000496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -9000488.000000 Penalty: 3628.748535
	Iteration 51Q: 3 clusters Score -9000488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -9000489.000000 Penalty: 3628.748535
	Iteration 52Q: 3 clusters Score -9000489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -9000482.000000 Penalty: 3628.748535
	Iteration 53Q: 3 clusters Score -9000482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -9000499.000000 Penalty: 3628.748535
	Iteration 54Q: 3 clusters Score -9000499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -9000516.000000 Penalty: 3628.748535
	Iteration 55Q: 3 clusters Score -9000516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9000516.000000 Penalty: 3628.748535
	Iteration 56Q: 3 clusters Score -9000516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -9000516.000000 Penalty: 3628.748535
	Iteration 57Q: 3 clusters Score -9000516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -9000509.000000 Penalty: 3628.748535
	Iteration 58Q: 3 clusters Score -9000509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -9000505.000000 Penalty: 3628.748535
	Iteration 59Q: 3 clusters Score -9000505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 3628.748535
	Iteration 60F: 3 clusters Score -9000508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -9000510.000000 Penalty: 3628.748535
	Iteration 61Q: 3 clusters Score -9000510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -9000520.000000 Penalty: 3628.748535
	Iteration 62Q: 3 clusters Score -9000520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -9000523.000000 Penalty: 3628.748535
	Iteration 63Q: 3 clusters Score -9000523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -9000520.000000 Penalty: 3628.748535
	Iteration 64Q: 3 clusters Score -9000520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -9000524.000000 Penalty: 3628.748535
	Iteration 65Q: 3 clusters Score -9000524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -9000531.000000 Penalty: 3628.748535
	Iteration 66Q: 3 clusters Score -9000531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -9000539.000000 Penalty: 3628.748535
	Iteration 67Q: 3 clusters Score -9000539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -9000530.000000 Penalty: 3628.748535
	Iteration 68Q: 3 clusters Score -9000530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -9000531.000000 Penalty: 3628.748535
	Iteration 69Q: 3 clusters Score -9000531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -9000536.000000 Penalty: 3628.748535
	Iteration 70Q: 3 clusters Score -9000536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -9000519.000000 Penalty: 3628.748535
	Iteration 71Q: 3 clusters Score -9000519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -9000519.000000 Penalty: 3628.748535
	Iteration 72Q: 3 clusters Score -9000519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -9000511.000000 Penalty: 3628.748535
	Iteration 73Q: 3 clusters Score -9000511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -9000496.000000 Penalty: 3628.748535
	Iteration 74Q: 3 clusters Score -9000496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -9000499.000000 Penalty: 3628.748535
	Iteration 75Q: 3 clusters Score -9000499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -9000503.000000 Penalty: 3628.748535
	Iteration 76Q: 3 clusters Score -9000503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -9000510.000000 Penalty: 3628.748535
	Iteration 77Q: 3 clusters Score -9000510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9000505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -9000505.000000 Penalty: 3628.748535
	Iteration 79Q: 3 clusters Score -9000505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -9000502.000000 Penalty: 3628.748535
	Iteration 80F: 3 clusters Score -9000502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -9000498.000000 Penalty: 3628.748535
	Iteration 81Q: 3 clusters Score -9000498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -9000499.000000 Penalty: 3628.748535
	Iteration 82Q: 3 clusters Score -9000499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -9000497.000000 Penalty: 3628.748535
	Iteration 83Q: 3 clusters Score -9000497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -9000503.000000 Penalty: 3628.748535
	Iteration 84Q: 3 clusters Score -9000503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -9000498.000000 Penalty: 3628.748535
	Iteration 85Q: 3 clusters Score -9000498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 3628.748535
	Iteration 86Q: 3 clusters Score -9000508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -9000502.000000 Penalty: 3628.748535
	Iteration 87Q: 3 clusters Score -9000502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -9000513.000000 Penalty: 3628.748535
	Iteration 88Q: 3 clusters Score -9000513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -9000511.000000 Penalty: 3628.748535
	Iteration 89Q: 3 clusters Score -9000511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -9000514.000000 Penalty: 3628.748535
	Iteration 90Q: 3 clusters Score -9000514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -9000515.000000 Penalty: 3628.748535
	Iteration 91Q: 3 clusters Score -9000515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -9000522.000000 Penalty: 3628.748535
	Iteration 92Q: 3 clusters Score -9000522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -9000512.000000 Penalty: 3628.748535
	Iteration 93Q: 3 clusters Score -9000512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -9000519.000000 Penalty: 3628.748535
	Iteration 94Q: 3 clusters Score -9000519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -9000514.000000 Penalty: 3628.748535
	Iteration 95Q: 3 clusters Score -9000514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9000519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -9000516.000000 Penalty: 3628.748535
	Iteration 97Q: 3 clusters Score -9000516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -9000520.000000 Penalty: 3628.748535
	Iteration 98Q: 3 clusters Score -9000520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -9000524.000000 Penalty: 3628.748535
	Iteration 99Q: 3 clusters Score -9000524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -9000525.000000 Penalty: 3628.748535
	Iteration 100F: 3 clusters Score -9000525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9000524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
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	Iteration 102F: 3 clusters Score -9000524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 58809 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77387 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85548 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 70642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 18 clusters Score -6.162881e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 58820 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77526 members 
Mstep: Class 5 contains 35859 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 43061 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 26702 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 85276 members 
Mstep: Class 21 contains 20398 members 
Mstep: Class 22 contains 70663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 18 clusters Score -6.162887e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 58833 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77677 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 43070 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 26704 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84999 members 
Mstep: Class 21 contains 20394 members 
Mstep: Class 22 contains 70702 members 
Entering Unmasked Estep 
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Iteration 281Q: 18 clusters Score -6.162892e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 58841 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77810 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 43087 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 26710 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84724 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 70757 members 
Entering Unmasked Estep 
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Iteration 282Q: 18 clusters Score -6.162888e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 58849 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 35843 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5086 members 
Mstep: Class 14 contains 43106 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 26719 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84480 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 70829 members 
Entering Unmasked Estep 
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Iteration 283Q: 18 clusters Score -6.162888e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 58858 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78013 members 
Mstep: Class 5 contains 35835 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 14 contains 43122 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 26721 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84251 members 
Mstep: Class 21 contains 20367 members 
Mstep: Class 22 contains 70888 members 
Entering Unmasked Estep 
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Iteration 284Q: 18 clusters Score -6.16288e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 58873 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78080 members 
Mstep: Class 5 contains 35842 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 14 contains 43130 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 26719 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 84048 members 
Mstep: Class 21 contains 20355 members 
Mstep: Class 22 contains 70948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 18 clusters Score -6.162878e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 58891 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78110 members 
Mstep: Class 5 contains 35850 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 14 contains 43147 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 26717 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83853 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 22 contains 71020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 18 clusters Score -6.162884e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 58898 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78146 members 
Mstep: Class 5 contains 35854 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 14 contains 43153 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83682 members 
Mstep: Class 21 contains 20343 members 
Mstep: Class 22 contains 71097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 18 clusters Score -6.162883e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 58913 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78158 members 
Mstep: Class 5 contains 35857 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 14 contains 43152 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 26713 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83533 members 
Mstep: Class 21 contains 20332 members 
Mstep: Class 22 contains 71177 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 18 clusters Score -6.162884e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 58921 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78168 members 
Mstep: Class 5 contains 35851 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43154 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26706 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83382 members 
Mstep: Class 21 contains 20321 members 
Mstep: Class 22 contains 71250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 18 clusters Score -6.162894e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 58930 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78164 members 
Mstep: Class 5 contains 35846 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43158 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26706 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83248 members 
Mstep: Class 21 contains 20312 members 
Mstep: Class 22 contains 71330 members 
Entering Unmasked Estep 
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Iteration 290Q: 18 clusters Score -6.162904e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 58944 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78145 members 
Mstep: Class 5 contains 35843 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43173 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26702 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 83112 members 
Mstep: Class 21 contains 20303 members 
Mstep: Class 22 contains 71404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 18 clusters Score -6.16291e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 58961 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78152 members 
Mstep: Class 5 contains 35837 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43187 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26695 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82958 members 
Mstep: Class 21 contains 20295 members 
Mstep: Class 22 contains 71498 members 
Entering Unmasked Estep 
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Iteration 292Q: 18 clusters Score -6.1629e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 58968 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78155 members 
Mstep: Class 5 contains 35841 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 14 contains 43199 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26684 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82797 members 
Mstep: Class 21 contains 20295 members 
Mstep: Class 22 contains 71589 members 
Entering Unmasked Estep 
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Iteration 293Q: 18 clusters Score -6.1629e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 58973 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78169 members 
Mstep: Class 5 contains 35833 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43209 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26669 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82622 members 
Mstep: Class 21 contains 20301 members 
Mstep: Class 22 contains 71688 members 
Entering Unmasked Estep 
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Iteration 294Q: 18 clusters Score -6.162896e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 58979 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78172 members 
Mstep: Class 5 contains 35838 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43201 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26662 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82475 members 
Mstep: Class 21 contains 20306 members 
Mstep: Class 22 contains 71786 members 
Entering Unmasked Estep 
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Iteration 295Q: 18 clusters Score -6.162897e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 58987 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78148 members 
Mstep: Class 5 contains 35849 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43208 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26654 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82320 members 
Mstep: Class 21 contains 20310 members 
Mstep: Class 22 contains 71900 members 
Entering Unmasked Estep 
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Iteration 296Q: 18 clusters Score -6.162894e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 58998 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78165 members 
Mstep: Class 5 contains 35856 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43216 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26642 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 82136 members 
Mstep: Class 21 contains 20319 members 
Mstep: Class 22 contains 71988 members 
Entering Unmasked Estep 
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Iteration 297Q: 18 clusters Score -6.162904e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 59004 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78199 members 
Mstep: Class 5 contains 35855 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43217 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26636 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81970 members 
Mstep: Class 21 contains 20323 members 
Mstep: Class 22 contains 72062 members 
Entering Unmasked Estep 
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Iteration 298Q: 18 clusters Score -6.1629e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 59006 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78242 members 
Mstep: Class 5 contains 35854 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 14 contains 43231 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26621 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81815 members 
Mstep: Class 21 contains 20331 members 
Mstep: Class 22 contains 72122 members 
Entering Unmasked Estep 
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Iteration 299Q: 18 clusters Score -6.162896e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 59024 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78281 members 
Mstep: Class 5 contains 35850 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43253 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 26601 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81652 members 
Mstep: Class 21 contains 20340 members 
Mstep: Class 22 contains 72174 members 
Entering Unmasked Estep 
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Iteration 300F: 18 clusters Score -6.1629e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 59040 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78323 members 
Mstep: Class 5 contains 35853 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43272 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26585 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81488 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 22 contains 72220 members 
Entering Unmasked Estep 
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Iteration 301Q: 18 clusters Score -6.162885e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 59052 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78375 members 
Mstep: Class 5 contains 35862 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43286 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26574 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81325 members 
Mstep: Class 21 contains 20361 members 
Mstep: Class 22 contains 72275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628864.000000 Penalty: 36216.003906
Iteration 302Q: 18 clusters Score -6.162886e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 59058 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78428 members 
Mstep: Class 5 contains 35871 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43294 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26569 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81160 members 
Mstep: Class 21 contains 20370 members 
Mstep: Class 22 contains 72311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628896.000000 Penalty: 36216.003906
Iteration 303Q: 18 clusters Score -6.16289e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 59069 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78491 members 
Mstep: Class 5 contains 35868 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43295 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26563 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 81000 members 
Mstep: Class 21 contains 20381 members 
Mstep: Class 22 contains 72341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628924.000000 Penalty: 36216.003906
Iteration 304Q: 18 clusters Score -6.162892e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 59072 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78539 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43293 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26558 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80865 members 
Mstep: Class 21 contains 20392 members 
Mstep: Class 22 contains 72380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628832.000000 Penalty: 36216.003906
Iteration 305Q: 18 clusters Score -6.162883e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 59078 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78602 members 
Mstep: Class 5 contains 35864 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 14 contains 43292 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26545 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80742 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 72415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628808.000000 Penalty: 36216.003906
Iteration 306Q: 18 clusters Score -6.162881e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 59074 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78666 members 
Mstep: Class 5 contains 35862 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 14 contains 43285 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26534 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80621 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 22 contains 72446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628876.000000 Penalty: 36216.003906
Iteration 307Q: 18 clusters Score -6.162888e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 59079 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78738 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 14 contains 43276 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26525 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80489 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 72475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628832.000000 Penalty: 36216.003906
Iteration 308Q: 18 clusters Score -6.162883e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 59088 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78806 members 
Mstep: Class 5 contains 35875 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 14 contains 43270 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80359 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 72513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628888.000000 Penalty: 36216.003906
Iteration 309Q: 18 clusters Score -6.162889e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 59098 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78864 members 
Mstep: Class 5 contains 35881 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 14 contains 43263 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80244 members 
Mstep: Class 21 contains 20421 members 
Mstep: Class 22 contains 72551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628756.000000 Penalty: 36216.003906
Iteration 310Q: 18 clusters Score -6.162876e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 59104 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78929 members 
Mstep: Class 5 contains 35884 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 43252 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80130 members 
Mstep: Class 21 contains 20427 members 
Mstep: Class 22 contains 72592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628800.000000 Penalty: 36216.003906
Iteration 311Q: 18 clusters Score -6.16288e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 59109 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78989 members 
Mstep: Class 5 contains 35893 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 14 contains 43250 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 80011 members 
Mstep: Class 21 contains 20431 members 
Mstep: Class 22 contains 72628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628764.000000 Penalty: 36216.003906
Iteration 312Q: 18 clusters Score -6.162876e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 59119 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79046 members 
Mstep: Class 5 contains 35891 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 43246 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79895 members 
Mstep: Class 21 contains 20435 members 
Mstep: Class 22 contains 72663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628796.000000 Penalty: 36216.003906
Iteration 313Q: 18 clusters Score -6.16288e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 59131 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79108 members 
Mstep: Class 5 contains 35898 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 14 contains 43241 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26530 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79768 members 
Mstep: Class 21 contains 20437 members 
Mstep: Class 22 contains 72700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628880.000000 Penalty: 36216.003906
Iteration 314Q: 18 clusters Score -6.162888e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 59138 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79201 members 
Mstep: Class 5 contains 35896 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26530 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79636 members 
Mstep: Class 21 contains 20447 members 
Mstep: Class 22 contains 72730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628956.000000 Penalty: 36216.003906
Iteration 315Q: 18 clusters Score -6.162896e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 59146 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79286 members 
Mstep: Class 5 contains 35896 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 14 contains 43234 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26528 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79502 members 
Mstep: Class 21 contains 20453 members 
Mstep: Class 22 contains 72764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628952.000000 Penalty: 36216.003906
Iteration 316Q: 18 clusters Score -6.162895e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 59150 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79354 members 
Mstep: Class 5 contains 35884 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43235 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79391 members 
Mstep: Class 21 contains 20462 members 
Mstep: Class 22 contains 72802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628996.000000 Penalty: 36216.003906
Iteration 317Q: 18 clusters Score -6.1629e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 59144 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79407 members 
Mstep: Class 5 contains 35881 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 43232 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26519 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 79316 members 
Mstep: Class 21 contains 20473 members 
Mstep: Class 22 contains 72818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61628964.000000 Penalty: 36216.003906
Iteration 318Q: 18 clusters Score -6.162896e+07 nChanged 290
Entering ConstructFrom: 
Score: -61628964.000000 Penalty: 36216.003906
Entering ConstructFrom: 
Trying to split cluster 1 (63491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Entering Unmasked Estep 
Score: -8158187.500000 Penalty: 1797.031250
	Iteration 0F: 2 clusters Score -8158188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -8116102.500000 Penalty: 3594.062500
	Iteration 0F: 3 clusters Score -8116102 nChanged 30129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8133160.500000 Penalty: 3594.062500
	Iteration 1F: 3 clusters Score -8133160 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -8133699.500000 Penalty: 3594.062500
	Iteration 2Q: 3 clusters Score -8133700 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -8134274.500000 Penalty: 3594.062500
	Iteration 3Q: 3 clusters Score -8134274 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -8135068.000000 Penalty: 3594.062500
	Iteration 4Q: 3 clusters Score -8135068 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8136400.000000 Penalty: 3594.062500
	Iteration 5Q: 3 clusters Score -8136400 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8138888.000000 Penalty: 3594.062500
	Iteration 6F: 3 clusters Score -8138888 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8143155.000000 Penalty: 3594.062500
	Iteration 7F: 3 clusters Score -8143155 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8148570.000000 Penalty: 3594.062500
	Iteration 8F: 3 clusters Score -8148570 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8153138.500000 Penalty: 3594.062500
	Iteration 9F: 3 clusters Score -8153138 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8155460.000000 Penalty: 3594.062500
	Iteration 10Q: 3 clusters Score -8155460 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8156212.000000 Penalty: 3594.062500
	Iteration 11Q: 3 clusters Score -8156212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8156383.500000 Penalty: 3594.062500
	Iteration 12Q: 3 clusters Score -8156384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8156460.000000 Penalty: 3594.062500
	Iteration 13Q: 3 clusters Score -8156460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8156522.500000 Penalty: 3594.062500
	Iteration 14Q: 3 clusters Score -8156522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8156546.000000 Penalty: 3594.062500
	Iteration 15Q: 3 clusters Score -8156546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8156551.000000 Penalty: 3594.062500
	Iteration 16Q: 3 clusters Score -8156551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8156547.000000 Penalty: 3594.062500
	Iteration 17Q: 3 clusters Score -8156547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8156551.500000 Penalty: 3594.062500
	Iteration 18Q: 3 clusters Score -8156552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8156552.000000 Penalty: 3594.062500
	Iteration 19Q: 3 clusters Score -8156552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8156552.000000 Penalty: 3594.062500
	Iteration 20F: 3 clusters Score -8156552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Entering Unmasked Estep 
Score: -7534513.000000 Penalty: 1785.506104
	Iteration 0F: 2 clusters Score -7534513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7495069.500000 Penalty: 3571.012207
	Iteration 0F: 3 clusters Score -7495070 nChanged 27816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7511890.500000 Penalty: 3571.012207
	Iteration 1F: 3 clusters Score -7511890 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -7513043.000000 Penalty: 3571.012207
	Iteration 2Q: 3 clusters Score -7513043 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -7514498.000000 Penalty: 3571.012207
	Iteration 3F: 3 clusters Score -7514498 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7516321.000000 Penalty: 3571.012207
	Iteration 4F: 3 clusters Score -7516321 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7518826.000000 Penalty: 3571.012207
	Iteration 5F: 3 clusters Score -7518826 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -7521992.500000 Penalty: 3571.012207
	Iteration 6F: 3 clusters Score -7521992 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -7525562.500000 Penalty: 3571.012207
	Iteration 7F: 3 clusters Score -7525562 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -7528771.000000 Penalty: 3571.012207
	Iteration 8F: 3 clusters Score -7528771 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -7530894.000000 Penalty: 3571.012207
	Iteration 9Q: 3 clusters Score -7530894 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7532108.500000 Penalty: 3571.012207
	Iteration 10Q: 3 clusters Score -7532108 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -7532627.500000 Penalty: 3571.012207
	Iteration 11Q: 3 clusters Score -7532628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -7532824.000000 Penalty: 3571.012207
	Iteration 12Q: 3 clusters Score -7532824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -7532902.500000 Penalty: 3571.012207
	Iteration 13Q: 3 clusters Score -7532902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -7532920.500000 Penalty: 3571.012207
	Iteration 14Q: 3 clusters Score -7532920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7532945.000000 Penalty: 3571.012207
	Iteration 15Q: 3 clusters Score -7532945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -7532965.000000 Penalty: 3571.012207
	Iteration 16Q: 3 clusters Score -7532965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -7532975.000000 Penalty: 3571.012207
	Iteration 17Q: 3 clusters Score -7532975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7532974.000000 Penalty: 3571.012207
	Iteration 18Q: 3 clusters Score -7532974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7532973.500000 Penalty: 3571.012207
	Iteration 19Q: 3 clusters Score -7532974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -7532975.500000 Penalty: 3571.012207
	Iteration 20F: 3 clusters Score -7532976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7532976.500000 Penalty: 3571.012207
	Iteration 21Q: 3 clusters Score -7532976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7532984.000000 Penalty: 3571.012207
	Iteration 22Q: 3 clusters Score -7532984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -7532985.000000 Penalty: 3571.012207
	Iteration 23Q: 3 clusters Score -7532985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -7532984.000000 Penalty: 3571.012207
	Iteration 24Q: 3 clusters Score -7532984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -7532988.500000 Penalty: 3571.012207
	Iteration 25Q: 3 clusters Score -7532988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -7532992.000000 Penalty: 3571.012207
	Iteration 26Q: 3 clusters Score -7532992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -7532992.000000 Penalty: 3571.012207
	Iteration 27F: 3 clusters Score -7532992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31962.898438 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31962.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32268.228516 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32268.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32397.808594 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32397.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32524.302734 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -32524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32543.248047 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32543.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32546.138672 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32546.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32546.138672 Penalty: 1892.489868
	Iteration 6F: 3 clusters Score -32546.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Entering Unmasked Estep 
Score: -10198302.000000 Penalty: 1833.515503
	Iteration 0F: 2 clusters Score -1.01983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -10147037.000000 Penalty: 3667.031006
	Iteration 0F: 3 clusters Score -1.014704e+07 nChanged 37822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10168824.000000 Penalty: 3667.031006
	Iteration 1F: 3 clusters Score -1.016882e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -10169402.000000 Penalty: 3667.031006
	Iteration 2Q: 3 clusters Score -1.01694e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -10169984.000000 Penalty: 3667.031006
	Iteration 3Q: 3 clusters Score -1.016998e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -10170568.000000 Penalty: 3667.031006
	Iteration 4Q: 3 clusters Score -1.017057e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -10171289.000000 Penalty: 3667.031006
	Iteration 5Q: 3 clusters Score -1.017129e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -10172185.000000 Penalty: 3667.031006
	Iteration 6Q: 3 clusters Score -1.017218e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -10173660.000000 Penalty: 3667.031006
	Iteration 7Q: 3 clusters Score -1.017366e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -10175879.000000 Penalty: 3667.031006
	Iteration 8F: 3 clusters Score -1.017588e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -10179448.000000 Penalty: 3667.031006
	Iteration 9F: 3 clusters Score -1.017945e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -10184272.000000 Penalty: 3667.031006
	Iteration 10F: 3 clusters Score -1.018427e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -10189517.000000 Penalty: 3667.031006
	Iteration 11F: 3 clusters Score -1.018952e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -10193335.000000 Penalty: 3667.031006
	Iteration 12F: 3 clusters Score -1.019334e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10195273.000000 Penalty: 3667.031006
	Iteration 13Q: 3 clusters Score -1.019527e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10196030.000000 Penalty: 3667.031006
	Iteration 14Q: 3 clusters Score -1.019603e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10196392.000000 Penalty: 3667.031006
	Iteration 15Q: 3 clusters Score -1.019639e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10196534.000000 Penalty: 3667.031006
	Iteration 16Q: 3 clusters Score -1.019653e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10196615.000000 Penalty: 3667.031006
	Iteration 17Q: 3 clusters Score -1.019662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10196666.000000 Penalty: 3667.031006
	Iteration 18Q: 3 clusters Score -1.019667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10196683.000000 Penalty: 3667.031006
	Iteration 19Q: 3 clusters Score -1.019668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10196713.000000 Penalty: 3667.031006
	Iteration 20F: 3 clusters Score -1.019671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10196729.000000 Penalty: 3667.031006
	Iteration 21Q: 3 clusters Score -1.019673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10196736.000000 Penalty: 3667.031006
	Iteration 22Q: 3 clusters Score -1.019674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10196742.000000 Penalty: 3667.031006
	Iteration 23Q: 3 clusters Score -1.019674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10196751.000000 Penalty: 3667.031006
	Iteration 24Q: 3 clusters Score -1.019675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10196746.000000 Penalty: 3667.031006
	Iteration 25Q: 3 clusters Score -1.019675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10196754.000000 Penalty: 3667.031006
	Iteration 26Q: 3 clusters Score -1.019675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10196756.000000 Penalty: 3667.031006
	Iteration 27Q: 3 clusters Score -1.019676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10196758.000000 Penalty: 3667.031006
	Iteration 28Q: 3 clusters Score -1.019676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10196761.000000 Penalty: 3667.031006
	Iteration 29Q: 3 clusters Score -1.019676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10196759.000000 Penalty: 3667.031006
	Iteration 30Q: 3 clusters Score -1.019676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10196759.000000 Penalty: 3667.031006
	Iteration 31F: 3 clusters Score -1.019676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Entering Unmasked Estep 
Score: -4381324.000000 Penalty: 1704.253174
	Iteration 0F: 2 clusters Score -4381324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4357034.500000 Penalty: 3408.506348
	Iteration 0F: 3 clusters Score -4357034 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4366500.000000 Penalty: 3408.506348
	Iteration 1F: 3 clusters Score -4366500 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4366969.000000 Penalty: 3408.506348
	Iteration 2Q: 3 clusters Score -4366969 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4367396.000000 Penalty: 3408.506348
	Iteration 3Q: 3 clusters Score -4367396 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4367864.000000 Penalty: 3408.506348
	Iteration 4Q: 3 clusters Score -4367864 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4368457.000000 Penalty: 3408.506348
	Iteration 5Q: 3 clusters Score -4368457 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4369323.500000 Penalty: 3408.506348
	Iteration 6Q: 3 clusters Score -4369324 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4370522.000000 Penalty: 3408.506348
	Iteration 7F: 3 clusters Score -4370522 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4372249.500000 Penalty: 3408.506348
	Iteration 8F: 3 clusters Score -4372250 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4374180.000000 Penalty: 3408.506348
	Iteration 9F: 3 clusters Score -4374180 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4376009.000000 Penalty: 3408.506348
	Iteration 10F: 3 clusters Score -4376009 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4377456.500000 Penalty: 3408.506348
	Iteration 11F: 3 clusters Score -4377456 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4378442.500000 Penalty: 3408.506348
	Iteration 12Q: 3 clusters Score -4378442 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4379069.500000 Penalty: 3408.506348
	Iteration 13Q: 3 clusters Score -4379070 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4379445.000000 Penalty: 3408.506348
	Iteration 14Q: 3 clusters Score -4379445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4379591.000000 Penalty: 3408.506348
	Iteration 15Q: 3 clusters Score -4379591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4379687.500000 Penalty: 3408.506348
	Iteration 16Q: 3 clusters Score -4379688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4379725.500000 Penalty: 3408.506348
	Iteration 17Q: 3 clusters Score -4379726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4379768.500000 Penalty: 3408.506348
	Iteration 18Q: 3 clusters Score -4379768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4379783.500000 Penalty: 3408.506348
	Iteration 19Q: 3 clusters Score -4379784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4379803.500000 Penalty: 3408.506348
	Iteration 20F: 3 clusters Score -4379804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -4379823.000000 Penalty: 3408.506348
	Iteration 21Q: 3 clusters Score -4379823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4379832.000000 Penalty: 3408.506348
	Iteration 22Q: 3 clusters Score -4379832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4379842.500000 Penalty: 3408.506348
	Iteration 23Q: 3 clusters Score -4379842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4379843.000000 Penalty: 3408.506348
	Iteration 24Q: 3 clusters Score -4379843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4379846.500000 Penalty: 3408.506348
	Iteration 25Q: 3 clusters Score -4379846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4379852.500000 Penalty: 3408.506348
	Iteration 26Q: 3 clusters Score -4379852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4379854.500000 Penalty: 3408.506348
	Iteration 27Q: 3 clusters Score -4379854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4379862.500000 Penalty: 3408.506348
	Iteration 28Q: 3 clusters Score -4379862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4379863.000000 Penalty: 3408.506348
	Iteration 29Q: 3 clusters Score -4379863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4379865.000000 Penalty: 3408.506348
	Iteration 30Q: 3 clusters Score -4379865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4379866.000000 Penalty: 3408.506348
	Iteration 31Q: 3 clusters Score -4379866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4379868.500000 Penalty: 3408.506348
	Iteration 32Q: 3 clusters Score -4379868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4379872.000000 Penalty: 3408.506348
	Iteration 33Q: 3 clusters Score -4379872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4379873.000000 Penalty: 3408.506348
	Iteration 34Q: 3 clusters Score -4379873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4379876.500000 Penalty: 3408.506348
	Iteration 35Q: 3 clusters Score -4379876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4379878.000000 Penalty: 3408.506348
	Iteration 36Q: 3 clusters Score -4379878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4379877.500000 Penalty: 3408.506348
	Iteration 37Q: 3 clusters Score -4379878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4379885.500000 Penalty: 3408.506348
	Iteration 38Q: 3 clusters Score -4379886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4379886.000000 Penalty: 3408.506348
	Iteration 39Q: 3 clusters Score -4379886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4379887.000000 Penalty: 3408.506348
	Iteration 40F: 3 clusters Score -4379887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4379887.000000 Penalty: 3408.506348
	Iteration 41Q: 3 clusters Score -4379887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4379887.000000 Penalty: 3408.506348
	Iteration 42F: 3 clusters Score -4379887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -81295.406250 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -81295.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80064.906250 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -80064.91 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80444.476562 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -80444.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80635.023438 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -80635.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80815.078125 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -80815.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80979.781250 Penalty: 2145.841064
	Iteration 4F: 3 clusters Score -80979.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -81092.695312 Penalty: 2145.841064
	Iteration 5F: 3 clusters Score -81092.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -81185.421875 Penalty: 2145.841064
	Iteration 6Q: 3 clusters Score -81185.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81215.171875 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -81215.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81234.007812 Penalty: 2145.841064
	Iteration 8Q: 3 clusters Score -81234.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81235.859375 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -81235.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81235.859375 Penalty: 2145.841064
	Iteration 10F: 3 clusters Score -81235.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -128659.023438 Penalty: 1124.609131
	Iteration 0F: 2 clusters Score -128659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127208.796875 Penalty: 2249.218262
	Iteration 0F: 3 clusters Score -127208.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -127449.015625 Penalty: 2249.218262
	Iteration 1F: 3 clusters Score -127449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127508.742188 Penalty: 2249.218262
	Iteration 2F: 3 clusters Score -127508.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127525.976562 Penalty: 2249.218262
	Iteration 3Q: 3 clusters Score -127526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127535.757812 Penalty: 2249.218262
	Iteration 4Q: 3 clusters Score -127535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127543.117188 Penalty: 2249.218262
	Iteration 5Q: 3 clusters Score -127543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127550.343750 Penalty: 2249.218262
	Iteration 6Q: 3 clusters Score -127550.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127557.656250 Penalty: 2249.218262
	Iteration 7Q: 3 clusters Score -127557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127564.953125 Penalty: 2249.218262
	Iteration 8Q: 3 clusters Score -127565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127570.976562 Penalty: 2249.218262
	Iteration 9Q: 3 clusters Score -127571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127576.609375 Penalty: 2249.218262
	Iteration 10Q: 3 clusters Score -127576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127578.593750 Penalty: 2249.218262
	Iteration 11Q: 3 clusters Score -127578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127578.593750 Penalty: 2249.218262
	Iteration 12F: 3 clusters Score -127578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -52342.929688 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -52342.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51326.066406 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -51326.07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51637.593750 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -51637.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51828.167969 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -51828.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51986.546875 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -51986.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52055.988281 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -52055.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52096.636719 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -52096.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52112.796875 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -52112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52123.339844 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -52123.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52139.457031 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -52139.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52147.484375 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -52147.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52151.910156 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -52151.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52151.910156 Penalty: 2024.265991
	Iteration 11F: 3 clusters Score -52151.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -119965.593750 Penalty: 1116.045776
	Iteration 0F: 2 clusters Score -119965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118537.843750 Penalty: 2232.091553
	Iteration 0F: 3 clusters Score -118537.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118815.281250 Penalty: 2232.091553
	Iteration 1F: 3 clusters Score -118815.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118899.125000 Penalty: 2232.091553
	Iteration 2F: 3 clusters Score -118899.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118942.937500 Penalty: 2232.091553
	Iteration 3Q: 3 clusters Score -118942.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118981.992188 Penalty: 2232.091553
	Iteration 4Q: 3 clusters Score -118982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119002.851562 Penalty: 2232.091553
	Iteration 5Q: 3 clusters Score -119002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -119017.898438 Penalty: 2232.091553
	Iteration 6Q: 3 clusters Score -119017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119024.414062 Penalty: 2232.091553
	Iteration 7Q: 3 clusters Score -119024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119027.671875 Penalty: 2232.091553
	Iteration 8Q: 3 clusters Score -119027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119032.875000 Penalty: 2232.091553
	Iteration 9Q: 3 clusters Score -119032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119037.093750 Penalty: 2232.091553
	Iteration 10Q: 3 clusters Score -119037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119040.054688 Penalty: 2232.091553
	Iteration 11Q: 3 clusters Score -119040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119042.132812 Penalty: 2232.091553
	Iteration 12Q: 3 clusters Score -119042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119044.671875 Penalty: 2232.091553
	Iteration 13Q: 3 clusters Score -119044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119045.664062 Penalty: 2232.091553
	Iteration 14Q: 3 clusters Score -119045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119045.664062 Penalty: 2232.091553
	Iteration 15F: 3 clusters Score -119045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -642347.125000 Penalty: 1387.102417
	Iteration 0F: 2 clusters Score -642347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -638330.875000 Penalty: 2774.204834
	Iteration 0F: 3 clusters Score -638330.9 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -639464.500000 Penalty: 2774.204834
	Iteration 1F: 3 clusters Score -639464.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -639649.062500 Penalty: 2774.204834
	Iteration 2F: 3 clusters Score -639649.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -639807.812500 Penalty: 2774.204834
	Iteration 3F: 3 clusters Score -639807.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -639935.562500 Penalty: 2774.204834
	Iteration 4Q: 3 clusters Score -639935.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -640062.062500 Penalty: 2774.204834
	Iteration 5Q: 3 clusters Score -640062.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -640217.187500 Penalty: 2774.204834
	Iteration 6Q: 3 clusters Score -640217.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -640382.625000 Penalty: 2774.204834
	Iteration 7Q: 3 clusters Score -640382.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -640586.812500 Penalty: 2774.204834
	Iteration 8Q: 3 clusters Score -640586.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -640775.500000 Penalty: 2774.204834
	Iteration 9Q: 3 clusters Score -640775.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -640902.250000 Penalty: 2774.204834
	Iteration 10Q: 3 clusters Score -640902.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -640999.937500 Penalty: 2774.204834
	Iteration 11Q: 3 clusters Score -640999.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -641064.187500 Penalty: 2774.204834
	Iteration 12Q: 3 clusters Score -641064.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -641098.937500 Penalty: 2774.204834
	Iteration 13Q: 3 clusters Score -641098.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -641123.875000 Penalty: 2774.204834
	Iteration 14Q: 3 clusters Score -641123.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -641139.937500 Penalty: 2774.204834
	Iteration 15Q: 3 clusters Score -641139.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -641150.750000 Penalty: 2774.204834
	Iteration 16Q: 3 clusters Score -641150.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -641157.375000 Penalty: 2774.204834
	Iteration 17Q: 3 clusters Score -641157.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -641164.125000 Penalty: 2774.204834
	Iteration 18Q: 3 clusters Score -641164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -641168.312500 Penalty: 2774.204834
	Iteration 19Q: 3 clusters Score -641168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -641174.687500 Penalty: 2774.204834
	Iteration 20F: 3 clusters Score -641174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -641177.375000 Penalty: 2774.204834
	Iteration 21Q: 3 clusters Score -641177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -641179.375000 Penalty: 2774.204834
	Iteration 22Q: 3 clusters Score -641179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -641178.812500 Penalty: 2774.204834
	Iteration 23Q: 3 clusters Score -641178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -641179.812500 Penalty: 2774.204834
	Iteration 24Q: 3 clusters Score -641179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -641179.500000 Penalty: 2774.204834
	Iteration 25Q: 3 clusters Score -641179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -641181.875000 Penalty: 2774.204834
	Iteration 26Q: 3 clusters Score -641181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -641181.437500 Penalty: 2774.204834
	Iteration 27Q: 3 clusters Score -641181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -641182.437500 Penalty: 2774.204834
	Iteration 28Q: 3 clusters Score -641182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -641182.500000 Penalty: 2774.204834
	Iteration 29Q: 3 clusters Score -641182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -641183.187500 Penalty: 2774.204834
	Iteration 30Q: 3 clusters Score -641183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -641184.187500 Penalty: 2774.204834
	Iteration 31Q: 3 clusters Score -641184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -641186.875000 Penalty: 2774.204834
	Iteration 32Q: 3 clusters Score -641186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -641189.812500 Penalty: 2774.204834
	Iteration 33Q: 3 clusters Score -641189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -641190.562500 Penalty: 2774.204834
	Iteration 34Q: 3 clusters Score -641190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -641191.875000 Penalty: 2774.204834
	Iteration 35Q: 3 clusters Score -641191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -641193.812500 Penalty: 2774.204834
	Iteration 36Q: 3 clusters Score -641193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -641195.250000 Penalty: 2774.204834
	Iteration 37Q: 3 clusters Score -641195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -641194.562500 Penalty: 2774.204834
	Iteration 38Q: 3 clusters Score -641194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -641198.625000 Penalty: 2774.204834
	Iteration 39Q: 3 clusters Score -641198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -641202.250000 Penalty: 2774.204834
	Iteration 40F: 3 clusters Score -641202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -641204.187500 Penalty: 2774.204834
	Iteration 41Q: 3 clusters Score -641204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -641204.687500 Penalty: 2774.204834
	Iteration 42Q: 3 clusters Score -641204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -641205.187500 Penalty: 2774.204834
	Iteration 43Q: 3 clusters Score -641205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -641205.187500 Penalty: 2774.204834
	Iteration 44F: 3 clusters Score -641205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Entering Unmasked Estep 
Score: -5513330.500000 Penalty: 1734.568359
	Iteration 0F: 2 clusters Score -5513330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5484357.500000 Penalty: 3469.136719
	Iteration 0F: 3 clusters Score -5484358 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5496087.000000 Penalty: 3469.136719
	Iteration 1F: 3 clusters Score -5496087 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5496950.500000 Penalty: 3469.136719
	Iteration 2Q: 3 clusters Score -5496950 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5498417.500000 Penalty: 3469.136719
	Iteration 3F: 3 clusters Score -5498418 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5500799.500000 Penalty: 3469.136719
	Iteration 4F: 3 clusters Score -5500800 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -5504154.500000 Penalty: 3469.136719
	Iteration 5F: 3 clusters Score -5504154 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5507450.500000 Penalty: 3469.136719
	Iteration 6F: 3 clusters Score -5507450 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5509573.500000 Penalty: 3469.136719
	Iteration 7Q: 3 clusters Score -5509574 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5510745.500000 Penalty: 3469.136719
	Iteration 8Q: 3 clusters Score -5510746 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5511276.500000 Penalty: 3469.136719
	Iteration 9Q: 3 clusters Score -5511276 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5511450.000000 Penalty: 3469.136719
	Iteration 10Q: 3 clusters Score -5511450 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5511554.000000 Penalty: 3469.136719
	Iteration 11Q: 3 clusters Score -5511554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5511598.500000 Penalty: 3469.136719
	Iteration 12Q: 3 clusters Score -5511598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5511622.000000 Penalty: 3469.136719
	Iteration 13Q: 3 clusters Score -5511622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5511674.500000 Penalty: 3469.136719
	Iteration 14Q: 3 clusters Score -5511674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5511698.500000 Penalty: 3469.136719
	Iteration 15Q: 3 clusters Score -5511698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5511703.000000 Penalty: 3469.136719
	Iteration 16Q: 3 clusters Score -5511703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5511724.500000 Penalty: 3469.136719
	Iteration 17Q: 3 clusters Score -5511724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5511742.500000 Penalty: 3469.136719
	Iteration 18Q: 3 clusters Score -5511742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5511748.500000 Penalty: 3469.136719
	Iteration 19Q: 3 clusters Score -5511748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5511749.000000 Penalty: 3469.136719
	Iteration 20F: 3 clusters Score -5511749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5511772.000000 Penalty: 3469.136719
	Iteration 21Q: 3 clusters Score -5511772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -5511785.500000 Penalty: 3469.136719
	Iteration 22Q: 3 clusters Score -5511786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5511783.500000 Penalty: 3469.136719
	Iteration 23Q: 3 clusters Score -5511784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5511801.000000 Penalty: 3469.136719
	Iteration 24Q: 3 clusters Score -5511801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5511799.500000 Penalty: 3469.136719
	Iteration 25Q: 3 clusters Score -5511800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5511804.500000 Penalty: 3469.136719
	Iteration 26Q: 3 clusters Score -5511804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5511812.000000 Penalty: 3469.136719
	Iteration 27Q: 3 clusters Score -5511812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5511812.500000 Penalty: 3469.136719
	Iteration 28Q: 3 clusters Score -5511812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5511807.500000 Penalty: 3469.136719
	Iteration 29Q: 3 clusters Score -5511808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5511805.500000 Penalty: 3469.136719
	Iteration 30Q: 3 clusters Score -5511806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5511810.500000 Penalty: 3469.136719
	Iteration 31Q: 3 clusters Score -5511810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5511807.500000 Penalty: 3469.136719
	Iteration 32Q: 3 clusters Score -5511808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5511807.500000 Penalty: 3469.136719
	Iteration 33Q: 3 clusters Score -5511808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5511807.000000 Penalty: 3469.136719
	Iteration 34Q: 3 clusters Score -5511807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5511813.000000 Penalty: 3469.136719
	Iteration 35Q: 3 clusters Score -5511813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5511812.000000 Penalty: 3469.136719
	Iteration 36Q: 3 clusters Score -5511812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5511808.500000 Penalty: 3469.136719
	Iteration 37Q: 3 clusters Score -5511808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5511808.000000 Penalty: 3469.136719
	Iteration 38Q: 3 clusters Score -5511808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5511808.500000 Penalty: 3469.136719
	Iteration 39Q: 3 clusters Score -5511808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5511808.000000 Penalty: 3469.136719
	Iteration 40F: 3 clusters Score -5511808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5511815.500000 Penalty: 3469.136719
	Iteration 41Q: 3 clusters Score -5511816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5511813.000000 Penalty: 3469.136719
	Iteration 42Q: 3 clusters Score -5511813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5511820.000000 Penalty: 3469.136719
	Iteration 43Q: 3 clusters Score -5511820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5511830.000000 Penalty: 3469.136719
	Iteration 44Q: 3 clusters Score -5511830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5511833.500000 Penalty: 3469.136719
	Iteration 45Q: 3 clusters Score -5511834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5511831.500000 Penalty: 3469.136719
	Iteration 46Q: 3 clusters Score -5511832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5511845.000000 Penalty: 3469.136719
	Iteration 47Q: 3 clusters Score -5511845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5511855.500000 Penalty: 3469.136719
	Iteration 48Q: 3 clusters Score -5511856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5511856.000000 Penalty: 3469.136719
	Iteration 49Q: 3 clusters Score -5511856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5511865.500000 Penalty: 3469.136719
	Iteration 50Q: 3 clusters Score -5511866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5511860.500000 Penalty: 3469.136719
	Iteration 51Q: 3 clusters Score -5511860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5511865.000000 Penalty: 3469.136719
	Iteration 52Q: 3 clusters Score -5511865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5511864.000000 Penalty: 3469.136719
	Iteration 53Q: 3 clusters Score -5511864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5511866.000000 Penalty: 3469.136719
	Iteration 54Q: 3 clusters Score -5511866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5511864.000000 Penalty: 3469.136719
	Iteration 55Q: 3 clusters Score -5511864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5511870.000000 Penalty: 3469.136719
	Iteration 56Q: 3 clusters Score -5511870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5511875.000000 Penalty: 3469.136719
	Iteration 57Q: 3 clusters Score -5511875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5511873.000000 Penalty: 3469.136719
	Iteration 58Q: 3 clusters Score -5511873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5511874.000000 Penalty: 3469.136719
	Iteration 59Q: 3 clusters Score -5511874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5511876.000000 Penalty: 3469.136719
	Iteration 60F: 3 clusters Score -5511876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5511879.000000 Penalty: 3469.136719
	Iteration 61Q: 3 clusters Score -5511879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5511872.500000 Penalty: 3469.136719
	Iteration 62Q: 3 clusters Score -5511872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5511867.500000 Penalty: 3469.136719
	Iteration 63Q: 3 clusters Score -5511868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5511869.000000 Penalty: 3469.136719
	Iteration 64Q: 3 clusters Score -5511869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -5511868.000000 Penalty: 3469.136719
	Iteration 65Q: 3 clusters Score -5511868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5511867.500000 Penalty: 3469.136719
	Iteration 66Q: 3 clusters Score -5511868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5511872.500000 Penalty: 3469.136719
	Iteration 67Q: 3 clusters Score -5511872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5511876.500000 Penalty: 3469.136719
	Iteration 68Q: 3 clusters Score -5511876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5511880.500000 Penalty: 3469.136719
	Iteration 69Q: 3 clusters Score -5511880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5511891.000000 Penalty: 3469.136719
	Iteration 70Q: 3 clusters Score -5511891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5511896.500000 Penalty: 3469.136719
	Iteration 71Q: 3 clusters Score -5511896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5511895.500000 Penalty: 3469.136719
	Iteration 72Q: 3 clusters Score -5511896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5511893.500000 Penalty: 3469.136719
	Iteration 73Q: 3 clusters Score -5511894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5511891.000000 Penalty: 3469.136719
	Iteration 74Q: 3 clusters Score -5511891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5511890.000000 Penalty: 3469.136719
	Iteration 75Q: 3 clusters Score -5511890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5511896.000000 Penalty: 3469.136719
	Iteration 76Q: 3 clusters Score -5511896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5511898.500000 Penalty: 3469.136719
	Iteration 77Q: 3 clusters Score -5511898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5511898.500000 Penalty: 3469.136719
	Iteration 78Q: 3 clusters Score -5511898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5511896.000000 Penalty: 3469.136719
	Iteration 79Q: 3 clusters Score -5511896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5511903.000000 Penalty: 3469.136719
	Iteration 80F: 3 clusters Score -5511903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5511905.500000 Penalty: 3469.136719
	Iteration 81Q: 3 clusters Score -5511906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5511905.000000 Penalty: 3469.136719
	Iteration 82Q: 3 clusters Score -5511905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5511905.000000 Penalty: 3469.136719
	Iteration 83F: 3 clusters Score -5511905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -519178.156250 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -519178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -515572.750000 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -515572.8 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -516597.156250 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -516597.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -516751.281250 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -516751.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -516866.750000 Penalty: 2728.677002
	Iteration 3Q: 3 clusters Score -516866.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -516969.937500 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -516969.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -517099.000000 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -517099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -517267.750000 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -517267.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -517498.843750 Penalty: 2728.677002
	Iteration 7F: 3 clusters Score -517498.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -517749.781250 Penalty: 2728.677002
	Iteration 8F: 3 clusters Score -517749.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -517980.343750 Penalty: 2728.677002
	Iteration 9F: 3 clusters Score -517980.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -518120.562500 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -518120.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -518215.500000 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -518215.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -518281.218750 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -518281.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -518328.125000 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -518328.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -518357.187500 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -518357.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -518383.062500 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -518383.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -518397.156250 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -518397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -518404.593750 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -518404.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -518413.281250 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -518413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -518414.937500 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -518414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -518417.843750 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -518417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -518419.593750 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -518419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -518421.687500 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -518421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -518421.750000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -518421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -518422.656250 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -518422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -518422.656250 Penalty: 2728.677002
	Iteration 25F: 3 clusters Score -518422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Entering Unmasked Estep 
Score: -3376222.750000 Penalty: 1655.144409
	Iteration 0F: 2 clusters Score -3376223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3358395.500000 Penalty: 3310.288818
	Iteration 0F: 3 clusters Score -3358396 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3365093.750000 Penalty: 3310.288818
	Iteration 1F: 3 clusters Score -3365094 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3365415.750000 Penalty: 3310.288818
	Iteration 2Q: 3 clusters Score -3365416 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3365700.500000 Penalty: 3310.288818
	Iteration 3Q: 3 clusters Score -3365700 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3366011.000000 Penalty: 3310.288818
	Iteration 4Q: 3 clusters Score -3366011 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3366390.500000 Penalty: 3310.288818
	Iteration 5Q: 3 clusters Score -3366390 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3366888.750000 Penalty: 3310.288818
	Iteration 6Q: 3 clusters Score -3366889 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3367543.000000 Penalty: 3310.288818
	Iteration 7Q: 3 clusters Score -3367543 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3368451.500000 Penalty: 3310.288818
	Iteration 8Q: 3 clusters Score -3368452 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3369524.000000 Penalty: 3310.288818
	Iteration 9F: 3 clusters Score -3369524 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3370505.250000 Penalty: 3310.288818
	Iteration 10Q: 3 clusters Score -3370505 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3371219.750000 Penalty: 3310.288818
	Iteration 11Q: 3 clusters Score -3371220 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3371718.000000 Penalty: 3310.288818
	Iteration 12Q: 3 clusters Score -3371718 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3372036.250000 Penalty: 3310.288818
	Iteration 13Q: 3 clusters Score -3372036 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3372256.750000 Penalty: 3310.288818
	Iteration 14Q: 3 clusters Score -3372257 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3372439.250000 Penalty: 3310.288818
	Iteration 15Q: 3 clusters Score -3372439 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3372575.750000 Penalty: 3310.288818
	Iteration 16Q: 3 clusters Score -3372576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3372689.500000 Penalty: 3310.288818
	Iteration 17Q: 3 clusters Score -3372690 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3372793.750000 Penalty: 3310.288818
	Iteration 18Q: 3 clusters Score -3372794 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3372882.500000 Penalty: 3310.288818
	Iteration 19Q: 3 clusters Score -3372882 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3372999.000000 Penalty: 3310.288818
	Iteration 20F: 3 clusters Score -3372999 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3373105.250000 Penalty: 3310.288818
	Iteration 21Q: 3 clusters Score -3373105 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3373219.750000 Penalty: 3310.288818
	Iteration 22Q: 3 clusters Score -3373220 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3373353.750000 Penalty: 3310.288818
	Iteration 23Q: 3 clusters Score -3373354 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3373467.000000 Penalty: 3310.288818
	Iteration 24Q: 3 clusters Score -3373467 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3373608.000000 Penalty: 3310.288818
	Iteration 25Q: 3 clusters Score -3373608 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3373742.000000 Penalty: 3310.288818
	Iteration 26Q: 3 clusters Score -3373742 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3373866.000000 Penalty: 3310.288818
	Iteration 27Q: 3 clusters Score -3373866 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3373990.250000 Penalty: 3310.288818
	Iteration 28Q: 3 clusters Score -3373990 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3374113.250000 Penalty: 3310.288818
	Iteration 29Q: 3 clusters Score -3374113 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3374234.000000 Penalty: 3310.288818
	Iteration 30Q: 3 clusters Score -3374234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3374341.250000 Penalty: 3310.288818
	Iteration 31Q: 3 clusters Score -3374341 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3374414.500000 Penalty: 3310.288818
	Iteration 32Q: 3 clusters Score -3374414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3374485.250000 Penalty: 3310.288818
	Iteration 33Q: 3 clusters Score -3374485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3374549.750000 Penalty: 3310.288818
	Iteration 34Q: 3 clusters Score -3374550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3374602.250000 Penalty: 3310.288818
	Iteration 35Q: 3 clusters Score -3374602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3374650.250000 Penalty: 3310.288818
	Iteration 36Q: 3 clusters Score -3374650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3374679.250000 Penalty: 3310.288818
	Iteration 37Q: 3 clusters Score -3374679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3374700.250000 Penalty: 3310.288818
	Iteration 38Q: 3 clusters Score -3374700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3374708.750000 Penalty: 3310.288818
	Iteration 39Q: 3 clusters Score -3374709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3374724.750000 Penalty: 3310.288818
	Iteration 40F: 3 clusters Score -3374725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3374741.000000 Penalty: 3310.288818
	Iteration 41Q: 3 clusters Score -3374741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3374748.000000 Penalty: 3310.288818
	Iteration 42Q: 3 clusters Score -3374748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3374756.500000 Penalty: 3310.288818
	Iteration 43Q: 3 clusters Score -3374756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3374766.500000 Penalty: 3310.288818
	Iteration 44Q: 3 clusters Score -3374766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3374766.750000 Penalty: 3310.288818
	Iteration 45Q: 3 clusters Score -3374767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3374767.750000 Penalty: 3310.288818
	Iteration 46Q: 3 clusters Score -3374768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3374772.000000 Penalty: 3310.288818
	Iteration 47Q: 3 clusters Score -3374772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3374774.750000 Penalty: 3310.288818
	Iteration 48Q: 3 clusters Score -3374775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3374775.250000 Penalty: 3310.288818
	Iteration 49Q: 3 clusters Score -3374775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3374775.750000 Penalty: 3310.288818
	Iteration 50Q: 3 clusters Score -3374776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3374778.250000 Penalty: 3310.288818
	Iteration 51Q: 3 clusters Score -3374778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3374777.500000 Penalty: 3310.288818
	Iteration 52Q: 3 clusters Score -3374778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3374781.750000 Penalty: 3310.288818
	Iteration 53Q: 3 clusters Score -3374782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3374783.000000 Penalty: 3310.288818
	Iteration 54Q: 3 clusters Score -3374783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3374783.750000 Penalty: 3310.288818
	Iteration 55Q: 3 clusters Score -3374784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3374779.750000 Penalty: 3310.288818
	Iteration 56Q: 3 clusters Score -3374780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3374779.750000 Penalty: 3310.288818
	Iteration 57F: 3 clusters Score -3374780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20565.861328 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20565.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20984.429688 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20984.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21134.265625 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21134.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21175.294922 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21175.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21179.408203 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21179.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21188.140625 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21188.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21243.072266 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21243.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21258.980469 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21258.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21260.277344 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21260.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21261.441406 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21261.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21261.441406 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -21261.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 59144 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79473 members 
Mstep: Class 5 contains 35872 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 93 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43229 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26516 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 20 contains 79236 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 72840 members 
Entering Unmasked Estep 
Score: -61627948.000000 Penalty: 38346.355469
Splitting cluster 18 changes total score from -61628964.000000 to -61627948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (79236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Entering Unmasked Estep 
Score: -10106396.000000 Penalty: 1833.030151
	Iteration 0F: 2 clusters Score -1.01064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -10055179.000000 Penalty: 3666.060303
	Iteration 0F: 3 clusters Score -1.005518e+07 nChanged 37819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -10076907.000000 Penalty: 3666.060303
	Iteration 1F: 3 clusters Score -1.007691e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -10077991.000000 Penalty: 3666.060303
	Iteration 2Q: 3 clusters Score -1.007799e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -10079556.000000 Penalty: 3666.060303
	Iteration 3Q: 3 clusters Score -1.007956e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -10081845.000000 Penalty: 3666.060303
	Iteration 4Q: 3 clusters Score -1.008184e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -10085002.000000 Penalty: 3666.060303
	Iteration 5F: 3 clusters Score -1.0085e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -10088968.000000 Penalty: 3666.060303
	Iteration 6F: 3 clusters Score -1.008897e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -10093377.000000 Penalty: 3666.060303
	Iteration 7F: 3 clusters Score -1.009338e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -10097364.000000 Penalty: 3666.060303
	Iteration 8F: 3 clusters Score -1.009736e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -10099827.000000 Penalty: 3666.060303
	Iteration 9F: 3 clusters Score -1.009983e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -10100966.000000 Penalty: 3666.060303
	Iteration 10Q: 3 clusters Score -1.010097e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -10101480.000000 Penalty: 3666.060303
	Iteration 11Q: 3 clusters Score -1.010148e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -10101849.000000 Penalty: 3666.060303
	Iteration 12Q: 3 clusters Score -1.010185e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -10102265.000000 Penalty: 3666.060303
	Iteration 13Q: 3 clusters Score -1.010226e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10102778.000000 Penalty: 3666.060303
	Iteration 14Q: 3 clusters Score -1.010278e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -10103272.000000 Penalty: 3666.060303
	Iteration 15Q: 3 clusters Score -1.010327e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -10103753.000000 Penalty: 3666.060303
	Iteration 16Q: 3 clusters Score -1.010375e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -10104080.000000 Penalty: 3666.060303
	Iteration 17Q: 3 clusters Score -1.010408e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -10104336.000000 Penalty: 3666.060303
	Iteration 18Q: 3 clusters Score -1.010434e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -10104503.000000 Penalty: 3666.060303
	Iteration 19Q: 3 clusters Score -1.01045e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -10104601.000000 Penalty: 3666.060303
	Iteration 20F: 3 clusters Score -1.01046e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -10104644.000000 Penalty: 3666.060303
	Iteration 21Q: 3 clusters Score -1.010464e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10104667.000000 Penalty: 3666.060303
	Iteration 22Q: 3 clusters Score -1.010467e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -10104689.000000 Penalty: 3666.060303
	Iteration 23Q: 3 clusters Score -1.010469e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -10104690.000000 Penalty: 3666.060303
	Iteration 24Q: 3 clusters Score -1.010469e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -10104744.000000 Penalty: 3666.060303
	Iteration 25Q: 3 clusters Score -1.010474e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -10104738.000000 Penalty: 3666.060303
	Iteration 26Q: 3 clusters Score -1.010474e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -10104733.000000 Penalty: 3666.060303
	Iteration 27Q: 3 clusters Score -1.010473e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -10104743.000000 Penalty: 3666.060303
	Iteration 28Q: 3 clusters Score -1.010474e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -10104744.000000 Penalty: 3666.060303
	Iteration 29Q: 3 clusters Score -1.010474e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -10104763.000000 Penalty: 3666.060303
	Iteration 30Q: 3 clusters Score -1.010476e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -10104746.000000 Penalty: 3666.060303
	Iteration 31Q: 3 clusters Score -1.010475e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -10104758.000000 Penalty: 3666.060303
	Iteration 32Q: 3 clusters Score -1.010476e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -10104794.000000 Penalty: 3666.060303
	Iteration 33Q: 3 clusters Score -1.010479e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -10104808.000000 Penalty: 3666.060303
	Iteration 34Q: 3 clusters Score -1.010481e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -10104816.000000 Penalty: 3666.060303
	Iteration 35Q: 3 clusters Score -1.010482e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -10104817.000000 Penalty: 3666.060303
	Iteration 36Q: 3 clusters Score -1.010482e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -10104825.000000 Penalty: 3666.060303
	Iteration 37Q: 3 clusters Score -1.010482e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -10104845.000000 Penalty: 3666.060303
	Iteration 38Q: 3 clusters Score -1.010484e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -10104873.000000 Penalty: 3666.060303
	Iteration 39Q: 3 clusters Score -1.010487e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -10104874.000000 Penalty: 3666.060303
	Iteration 40F: 3 clusters Score -1.010487e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10104889.000000 Penalty: 3666.060303
	Iteration 41Q: 3 clusters Score -1.010489e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -10104965.000000 Penalty: 3666.060303
	Iteration 42Q: 3 clusters Score -1.010496e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -10104985.000000 Penalty: 3666.060303
	Iteration 43Q: 3 clusters Score -1.010498e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -10105018.000000 Penalty: 3666.060303
	Iteration 44Q: 3 clusters Score -1.010502e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -10105075.000000 Penalty: 3666.060303
	Iteration 45Q: 3 clusters Score -1.010508e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -10105072.000000 Penalty: 3666.060303
	Iteration 46Q: 3 clusters Score -1.010507e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10105125.000000 Penalty: 3666.060303
	Iteration 47Q: 3 clusters Score -1.010512e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -10105187.000000 Penalty: 3666.060303
	Iteration 48Q: 3 clusters Score -1.010519e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -10105220.000000 Penalty: 3666.060303
	Iteration 49Q: 3 clusters Score -1.010522e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -10105260.000000 Penalty: 3666.060303
	Iteration 50Q: 3 clusters Score -1.010526e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -10105302.000000 Penalty: 3666.060303
	Iteration 51Q: 3 clusters Score -1.01053e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -10105329.000000 Penalty: 3666.060303
	Iteration 52Q: 3 clusters Score -1.010533e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -10105365.000000 Penalty: 3666.060303
	Iteration 53Q: 3 clusters Score -1.010536e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -10105473.000000 Penalty: 3666.060303
	Iteration 54Q: 3 clusters Score -1.010547e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -10105538.000000 Penalty: 3666.060303
	Iteration 55Q: 3 clusters Score -1.010554e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -10105581.000000 Penalty: 3666.060303
	Iteration 56Q: 3 clusters Score -1.010558e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -10105611.000000 Penalty: 3666.060303
	Iteration 57Q: 3 clusters Score -1.010561e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -10105660.000000 Penalty: 3666.060303
	Iteration 58Q: 3 clusters Score -1.010566e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -10105700.000000 Penalty: 3666.060303
	Iteration 59Q: 3 clusters Score -1.01057e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -10105740.000000 Penalty: 3666.060303
	Iteration 60F: 3 clusters Score -1.010574e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -10105788.000000 Penalty: 3666.060303
	Iteration 61Q: 3 clusters Score -1.010579e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -10105837.000000 Penalty: 3666.060303
	Iteration 62Q: 3 clusters Score -1.010584e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -10105863.000000 Penalty: 3666.060303
	Iteration 63Q: 3 clusters Score -1.010586e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -10105909.000000 Penalty: 3666.060303
	Iteration 64Q: 3 clusters Score -1.010591e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -10105952.000000 Penalty: 3666.060303
	Iteration 65Q: 3 clusters Score -1.010595e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -10106008.000000 Penalty: 3666.060303
	Iteration 66Q: 3 clusters Score -1.010601e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -10106069.000000 Penalty: 3666.060303
	Iteration 67Q: 3 clusters Score -1.010607e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -10106103.000000 Penalty: 3666.060303
	Iteration 68Q: 3 clusters Score -1.01061e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -10106136.000000 Penalty: 3666.060303
	Iteration 69Q: 3 clusters Score -1.010614e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -10106209.000000 Penalty: 3666.060303
	Iteration 70Q: 3 clusters Score -1.010621e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -10106281.000000 Penalty: 3666.060303
	Iteration 71Q: 3 clusters Score -1.010628e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -10106282.000000 Penalty: 3666.060303
	Iteration 72Q: 3 clusters Score -1.010628e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -10106297.000000 Penalty: 3666.060303
	Iteration 73Q: 3 clusters Score -1.01063e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -10106308.000000 Penalty: 3666.060303
	Iteration 74Q: 3 clusters Score -1.010631e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -10106338.000000 Penalty: 3666.060303
	Iteration 75Q: 3 clusters Score -1.010634e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -10106337.000000 Penalty: 3666.060303
	Iteration 76Q: 3 clusters Score -1.010634e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -10106357.000000 Penalty: 3666.060303
	Iteration 77Q: 3 clusters Score -1.010636e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -10106433.000000 Penalty: 3666.060303
	Iteration 78Q: 3 clusters Score -1.010643e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -10106463.000000 Penalty: 3666.060303
	Iteration 79Q: 3 clusters Score -1.010646e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -10106509.000000 Penalty: 3666.060303
	Iteration 80F: 3 clusters Score -1.010651e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -10106527.000000 Penalty: 3666.060303
	Iteration 81Q: 3 clusters Score -1.010653e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -10106561.000000 Penalty: 3666.060303
	Iteration 82Q: 3 clusters Score -1.010656e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -10106607.000000 Penalty: 3666.060303
	Iteration 83Q: 3 clusters Score -1.010661e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -10106607.000000 Penalty: 3666.060303
	Iteration 84Q: 3 clusters Score -1.010661e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -10106640.000000 Penalty: 3666.060303
	Iteration 85Q: 3 clusters Score -1.010664e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -10106671.000000 Penalty: 3666.060303
	Iteration 86Q: 3 clusters Score -1.010667e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -10106693.000000 Penalty: 3666.060303
	Iteration 87Q: 3 clusters Score -1.010669e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -10106717.000000 Penalty: 3666.060303
	Iteration 88Q: 3 clusters Score -1.010672e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -10106734.000000 Penalty: 3666.060303
	Iteration 89Q: 3 clusters Score -1.010673e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -10106746.000000 Penalty: 3666.060303
	Iteration 90Q: 3 clusters Score -1.010675e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -10106756.000000 Penalty: 3666.060303
	Iteration 91Q: 3 clusters Score -1.010676e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -10106757.000000 Penalty: 3666.060303
	Iteration 92Q: 3 clusters Score -1.010676e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -10106749.000000 Penalty: 3666.060303
	Iteration 93Q: 3 clusters Score -1.010675e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -10106761.000000 Penalty: 3666.060303
	Iteration 94Q: 3 clusters Score -1.010676e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -10106766.000000 Penalty: 3666.060303
	Iteration 95Q: 3 clusters Score -1.010677e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -10106803.000000 Penalty: 3666.060303
	Iteration 96Q: 3 clusters Score -1.01068e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -10106765.000000 Penalty: 3666.060303
	Iteration 97Q: 3 clusters Score -1.010676e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -10106747.000000 Penalty: 3666.060303
	Iteration 98Q: 3 clusters Score -1.010675e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -10106749.000000 Penalty: 3666.060303
	Iteration 99Q: 3 clusters Score -1.010675e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -10106754.000000 Penalty: 3666.060303
	Iteration 100F: 3 clusters Score -1.010675e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -10106796.000000 Penalty: 3666.060303
	Iteration 101Q: 3 clusters Score -1.01068e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -10106827.000000 Penalty: 3666.060303
	Iteration 102Q: 3 clusters Score -1.010683e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -10106858.000000 Penalty: 3666.060303
	Iteration 103Q: 3 clusters Score -1.010686e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -10106856.000000 Penalty: 3666.060303
	Iteration 104Q: 3 clusters Score -1.010686e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -10106860.000000 Penalty: 3666.060303
	Iteration 105Q: 3 clusters Score -1.010686e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -10106870.000000 Penalty: 3666.060303
	Iteration 106Q: 3 clusters Score -1.010687e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -10106899.000000 Penalty: 3666.060303
	Iteration 107Q: 3 clusters Score -1.01069e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -10106920.000000 Penalty: 3666.060303
	Iteration 108Q: 3 clusters Score -1.010692e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -10106879.000000 Penalty: 3666.060303
	Iteration 109Q: 3 clusters Score -1.010688e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -10106909.000000 Penalty: 3666.060303
	Iteration 110Q: 3 clusters Score -1.010691e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -10106893.000000 Penalty: 3666.060303
	Iteration 111Q: 3 clusters Score -1.010689e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -10106889.000000 Penalty: 3666.060303
	Iteration 112Q: 3 clusters Score -1.010689e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -10106910.000000 Penalty: 3666.060303
	Iteration 113Q: 3 clusters Score -1.010691e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -10106937.000000 Penalty: 3666.060303
	Iteration 114Q: 3 clusters Score -1.010694e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -10106945.000000 Penalty: 3666.060303
	Iteration 115Q: 3 clusters Score -1.010694e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -10106978.000000 Penalty: 3666.060303
	Iteration 116Q: 3 clusters Score -1.010698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -10107010.000000 Penalty: 3666.060303
	Iteration 117Q: 3 clusters Score -1.010701e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -10107000.000000 Penalty: 3666.060303
	Iteration 118Q: 3 clusters Score -1.0107e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -10107017.000000 Penalty: 3666.060303
	Iteration 119Q: 3 clusters Score -1.010702e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -10107005.000000 Penalty: 3666.060303
	Iteration 120F: 3 clusters Score -1.0107e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -10106980.000000 Penalty: 3666.060303
	Iteration 121Q: 3 clusters Score -1.010698e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -10107013.000000 Penalty: 3666.060303
	Iteration 122Q: 3 clusters Score -1.010701e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -10107005.000000 Penalty: 3666.060303
	Iteration 123Q: 3 clusters Score -1.0107e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -10107019.000000 Penalty: 3666.060303
	Iteration 124Q: 3 clusters Score -1.010702e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -10107027.000000 Penalty: 3666.060303
	Iteration 125Q: 3 clusters Score -1.010703e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -10107043.000000 Penalty: 3666.060303
	Iteration 126Q: 3 clusters Score -1.010704e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -10107039.000000 Penalty: 3666.060303
	Iteration 127Q: 3 clusters Score -1.010704e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -10107005.000000 Penalty: 3666.060303
	Iteration 128Q: 3 clusters Score -1.0107e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -10107021.000000 Penalty: 3666.060303
	Iteration 129Q: 3 clusters Score -1.010702e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -10107035.000000 Penalty: 3666.060303
	Iteration 130Q: 3 clusters Score -1.010704e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -10107050.000000 Penalty: 3666.060303
	Iteration 131Q: 3 clusters Score -1.010705e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -10107017.000000 Penalty: 3666.060303
	Iteration 132Q: 3 clusters Score -1.010702e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -10106994.000000 Penalty: 3666.060303
	Iteration 133Q: 3 clusters Score -1.010699e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -10106984.000000 Penalty: 3666.060303
	Iteration 134Q: 3 clusters Score -1.010698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -10106976.000000 Penalty: 3666.060303
	Iteration 135Q: 3 clusters Score -1.010698e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -10106963.000000 Penalty: 3666.060303
	Iteration 136Q: 3 clusters Score -1.010696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -10106952.000000 Penalty: 3666.060303
	Iteration 137Q: 3 clusters Score -1.010695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -10106975.000000 Penalty: 3666.060303
	Iteration 138Q: 3 clusters Score -1.010698e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -10106942.000000 Penalty: 3666.060303
	Iteration 139Q: 3 clusters Score -1.010694e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -10106934.000000 Penalty: 3666.060303
	Iteration 140F: 3 clusters Score -1.010693e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -10106914.000000 Penalty: 3666.060303
	Iteration 141Q: 3 clusters Score -1.010691e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -10106905.000000 Penalty: 3666.060303
	Iteration 142Q: 3 clusters Score -1.01069e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -10106902.000000 Penalty: 3666.060303
	Iteration 143Q: 3 clusters Score -1.01069e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -10106929.000000 Penalty: 3666.060303
	Iteration 144Q: 3 clusters Score -1.010693e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -10106935.000000 Penalty: 3666.060303
	Iteration 145Q: 3 clusters Score -1.010694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -10106940.000000 Penalty: 3666.060303
	Iteration 146Q: 3 clusters Score -1.010694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -10106927.000000 Penalty: 3666.060303
	Iteration 147Q: 3 clusters Score -1.010693e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -10106920.000000 Penalty: 3666.060303
	Iteration 148Q: 3 clusters Score -1.010692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -10106927.000000 Penalty: 3666.060303
	Iteration 149Q: 3 clusters Score -1.010693e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -10106952.000000 Penalty: 3666.060303
	Iteration 150Q: 3 clusters Score -1.010695e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -10106921.000000 Penalty: 3666.060303
	Iteration 151Q: 3 clusters Score -1.010692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -10106913.000000 Penalty: 3666.060303
	Iteration 152Q: 3 clusters Score -1.010691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -10106903.000000 Penalty: 3666.060303
	Iteration 153Q: 3 clusters Score -1.01069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -10106901.000000 Penalty: 3666.060303
	Iteration 154Q: 3 clusters Score -1.01069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -10106903.000000 Penalty: 3666.060303
	Iteration 155Q: 3 clusters Score -1.01069e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -10106899.000000 Penalty: 3666.060303
	Iteration 156Q: 3 clusters Score -1.01069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -10106905.000000 Penalty: 3666.060303
	Iteration 157Q: 3 clusters Score -1.01069e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -10106903.000000 Penalty: 3666.060303
	Iteration 158Q: 3 clusters Score -1.01069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -10106900.000000 Penalty: 3666.060303
	Iteration 159Q: 3 clusters Score -1.01069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -10106861.000000 Penalty: 3666.060303
	Iteration 160F: 3 clusters Score -1.010686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -10106862.000000 Penalty: 3666.060303
	Iteration 161Q: 3 clusters Score -1.010686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -10106867.000000 Penalty: 3666.060303
	Iteration 162Q: 3 clusters Score -1.010687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -10106868.000000 Penalty: 3666.060303
	Iteration 163Q: 3 clusters Score -1.010687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -10106866.000000 Penalty: 3666.060303
	Iteration 164Q: 3 clusters Score -1.010687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -10106855.000000 Penalty: 3666.060303
	Iteration 165Q: 3 clusters Score -1.010686e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -10106877.000000 Penalty: 3666.060303
	Iteration 166Q: 3 clusters Score -1.010688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -10106881.000000 Penalty: 3666.060303
	Iteration 167Q: 3 clusters Score -1.010688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -10106879.000000 Penalty: 3666.060303
	Iteration 168Q: 3 clusters Score -1.010688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -10106876.000000 Penalty: 3666.060303
	Iteration 169Q: 3 clusters Score -1.010688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -10106883.000000 Penalty: 3666.060303
	Iteration 170Q: 3 clusters Score -1.010688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -10106888.000000 Penalty: 3666.060303
	Iteration 171Q: 3 clusters Score -1.010689e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -10106879.000000 Penalty: 3666.060303
	Iteration 172Q: 3 clusters Score -1.010688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -10106876.000000 Penalty: 3666.060303
	Iteration 173Q: 3 clusters Score -1.010688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -10106856.000000 Penalty: 3666.060303
	Iteration 174Q: 3 clusters Score -1.010686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -10106853.000000 Penalty: 3666.060303
	Iteration 175Q: 3 clusters Score -1.010685e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -10106849.000000 Penalty: 3666.060303
	Iteration 176Q: 3 clusters Score -1.010685e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -10106854.000000 Penalty: 3666.060303
	Iteration 177Q: 3 clusters Score -1.010685e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -10106842.000000 Penalty: 3666.060303
	Iteration 178Q: 3 clusters Score -1.010684e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -10106832.000000 Penalty: 3666.060303
	Iteration 179Q: 3 clusters Score -1.010683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -10106813.000000 Penalty: 3666.060303
	Iteration 180F: 3 clusters Score -1.010681e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -10106810.000000 Penalty: 3666.060303
	Iteration 181Q: 3 clusters Score -1.010681e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -10106790.000000 Penalty: 3666.060303
	Iteration 182Q: 3 clusters Score -1.010679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -10106788.000000 Penalty: 3666.060303
	Iteration 183Q: 3 clusters Score -1.010679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -10106785.000000 Penalty: 3666.060303
	Iteration 184Q: 3 clusters Score -1.010678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -10106777.000000 Penalty: 3666.060303
	Iteration 185Q: 3 clusters Score -1.010678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -10106754.000000 Penalty: 3666.060303
	Iteration 186Q: 3 clusters Score -1.010675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -10106740.000000 Penalty: 3666.060303
	Iteration 187Q: 3 clusters Score -1.010674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -10106746.000000 Penalty: 3666.060303
	Iteration 188Q: 3 clusters Score -1.010675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -10106730.000000 Penalty: 3666.060303
	Iteration 189Q: 3 clusters Score -1.010673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -10106725.000000 Penalty: 3666.060303
	Iteration 190Q: 3 clusters Score -1.010672e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -10106727.000000 Penalty: 3666.060303
	Iteration 191Q: 3 clusters Score -1.010673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -10106752.000000 Penalty: 3666.060303
	Iteration 192Q: 3 clusters Score -1.010675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -10106730.000000 Penalty: 3666.060303
	Iteration 193Q: 3 clusters Score -1.010673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -10106719.000000 Penalty: 3666.060303
	Iteration 194Q: 3 clusters Score -1.010672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -10106740.000000 Penalty: 3666.060303
	Iteration 195Q: 3 clusters Score -1.010674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -10106738.000000 Penalty: 3666.060303
	Iteration 196Q: 3 clusters Score -1.010674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -10106717.000000 Penalty: 3666.060303
	Iteration 197Q: 3 clusters Score -1.010672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -10106732.000000 Penalty: 3666.060303
	Iteration 198Q: 3 clusters Score -1.010673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -10106717.000000 Penalty: 3666.060303
	Iteration 199Q: 3 clusters Score -1.010672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -10106713.000000 Penalty: 3666.060303
	Iteration 200F: 3 clusters Score -1.010671e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -10106708.000000 Penalty: 3666.060303
	Iteration 201Q: 3 clusters Score -1.010671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -10106701.000000 Penalty: 3666.060303
	Iteration 202Q: 3 clusters Score -1.01067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -10106685.000000 Penalty: 3666.060303
	Iteration 203Q: 3 clusters Score -1.010668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -10106701.000000 Penalty: 3666.060303
	Iteration 204Q: 3 clusters Score -1.01067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -10106719.000000 Penalty: 3666.060303
	Iteration 205Q: 3 clusters Score -1.010672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -10106724.000000 Penalty: 3666.060303
	Iteration 206Q: 3 clusters Score -1.010672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -10106716.000000 Penalty: 3666.060303
	Iteration 207Q: 3 clusters Score -1.010672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -10106717.000000 Penalty: 3666.060303
	Iteration 208Q: 3 clusters Score -1.010672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -10106714.000000 Penalty: 3666.060303
	Iteration 209Q: 3 clusters Score -1.010671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -10106716.000000 Penalty: 3666.060303
	Iteration 210Q: 3 clusters Score -1.010672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -10106717.000000 Penalty: 3666.060303
	Iteration 211Q: 3 clusters Score -1.010672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -10106718.000000 Penalty: 3666.060303
	Iteration 212Q: 3 clusters Score -1.010672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -10106721.000000 Penalty: 3666.060303
	Iteration 213Q: 3 clusters Score -1.010672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -10106721.000000 Penalty: 3666.060303
	Iteration 214Q: 3 clusters Score -1.010672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -10106724.000000 Penalty: 3666.060303
	Iteration 215Q: 3 clusters Score -1.010672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -10106727.000000 Penalty: 3666.060303
	Iteration 216Q: 3 clusters Score -1.010673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -10106716.000000 Penalty: 3666.060303
	Iteration 217Q: 3 clusters Score -1.010672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -10106716.000000 Penalty: 3666.060303
	Iteration 218F: 3 clusters Score -1.010672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 59144 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79473 members 
Mstep: Class 5 contains 35872 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 72895 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43229 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26516 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 72840 members 
Entering Unmasked Estep 
Score: -61629148.000000 Penalty: 38346.355469
Splitting cluster 20 changes total score from -61628964.000000 to -61629148.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 21 (20476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Entering Unmasked Estep 
Score: -2593133.750000 Penalty: 1613.138916
	Iteration 0F: 2 clusters Score -2593134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2579290.750000 Penalty: 3226.277832
	Iteration 0F: 3 clusters Score -2579291 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2584360.250000 Penalty: 3226.277832
	Iteration 1F: 3 clusters Score -2584360 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2584698.500000 Penalty: 3226.277832
	Iteration 2F: 3 clusters Score -2584698 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2585027.250000 Penalty: 3226.277832
	Iteration 3Q: 3 clusters Score -2585027 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2585323.000000 Penalty: 3226.277832
	Iteration 4Q: 3 clusters Score -2585323 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2585631.000000 Penalty: 3226.277832
	Iteration 5Q: 3 clusters Score -2585631 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2585973.750000 Penalty: 3226.277832
	Iteration 6Q: 3 clusters Score -2585974 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2586402.000000 Penalty: 3226.277832
	Iteration 7Q: 3 clusters Score -2586402 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2586876.750000 Penalty: 3226.277832
	Iteration 8Q: 3 clusters Score -2586877 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2587361.500000 Penalty: 3226.277832
	Iteration 9Q: 3 clusters Score -2587362 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2587875.250000 Penalty: 3226.277832
	Iteration 10Q: 3 clusters Score -2587875 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2588355.750000 Penalty: 3226.277832
	Iteration 11Q: 3 clusters Score -2588356 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2588872.250000 Penalty: 3226.277832
	Iteration 12Q: 3 clusters Score -2588872 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2589332.000000 Penalty: 3226.277832
	Iteration 13Q: 3 clusters Score -2589332 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2589766.250000 Penalty: 3226.277832
	Iteration 14Q: 3 clusters Score -2589766 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2590180.750000 Penalty: 3226.277832
	Iteration 15Q: 3 clusters Score -2590181 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2590582.250000 Penalty: 3226.277832
	Iteration 16Q: 3 clusters Score -2590582 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2590978.500000 Penalty: 3226.277832
	Iteration 17Q: 3 clusters Score -2590978 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2591295.750000 Penalty: 3226.277832
	Iteration 18Q: 3 clusters Score -2591296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2591545.250000 Penalty: 3226.277832
	Iteration 19Q: 3 clusters Score -2591545 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2591718.000000 Penalty: 3226.277832
	Iteration 20F: 3 clusters Score -2591718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2591823.000000 Penalty: 3226.277832
	Iteration 21Q: 3 clusters Score -2591823 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2591896.500000 Penalty: 3226.277832
	Iteration 22Q: 3 clusters Score -2591896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2591932.500000 Penalty: 3226.277832
	Iteration 23Q: 3 clusters Score -2591932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2591955.500000 Penalty: 3226.277832
	Iteration 24Q: 3 clusters Score -2591956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2591982.250000 Penalty: 3226.277832
	Iteration 25Q: 3 clusters Score -2591982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2591990.500000 Penalty: 3226.277832
	Iteration 26Q: 3 clusters Score -2591990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2591994.250000 Penalty: 3226.277832
	Iteration 27Q: 3 clusters Score -2591994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2591998.250000 Penalty: 3226.277832
	Iteration 28Q: 3 clusters Score -2591998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2592002.500000 Penalty: 3226.277832
	Iteration 29Q: 3 clusters Score -2592002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2592001.250000 Penalty: 3226.277832
	Iteration 30Q: 3 clusters Score -2592001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2592002.500000 Penalty: 3226.277832
	Iteration 31Q: 3 clusters Score -2592002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2592007.250000 Penalty: 3226.277832
	Iteration 32Q: 3 clusters Score -2592007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2592004.750000 Penalty: 3226.277832
	Iteration 33Q: 3 clusters Score -2592005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2592003.500000 Penalty: 3226.277832
	Iteration 34Q: 3 clusters Score -2592004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2592003.500000 Penalty: 3226.277832
	Iteration 35F: 3 clusters Score -2592004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Entering Unmasked Estep 
Score: -9279218.000000 Penalty: 1819.353271
	Iteration 0F: 2 clusters Score -9279218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -9231397.000000 Penalty: 3638.706543
	Iteration 0F: 3 clusters Score -9231397 nChanged 34623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9251665.000000 Penalty: 3638.706543
	Iteration 1F: 3 clusters Score -9251665 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -9252919.000000 Penalty: 3638.706543
	Iteration 2Q: 3 clusters Score -9252919 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -9255122.000000 Penalty: 3638.706543
	Iteration 3F: 3 clusters Score -9255122 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -9259146.000000 Penalty: 3638.706543
	Iteration 4F: 3 clusters Score -9259146 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -9265249.000000 Penalty: 3638.706543
	Iteration 5F: 3 clusters Score -9265249 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -9271675.000000 Penalty: 3638.706543
	Iteration 6F: 3 clusters Score -9271675 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9275722.000000 Penalty: 3638.706543
	Iteration 7F: 3 clusters Score -9275722 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9277064.000000 Penalty: 3638.706543
	Iteration 8Q: 3 clusters Score -9277064 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9277426.000000 Penalty: 3638.706543
	Iteration 9Q: 3 clusters Score -9277426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9277527.000000 Penalty: 3638.706543
	Iteration 10Q: 3 clusters Score -9277527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9277557.000000 Penalty: 3638.706543
	Iteration 11Q: 3 clusters Score -9277557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9277569.000000 Penalty: 3638.706543
	Iteration 12Q: 3 clusters Score -9277569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9277573.000000 Penalty: 3638.706543
	Iteration 13Q: 3 clusters Score -9277573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9277586.000000 Penalty: 3638.706543
	Iteration 14Q: 3 clusters Score -9277586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9277588.000000 Penalty: 3638.706543
	Iteration 15Q: 3 clusters Score -9277588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9277587.000000 Penalty: 3638.706543
	Iteration 16Q: 3 clusters Score -9277587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9277589.000000 Penalty: 3638.706543
	Iteration 17Q: 3 clusters Score -9277589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9277609.000000 Penalty: 3638.706543
	Iteration 18Q: 3 clusters Score -9277609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9277606.000000 Penalty: 3638.706543
	Iteration 19Q: 3 clusters Score -9277606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9277613.000000 Penalty: 3638.706543
	Iteration 20F: 3 clusters Score -9277613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9277611.000000 Penalty: 3638.706543
	Iteration 21Q: 3 clusters Score -9277611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9277613.000000 Penalty: 3638.706543
	Iteration 22Q: 3 clusters Score -9277613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9277615.000000 Penalty: 3638.706543
	Iteration 23Q: 3 clusters Score -9277615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9277615.000000 Penalty: 3638.706543
	Iteration 24F: 3 clusters Score -9277615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 59144 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79473 members 
Mstep: Class 5 contains 35872 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 14 contains 43229 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26516 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 72840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629480.000000 Penalty: 38346.355469
Iteration 319Q: 19 clusters Score -6.162948e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 59206 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79863 members 
Mstep: Class 5 contains 35983 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 72060 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 5109 members 
Mstep: Class 14 contains 43317 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 26536 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 20502 members 
Mstep: Class 22 contains 72864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629704.000000 Penalty: 38346.355469
Iteration 320F: 19 clusters Score -6.16297e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 59109 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79988 members 
Mstep: Class 5 contains 35877 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 72327 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 14 contains 43218 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 26463 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 20469 members 
Mstep: Class 22 contains 72887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629728.000000 Penalty: 38346.355469
Iteration 321Q: 19 clusters Score -6.162973e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 59058 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80103 members 
Mstep: Class 5 contains 35825 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72414 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 16 contains 4423 members 
Mstep: Class 17 contains 26407 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 72898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629780.000000 Penalty: 38346.355469
Iteration 322Q: 19 clusters Score -6.162978e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 59013 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80157 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72515 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 14 contains 43087 members 
Mstep: Class 16 contains 4421 members 
Mstep: Class 17 contains 26361 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 20420 members 
Mstep: Class 22 contains 72923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629796.000000 Penalty: 38346.355469
Iteration 323Q: 19 clusters Score -6.16298e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 58982 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80197 members 
Mstep: Class 5 contains 35738 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72618 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 26330 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6525 members 
Mstep: Class 21 contains 20404 members 
Mstep: Class 22 contains 72936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629820.000000 Penalty: 38346.355469
Iteration 324Q: 19 clusters Score -6.162982e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 58945 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80252 members 
Mstep: Class 5 contains 35720 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72676 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 14 contains 43004 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 17 contains 26307 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 20396 members 
Mstep: Class 22 contains 72954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629880.000000 Penalty: 38346.355469
Iteration 325Q: 19 clusters Score -6.162988e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 58902 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80302 members 
Mstep: Class 5 contains 35701 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72729 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 14 contains 42969 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 20384 members 
Mstep: Class 22 contains 72972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629852.000000 Penalty: 38346.355469
Iteration 326Q: 19 clusters Score -6.162985e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 58861 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80341 members 
Mstep: Class 5 contains 35682 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72810 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 14 contains 42921 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 26270 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 20378 members 
Mstep: Class 22 contains 72988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629780.000000 Penalty: 38346.355469
Iteration 327Q: 19 clusters Score -6.162978e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 58834 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80344 members 
Mstep: Class 5 contains 35661 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 72910 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 14 contains 42893 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 26258 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 20364 members 
Mstep: Class 22 contains 72996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629716.000000 Penalty: 38346.355469
Iteration 328Q: 19 clusters Score -6.162972e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 58821 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80317 members 
Mstep: Class 5 contains 35642 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 73032 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 42851 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 26254 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6610 members 
Mstep: Class 21 contains 20352 members 
Mstep: Class 22 contains 73007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629788.000000 Penalty: 38346.355469
Iteration 329Q: 19 clusters Score -6.162979e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 58807 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80285 members 
Mstep: Class 5 contains 35629 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 73168 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 14 contains 42816 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 26239 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 20339 members 
Mstep: Class 22 contains 73026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629800.000000 Penalty: 38346.355469
Iteration 330Q: 19 clusters Score -6.16298e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 58784 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80254 members 
Mstep: Class 5 contains 35606 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 73296 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 42783 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6632 members 
Mstep: Class 21 contains 20330 members 
Mstep: Class 22 contains 73042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629792.000000 Penalty: 38346.355469
Iteration 331Q: 19 clusters Score -6.162979e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 58766 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80248 members 
Mstep: Class 5 contains 35587 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 73415 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 42755 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 20316 members 
Mstep: Class 22 contains 73057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629816.000000 Penalty: 38346.355469
Iteration 332Q: 19 clusters Score -6.162982e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 58736 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80222 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 73536 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 42746 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 26222 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 20307 members 
Mstep: Class 22 contains 73093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629836.000000 Penalty: 38346.355469
Iteration 333Q: 19 clusters Score -6.162984e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 58714 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80199 members 
Mstep: Class 5 contains 35560 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 73685 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 14 contains 42735 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 26221 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 20295 members 
Mstep: Class 22 contains 73112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629884.000000 Penalty: 38346.355469
Iteration 334Q: 19 clusters Score -6.162988e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 58686 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80165 members 
Mstep: Class 5 contains 35547 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 73852 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 14 contains 42725 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 20279 members 
Mstep: Class 22 contains 73130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629960.000000 Penalty: 38346.355469
Iteration 335Q: 19 clusters Score -6.162996e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 58676 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80146 members 
Mstep: Class 5 contains 35530 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 73990 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 42715 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 26216 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 73151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629988.000000 Penalty: 38346.355469
Iteration 336Q: 19 clusters Score -6.162999e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 58670 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80132 members 
Mstep: Class 5 contains 35512 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74115 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 14 contains 42702 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 26218 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 20268 members 
Mstep: Class 22 contains 73181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630004.000000 Penalty: 38346.355469
Iteration 337Q: 19 clusters Score -6.163e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 58669 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80122 members 
Mstep: Class 5 contains 35501 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74218 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 14 contains 42688 members 
Mstep: Class 16 contains 4401 members 
Mstep: Class 17 contains 26215 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 73200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630000.000000 Penalty: 38346.355469
Iteration 338Q: 19 clusters Score -6.163e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 58664 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80095 members 
Mstep: Class 5 contains 35495 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74318 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5099 members 
Mstep: Class 14 contains 42672 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 73218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629956.000000 Penalty: 38346.355469
Iteration 339Q: 19 clusters Score -6.162996e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 58663 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 80060 members 
Mstep: Class 5 contains 35482 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74418 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 14 contains 42665 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 26205 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 73247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629864.000000 Penalty: 38346.355469
Iteration 340F: 19 clusters Score -6.162986e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 58657 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79999 members 
Mstep: Class 5 contains 35471 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74539 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 14 contains 42659 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 26204 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 20268 members 
Mstep: Class 22 contains 73274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629932.000000 Penalty: 38346.355469
Iteration 341Q: 19 clusters Score -6.162993e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 58654 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79932 members 
Mstep: Class 5 contains 35467 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74647 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 14 contains 42648 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 20266 members 
Mstep: Class 22 contains 73302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629792.000000 Penalty: 38346.355469
Iteration 342Q: 19 clusters Score -6.162979e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 58648 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79868 members 
Mstep: Class 5 contains 35453 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 74772 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 14 contains 42632 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 20264 members 
Mstep: Class 22 contains 73325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629804.000000 Penalty: 38346.355469
Iteration 343Q: 19 clusters Score -6.16298e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 58633 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79820 members 
Mstep: Class 5 contains 35446 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 74894 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 14 contains 42627 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 20264 members 
Mstep: Class 22 contains 73336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629740.000000 Penalty: 38346.355469
Iteration 344Q: 19 clusters Score -6.162974e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 58617 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79741 members 
Mstep: Class 5 contains 35444 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75028 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 14 contains 42622 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 26205 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 20263 members 
Mstep: Class 22 contains 73342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629756.000000 Penalty: 38346.355469
Iteration 345Q: 19 clusters Score -6.162976e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 58608 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79675 members 
Mstep: Class 5 contains 35435 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 75145 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42615 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 26210 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 20262 members 
Mstep: Class 22 contains 73359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629900.000000 Penalty: 38346.355469
Iteration 346Q: 19 clusters Score -6.16299e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 58598 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79614 members 
Mstep: Class 5 contains 35424 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 75244 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42617 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 26207 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 20258 members 
Mstep: Class 22 contains 73368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629952.000000 Penalty: 38346.355469
Iteration 347Q: 19 clusters Score -6.162995e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 58596 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79561 members 
Mstep: Class 5 contains 35415 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 75337 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42612 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 26206 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 20253 members 
Mstep: Class 22 contains 73362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629996.000000 Penalty: 38346.355469
Iteration 348Q: 19 clusters Score -6.163e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 58588 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79508 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 75416 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42611 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 26212 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 20248 members 
Mstep: Class 22 contains 73356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629924.000000 Penalty: 38346.355469
Iteration 349Q: 19 clusters Score -6.162992e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 58579 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79461 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75495 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42606 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 26213 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 20246 members 
Mstep: Class 22 contains 73349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629876.000000 Penalty: 38346.355469
Iteration 350Q: 19 clusters Score -6.162988e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 58572 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79407 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75574 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26214 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 20243 members 
Mstep: Class 22 contains 73341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629800.000000 Penalty: 38346.355469
Iteration 351Q: 19 clusters Score -6.16298e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 58560 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79346 members 
Mstep: Class 5 contains 35407 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75675 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 14 contains 42607 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26210 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 20237 members 
Mstep: Class 22 contains 73332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629792.000000 Penalty: 38346.355469
Iteration 352Q: 19 clusters Score -6.162979e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 58552 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79283 members 
Mstep: Class 5 contains 35400 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75782 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 14 contains 42608 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26207 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 20228 members 
Mstep: Class 22 contains 73328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629796.000000 Penalty: 38346.355469
Iteration 353Q: 19 clusters Score -6.16298e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 58540 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79232 members 
Mstep: Class 5 contains 35393 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75864 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 14 contains 42607 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26204 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 20220 members 
Mstep: Class 22 contains 73327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629828.000000 Penalty: 38346.355469
Iteration 354Q: 19 clusters Score -6.162983e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 58534 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79185 members 
Mstep: Class 5 contains 35382 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75932 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 5086 members 
Mstep: Class 14 contains 42608 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26199 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6785 members 
Mstep: Class 21 contains 20216 members 
Mstep: Class 22 contains 73329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629812.000000 Penalty: 38346.355469
Iteration 355Q: 19 clusters Score -6.162981e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 58529 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79146 members 
Mstep: Class 5 contains 35378 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 75984 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42609 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26197 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 20214 members 
Mstep: Class 22 contains 73331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629896.000000 Penalty: 38346.355469
Iteration 356Q: 19 clusters Score -6.16299e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 58523 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79100 members 
Mstep: Class 5 contains 35375 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76037 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42606 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26198 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 20213 members 
Mstep: Class 22 contains 73333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629940.000000 Penalty: 38346.355469
Iteration 357Q: 19 clusters Score -6.162994e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 58516 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79059 members 
Mstep: Class 5 contains 35376 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76082 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 73328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629948.000000 Penalty: 38346.355469
Iteration 358Q: 19 clusters Score -6.162995e+07 nChanged 206
Entering ConstructFrom: 
Score: -61629948.000000 Penalty: 38346.355469
Entering ConstructFrom: 
Trying to split cluster 1 (62173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Entering Unmasked Estep 
Score: -7990109.500000 Penalty: 1793.622314
	Iteration 0F: 2 clusters Score -7990110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -7948994.000000 Penalty: 3587.244629
	Iteration 0F: 3 clusters Score -7948994 nChanged 29226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7965755.500000 Penalty: 3587.244629
	Iteration 1F: 3 clusters Score -7965756 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7966211.500000 Penalty: 3587.244629
	Iteration 2Q: 3 clusters Score -7966212 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7966761.500000 Penalty: 3587.244629
	Iteration 3Q: 3 clusters Score -7966762 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -7967276.000000 Penalty: 3587.244629
	Iteration 4Q: 3 clusters Score -7967276 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7967816.000000 Penalty: 3587.244629
	Iteration 5Q: 3 clusters Score -7967816 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7968487.500000 Penalty: 3587.244629
	Iteration 6Q: 3 clusters Score -7968488 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7969482.000000 Penalty: 3587.244629
	Iteration 7Q: 3 clusters Score -7969482 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -7970964.000000 Penalty: 3587.244629
	Iteration 8Q: 3 clusters Score -7970964 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7973022.500000 Penalty: 3587.244629
	Iteration 9F: 3 clusters Score -7973022 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -7975502.500000 Penalty: 3587.244629
	Iteration 10F: 3 clusters Score -7975502 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -7978035.000000 Penalty: 3587.244629
	Iteration 11F: 3 clusters Score -7978035 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -7980272.000000 Penalty: 3587.244629
	Iteration 12Q: 3 clusters Score -7980272 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -7981949.500000 Penalty: 3587.244629
	Iteration 13Q: 3 clusters Score -7981950 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -7983272.000000 Penalty: 3587.244629
	Iteration 14Q: 3 clusters Score -7983272 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -7984423.000000 Penalty: 3587.244629
	Iteration 15Q: 3 clusters Score -7984423 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -7985439.000000 Penalty: 3587.244629
	Iteration 16Q: 3 clusters Score -7985439 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -7986400.000000 Penalty: 3587.244629
	Iteration 17Q: 3 clusters Score -7986400 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -7987111.000000 Penalty: 3587.244629
	Iteration 18Q: 3 clusters Score -7987111 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -7987599.000000 Penalty: 3587.244629
	Iteration 19Q: 3 clusters Score -7987599 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7987895.500000 Penalty: 3587.244629
	Iteration 20F: 3 clusters Score -7987896 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -7988084.500000 Penalty: 3587.244629
	Iteration 21Q: 3 clusters Score -7988084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -7988226.500000 Penalty: 3587.244629
	Iteration 22Q: 3 clusters Score -7988226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7988319.000000 Penalty: 3587.244629
	Iteration 23Q: 3 clusters Score -7988319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -7988364.000000 Penalty: 3587.244629
	Iteration 24Q: 3 clusters Score -7988364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -7988408.000000 Penalty: 3587.244629
	Iteration 25Q: 3 clusters Score -7988408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -7988440.500000 Penalty: 3587.244629
	Iteration 26Q: 3 clusters Score -7988440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -7988464.500000 Penalty: 3587.244629
	Iteration 27Q: 3 clusters Score -7988464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -7988466.500000 Penalty: 3587.244629
	Iteration 28Q: 3 clusters Score -7988466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -7988471.000000 Penalty: 3587.244629
	Iteration 29Q: 3 clusters Score -7988471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -7988475.000000 Penalty: 3587.244629
	Iteration 30Q: 3 clusters Score -7988475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -7988500.500000 Penalty: 3587.244629
	Iteration 31Q: 3 clusters Score -7988500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7988507.500000 Penalty: 3587.244629
	Iteration 32Q: 3 clusters Score -7988508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -7988511.500000 Penalty: 3587.244629
	Iteration 33Q: 3 clusters Score -7988512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -7988525.000000 Penalty: 3587.244629
	Iteration 34Q: 3 clusters Score -7988525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -7988523.000000 Penalty: 3587.244629
	Iteration 35Q: 3 clusters Score -7988523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -7988538.000000 Penalty: 3587.244629
	Iteration 36Q: 3 clusters Score -7988538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -7988540.000000 Penalty: 3587.244629
	Iteration 37Q: 3 clusters Score -7988540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -7988545.500000 Penalty: 3587.244629
	Iteration 38Q: 3 clusters Score -7988546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -7988555.000000 Penalty: 3587.244629
	Iteration 39Q: 3 clusters Score -7988555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -7988557.500000 Penalty: 3587.244629
	Iteration 40F: 3 clusters Score -7988558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -7988554.000000 Penalty: 3587.244629
	Iteration 41Q: 3 clusters Score -7988554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7988556.500000 Penalty: 3587.244629
	Iteration 42Q: 3 clusters Score -7988556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7988555.000000 Penalty: 3587.244629
	Iteration 43Q: 3 clusters Score -7988555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -7988555.000000 Penalty: 3587.244629
	Iteration 44F: 3 clusters Score -7988555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Entering Unmasked Estep 
Score: -7454211.500000 Penalty: 1783.768677
	Iteration 0F: 2 clusters Score -7454212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7415328.500000 Penalty: 3567.537354
	Iteration 0F: 3 clusters Score -7415328 nChanged 27511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -7431027.000000 Penalty: 3567.537354
	Iteration 1F: 3 clusters Score -7431027 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7431558.500000 Penalty: 3567.537354
	Iteration 2Q: 3 clusters Score -7431558 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -7431961.500000 Penalty: 3567.537354
	Iteration 3Q: 3 clusters Score -7431962 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7432475.500000 Penalty: 3567.537354
	Iteration 4Q: 3 clusters Score -7432476 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -7433104.500000 Penalty: 3567.537354
	Iteration 5Q: 3 clusters Score -7433104 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -7434001.000000 Penalty: 3567.537354
	Iteration 6Q: 3 clusters Score -7434001 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -7435562.500000 Penalty: 3567.537354
	Iteration 7F: 3 clusters Score -7435562 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -7438346.000000 Penalty: 3567.537354
	Iteration 8F: 3 clusters Score -7438346 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -7442344.500000 Penalty: 3567.537354
	Iteration 9F: 3 clusters Score -7442344 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -7446721.500000 Penalty: 3567.537354
	Iteration 10F: 3 clusters Score -7446722 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -7449947.000000 Penalty: 3567.537354
	Iteration 11F: 3 clusters Score -7449947 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7451663.500000 Penalty: 3567.537354
	Iteration 12Q: 3 clusters Score -7451664 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -7452262.000000 Penalty: 3567.537354
	Iteration 13Q: 3 clusters Score -7452262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -7452454.000000 Penalty: 3567.537354
	Iteration 14Q: 3 clusters Score -7452454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -7452521.500000 Penalty: 3567.537354
	Iteration 15Q: 3 clusters Score -7452522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -7452569.000000 Penalty: 3567.537354
	Iteration 16Q: 3 clusters Score -7452569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -7452595.000000 Penalty: 3567.537354
	Iteration 17Q: 3 clusters Score -7452595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -7452625.500000 Penalty: 3567.537354
	Iteration 18Q: 3 clusters Score -7452626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -7452645.000000 Penalty: 3567.537354
	Iteration 19Q: 3 clusters Score -7452645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7452664.500000 Penalty: 3567.537354
	Iteration 20F: 3 clusters Score -7452664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -7452673.000000 Penalty: 3567.537354
	Iteration 21Q: 3 clusters Score -7452673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -7452678.500000 Penalty: 3567.537354
	Iteration 22Q: 3 clusters Score -7452678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7452680.500000 Penalty: 3567.537354
	Iteration 23Q: 3 clusters Score -7452680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7452680.500000 Penalty: 3567.537354
	Iteration 24F: 3 clusters Score -7452680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31933.978516 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31933.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32333.853516 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32333.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32495.654297 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32495.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32531.119141 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32531.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32560.099609 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32611.572266 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32611.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32643.132812 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32643.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32668.687500 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32668.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32696.007812 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32696.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32700.263672 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -32700.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32717.380859 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -32717.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32724.740234 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -32724.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32726.240234 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -32726.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32728.535156 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -32728.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32729.082031 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -32729.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32729.082031 Penalty: 1892.489868
	Iteration 15F: 3 clusters Score -32729.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79017 members 
Entering Unmasked Estep 
Score: -10138056.000000 Penalty: 1832.580444
	Iteration 0F: 2 clusters Score -1.013806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -10086977.000000 Penalty: 3665.160889
	Iteration 0F: 3 clusters Score -1.008698e+07 nChanged 37504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -10108504.000000 Penalty: 3665.160889
	Iteration 1F: 3 clusters Score -1.01085e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -10109012.000000 Penalty: 3665.160889
	Iteration 2Q: 3 clusters Score -1.010901e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -10109533.000000 Penalty: 3665.160889
	Iteration 3Q: 3 clusters Score -1.010953e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -10110175.000000 Penalty: 3665.160889
	Iteration 4Q: 3 clusters Score -1.011018e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -10110827.000000 Penalty: 3665.160889
	Iteration 5Q: 3 clusters Score -1.011083e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -10111632.000000 Penalty: 3665.160889
	Iteration 6Q: 3 clusters Score -1.011163e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -10112586.000000 Penalty: 3665.160889
	Iteration 7Q: 3 clusters Score -1.011259e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -10113890.000000 Penalty: 3665.160889
	Iteration 8Q: 3 clusters Score -1.011389e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -10115740.000000 Penalty: 3665.160889
	Iteration 9Q: 3 clusters Score -1.011574e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -10118430.000000 Penalty: 3665.160889
	Iteration 10F: 3 clusters Score -1.011843e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -10121644.000000 Penalty: 3665.160889
	Iteration 11F: 3 clusters Score -1.012164e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -10124557.000000 Penalty: 3665.160889
	Iteration 12F: 3 clusters Score -1.012456e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -10126627.000000 Penalty: 3665.160889
	Iteration 13Q: 3 clusters Score -1.012663e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -10127979.000000 Penalty: 3665.160889
	Iteration 14Q: 3 clusters Score -1.012798e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -10128786.000000 Penalty: 3665.160889
	Iteration 15Q: 3 clusters Score -1.012879e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -10129271.000000 Penalty: 3665.160889
	Iteration 16Q: 3 clusters Score -1.012927e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -10129877.000000 Penalty: 3665.160889
	Iteration 17Q: 3 clusters Score -1.012988e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -10130281.000000 Penalty: 3665.160889
	Iteration 18Q: 3 clusters Score -1.013028e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -10130740.000000 Penalty: 3665.160889
	Iteration 19Q: 3 clusters Score -1.013074e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -10131035.000000 Penalty: 3665.160889
	Iteration 20F: 3 clusters Score -1.013104e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -10131289.000000 Penalty: 3665.160889
	Iteration 21Q: 3 clusters Score -1.013129e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -10131570.000000 Penalty: 3665.160889
	Iteration 22Q: 3 clusters Score -1.013157e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -10131742.000000 Penalty: 3665.160889
	Iteration 23Q: 3 clusters Score -1.013174e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10131894.000000 Penalty: 3665.160889
	Iteration 24Q: 3 clusters Score -1.013189e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -10132038.000000 Penalty: 3665.160889
	Iteration 25Q: 3 clusters Score -1.013204e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -10132182.000000 Penalty: 3665.160889
	Iteration 26Q: 3 clusters Score -1.013218e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -10132338.000000 Penalty: 3665.160889
	Iteration 27Q: 3 clusters Score -1.013234e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -10132427.000000 Penalty: 3665.160889
	Iteration 28Q: 3 clusters Score -1.013243e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -10132485.000000 Penalty: 3665.160889
	Iteration 29Q: 3 clusters Score -1.013248e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -10132525.000000 Penalty: 3665.160889
	Iteration 30Q: 3 clusters Score -1.013252e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -10132666.000000 Penalty: 3665.160889
	Iteration 31Q: 3 clusters Score -1.013267e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -10132781.000000 Penalty: 3665.160889
	Iteration 32Q: 3 clusters Score -1.013278e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -10132910.000000 Penalty: 3665.160889
	Iteration 33Q: 3 clusters Score -1.013291e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -10133022.000000 Penalty: 3665.160889
	Iteration 34Q: 3 clusters Score -1.013302e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -10133194.000000 Penalty: 3665.160889
	Iteration 35Q: 3 clusters Score -1.013319e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -10133313.000000 Penalty: 3665.160889
	Iteration 36Q: 3 clusters Score -1.013331e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -10133490.000000 Penalty: 3665.160889
	Iteration 37Q: 3 clusters Score -1.013349e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -10133605.000000 Penalty: 3665.160889
	Iteration 38Q: 3 clusters Score -1.01336e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -10133744.000000 Penalty: 3665.160889
	Iteration 39Q: 3 clusters Score -1.013374e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -10133950.000000 Penalty: 3665.160889
	Iteration 40F: 3 clusters Score -1.013395e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -10134164.000000 Penalty: 3665.160889
	Iteration 41Q: 3 clusters Score -1.013416e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -10134372.000000 Penalty: 3665.160889
	Iteration 42Q: 3 clusters Score -1.013437e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -10134574.000000 Penalty: 3665.160889
	Iteration 43Q: 3 clusters Score -1.013457e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -10134799.000000 Penalty: 3665.160889
	Iteration 44Q: 3 clusters Score -1.01348e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -10135046.000000 Penalty: 3665.160889
	Iteration 45Q: 3 clusters Score -1.013505e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -10135245.000000 Penalty: 3665.160889
	Iteration 46Q: 3 clusters Score -1.013524e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -10135455.000000 Penalty: 3665.160889
	Iteration 47Q: 3 clusters Score -1.013546e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10135614.000000 Penalty: 3665.160889
	Iteration 48Q: 3 clusters Score -1.013561e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -10135795.000000 Penalty: 3665.160889
	Iteration 49Q: 3 clusters Score -1.01358e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -10135932.000000 Penalty: 3665.160889
	Iteration 50Q: 3 clusters Score -1.013593e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -10136093.000000 Penalty: 3665.160889
	Iteration 51Q: 3 clusters Score -1.013609e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -10136209.000000 Penalty: 3665.160889
	Iteration 52Q: 3 clusters Score -1.013621e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -10136242.000000 Penalty: 3665.160889
	Iteration 53Q: 3 clusters Score -1.013624e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -10136292.000000 Penalty: 3665.160889
	Iteration 54Q: 3 clusters Score -1.013629e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -10136337.000000 Penalty: 3665.160889
	Iteration 55Q: 3 clusters Score -1.013634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -10136357.000000 Penalty: 3665.160889
	Iteration 56Q: 3 clusters Score -1.013636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10136369.000000 Penalty: 3665.160889
	Iteration 57Q: 3 clusters Score -1.013637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -10136384.000000 Penalty: 3665.160889
	Iteration 58Q: 3 clusters Score -1.013638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -10136397.000000 Penalty: 3665.160889
	Iteration 59Q: 3 clusters Score -1.01364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10136407.000000 Penalty: 3665.160889
	Iteration 60F: 3 clusters Score -1.013641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10136424.000000 Penalty: 3665.160889
	Iteration 61Q: 3 clusters Score -1.013642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -10136438.000000 Penalty: 3665.160889
	Iteration 62Q: 3 clusters Score -1.013644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10136452.000000 Penalty: 3665.160889
	Iteration 63Q: 3 clusters Score -1.013645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -10136463.000000 Penalty: 3665.160889
	Iteration 64Q: 3 clusters Score -1.013646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10136464.000000 Penalty: 3665.160889
	Iteration 65Q: 3 clusters Score -1.013646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -10136469.000000 Penalty: 3665.160889
	Iteration 66Q: 3 clusters Score -1.013647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -10136474.000000 Penalty: 3665.160889
	Iteration 67Q: 3 clusters Score -1.013647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -10136476.000000 Penalty: 3665.160889
	Iteration 68Q: 3 clusters Score -1.013648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -10136480.000000 Penalty: 3665.160889
	Iteration 69Q: 3 clusters Score -1.013648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -10136479.000000 Penalty: 3665.160889
	Iteration 70Q: 3 clusters Score -1.013648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -10136488.000000 Penalty: 3665.160889
	Iteration 71Q: 3 clusters Score -1.013649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -10136487.000000 Penalty: 3665.160889
	Iteration 72Q: 3 clusters Score -1.013649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -10136486.000000 Penalty: 3665.160889
	Iteration 73Q: 3 clusters Score -1.013649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -10136491.000000 Penalty: 3665.160889
	Iteration 74Q: 3 clusters Score -1.013649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -10136493.000000 Penalty: 3665.160889
	Iteration 75Q: 3 clusters Score -1.013649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -10136501.000000 Penalty: 3665.160889
	Iteration 76Q: 3 clusters Score -1.01365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -10136495.000000 Penalty: 3665.160889
	Iteration 77Q: 3 clusters Score -1.01365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -10136496.000000 Penalty: 3665.160889
	Iteration 78Q: 3 clusters Score -1.01365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -10136497.000000 Penalty: 3665.160889
	Iteration 79Q: 3 clusters Score -1.01365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -10136501.000000 Penalty: 3665.160889
	Iteration 80F: 3 clusters Score -1.01365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -10136495.000000 Penalty: 3665.160889
	Iteration 81Q: 3 clusters Score -1.01365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -10136500.000000 Penalty: 3665.160889
	Iteration 82Q: 3 clusters Score -1.01365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -10136500.000000 Penalty: 3665.160889
	Iteration 83F: 3 clusters Score -1.01365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Entering Unmasked Estep 
Score: -4319069.500000 Penalty: 1701.953979
	Iteration 0F: 2 clusters Score -4319070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4295240.500000 Penalty: 3403.907959
	Iteration 0F: 3 clusters Score -4295240 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4304414.500000 Penalty: 3403.907959
	Iteration 1F: 3 clusters Score -4304414 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4305031.000000 Penalty: 3403.907959
	Iteration 2Q: 3 clusters Score -4305031 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4305877.500000 Penalty: 3403.907959
	Iteration 3F: 3 clusters Score -4305878 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4307179.500000 Penalty: 3403.907959
	Iteration 4F: 3 clusters Score -4307180 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4308955.500000 Penalty: 3403.907959
	Iteration 5F: 3 clusters Score -4308956 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4311295.000000 Penalty: 3403.907959
	Iteration 6F: 3 clusters Score -4311295 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4313657.500000 Penalty: 3403.907959
	Iteration 7F: 3 clusters Score -4313658 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4315435.500000 Penalty: 3403.907959
	Iteration 8F: 3 clusters Score -4315436 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4316504.500000 Penalty: 3403.907959
	Iteration 9Q: 3 clusters Score -4316504 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4317035.500000 Penalty: 3403.907959
	Iteration 10Q: 3 clusters Score -4317036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4317312.000000 Penalty: 3403.907959
	Iteration 11Q: 3 clusters Score -4317312 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4317418.000000 Penalty: 3403.907959
	Iteration 12Q: 3 clusters Score -4317418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4317485.000000 Penalty: 3403.907959
	Iteration 13Q: 3 clusters Score -4317485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4317525.000000 Penalty: 3403.907959
	Iteration 14Q: 3 clusters Score -4317525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4317548.500000 Penalty: 3403.907959
	Iteration 15Q: 3 clusters Score -4317548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4317557.000000 Penalty: 3403.907959
	Iteration 16Q: 3 clusters Score -4317557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4317573.500000 Penalty: 3403.907959
	Iteration 17Q: 3 clusters Score -4317574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4317582.000000 Penalty: 3403.907959
	Iteration 18Q: 3 clusters Score -4317582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4317590.500000 Penalty: 3403.907959
	Iteration 19Q: 3 clusters Score -4317590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4317597.000000 Penalty: 3403.907959
	Iteration 20F: 3 clusters Score -4317597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4317603.500000 Penalty: 3403.907959
	Iteration 21Q: 3 clusters Score -4317604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4317614.500000 Penalty: 3403.907959
	Iteration 22Q: 3 clusters Score -4317614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4317621.000000 Penalty: 3403.907959
	Iteration 23Q: 3 clusters Score -4317621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4317624.000000 Penalty: 3403.907959
	Iteration 24Q: 3 clusters Score -4317624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4317628.500000 Penalty: 3403.907959
	Iteration 25Q: 3 clusters Score -4317628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4317629.000000 Penalty: 3403.907959
	Iteration 26Q: 3 clusters Score -4317629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4317633.000000 Penalty: 3403.907959
	Iteration 27Q: 3 clusters Score -4317633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4317636.000000 Penalty: 3403.907959
	Iteration 28Q: 3 clusters Score -4317636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4317634.000000 Penalty: 3403.907959
	Iteration 29Q: 3 clusters Score -4317634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4317641.500000 Penalty: 3403.907959
	Iteration 30Q: 3 clusters Score -4317642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4317642.000000 Penalty: 3403.907959
	Iteration 31Q: 3 clusters Score -4317642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4317642.000000 Penalty: 3403.907959
	Iteration 32F: 3 clusters Score -4317642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -81186.359375 Penalty: 1072.699951
	Iteration 0F: 2 clusters Score -81186.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79950.265625 Penalty: 2145.399902
	Iteration 0F: 3 clusters Score -79950.27 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80431.531250 Penalty: 2145.399902
	Iteration 1F: 3 clusters Score -80431.53 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80831.406250 Penalty: 2145.399902
	Iteration 2F: 3 clusters Score -80831.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81062.242188 Penalty: 2145.399902
	Iteration 3F: 3 clusters Score -81062.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81120.796875 Penalty: 2145.399902
	Iteration 4Q: 3 clusters Score -81120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81146.773438 Penalty: 2145.399902
	Iteration 5Q: 3 clusters Score -81146.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81151.085938 Penalty: 2145.399902
	Iteration 6Q: 3 clusters Score -81151.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81158.625000 Penalty: 2145.399902
	Iteration 7Q: 3 clusters Score -81158.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81166.078125 Penalty: 2145.399902
	Iteration 8Q: 3 clusters Score -81166.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81172.640625 Penalty: 2145.399902
	Iteration 9Q: 3 clusters Score -81172.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81175.031250 Penalty: 2145.399902
	Iteration 10Q: 3 clusters Score -81175.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81177.617188 Penalty: 2145.399902
	Iteration 11Q: 3 clusters Score -81177.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81178.812500 Penalty: 2145.399902
	Iteration 12Q: 3 clusters Score -81178.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81178.812500 Penalty: 2145.399902
	Iteration 13F: 3 clusters Score -81178.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -128422.695312 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -128422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126964.304688 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -126964.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127246.101562 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -127246.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127306.617188 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -127306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127340.648438 Penalty: 2248.575928
	Iteration 3Q: 3 clusters Score -127340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127357.250000 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -127357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127361.203125 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -127361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -127367.476562 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -127367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127372.281250 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -127372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127377.007812 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -127377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127378.296875 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -127378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127379.085938 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -127379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127380.625000 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -127380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127381.093750 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -127381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127381.093750 Penalty: 2248.575928
	Iteration 13F: 3 clusters Score -127381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Entering Unmasked Estep 
Score: -9733531.000000 Penalty: 1826.562012
	Iteration 0F: 2 clusters Score -9733531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -9684217.000000 Penalty: 3653.124023
	Iteration 0F: 3 clusters Score -9684217 nChanged 36218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -9704576.000000 Penalty: 3653.124023
	Iteration 1F: 3 clusters Score -9704576 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9705168.000000 Penalty: 3653.124023
	Iteration 2Q: 3 clusters Score -9705168 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -9705905.000000 Penalty: 3653.124023
	Iteration 3Q: 3 clusters Score -9705905 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -9706925.000000 Penalty: 3653.124023
	Iteration 4Q: 3 clusters Score -9706925 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -9708598.000000 Penalty: 3653.124023
	Iteration 5Q: 3 clusters Score -9708598 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -9711226.000000 Penalty: 3653.124023
	Iteration 6F: 3 clusters Score -9711226 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9714929.000000 Penalty: 3653.124023
	Iteration 7F: 3 clusters Score -9714929 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -9719181.000000 Penalty: 3653.124023
	Iteration 8F: 3 clusters Score -9719181 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -9722921.000000 Penalty: 3653.124023
	Iteration 9F: 3 clusters Score -9722921 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -9725447.000000 Penalty: 3653.124023
	Iteration 10Q: 3 clusters Score -9725447 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -9726883.000000 Penalty: 3653.124023
	Iteration 11Q: 3 clusters Score -9726883 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -9727647.000000 Penalty: 3653.124023
	Iteration 12Q: 3 clusters Score -9727647 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -9728096.000000 Penalty: 3653.124023
	Iteration 13Q: 3 clusters Score -9728096 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -9728397.000000 Penalty: 3653.124023
	Iteration 14Q: 3 clusters Score -9728397 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -9728623.000000 Penalty: 3653.124023
	Iteration 15Q: 3 clusters Score -9728623 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -9728859.000000 Penalty: 3653.124023
	Iteration 16Q: 3 clusters Score -9728859 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -9729041.000000 Penalty: 3653.124023
	Iteration 17Q: 3 clusters Score -9729041 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -9729206.000000 Penalty: 3653.124023
	Iteration 18Q: 3 clusters Score -9729206 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -9729370.000000 Penalty: 3653.124023
	Iteration 19Q: 3 clusters Score -9729370 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -9729521.000000 Penalty: 3653.124023
	Iteration 20F: 3 clusters Score -9729521 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -9729710.000000 Penalty: 3653.124023
	Iteration 21Q: 3 clusters Score -9729710 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -9729886.000000 Penalty: 3653.124023
	Iteration 22Q: 3 clusters Score -9729886 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -9730033.000000 Penalty: 3653.124023
	Iteration 23Q: 3 clusters Score -9730033 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -9730258.000000 Penalty: 3653.124023
	Iteration 24Q: 3 clusters Score -9730258 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -9730482.000000 Penalty: 3653.124023
	Iteration 25Q: 3 clusters Score -9730482 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -9730679.000000 Penalty: 3653.124023
	Iteration 26Q: 3 clusters Score -9730679 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -9730883.000000 Penalty: 3653.124023
	Iteration 27Q: 3 clusters Score -9730883 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -9731066.000000 Penalty: 3653.124023
	Iteration 28Q: 3 clusters Score -9731066 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -9731122.000000 Penalty: 3653.124023
	Iteration 29Q: 3 clusters Score -9731122 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -9731185.000000 Penalty: 3653.124023
	Iteration 30Q: 3 clusters Score -9731185 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -9731232.000000 Penalty: 3653.124023
	Iteration 31Q: 3 clusters Score -9731232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -9731240.000000 Penalty: 3653.124023
	Iteration 32Q: 3 clusters Score -9731240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -9731268.000000 Penalty: 3653.124023
	Iteration 33Q: 3 clusters Score -9731268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -9731253.000000 Penalty: 3653.124023
	Iteration 34Q: 3 clusters Score -9731253 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -9731270.000000 Penalty: 3653.124023
	Iteration 35Q: 3 clusters Score -9731270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -9731275.000000 Penalty: 3653.124023
	Iteration 36Q: 3 clusters Score -9731275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -9731282.000000 Penalty: 3653.124023
	Iteration 37Q: 3 clusters Score -9731282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -9731293.000000 Penalty: 3653.124023
	Iteration 38Q: 3 clusters Score -9731293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -9731305.000000 Penalty: 3653.124023
	Iteration 39Q: 3 clusters Score -9731305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -9731301.000000 Penalty: 3653.124023
	Iteration 40F: 3 clusters Score -9731301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -9731315.000000 Penalty: 3653.124023
	Iteration 41Q: 3 clusters Score -9731315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -9731314.000000 Penalty: 3653.124023
	Iteration 42Q: 3 clusters Score -9731314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -9731303.000000 Penalty: 3653.124023
	Iteration 43Q: 3 clusters Score -9731303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -9731308.000000 Penalty: 3653.124023
	Iteration 44Q: 3 clusters Score -9731308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -9731304.000000 Penalty: 3653.124023
	Iteration 45Q: 3 clusters Score -9731304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -9731318.000000 Penalty: 3653.124023
	Iteration 46Q: 3 clusters Score -9731318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -9731322.000000 Penalty: 3653.124023
	Iteration 47Q: 3 clusters Score -9731322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -9731320.000000 Penalty: 3653.124023
	Iteration 48Q: 3 clusters Score -9731320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -9731318.000000 Penalty: 3653.124023
	Iteration 49Q: 3 clusters Score -9731318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -9731317.000000 Penalty: 3653.124023
	Iteration 50Q: 3 clusters Score -9731317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -9731303.000000 Penalty: 3653.124023
	Iteration 51Q: 3 clusters Score -9731303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -9731292.000000 Penalty: 3653.124023
	Iteration 52Q: 3 clusters Score -9731292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -9731289.000000 Penalty: 3653.124023
	Iteration 53Q: 3 clusters Score -9731289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -9731285.000000 Penalty: 3653.124023
	Iteration 54Q: 3 clusters Score -9731285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -9731291.000000 Penalty: 3653.124023
	Iteration 55Q: 3 clusters Score -9731291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -9731286.000000 Penalty: 3653.124023
	Iteration 56Q: 3 clusters Score -9731286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -9731284.000000 Penalty: 3653.124023
	Iteration 57Q: 3 clusters Score -9731284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -9731281.000000 Penalty: 3653.124023
	Iteration 58Q: 3 clusters Score -9731281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -9731288.000000 Penalty: 3653.124023
	Iteration 59Q: 3 clusters Score -9731288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -9731288.000000 Penalty: 3653.124023
	Iteration 60F: 3 clusters Score -9731288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -9731292.000000 Penalty: 3653.124023
	Iteration 61Q: 3 clusters Score -9731292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -9731297.000000 Penalty: 3653.124023
	Iteration 62Q: 3 clusters Score -9731297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -9731289.000000 Penalty: 3653.124023
	Iteration 63Q: 3 clusters Score -9731289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -9731294.000000 Penalty: 3653.124023
	Iteration 64Q: 3 clusters Score -9731294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -9731289.000000 Penalty: 3653.124023
	Iteration 65Q: 3 clusters Score -9731289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -9731297.000000 Penalty: 3653.124023
	Iteration 66Q: 3 clusters Score -9731297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -9731296.000000 Penalty: 3653.124023
	Iteration 67Q: 3 clusters Score -9731296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -9731297.000000 Penalty: 3653.124023
	Iteration 68Q: 3 clusters Score -9731297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -9731302.000000 Penalty: 3653.124023
	Iteration 69Q: 3 clusters Score -9731302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -9731316.000000 Penalty: 3653.124023
	Iteration 70Q: 3 clusters Score -9731316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -9731314.000000 Penalty: 3653.124023
	Iteration 71Q: 3 clusters Score -9731314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9731313.000000 Penalty: 3653.124023
	Iteration 72Q: 3 clusters Score -9731313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -9731299.000000 Penalty: 3653.124023
	Iteration 73Q: 3 clusters Score -9731299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -9731300.000000 Penalty: 3653.124023
	Iteration 74Q: 3 clusters Score -9731300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -9731298.000000 Penalty: 3653.124023
	Iteration 75Q: 3 clusters Score -9731298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -9731292.000000 Penalty: 3653.124023
	Iteration 76Q: 3 clusters Score -9731292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -9731298.000000 Penalty: 3653.124023
	Iteration 77Q: 3 clusters Score -9731298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9731300.000000 Penalty: 3653.124023
	Iteration 78Q: 3 clusters Score -9731300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -9731302.000000 Penalty: 3653.124023
	Iteration 79Q: 3 clusters Score -9731302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -9731304.000000 Penalty: 3653.124023
	Iteration 80F: 3 clusters Score -9731304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -9731305.000000 Penalty: 3653.124023
	Iteration 81Q: 3 clusters Score -9731305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -9731313.000000 Penalty: 3653.124023
	Iteration 82Q: 3 clusters Score -9731313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -9731307.000000 Penalty: 3653.124023
	Iteration 83Q: 3 clusters Score -9731307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -9731303.000000 Penalty: 3653.124023
	Iteration 84Q: 3 clusters Score -9731303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -9731304.000000 Penalty: 3653.124023
	Iteration 85Q: 3 clusters Score -9731304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -9731301.000000 Penalty: 3653.124023
	Iteration 86Q: 3 clusters Score -9731301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -9731305.000000 Penalty: 3653.124023
	Iteration 87Q: 3 clusters Score -9731305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -9731305.000000 Penalty: 3653.124023
	Iteration 88F: 3 clusters Score -9731305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -52342.929688 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -52342.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51343.941406 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -51343.94 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51579.925781 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -51579.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51726.304688 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -51726.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51876.160156 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -51876.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51916.222656 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -51916.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51961.398438 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -51961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52008.722656 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -52008.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52063.609375 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -52063.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52139.996094 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -52140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52162.394531 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -52162.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52170.066406 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -52170.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52174.019531 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -52174.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52176.964844 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -52176.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52177.792969 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -52177.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52179.105469 Penalty: 2024.265991
	Iteration 14F: 3 clusters Score -52179.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52186.671875 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -52186.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52187.894531 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -52187.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52190.769531 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -52190.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52192.285156 Penalty: 2024.265991
	Iteration 18Q: 3 clusters Score -52192.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52192.285156 Penalty: 2024.265991
	Iteration 19F: 3 clusters Score -52192.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -116417.882812 Penalty: 1111.240845
	Iteration 0F: 2 clusters Score -116417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115010.921875 Penalty: 2222.481689
	Iteration 0F: 3 clusters Score -115010.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115232.804688 Penalty: 2222.481689
	Iteration 1F: 3 clusters Score -115232.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115307.875000 Penalty: 2222.481689
	Iteration 2F: 3 clusters Score -115307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115348.781250 Penalty: 2222.481689
	Iteration 3Q: 3 clusters Score -115348.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115375.007812 Penalty: 2222.481689
	Iteration 4Q: 3 clusters Score -115375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115390.171875 Penalty: 2222.481689
	Iteration 5Q: 3 clusters Score -115390.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115402.578125 Penalty: 2222.481689
	Iteration 6Q: 3 clusters Score -115402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115408.875000 Penalty: 2222.481689
	Iteration 7Q: 3 clusters Score -115408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115416.453125 Penalty: 2222.481689
	Iteration 8Q: 3 clusters Score -115416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115427.070312 Penalty: 2222.481689
	Iteration 9Q: 3 clusters Score -115427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115431.968750 Penalty: 2222.481689
	Iteration 10Q: 3 clusters Score -115432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115434.296875 Penalty: 2222.481689
	Iteration 11Q: 3 clusters Score -115434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115435.132812 Penalty: 2222.481689
	Iteration 12Q: 3 clusters Score -115435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115436.359375 Penalty: 2222.481689
	Iteration 13Q: 3 clusters Score -115436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115437.875000 Penalty: 2222.481689
	Iteration 14Q: 3 clusters Score -115437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115439.492188 Penalty: 2222.481689
	Iteration 15Q: 3 clusters Score -115439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115443.421875 Penalty: 2222.481689
	Iteration 16Q: 3 clusters Score -115443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115446.656250 Penalty: 2222.481689
	Iteration 17Q: 3 clusters Score -115446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115446.656250 Penalty: 2222.481689
	Iteration 18F: 3 clusters Score -115446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -640901.625000 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -640901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -636931.500000 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -636931.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -637969.625000 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -637969.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -638131.750000 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -638131.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -638247.437500 Penalty: 2773.438477
	Iteration 3Q: 3 clusters Score -638247.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -638335.187500 Penalty: 2773.438477
	Iteration 4Q: 3 clusters Score -638335.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -638406.687500 Penalty: 2773.438477
	Iteration 5Q: 3 clusters Score -638406.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -638482.312500 Penalty: 2773.438477
	Iteration 6Q: 3 clusters Score -638482.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -638588.562500 Penalty: 2773.438477
	Iteration 7Q: 3 clusters Score -638588.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -638729.187500 Penalty: 2773.438477
	Iteration 8Q: 3 clusters Score -638729.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -638897.000000 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -638897 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -639074.625000 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -639074.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -639266.437500 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -639266.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -639423.062500 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -639423.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -639512.000000 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -639512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -639588.312500 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -639588.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -639635.187500 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -639635.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -639677.375000 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -639677.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -639714.125000 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -639714.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -639742.312500 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -639742.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -639764.437500 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -639764.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -639782.875000 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -639782.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -639795.750000 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -639795.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -639809.062500 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -639809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -639817.625000 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -639817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -639825.375000 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -639825.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -639833.437500 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -639833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -639836.812500 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -639836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -639843.812500 Penalty: 2773.438477
	Iteration 27Q: 3 clusters Score -639843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -639847.375000 Penalty: 2773.438477
	Iteration 28Q: 3 clusters Score -639847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -639849.125000 Penalty: 2773.438477
	Iteration 29Q: 3 clusters Score -639849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -639853.375000 Penalty: 2773.438477
	Iteration 30Q: 3 clusters Score -639853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -639854.187500 Penalty: 2773.438477
	Iteration 31Q: 3 clusters Score -639854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -639857.562500 Penalty: 2773.438477
	Iteration 32Q: 3 clusters Score -639857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -639860.375000 Penalty: 2773.438477
	Iteration 33Q: 3 clusters Score -639860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -639861.750000 Penalty: 2773.438477
	Iteration 34Q: 3 clusters Score -639861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -639864.750000 Penalty: 2773.438477
	Iteration 35Q: 3 clusters Score -639864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -639867.125000 Penalty: 2773.438477
	Iteration 36Q: 3 clusters Score -639867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -639868.000000 Penalty: 2773.438477
	Iteration 37Q: 3 clusters Score -639868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -639870.187500 Penalty: 2773.438477
	Iteration 38Q: 3 clusters Score -639870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -639871.937500 Penalty: 2773.438477
	Iteration 39Q: 3 clusters Score -639871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -639871.625000 Penalty: 2773.438477
	Iteration 40F: 3 clusters Score -639871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Entering Unmasked Estep 
Score: -5433540.500000 Penalty: 1732.198120
	Iteration 0F: 2 clusters Score -5433540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5405073.000000 Penalty: 3464.396240
	Iteration 0F: 3 clusters Score -5405073 nChanged 19847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5415898.500000 Penalty: 3464.396240
	Iteration 1F: 3 clusters Score -5415898 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -5416272.000000 Penalty: 3464.396240
	Iteration 2Q: 3 clusters Score -5416272 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5416611.000000 Penalty: 3464.396240
	Iteration 3Q: 3 clusters Score -5416611 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5417027.500000 Penalty: 3464.396240
	Iteration 4Q: 3 clusters Score -5417028 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5417590.000000 Penalty: 3464.396240
	Iteration 5Q: 3 clusters Score -5417590 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5418414.500000 Penalty: 3464.396240
	Iteration 6Q: 3 clusters Score -5418414 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5419726.000000 Penalty: 3464.396240
	Iteration 7F: 3 clusters Score -5419726 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5421883.000000 Penalty: 3464.396240
	Iteration 8F: 3 clusters Score -5421883 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5424869.000000 Penalty: 3464.396240
	Iteration 9F: 3 clusters Score -5424869 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -5427886.500000 Penalty: 3464.396240
	Iteration 10F: 3 clusters Score -5427886 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5430109.000000 Penalty: 3464.396240
	Iteration 11F: 3 clusters Score -5430109 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5431252.000000 Penalty: 3464.396240
	Iteration 12Q: 3 clusters Score -5431252 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5431739.000000 Penalty: 3464.396240
	Iteration 13Q: 3 clusters Score -5431739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5431882.000000 Penalty: 3464.396240
	Iteration 14Q: 3 clusters Score -5431882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5431960.000000 Penalty: 3464.396240
	Iteration 15Q: 3 clusters Score -5431960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5431988.000000 Penalty: 3464.396240
	Iteration 16Q: 3 clusters Score -5431988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5432005.000000 Penalty: 3464.396240
	Iteration 17Q: 3 clusters Score -5432005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5432012.500000 Penalty: 3464.396240
	Iteration 18Q: 3 clusters Score -5432012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5432017.000000 Penalty: 3464.396240
	Iteration 19Q: 3 clusters Score -5432017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5432021.500000 Penalty: 3464.396240
	Iteration 20F: 3 clusters Score -5432022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5432019.000000 Penalty: 3464.396240
	Iteration 21Q: 3 clusters Score -5432019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5432019.000000 Penalty: 3464.396240
	Iteration 22F: 3 clusters Score -5432019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -514776.375000 Penalty: 1362.975220
	Iteration 0F: 2 clusters Score -514776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -511249.562500 Penalty: 2725.950439
	Iteration 0F: 3 clusters Score -511249.6 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -512267.781250 Penalty: 2725.950439
	Iteration 1F: 3 clusters Score -512267.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -512480.062500 Penalty: 2725.950439
	Iteration 2F: 3 clusters Score -512480.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -512630.250000 Penalty: 2725.950439
	Iteration 3F: 3 clusters Score -512630.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -512777.156250 Penalty: 2725.950439
	Iteration 4Q: 3 clusters Score -512777.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -512869.843750 Penalty: 2725.950439
	Iteration 5Q: 3 clusters Score -512869.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -512940.437500 Penalty: 2725.950439
	Iteration 6Q: 3 clusters Score -512940.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -512984.000000 Penalty: 2725.950439
	Iteration 7Q: 3 clusters Score -512984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -513012.437500 Penalty: 2725.950439
	Iteration 8Q: 3 clusters Score -513012.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -513030.375000 Penalty: 2725.950439
	Iteration 9Q: 3 clusters Score -513030.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -513046.062500 Penalty: 2725.950439
	Iteration 10Q: 3 clusters Score -513046.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -513058.125000 Penalty: 2725.950439
	Iteration 11Q: 3 clusters Score -513058.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -513068.562500 Penalty: 2725.950439
	Iteration 12Q: 3 clusters Score -513068.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -513078.062500 Penalty: 2725.950439
	Iteration 13Q: 3 clusters Score -513078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -513084.687500 Penalty: 2725.950439
	Iteration 14Q: 3 clusters Score -513084.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -513092.000000 Penalty: 2725.950439
	Iteration 15Q: 3 clusters Score -513092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -513100.937500 Penalty: 2725.950439
	Iteration 16Q: 3 clusters Score -513100.9 nChanged 37
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: -513113.812500 Penalty: 2725.950439
	Iteration 17Q: 3 clusters Score -513113.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -513125.281250 Penalty: 2725.950439
	Iteration 18Q: 3 clusters Score -513125.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -513138.687500 Penalty: 2725.950439
	Iteration 19Q: 3 clusters Score -513138.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -513153.875000 Penalty: 2725.950439
	Iteration 20F: 3 clusters Score -513153.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -513162.343750 Penalty: 2725.950439
	Iteration 21Q: 3 clusters Score -513162.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -513173.593750 Penalty: 2725.950439
	Iteration 22Q: 3 clusters Score -513173.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -513188.375000 Penalty: 2725.950439
	Iteration 23Q: 3 clusters Score -513188.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -513204.593750 Penalty: 2725.950439
	Iteration 24Q: 3 clusters Score -513204.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -513214.875000 Penalty: 2725.950439
	Iteration 25Q: 3 clusters Score -513214.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -513222.343750 Penalty: 2725.950439
	Iteration 26Q: 3 clusters Score -513222.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -513229.281250 Penalty: 2725.950439
	Iteration 27Q: 3 clusters Score -513229.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -513238.656250 Penalty: 2725.950439
	Iteration 28Q: 3 clusters Score -513238.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -513252.625000 Penalty: 2725.950439
	Iteration 29Q: 3 clusters Score -513252.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -513267.156250 Penalty: 2725.950439
	Iteration 30Q: 3 clusters Score -513267.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -513282.156250 Penalty: 2725.950439
	Iteration 31Q: 3 clusters Score -513282.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -513295.812500 Penalty: 2725.950439
	Iteration 32Q: 3 clusters Score -513295.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -513310.375000 Penalty: 2725.950439
	Iteration 33Q: 3 clusters Score -513310.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -513330.031250 Penalty: 2725.950439
	Iteration 34Q: 3 clusters Score -513330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -513350.937500 Penalty: 2725.950439
	Iteration 35Q: 3 clusters Score -513350.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -513370.156250 Penalty: 2725.950439
	Iteration 36Q: 3 clusters Score -513370.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -513394.625000 Penalty: 2725.950439
	Iteration 37Q: 3 clusters Score -513394.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -513418.000000 Penalty: 2725.950439
	Iteration 38Q: 3 clusters Score -513418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -513436.062500 Penalty: 2725.950439
	Iteration 39Q: 3 clusters Score -513436.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -513451.312500 Penalty: 2725.950439
	Iteration 40F: 3 clusters Score -513451.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -513464.843750 Penalty: 2725.950439
	Iteration 41Q: 3 clusters Score -513464.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -513481.312500 Penalty: 2725.950439
	Iteration 42Q: 3 clusters Score -513481.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -513492.531250 Penalty: 2725.950439
	Iteration 43Q: 3 clusters Score -513492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -513505.250000 Penalty: 2725.950439
	Iteration 44Q: 3 clusters Score -513505.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -513518.281250 Penalty: 2725.950439
	Iteration 45Q: 3 clusters Score -513518.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -513523.656250 Penalty: 2725.950439
	Iteration 46Q: 3 clusters Score -513523.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -513529.343750 Penalty: 2725.950439
	Iteration 47Q: 3 clusters Score -513529.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -513534.687500 Penalty: 2725.950439
	Iteration 48Q: 3 clusters Score -513534.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -513541.218750 Penalty: 2725.950439
	Iteration 49Q: 3 clusters Score -513541.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -513553.531250 Penalty: 2725.950439
	Iteration 50Q: 3 clusters Score -513553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -513558.250000 Penalty: 2725.950439
	Iteration 51Q: 3 clusters Score -513558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -513560.343750 Penalty: 2725.950439
	Iteration 52Q: 3 clusters Score -513560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -513561.812500 Penalty: 2725.950439
	Iteration 53Q: 3 clusters Score -513561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -513564.281250 Penalty: 2725.950439
	Iteration 54Q: 3 clusters Score -513564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -513567.781250 Penalty: 2725.950439
	Iteration 55Q: 3 clusters Score -513567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -513572.812500 Penalty: 2725.950439
	Iteration 56Q: 3 clusters Score -513572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -513573.062500 Penalty: 2725.950439
	Iteration 57Q: 3 clusters Score -513573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -513574.625000 Penalty: 2725.950439
	Iteration 58Q: 3 clusters Score -513574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -513576.375000 Penalty: 2725.950439
	Iteration 59Q: 3 clusters Score -513576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -513579.031250 Penalty: 2725.950439
	Iteration 60F: 3 clusters Score -513579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -513582.843750 Penalty: 2725.950439
	Iteration 61Q: 3 clusters Score -513582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -513586.437500 Penalty: 2725.950439
	Iteration 62Q: 3 clusters Score -513586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -513587.750000 Penalty: 2725.950439
	Iteration 63Q: 3 clusters Score -513587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -513590.593750 Penalty: 2725.950439
	Iteration 64Q: 3 clusters Score -513590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -513593.562500 Penalty: 2725.950439
	Iteration 65Q: 3 clusters Score -513593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -513595.812500 Penalty: 2725.950439
	Iteration 66Q: 3 clusters Score -513595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -513600.156250 Penalty: 2725.950439
	Iteration 67Q: 3 clusters Score -513600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -513600.437500 Penalty: 2725.950439
	Iteration 68Q: 3 clusters Score -513600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -513601.187500 Penalty: 2725.950439
	Iteration 69Q: 3 clusters Score -513601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -513601.187500 Penalty: 2725.950439
	Iteration 70F: 3 clusters Score -513601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Entering Unmasked Estep 
Score: -3335313.000000 Penalty: 1653.152710
	Iteration 0F: 2 clusters Score -3335313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3317493.000000 Penalty: 3306.305420
	Iteration 0F: 3 clusters Score -3317493 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3324132.250000 Penalty: 3306.305420
	Iteration 1F: 3 clusters Score -3324132 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3324472.750000 Penalty: 3306.305420
	Iteration 2Q: 3 clusters Score -3324473 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3324823.000000 Penalty: 3306.305420
	Iteration 3Q: 3 clusters Score -3324823 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3325246.000000 Penalty: 3306.305420
	Iteration 4Q: 3 clusters Score -3325246 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3325748.500000 Penalty: 3306.305420
	Iteration 5Q: 3 clusters Score -3325748 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3326377.750000 Penalty: 3306.305420
	Iteration 6F: 3 clusters Score -3326378 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3327174.000000 Penalty: 3306.305420
	Iteration 7F: 3 clusters Score -3327174 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3328123.250000 Penalty: 3306.305420
	Iteration 8F: 3 clusters Score -3328123 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3329274.500000 Penalty: 3306.305420
	Iteration 9F: 3 clusters Score -3329274 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3330523.000000 Penalty: 3306.305420
	Iteration 10F: 3 clusters Score -3330523 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3331558.000000 Penalty: 3306.305420
	Iteration 11Q: 3 clusters Score -3331558 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3332115.750000 Penalty: 3306.305420
	Iteration 12Q: 3 clusters Score -3332116 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3332395.000000 Penalty: 3306.305420
	Iteration 13Q: 3 clusters Score -3332395 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3332524.500000 Penalty: 3306.305420
	Iteration 14Q: 3 clusters Score -3332524 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3332605.000000 Penalty: 3306.305420
	Iteration 15Q: 3 clusters Score -3332605 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3332651.250000 Penalty: 3306.305420
	Iteration 16Q: 3 clusters Score -3332651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3332676.250000 Penalty: 3306.305420
	Iteration 17Q: 3 clusters Score -3332676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3332692.000000 Penalty: 3306.305420
	Iteration 18Q: 3 clusters Score -3332692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3332712.000000 Penalty: 3306.305420
	Iteration 19Q: 3 clusters Score -3332712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3332730.500000 Penalty: 3306.305420
	Iteration 20F: 3 clusters Score -3332730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3332730.000000 Penalty: 3306.305420
	Iteration 21Q: 3 clusters Score -3332730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3332741.750000 Penalty: 3306.305420
	Iteration 22Q: 3 clusters Score -3332742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3332747.500000 Penalty: 3306.305420
	Iteration 23Q: 3 clusters Score -3332748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3332751.250000 Penalty: 3306.305420
	Iteration 24Q: 3 clusters Score -3332751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3332754.250000 Penalty: 3306.305420
	Iteration 25Q: 3 clusters Score -3332754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3332758.500000 Penalty: 3306.305420
	Iteration 26Q: 3 clusters Score -3332758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3332761.750000 Penalty: 3306.305420
	Iteration 27Q: 3 clusters Score -3332762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3332774.500000 Penalty: 3306.305420
	Iteration 28Q: 3 clusters Score -3332774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3332770.000000 Penalty: 3306.305420
	Iteration 29Q: 3 clusters Score -3332770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3332764.750000 Penalty: 3306.305420
	Iteration 30Q: 3 clusters Score -3332765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3332761.250000 Penalty: 3306.305420
	Iteration 31Q: 3 clusters Score -3332761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3332763.250000 Penalty: 3306.305420
	Iteration 32Q: 3 clusters Score -3332763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3332764.750000 Penalty: 3306.305420
	Iteration 33Q: 3 clusters Score -3332765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3332761.500000 Penalty: 3306.305420
	Iteration 34Q: 3 clusters Score -3332762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3332756.250000 Penalty: 3306.305420
	Iteration 35Q: 3 clusters Score -3332756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3332755.000000 Penalty: 3306.305420
	Iteration 36Q: 3 clusters Score -3332755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3332755.250000 Penalty: 3306.305420
	Iteration 37Q: 3 clusters Score -3332755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3332757.000000 Penalty: 3306.305420
	Iteration 38Q: 3 clusters Score -3332757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3332756.250000 Penalty: 3306.305420
	Iteration 39Q: 3 clusters Score -3332756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3332760.750000 Penalty: 3306.305420
	Iteration 40F: 3 clusters Score -3332761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20379.113281 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20379.11 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20738.525391 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20738.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20844.705078 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -20844.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20927.910156 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -20927.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21002.238281 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21002.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21044.087891 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21044.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21077.738281 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21077.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21105.908203 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21105.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21212.847656 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21212.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21230.242188 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21230.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21250.542969 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21250.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21257.162109 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -21257.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21265.378906 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -21265.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21280.632812 Penalty: 1871.643066
	Iteration 13F: 3 clusters Score -21280.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21368.572266 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -21368.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21382.083984 Penalty: 1871.643066
	Iteration 15Q: 3 clusters Score -21382.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21389.800781 Penalty: 1871.643066
	Iteration 16F: 3 clusters Score -21389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21413.646484 Penalty: 1871.643066
	Iteration 17Q: 3 clusters Score -21413.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21417.529297 Penalty: 1871.643066
	Iteration 18Q: 3 clusters Score -21417.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21425.636719 Penalty: 1871.643066
	Iteration 19Q: 3 clusters Score -21425.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21428.089844 Penalty: 1871.643066
	Iteration 20F: 3 clusters Score -21428.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 58515 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79017 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76144 members 
Mstep: Class 9 contains 114 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42603 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 73325 members 
Entering Unmasked Estep 
Score: -61629072.000000 Penalty: 40476.707031
Splitting cluster 18 changes total score from -61629948.000000 to -61629072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -869228.125000 Penalty: 1434.105713
	Iteration 0F: 2 clusters Score -869228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -864073.875000 Penalty: 2868.211426
	Iteration 0F: 3 clusters Score -864073.9 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -865570.937500 Penalty: 2868.211426
	Iteration 1F: 3 clusters Score -865570.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -865793.937500 Penalty: 2868.211426
	Iteration 2F: 3 clusters Score -865793.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -865962.125000 Penalty: 2868.211426
	Iteration 3Q: 3 clusters Score -865962.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -866126.562500 Penalty: 2868.211426
	Iteration 4Q: 3 clusters Score -866126.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -866303.062500 Penalty: 2868.211426
	Iteration 5Q: 3 clusters Score -866303.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -866485.250000 Penalty: 2868.211426
	Iteration 6Q: 3 clusters Score -866485.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -866660.625000 Penalty: 2868.211426
	Iteration 7Q: 3 clusters Score -866660.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -866817.125000 Penalty: 2868.211426
	Iteration 8Q: 3 clusters Score -866817.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -866957.625000 Penalty: 2868.211426
	Iteration 9Q: 3 clusters Score -866957.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -867071.562500 Penalty: 2868.211426
	Iteration 10Q: 3 clusters Score -867071.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -867190.437500 Penalty: 2868.211426
	Iteration 11Q: 3 clusters Score -867190.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -867302.187500 Penalty: 2868.211426
	Iteration 12Q: 3 clusters Score -867302.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -867394.125000 Penalty: 2868.211426
	Iteration 13Q: 3 clusters Score -867394.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -867479.562500 Penalty: 2868.211426
	Iteration 14Q: 3 clusters Score -867479.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -867567.062500 Penalty: 2868.211426
	Iteration 15Q: 3 clusters Score -867567.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -867626.625000 Penalty: 2868.211426
	Iteration 16Q: 3 clusters Score -867626.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -867671.562500 Penalty: 2868.211426
	Iteration 17Q: 3 clusters Score -867671.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -867712.500000 Penalty: 2868.211426
	Iteration 18Q: 3 clusters Score -867712.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -867752.250000 Penalty: 2868.211426
	Iteration 19Q: 3 clusters Score -867752.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -867783.187500 Penalty: 2868.211426
	Iteration 20F: 3 clusters Score -867783.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -867819.062500 Penalty: 2868.211426
	Iteration 21Q: 3 clusters Score -867819.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -867852.312500 Penalty: 2868.211426
	Iteration 22Q: 3 clusters Score -867852.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -867876.312500 Penalty: 2868.211426
	Iteration 23Q: 3 clusters Score -867876.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -867892.875000 Penalty: 2868.211426
	Iteration 24Q: 3 clusters Score -867892.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -867908.812500 Penalty: 2868.211426
	Iteration 25Q: 3 clusters Score -867908.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -867924.562500 Penalty: 2868.211426
	Iteration 26Q: 3 clusters Score -867924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -867936.000000 Penalty: 2868.211426
	Iteration 27Q: 3 clusters Score -867936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -867943.125000 Penalty: 2868.211426
	Iteration 28Q: 3 clusters Score -867943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -867947.812500 Penalty: 2868.211426
	Iteration 29Q: 3 clusters Score -867947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -867949.375000 Penalty: 2868.211426
	Iteration 30Q: 3 clusters Score -867949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -867954.250000 Penalty: 2868.211426
	Iteration 31Q: 3 clusters Score -867954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -867956.375000 Penalty: 2868.211426
	Iteration 32Q: 3 clusters Score -867956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -867958.312500 Penalty: 2868.211426
	Iteration 33Q: 3 clusters Score -867958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -867960.875000 Penalty: 2868.211426
	Iteration 34Q: 3 clusters Score -867960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -867966.062500 Penalty: 2868.211426
	Iteration 35Q: 3 clusters Score -867966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -867969.062500 Penalty: 2868.211426
	Iteration 36Q: 3 clusters Score -867969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -867971.625000 Penalty: 2868.211426
	Iteration 37Q: 3 clusters Score -867971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -867974.812500 Penalty: 2868.211426
	Iteration 38Q: 3 clusters Score -867974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -867976.562500 Penalty: 2868.211426
	Iteration 39Q: 3 clusters Score -867976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -867979.562500 Penalty: 2868.211426
	Iteration 40F: 3 clusters Score -867979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -867985.250000 Penalty: 2868.211426
	Iteration 41Q: 3 clusters Score -867985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -867988.687500 Penalty: 2868.211426
	Iteration 42Q: 3 clusters Score -867988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -867991.937500 Penalty: 2868.211426
	Iteration 43Q: 3 clusters Score -867991.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -867996.125000 Penalty: 2868.211426
	Iteration 44Q: 3 clusters Score -867996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -867999.062500 Penalty: 2868.211426
	Iteration 45Q: 3 clusters Score -867999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -867999.312500 Penalty: 2868.211426
	Iteration 46Q: 3 clusters Score -867999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -867999.250000 Penalty: 2868.211426
	Iteration 47Q: 3 clusters Score -867999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -868003.750000 Penalty: 2868.211426
	Iteration 48Q: 3 clusters Score -868003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -868009.687500 Penalty: 2868.211426
	Iteration 49Q: 3 clusters Score -868009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -868014.750000 Penalty: 2868.211426
	Iteration 50Q: 3 clusters Score -868014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -868019.625000 Penalty: 2868.211426
	Iteration 51Q: 3 clusters Score -868019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -868028.687500 Penalty: 2868.211426
	Iteration 52Q: 3 clusters Score -868028.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -868036.125000 Penalty: 2868.211426
	Iteration 53Q: 3 clusters Score -868036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -868045.937500 Penalty: 2868.211426
	Iteration 54Q: 3 clusters Score -868045.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -868051.750000 Penalty: 2868.211426
	Iteration 55Q: 3 clusters Score -868051.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -868058.750000 Penalty: 2868.211426
	Iteration 56Q: 3 clusters Score -868058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -868061.125000 Penalty: 2868.211426
	Iteration 57Q: 3 clusters Score -868061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -868064.625000 Penalty: 2868.211426
	Iteration 58Q: 3 clusters Score -868064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -868065.937500 Penalty: 2868.211426
	Iteration 59Q: 3 clusters Score -868065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -868071.187500 Penalty: 2868.211426
	Iteration 60F: 3 clusters Score -868071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -868073.875000 Penalty: 2868.211426
	Iteration 61Q: 3 clusters Score -868073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -868075.125000 Penalty: 2868.211426
	Iteration 62Q: 3 clusters Score -868075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -868079.375000 Penalty: 2868.211426
	Iteration 63Q: 3 clusters Score -868079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -868080.875000 Penalty: 2868.211426
	Iteration 64Q: 3 clusters Score -868080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -868080.750000 Penalty: 2868.211426
	Iteration 65Q: 3 clusters Score -868080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -868080.750000 Penalty: 2868.211426
	Iteration 66F: 3 clusters Score -868080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Entering Unmasked Estep 
Score: -2560051.000000 Penalty: 1611.054199
	Iteration 0F: 2 clusters Score -2560051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2546372.500000 Penalty: 3222.108398
	Iteration 0F: 3 clusters Score -2546372 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2551226.000000 Penalty: 3222.108398
	Iteration 1F: 3 clusters Score -2551226 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2551548.000000 Penalty: 3222.108398
	Iteration 2Q: 3 clusters Score -2551548 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2551818.500000 Penalty: 3222.108398
	Iteration 3Q: 3 clusters Score -2551818 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2552175.500000 Penalty: 3222.108398
	Iteration 4Q: 3 clusters Score -2552176 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2552633.000000 Penalty: 3222.108398
	Iteration 5Q: 3 clusters Score -2552633 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2553182.000000 Penalty: 3222.108398
	Iteration 6F: 3 clusters Score -2553182 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2553972.000000 Penalty: 3222.108398
	Iteration 7F: 3 clusters Score -2553972 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2555047.750000 Penalty: 3222.108398
	Iteration 8F: 3 clusters Score -2555048 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2556246.000000 Penalty: 3222.108398
	Iteration 9F: 3 clusters Score -2556246 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2557297.250000 Penalty: 3222.108398
	Iteration 10F: 3 clusters Score -2557297 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2558036.250000 Penalty: 3222.108398
	Iteration 11Q: 3 clusters Score -2558036 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2558474.000000 Penalty: 3222.108398
	Iteration 12Q: 3 clusters Score -2558474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2558679.750000 Penalty: 3222.108398
	Iteration 13Q: 3 clusters Score -2558680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2558782.250000 Penalty: 3222.108398
	Iteration 14Q: 3 clusters Score -2558782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2558828.000000 Penalty: 3222.108398
	Iteration 15Q: 3 clusters Score -2558828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2558854.000000 Penalty: 3222.108398
	Iteration 16Q: 3 clusters Score -2558854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2558870.250000 Penalty: 3222.108398
	Iteration 17Q: 3 clusters Score -2558870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2558890.000000 Penalty: 3222.108398
	Iteration 18Q: 3 clusters Score -2558890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2558894.750000 Penalty: 3222.108398
	Iteration 19Q: 3 clusters Score -2558895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2558905.250000 Penalty: 3222.108398
	Iteration 20F: 3 clusters Score -2558905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2558913.750000 Penalty: 3222.108398
	Iteration 21Q: 3 clusters Score -2558914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2558915.500000 Penalty: 3222.108398
	Iteration 22Q: 3 clusters Score -2558916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2558918.000000 Penalty: 3222.108398
	Iteration 23Q: 3 clusters Score -2558918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2558920.750000 Penalty: 3222.108398
	Iteration 24Q: 3 clusters Score -2558921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2558920.250000 Penalty: 3222.108398
	Iteration 25Q: 3 clusters Score -2558920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2558922.000000 Penalty: 3222.108398
	Iteration 26Q: 3 clusters Score -2558922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2558922.000000 Penalty: 3222.108398
	Iteration 27F: 3 clusters Score -2558922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Entering Unmasked Estep 
Score: -9340126.000000 Penalty: 1820.431763
	Iteration 0F: 2 clusters Score -9340126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -9292229.000000 Penalty: 3640.863525
	Iteration 0F: 3 clusters Score -9292229 nChanged 34690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -9312586.000000 Penalty: 3640.863525
	Iteration 1F: 3 clusters Score -9312586 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9314144.000000 Penalty: 3640.863525
	Iteration 2Q: 3 clusters Score -9314144 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -9316541.000000 Penalty: 3640.863525
	Iteration 3F: 3 clusters Score -9316541 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9319536.000000 Penalty: 3640.863525
	Iteration 4F: 3 clusters Score -9319536 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -9323147.000000 Penalty: 3640.863525
	Iteration 5F: 3 clusters Score -9323147 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -9327199.000000 Penalty: 3640.863525
	Iteration 6F: 3 clusters Score -9327199 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -9331433.000000 Penalty: 3640.863525
	Iteration 7F: 3 clusters Score -9331433 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -9334641.000000 Penalty: 3640.863525
	Iteration 8F: 3 clusters Score -9334641 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -9336294.000000 Penalty: 3640.863525
	Iteration 9Q: 3 clusters Score -9336294 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -9337091.000000 Penalty: 3640.863525
	Iteration 10Q: 3 clusters Score -9337091 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -9337562.000000 Penalty: 3640.863525
	Iteration 11Q: 3 clusters Score -9337562 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -9337801.000000 Penalty: 3640.863525
	Iteration 12Q: 3 clusters Score -9337801 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -9337986.000000 Penalty: 3640.863525
	Iteration 13Q: 3 clusters Score -9337986 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -9338035.000000 Penalty: 3640.863525
	Iteration 14Q: 3 clusters Score -9338035 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9338123.000000 Penalty: 3640.863525
	Iteration 15Q: 3 clusters Score -9338123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -9338163.000000 Penalty: 3640.863525
	Iteration 16Q: 3 clusters Score -9338163 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -9338218.000000 Penalty: 3640.863525
	Iteration 17Q: 3 clusters Score -9338218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -9338249.000000 Penalty: 3640.863525
	Iteration 18Q: 3 clusters Score -9338249 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -9338236.000000 Penalty: 3640.863525
	Iteration 19Q: 3 clusters Score -9338236 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9338232.000000 Penalty: 3640.863525
	Iteration 20F: 3 clusters Score -9338232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -9338268.000000 Penalty: 3640.863525
	Iteration 21Q: 3 clusters Score -9338268 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -9338282.000000 Penalty: 3640.863525
	Iteration 22Q: 3 clusters Score -9338282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -9338331.000000 Penalty: 3640.863525
	Iteration 23Q: 3 clusters Score -9338331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -9338395.000000 Penalty: 3640.863525
	Iteration 24Q: 3 clusters Score -9338395 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -9338421.000000 Penalty: 3640.863525
	Iteration 25Q: 3 clusters Score -9338421 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -9338438.000000 Penalty: 3640.863525
	Iteration 26Q: 3 clusters Score -9338438 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -9338463.000000 Penalty: 3640.863525
	Iteration 27Q: 3 clusters Score -9338463 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9338456.000000 Penalty: 3640.863525
	Iteration 28Q: 3 clusters Score -9338456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9338449.000000 Penalty: 3640.863525
	Iteration 29Q: 3 clusters Score -9338449 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -9338451.000000 Penalty: 3640.863525
	Iteration 30Q: 3 clusters Score -9338451 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -9338452.000000 Penalty: 3640.863525
	Iteration 31Q: 3 clusters Score -9338452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -9338463.000000 Penalty: 3640.863525
	Iteration 32Q: 3 clusters Score -9338463 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -9338450.000000 Penalty: 3640.863525
	Iteration 33Q: 3 clusters Score -9338450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -9338494.000000 Penalty: 3640.863525
	Iteration 34Q: 3 clusters Score -9338494 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -9338530.000000 Penalty: 3640.863525
	Iteration 35Q: 3 clusters Score -9338530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -9338574.000000 Penalty: 3640.863525
	Iteration 36Q: 3 clusters Score -9338574 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -9338604.000000 Penalty: 3640.863525
	Iteration 37Q: 3 clusters Score -9338604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -9338619.000000 Penalty: 3640.863525
	Iteration 38Q: 3 clusters Score -9338619 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -9338659.000000 Penalty: 3640.863525
	Iteration 39Q: 3 clusters Score -9338659 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -9338701.000000 Penalty: 3640.863525
	Iteration 40F: 3 clusters Score -9338701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -9338722.000000 Penalty: 3640.863525
	Iteration 41Q: 3 clusters Score -9338722 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -9338737.000000 Penalty: 3640.863525
	Iteration 42Q: 3 clusters Score -9338737 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -9338780.000000 Penalty: 3640.863525
	Iteration 43Q: 3 clusters Score -9338780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -9338811.000000 Penalty: 3640.863525
	Iteration 44Q: 3 clusters Score -9338811 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -9338862.000000 Penalty: 3640.863525
	Iteration 45Q: 3 clusters Score -9338862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -9338932.000000 Penalty: 3640.863525
	Iteration 46Q: 3 clusters Score -9338932 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -9338947.000000 Penalty: 3640.863525
	Iteration 47Q: 3 clusters Score -9338947 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -9338994.000000 Penalty: 3640.863525
	Iteration 48Q: 3 clusters Score -9338994 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -9339005.000000 Penalty: 3640.863525
	Iteration 49Q: 3 clusters Score -9339005 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -9339002.000000 Penalty: 3640.863525
	Iteration 50Q: 3 clusters Score -9339002 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -9339055.000000 Penalty: 3640.863525
	Iteration 51Q: 3 clusters Score -9339055 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -9339063.000000 Penalty: 3640.863525
	Iteration 52Q: 3 clusters Score -9339063 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -9339112.000000 Penalty: 3640.863525
	Iteration 53Q: 3 clusters Score -9339112 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -9339134.000000 Penalty: 3640.863525
	Iteration 54Q: 3 clusters Score -9339134 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -9339158.000000 Penalty: 3640.863525
	Iteration 55Q: 3 clusters Score -9339158 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -9339141.000000 Penalty: 3640.863525
	Iteration 56Q: 3 clusters Score -9339141 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -9339195.000000 Penalty: 3640.863525
	Iteration 57Q: 3 clusters Score -9339195 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -9339227.000000 Penalty: 3640.863525
	Iteration 58Q: 3 clusters Score -9339227 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -9339273.000000 Penalty: 3640.863525
	Iteration 59Q: 3 clusters Score -9339273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -9339341.000000 Penalty: 3640.863525
	Iteration 60F: 3 clusters Score -9339341 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -9339369.000000 Penalty: 3640.863525
	Iteration 61Q: 3 clusters Score -9339369 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9339400.000000 Penalty: 3640.863525
	Iteration 62Q: 3 clusters Score -9339400 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -9339385.000000 Penalty: 3640.863525
	Iteration 63Q: 3 clusters Score -9339385 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -9339424.000000 Penalty: 3640.863525
	Iteration 64Q: 3 clusters Score -9339424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -9339443.000000 Penalty: 3640.863525
	Iteration 65Q: 3 clusters Score -9339443 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -9339458.000000 Penalty: 3640.863525
	Iteration 66Q: 3 clusters Score -9339458 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -9339488.000000 Penalty: 3640.863525
	Iteration 67Q: 3 clusters Score -9339488 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -9339484.000000 Penalty: 3640.863525
	Iteration 68Q: 3 clusters Score -9339484 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -9339524.000000 Penalty: 3640.863525
	Iteration 69Q: 3 clusters Score -9339524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -9339559.000000 Penalty: 3640.863525
	Iteration 70Q: 3 clusters Score -9339559 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -9339588.000000 Penalty: 3640.863525
	Iteration 71Q: 3 clusters Score -9339588 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -9339612.000000 Penalty: 3640.863525
	Iteration 72Q: 3 clusters Score -9339612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -9339601.000000 Penalty: 3640.863525
	Iteration 73Q: 3 clusters Score -9339601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -9339624.000000 Penalty: 3640.863525
	Iteration 74Q: 3 clusters Score -9339624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -9339633.000000 Penalty: 3640.863525
	Iteration 75Q: 3 clusters Score -9339633 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -9339665.000000 Penalty: 3640.863525
	Iteration 76Q: 3 clusters Score -9339665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -9339687.000000 Penalty: 3640.863525
	Iteration 77Q: 3 clusters Score -9339687 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -9339719.000000 Penalty: 3640.863525
	Iteration 78Q: 3 clusters Score -9339719 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -9339716.000000 Penalty: 3640.863525
	Iteration 79Q: 3 clusters Score -9339716 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -9339742.000000 Penalty: 3640.863525
	Iteration 80F: 3 clusters Score -9339742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -9339747.000000 Penalty: 3640.863525
	Iteration 81Q: 3 clusters Score -9339747 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9339778.000000 Penalty: 3640.863525
	Iteration 82Q: 3 clusters Score -9339778 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -9339809.000000 Penalty: 3640.863525
	Iteration 83Q: 3 clusters Score -9339809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -9339853.000000 Penalty: 3640.863525
	Iteration 84Q: 3 clusters Score -9339853 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9339870.000000 Penalty: 3640.863525
	Iteration 85Q: 3 clusters Score -9339870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -9339887.000000 Penalty: 3640.863525
	Iteration 86Q: 3 clusters Score -9339887 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -9339908.000000 Penalty: 3640.863525
	Iteration 87Q: 3 clusters Score -9339908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -9339908.000000 Penalty: 3640.863525
	Iteration 88Q: 3 clusters Score -9339908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9339929.000000 Penalty: 3640.863525
	Iteration 89Q: 3 clusters Score -9339929 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -9339952.000000 Penalty: 3640.863525
	Iteration 90Q: 3 clusters Score -9339952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -9339960.000000 Penalty: 3640.863525
	Iteration 91Q: 3 clusters Score -9339960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9339974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -9339987.000000 Penalty: 3640.863525
	Iteration 93Q: 3 clusters Score -9339987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -9340011.000000 Penalty: 3640.863525
	Iteration 94Q: 3 clusters Score -9340011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -9340030.000000 Penalty: 3640.863525
	Iteration 95Q: 3 clusters Score -9340030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -9340036.000000 Penalty: 3640.863525
	Iteration 96Q: 3 clusters Score -9340036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -9340056.000000 Penalty: 3640.863525
	Iteration 97Q: 3 clusters Score -9340056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -9340069.000000 Penalty: 3640.863525
	Iteration 98Q: 3 clusters Score -9340069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -9340058.000000 Penalty: 3640.863525
	Iteration 99Q: 3 clusters Score -9340058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -9340079.000000 Penalty: 3640.863525
	Iteration 100F: 3 clusters Score -9340079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -9340085.000000 Penalty: 3640.863525
	Iteration 101Q: 3 clusters Score -9340085 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -9340115.000000 Penalty: 3640.863525
	Iteration 102Q: 3 clusters Score -9340115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -9340125.000000 Penalty: 3640.863525
	Iteration 103Q: 3 clusters Score -9340125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -9340118.000000 Penalty: 3640.863525
	Iteration 104Q: 3 clusters Score -9340118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -9340139.000000 Penalty: 3640.863525
	Iteration 105Q: 3 clusters Score -9340139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -9340126.000000 Penalty: 3640.863525
	Iteration 106Q: 3 clusters Score -9340126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -9340140.000000 Penalty: 3640.863525
	Iteration 107Q: 3 clusters Score -9340140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -9340119.000000 Penalty: 3640.863525
	Iteration 108Q: 3 clusters Score -9340119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -9340120.000000 Penalty: 3640.863525
	Iteration 109Q: 3 clusters Score -9340120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -9340111.000000 Penalty: 3640.863525
	Iteration 110Q: 3 clusters Score -9340111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -9340130.000000 Penalty: 3640.863525
	Iteration 111Q: 3 clusters Score -9340130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -9340129.000000 Penalty: 3640.863525
	Iteration 112Q: 3 clusters Score -9340129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -9340132.000000 Penalty: 3640.863525
	Iteration 113Q: 3 clusters Score -9340132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9340119.000000 Penalty: 3640.863525
	Iteration 114Q: 3 clusters Score -9340119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -9340135.000000 Penalty: 3640.863525
	Iteration 115Q: 3 clusters Score -9340135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -9340119.000000 Penalty: 3640.863525
	Iteration 116Q: 3 clusters Score -9340119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -9340144.000000 Penalty: 3640.863525
	Iteration 117Q: 3 clusters Score -9340144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -9340152.000000 Penalty: 3640.863525
	Iteration 118Q: 3 clusters Score -9340152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -9340156.000000 Penalty: 3640.863525
	Iteration 119Q: 3 clusters Score -9340156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -9340175.000000 Penalty: 3640.863525
	Iteration 120F: 3 clusters Score -9340175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -9340171.000000 Penalty: 3640.863525
	Iteration 121Q: 3 clusters Score -9340171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -9340167.000000 Penalty: 3640.863525
	Iteration 122Q: 3 clusters Score -9340167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -9340172.000000 Penalty: 3640.863525
	Iteration 123Q: 3 clusters Score -9340172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -9340173.000000 Penalty: 3640.863525
	Iteration 124Q: 3 clusters Score -9340173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -9340174.000000 Penalty: 3640.863525
	Iteration 125Q: 3 clusters Score -9340174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -9340189.000000 Penalty: 3640.863525
	Iteration 126Q: 3 clusters Score -9340189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -9340190.000000 Penalty: 3640.863525
	Iteration 127Q: 3 clusters Score -9340190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -9340179.000000 Penalty: 3640.863525
	Iteration 128Q: 3 clusters Score -9340179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9340176.000000 Penalty: 3640.863525
	Iteration 129Q: 3 clusters Score -9340176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -9340188.000000 Penalty: 3640.863525
	Iteration 130Q: 3 clusters Score -9340188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9340198.000000 Penalty: 3640.863525
	Iteration 131Q: 3 clusters Score -9340198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -9340196.000000 Penalty: 3640.863525
	Iteration 132Q: 3 clusters Score -9340196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9340186.000000 Penalty: 3640.863525
	Iteration 133Q: 3 clusters Score -9340186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -9340189.000000 Penalty: 3640.863525
	Iteration 134Q: 3 clusters Score -9340189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -9340199.000000 Penalty: 3640.863525
	Iteration 135Q: 3 clusters Score -9340199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -9340187.000000 Penalty: 3640.863525
	Iteration 136Q: 3 clusters Score -9340187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -9340179.000000 Penalty: 3640.863525
	Iteration 137Q: 3 clusters Score -9340179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9340187.000000 Penalty: 3640.863525
	Iteration 138Q: 3 clusters Score -9340187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -9340193.000000 Penalty: 3640.863525
	Iteration 139Q: 3 clusters Score -9340193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -9340193.000000 Penalty: 3640.863525
	Iteration 140F: 3 clusters Score -9340193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -9340194.000000 Penalty: 3640.863525
	Iteration 141Q: 3 clusters Score -9340194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -9340188.000000 Penalty: 3640.863525
	Iteration 142Q: 3 clusters Score -9340188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -9340180.000000 Penalty: 3640.863525
	Iteration 143Q: 3 clusters Score -9340180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -9340176.000000 Penalty: 3640.863525
	Iteration 144Q: 3 clusters Score -9340176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -9340174.000000 Penalty: 3640.863525
	Iteration 145Q: 3 clusters Score -9340174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -9340169.000000 Penalty: 3640.863525
	Iteration 146Q: 3 clusters Score -9340169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -9340165.000000 Penalty: 3640.863525
	Iteration 147Q: 3 clusters Score -9340165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9340168.000000 Penalty: 3640.863525
	Iteration 148Q: 3 clusters Score -9340168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -9340171.000000 Penalty: 3640.863525
	Iteration 149Q: 3 clusters Score -9340171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9340171.000000 Penalty: 3640.863525
	Iteration 150Q: 3 clusters Score -9340171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -9340174.000000 Penalty: 3640.863525
	Iteration 151Q: 3 clusters Score -9340174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -9340175.000000 Penalty: 3640.863525
	Iteration 152Q: 3 clusters Score -9340175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9340167.000000 Penalty: 3640.863525
	Iteration 153Q: 3 clusters Score -9340167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9340179.000000 Penalty: 3640.863525
	Iteration 154Q: 3 clusters Score -9340179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9340174.000000 Penalty: 3640.863525
	Iteration 155Q: 3 clusters Score -9340174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -9340170.000000 Penalty: 3640.863525
	Iteration 156Q: 3 clusters Score -9340170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -9340169.000000 Penalty: 3640.863525
	Iteration 157Q: 3 clusters Score -9340169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9340160.000000 Penalty: 3640.863525
	Iteration 158Q: 3 clusters Score -9340160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -9340163.000000 Penalty: 3640.863525
	Iteration 159Q: 3 clusters Score -9340163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9340161.000000 Penalty: 3640.863525
	Iteration 160F: 3 clusters Score -9340161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9340163.000000 Penalty: 3640.863525
	Iteration 161Q: 3 clusters Score -9340163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -9340159.000000 Penalty: 3640.863525
	Iteration 162Q: 3 clusters Score -9340159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9340167.000000 Penalty: 3640.863525
	Iteration 163Q: 3 clusters Score -9340167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -9340167.000000 Penalty: 3640.863525
	Iteration 164Q: 3 clusters Score -9340167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9340176.000000 Penalty: 3640.863525
	Iteration 165Q: 3 clusters Score -9340176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9340182.000000 Penalty: 3640.863525
	Iteration 166Q: 3 clusters Score -9340182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -9340178.000000 Penalty: 3640.863525
	Iteration 167Q: 3 clusters Score -9340178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9340178.000000 Penalty: 3640.863525
	Iteration 168Q: 3 clusters Score -9340178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -9340176.000000 Penalty: 3640.863525
	Iteration 169Q: 3 clusters Score -9340176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -9340173.000000 Penalty: 3640.863525
	Iteration 170Q: 3 clusters Score -9340173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9340173.000000 Penalty: 3640.863525
	Iteration 171Q: 3 clusters Score -9340173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9340173.000000 Penalty: 3640.863525
	Iteration 172F: 3 clusters Score -9340173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 58515 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79017 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76144 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42603 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 68072 members 
Entering Unmasked Estep 
Score: -61629808.000000 Penalty: 40476.707031
Splitting cluster 22 changes total score from -61629948.000000 to -61629808.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 58515 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 79017 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76144 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42603 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 73325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61629956.000000 Penalty: 38346.355469
Iteration 359Q: 19 clusters Score -6.162996e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 58502 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78960 members 
Mstep: Class 5 contains 35362 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76203 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42607 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 26192 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 20214 members 
Mstep: Class 22 contains 73331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630048.000000 Penalty: 38346.355469
Iteration 360F: 19 clusters Score -6.163005e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 58488 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78886 members 
Mstep: Class 5 contains 35360 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76275 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42606 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26191 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 20210 members 
Mstep: Class 22 contains 73343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 19 clusters Score -6.163013e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 58478 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78812 members 
Mstep: Class 5 contains 35359 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76349 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42608 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26192 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6835 members 
Mstep: Class 21 contains 20207 members 
Mstep: Class 22 contains 73347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 362Q: 19 clusters Score -6.163006e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 58464 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78768 members 
Mstep: Class 5 contains 35349 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76415 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26196 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 20206 members 
Mstep: Class 22 contains 73345 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 19 clusters Score -6.162997e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 58457 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78703 members 
Mstep: Class 5 contains 35342 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42595 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26195 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 20203 members 
Mstep: Class 22 contains 73352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 364Q: 19 clusters Score -6.163004e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 58458 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78629 members 
Mstep: Class 5 contains 35339 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76550 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42594 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 20199 members 
Mstep: Class 22 contains 73350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 365Q: 19 clusters Score -6.163004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 58453 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78553 members 
Mstep: Class 5 contains 35335 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76607 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42593 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26195 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 20199 members 
Mstep: Class 22 contains 73355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 366Q: 19 clusters Score -6.163006e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 58450 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78497 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76651 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42593 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26191 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 20199 members 
Mstep: Class 22 contains 73345 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 367Q: 19 clusters Score -6.163005e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 58446 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78442 members 
Mstep: Class 5 contains 35332 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76711 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42580 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26188 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 20197 members 
Mstep: Class 22 contains 73344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630040.000000 Penalty: 38346.355469
Iteration 368Q: 19 clusters Score -6.163004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 58436 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78391 members 
Mstep: Class 5 contains 35330 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76754 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42579 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26185 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 20200 members 
Mstep: Class 22 contains 73341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630040.000000 Penalty: 38346.355469
Iteration 369Q: 19 clusters Score -6.163004e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 58428 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78336 members 
Mstep: Class 5 contains 35328 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76799 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42576 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26187 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 73339 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 370Q: 19 clusters Score -6.163012e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 58418 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78279 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76837 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42575 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26186 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 20210 members 
Mstep: Class 22 contains 73332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630036.000000 Penalty: 38346.355469
Iteration 371Q: 19 clusters Score -6.163004e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78239 members 
Mstep: Class 5 contains 35316 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76867 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42573 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26186 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 20213 members 
Mstep: Class 22 contains 73319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 19 clusters Score -6.163003e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 58417 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78210 members 
Mstep: Class 5 contains 35309 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42566 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 20213 members 
Mstep: Class 22 contains 73308 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 373Q: 19 clusters Score -6.163013e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78176 members 
Mstep: Class 5 contains 35303 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76940 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42558 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26173 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 20214 members 
Mstep: Class 22 contains 73303 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 374Q: 19 clusters Score -6.16301e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 58413 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78139 members 
Mstep: Class 5 contains 35293 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 76983 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42553 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26177 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 73301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630088.000000 Penalty: 38346.355469
Iteration 375Q: 19 clusters Score -6.163009e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 58410 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78115 members 
Mstep: Class 5 contains 35286 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77024 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42548 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 20210 members 
Mstep: Class 22 contains 73315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 376Q: 19 clusters Score -6.16301e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 58405 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78103 members 
Mstep: Class 5 contains 35279 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77052 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 20208 members 
Mstep: Class 22 contains 73320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630088.000000 Penalty: 38346.355469
Iteration 377Q: 19 clusters Score -6.163009e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 58397 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78075 members 
Mstep: Class 5 contains 35276 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77077 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42541 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 73319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630060.000000 Penalty: 38346.355469
Iteration 378Q: 19 clusters Score -6.163006e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 58391 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78068 members 
Mstep: Class 5 contains 35270 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77092 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42531 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 20206 members 
Mstep: Class 22 contains 73318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 379Q: 19 clusters Score -6.16301e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 58388 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78052 members 
Mstep: Class 5 contains 35264 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77104 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42520 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 73314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 380F: 19 clusters Score -6.163006e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 58385 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78030 members 
Mstep: Class 5 contains 35263 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42515 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26177 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 73305 members 
Entering Unmasked Estep 
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Iteration 381Q: 19 clusters Score -6.163004e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78016 members 
Mstep: Class 5 contains 35263 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77125 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 20204 members 
Mstep: Class 22 contains 73298 members 
Entering Unmasked Estep 
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Iteration 382Q: 19 clusters Score -6.163004e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78012 members 
Mstep: Class 5 contains 35259 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77121 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 20200 members 
Mstep: Class 22 contains 73294 members 
Entering Unmasked Estep 
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Score: -61630028.000000 Penalty: 38346.355469
Iteration 383Q: 19 clusters Score -6.163003e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 58375 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78009 members 
Mstep: Class 5 contains 35260 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77127 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42510 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 20198 members 
Mstep: Class 22 contains 73291 members 
Entering Unmasked Estep 
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Iteration 384Q: 19 clusters Score -6.163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 58368 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78010 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77126 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42514 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 20197 members 
Mstep: Class 22 contains 73285 members 
Entering Unmasked Estep 
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Iteration 385Q: 19 clusters Score -6.163002e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 58358 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 78004 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77128 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42520 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 22 contains 73281 members 
Entering Unmasked Estep 
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Iteration 386Q: 19 clusters Score -6.163007e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 58346 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77988 members 
Mstep: Class 5 contains 35254 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77137 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42519 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 22 contains 73287 members 
Entering Unmasked Estep 
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Iteration 387Q: 19 clusters Score -6.163014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 58339 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77973 members 
Mstep: Class 5 contains 35251 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77149 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42519 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6918 members 
Mstep: Class 21 contains 20195 members 
Mstep: Class 22 contains 73294 members 
Entering Unmasked Estep 
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Iteration 388Q: 19 clusters Score -6.163013e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 58336 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77959 members 
Mstep: Class 5 contains 35245 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77165 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42519 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 20195 members 
Mstep: Class 22 contains 73296 members 
Entering Unmasked Estep 
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Iteration 389Q: 19 clusters Score -6.163016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 58332 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77958 members 
Mstep: Class 5 contains 35242 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77174 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42519 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6925 members 
Mstep: Class 21 contains 20195 members 
Mstep: Class 22 contains 73297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 390Q: 19 clusters Score -6.163014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 58329 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77955 members 
Mstep: Class 5 contains 35241 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77179 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42518 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6925 members 
Mstep: Class 21 contains 20193 members 
Mstep: Class 22 contains 73298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630112.000000 Penalty: 38346.355469
Iteration 391Q: 19 clusters Score -6.163011e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 58327 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77950 members 
Mstep: Class 5 contains 35243 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77184 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 14 contains 42515 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6924 members 
Mstep: Class 21 contains 20189 members 
Mstep: Class 22 contains 73289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630112.000000 Penalty: 38346.355469
Iteration 392Q: 19 clusters Score -6.163011e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 58328 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77937 members 
Mstep: Class 5 contains 35240 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77193 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26182 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6925 members 
Mstep: Class 21 contains 20186 members 
Mstep: Class 22 contains 73283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630080.000000 Penalty: 38346.355469
Iteration 393Q: 19 clusters Score -6.163008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 58326 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 35236 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77199 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20182 members 
Mstep: Class 22 contains 73278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630092.000000 Penalty: 38346.355469
Iteration 394Q: 19 clusters Score -6.163009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 58323 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77945 members 
Mstep: Class 5 contains 35229 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77197 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20181 members 
Mstep: Class 22 contains 73275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630096.000000 Penalty: 38346.355469
Iteration 395Q: 19 clusters Score -6.16301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 58323 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77939 members 
Mstep: Class 5 contains 35224 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77199 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26177 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630084.000000 Penalty: 38346.355469
Iteration 396Q: 19 clusters Score -6.163008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 58318 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77933 members 
Mstep: Class 5 contains 35222 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77200 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630108.000000 Penalty: 38346.355469
Iteration 397Q: 19 clusters Score -6.163011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 58315 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77924 members 
Mstep: Class 5 contains 35217 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77207 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42507 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26174 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630144.000000 Penalty: 38346.355469
Iteration 398Q: 19 clusters Score -6.163014e+07 nChanged 54
Entering ConstructFrom: 
Score: -61630144.000000 Penalty: 38346.355469
Entering ConstructFrom: 
Trying to split cluster 1 (62662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Entering Unmasked Estep 
Score: -8052598.500000 Penalty: 1794.895386
	Iteration 0F: 2 clusters Score -8052598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -8010833.500000 Penalty: 3589.790771
	Iteration 0F: 3 clusters Score -8010834 nChanged 29752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -8027649.500000 Penalty: 3589.790771
	Iteration 1F: 3 clusters Score -8027650 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8028112.500000 Penalty: 3589.790771
	Iteration 2Q: 3 clusters Score -8028112 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -8028488.000000 Penalty: 3589.790771
	Iteration 3Q: 3 clusters Score -8028488 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -8029032.500000 Penalty: 3589.790771
	Iteration 4Q: 3 clusters Score -8029032 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -8029764.000000 Penalty: 3589.790771
	Iteration 5Q: 3 clusters Score -8029764 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -8030756.500000 Penalty: 3589.790771
	Iteration 6Q: 3 clusters Score -8030756 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -8032544.000000 Penalty: 3589.790771
	Iteration 7F: 3 clusters Score -8032544 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8035443.500000 Penalty: 3589.790771
	Iteration 8F: 3 clusters Score -8035444 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8039549.000000 Penalty: 3589.790771
	Iteration 9F: 3 clusters Score -8039549 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -8044248.000000 Penalty: 3589.790771
	Iteration 10F: 3 clusters Score -8044248 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8047796.000000 Penalty: 3589.790771
	Iteration 11F: 3 clusters Score -8047796 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8049717.000000 Penalty: 3589.790771
	Iteration 12Q: 3 clusters Score -8049717 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8050482.500000 Penalty: 3589.790771
	Iteration 13Q: 3 clusters Score -8050482 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8050760.500000 Penalty: 3589.790771
	Iteration 14Q: 3 clusters Score -8050760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8050856.000000 Penalty: 3589.790771
	Iteration 15Q: 3 clusters Score -8050856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8050900.000000 Penalty: 3589.790771
	Iteration 16Q: 3 clusters Score -8050900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8050931.000000 Penalty: 3589.790771
	Iteration 17Q: 3 clusters Score -8050931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8050952.000000 Penalty: 3589.790771
	Iteration 18Q: 3 clusters Score -8050952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8050961.500000 Penalty: 3589.790771
	Iteration 19Q: 3 clusters Score -8050962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8050966.000000 Penalty: 3589.790771
	Iteration 20F: 3 clusters Score -8050966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8050968.500000 Penalty: 3589.790771
	Iteration 21Q: 3 clusters Score -8050968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8050974.500000 Penalty: 3589.790771
	Iteration 22Q: 3 clusters Score -8050974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8050971.500000 Penalty: 3589.790771
	Iteration 23Q: 3 clusters Score -8050972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8050977.000000 Penalty: 3589.790771
	Iteration 24Q: 3 clusters Score -8050977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8050985.500000 Penalty: 3589.790771
	Iteration 25Q: 3 clusters Score -8050986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8050990.500000 Penalty: 3589.790771
	Iteration 26Q: 3 clusters Score -8050990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8050992.500000 Penalty: 3589.790771
	Iteration 27Q: 3 clusters Score -8050992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8050992.500000 Penalty: 3589.790771
	Iteration 28F: 3 clusters Score -8050992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Entering Unmasked Estep 
Score: -7428386.000000 Penalty: 1783.206787
	Iteration 0F: 2 clusters Score -7428386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7389426.000000 Penalty: 3566.413574
	Iteration 0F: 3 clusters Score -7389426 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7404839.000000 Penalty: 3566.413574
	Iteration 1F: 3 clusters Score -7404839 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -7405263.500000 Penalty: 3566.413574
	Iteration 2Q: 3 clusters Score -7405264 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7405669.000000 Penalty: 3566.413574
	Iteration 3Q: 3 clusters Score -7405669 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -7406139.000000 Penalty: 3566.413574
	Iteration 4Q: 3 clusters Score -7406139 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -7406647.000000 Penalty: 3566.413574
	Iteration 5Q: 3 clusters Score -7406647 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7407209.500000 Penalty: 3566.413574
	Iteration 6Q: 3 clusters Score -7407210 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -7407973.000000 Penalty: 3566.413574
	Iteration 7Q: 3 clusters Score -7407973 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -7409031.000000 Penalty: 3566.413574
	Iteration 8Q: 3 clusters Score -7409031 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -7410654.000000 Penalty: 3566.413574
	Iteration 9Q: 3 clusters Score -7410654 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7413127.000000 Penalty: 3566.413574
	Iteration 10F: 3 clusters Score -7413127 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -7415864.500000 Penalty: 3566.413574
	Iteration 11F: 3 clusters Score -7415864 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -7418013.000000 Penalty: 3566.413574
	Iteration 12F: 3 clusters Score -7418013 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7418997.000000 Penalty: 3566.413574
	Iteration 13Q: 3 clusters Score -7418997 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7419564.000000 Penalty: 3566.413574
	Iteration 14Q: 3 clusters Score -7419564 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7419950.000000 Penalty: 3566.413574
	Iteration 15Q: 3 clusters Score -7419950 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -7420400.500000 Penalty: 3566.413574
	Iteration 16Q: 3 clusters Score -7420400 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -7420929.500000 Penalty: 3566.413574
	Iteration 17Q: 3 clusters Score -7420930 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7421479.500000 Penalty: 3566.413574
	Iteration 18Q: 3 clusters Score -7421480 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -7422055.000000 Penalty: 3566.413574
	Iteration 19Q: 3 clusters Score -7422055 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -7422606.500000 Penalty: 3566.413574
	Iteration 20F: 3 clusters Score -7422606 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -7422992.500000 Penalty: 3566.413574
	Iteration 21Q: 3 clusters Score -7422992 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -7423223.500000 Penalty: 3566.413574
	Iteration 22Q: 3 clusters Score -7423224 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -7423424.000000 Penalty: 3566.413574
	Iteration 23Q: 3 clusters Score -7423424 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7423549.000000 Penalty: 3566.413574
	Iteration 24Q: 3 clusters Score -7423549 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -7423600.500000 Penalty: 3566.413574
	Iteration 25Q: 3 clusters Score -7423600 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7423664.500000 Penalty: 3566.413574
	Iteration 26Q: 3 clusters Score -7423664 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -7423729.500000 Penalty: 3566.413574
	Iteration 27Q: 3 clusters Score -7423730 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -7423747.000000 Penalty: 3566.413574
	Iteration 28Q: 3 clusters Score -7423747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7423781.000000 Penalty: 3566.413574
	Iteration 29Q: 3 clusters Score -7423781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7423787.500000 Penalty: 3566.413574
	Iteration 30Q: 3 clusters Score -7423788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -7423805.500000 Penalty: 3566.413574
	Iteration 31Q: 3 clusters Score -7423806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -7423793.000000 Penalty: 3566.413574
	Iteration 32Q: 3 clusters Score -7423793 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7423787.500000 Penalty: 3566.413574
	Iteration 33Q: 3 clusters Score -7423788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7423779.000000 Penalty: 3566.413574
	Iteration 34Q: 3 clusters Score -7423779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7423790.000000 Penalty: 3566.413574
	Iteration 35Q: 3 clusters Score -7423790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -7423790.500000 Penalty: 3566.413574
	Iteration 36Q: 3 clusters Score -7423790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7423796.500000 Penalty: 3566.413574
	Iteration 37Q: 3 clusters Score -7423796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7423803.000000 Penalty: 3566.413574
	Iteration 38Q: 3 clusters Score -7423803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -7423806.000000 Penalty: 3566.413574
	Iteration 39Q: 3 clusters Score -7423806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7423792.000000 Penalty: 3566.413574
	Iteration 40F: 3 clusters Score -7423792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7423797.500000 Penalty: 3566.413574
	Iteration 41Q: 3 clusters Score -7423798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7423791.000000 Penalty: 3566.413574
	Iteration 42Q: 3 clusters Score -7423791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -7423790.000000 Penalty: 3566.413574
	Iteration 43Q: 3 clusters Score -7423790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -7423788.500000 Penalty: 3566.413574
	Iteration 44Q: 3 clusters Score -7423788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -7423798.000000 Penalty: 3566.413574
	Iteration 45Q: 3 clusters Score -7423798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -7423791.500000 Penalty: 3566.413574
	Iteration 46Q: 3 clusters Score -7423792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7423795.500000 Penalty: 3566.413574
	Iteration 47Q: 3 clusters Score -7423796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -7423792.000000 Penalty: 3566.413574
	Iteration 48Q: 3 clusters Score -7423792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -7423790.000000 Penalty: 3566.413574
	Iteration 49Q: 3 clusters Score -7423790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -7423791.000000 Penalty: 3566.413574
	Iteration 50Q: 3 clusters Score -7423791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -7423786.000000 Penalty: 3566.413574
	Iteration 51Q: 3 clusters Score -7423786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7423789.000000 Penalty: 3566.413574
	Iteration 52Q: 3 clusters Score -7423789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -7423785.500000 Penalty: 3566.413574
	Iteration 53Q: 3 clusters Score -7423786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7423791.500000 Penalty: 3566.413574
	Iteration 54Q: 3 clusters Score -7423792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -7423791.500000 Penalty: 3566.413574
	Iteration 55Q: 3 clusters Score -7423792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7423788.000000 Penalty: 3566.413574
	Iteration 56Q: 3 clusters Score -7423788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -7423795.000000 Penalty: 3566.413574
	Iteration 57Q: 3 clusters Score -7423795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -7423798.500000 Penalty: 3566.413574
	Iteration 58Q: 3 clusters Score -7423798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7423792.000000 Penalty: 3566.413574
	Iteration 59Q: 3 clusters Score -7423792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -7423793.500000 Penalty: 3566.413574
	Iteration 60F: 3 clusters Score -7423794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -7423792.000000 Penalty: 3566.413574
	Iteration 61Q: 3 clusters Score -7423792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -7423792.000000 Penalty: 3566.413574
	Iteration 62F: 3 clusters Score -7423792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31952.966797 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31952.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32220.458984 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32220.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32361.095703 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32491.126953 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32491.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32599.029297 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32599.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32676.279297 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32676.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32742.046875 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32742.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32841.437500 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32841.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32926.343750 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32926.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32992.359375 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -32992.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33013.828125 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33013.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33158.691406 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33158.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33172.476562 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33172.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33175.035156 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -33175.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33185.515625 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -33185.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33196.187500 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -33196.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33201.136719 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -33201.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33201.136719 Penalty: 1892.489868
	Iteration 17F: 3 clusters Score -33201.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 148 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77211 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73264 members 
Entering Unmasked Estep 
Score: -61629440.000000 Penalty: 40476.707031
Splitting cluster 3 changes total score from -61630144.000000 to -61629440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (77912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Entering Unmasked Estep 
Score: -9997195.000000 Penalty: 1830.291992
	Iteration 0F: 2 clusters Score -9997195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -9946701.000000 Penalty: 3660.583984
	Iteration 0F: 3 clusters Score -9946701 nChanged 37040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9967752.000000 Penalty: 3660.583984
	Iteration 1F: 3 clusters Score -9967752 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -9968142.000000 Penalty: 3660.583984
	Iteration 2Q: 3 clusters Score -9968142 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -9968503.000000 Penalty: 3660.583984
	Iteration 3Q: 3 clusters Score -9968503 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9968966.000000 Penalty: 3660.583984
	Iteration 4Q: 3 clusters Score -9968966 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -9969600.000000 Penalty: 3660.583984
	Iteration 5Q: 3 clusters Score -9969600 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -9970441.000000 Penalty: 3660.583984
	Iteration 6Q: 3 clusters Score -9970441 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -9971825.000000 Penalty: 3660.583984
	Iteration 7Q: 3 clusters Score -9971825 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9974178.000000 Penalty: 3660.583984
	Iteration 8F: 3 clusters Score -9974178 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -9977690.000000 Penalty: 3660.583984
	Iteration 9F: 3 clusters Score -9977690 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -9982367.000000 Penalty: 3660.583984
	Iteration 10F: 3 clusters Score -9982367 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -9986796.000000 Penalty: 3660.583984
	Iteration 11F: 3 clusters Score -9986796 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -9989884.000000 Penalty: 3660.583984
	Iteration 12Q: 3 clusters Score -9989884 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -9991914.000000 Penalty: 3660.583984
	Iteration 13Q: 3 clusters Score -9991914 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9993210.000000 Penalty: 3660.583984
	Iteration 14Q: 3 clusters Score -9993210 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9994066.000000 Penalty: 3660.583984
	Iteration 15Q: 3 clusters Score -9994066 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9994593.000000 Penalty: 3660.583984
	Iteration 16Q: 3 clusters Score -9994593 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9994934.000000 Penalty: 3660.583984
	Iteration 17Q: 3 clusters Score -9994934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9995161.000000 Penalty: 3660.583984
	Iteration 18Q: 3 clusters Score -9995161 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9995302.000000 Penalty: 3660.583984
	Iteration 19Q: 3 clusters Score -9995302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9995393.000000 Penalty: 3660.583984
	Iteration 20F: 3 clusters Score -9995393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9995442.000000 Penalty: 3660.583984
	Iteration 21Q: 3 clusters Score -9995442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9995473.000000 Penalty: 3660.583984
	Iteration 22Q: 3 clusters Score -9995473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9995493.000000 Penalty: 3660.583984
	Iteration 23Q: 3 clusters Score -9995493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9995503.000000 Penalty: 3660.583984
	Iteration 24Q: 3 clusters Score -9995503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9995516.000000 Penalty: 3660.583984
	Iteration 25Q: 3 clusters Score -9995516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9995521.000000 Penalty: 3660.583984
	Iteration 26Q: 3 clusters Score -9995521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9995524.000000 Penalty: 3660.583984
	Iteration 27Q: 3 clusters Score -9995524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9995526.000000 Penalty: 3660.583984
	Iteration 28Q: 3 clusters Score -9995526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9995521.000000 Penalty: 3660.583984
	Iteration 29Q: 3 clusters Score -9995521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9995532.000000 Penalty: 3660.583984
	Iteration 30Q: 3 clusters Score -9995532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9995539.000000 Penalty: 3660.583984
	Iteration 31Q: 3 clusters Score -9995539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9995542.000000 Penalty: 3660.583984
	Iteration 32Q: 3 clusters Score -9995542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9995549.000000 Penalty: 3660.583984
	Iteration 33Q: 3 clusters Score -9995549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9995554.000000 Penalty: 3660.583984
	Iteration 34Q: 3 clusters Score -9995554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9995557.000000 Penalty: 3660.583984
	Iteration 35Q: 3 clusters Score -9995557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9995561.000000 Penalty: 3660.583984
	Iteration 36Q: 3 clusters Score -9995561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9995565.000000 Penalty: 3660.583984
	Iteration 37Q: 3 clusters Score -9995565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9995572.000000 Penalty: 3660.583984
	Iteration 38Q: 3 clusters Score -9995572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9995580.000000 Penalty: 3660.583984
	Iteration 39Q: 3 clusters Score -9995580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9995580.000000 Penalty: 3660.583984
	Iteration 40F: 3 clusters Score -9995580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Entering Unmasked Estep 
Score: -4299839.000000 Penalty: 1701.235596
	Iteration 0F: 2 clusters Score -4299839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4276202.500000 Penalty: 3402.471191
	Iteration 0F: 3 clusters Score -4276202 nChanged 16347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4285401.500000 Penalty: 3402.471191
	Iteration 1F: 3 clusters Score -4285402 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4285849.000000 Penalty: 3402.471191
	Iteration 2Q: 3 clusters Score -4285849 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4286329.500000 Penalty: 3402.471191
	Iteration 3Q: 3 clusters Score -4286330 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4286967.500000 Penalty: 3402.471191
	Iteration 4Q: 3 clusters Score -4286968 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4287815.500000 Penalty: 3402.471191
	Iteration 5Q: 3 clusters Score -4287816 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4288959.500000 Penalty: 3402.471191
	Iteration 6F: 3 clusters Score -4288960 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4290502.000000 Penalty: 3402.471191
	Iteration 7F: 3 clusters Score -4290502 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4292455.500000 Penalty: 3402.471191
	Iteration 8F: 3 clusters Score -4292456 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4294440.500000 Penalty: 3402.471191
	Iteration 9F: 3 clusters Score -4294440 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4295887.000000 Penalty: 3402.471191
	Iteration 10Q: 3 clusters Score -4295887 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4296877.000000 Penalty: 3402.471191
	Iteration 11Q: 3 clusters Score -4296877 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4297453.500000 Penalty: 3402.471191
	Iteration 12Q: 3 clusters Score -4297454 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4297804.500000 Penalty: 3402.471191
	Iteration 13Q: 3 clusters Score -4297804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4297980.000000 Penalty: 3402.471191
	Iteration 14Q: 3 clusters Score -4297980 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4298087.500000 Penalty: 3402.471191
	Iteration 15Q: 3 clusters Score -4298088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4298188.000000 Penalty: 3402.471191
	Iteration 16Q: 3 clusters Score -4298188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4298240.500000 Penalty: 3402.471191
	Iteration 17Q: 3 clusters Score -4298240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4298259.500000 Penalty: 3402.471191
	Iteration 18Q: 3 clusters Score -4298260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4298284.000000 Penalty: 3402.471191
	Iteration 19Q: 3 clusters Score -4298284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4298302.000000 Penalty: 3402.471191
	Iteration 20F: 3 clusters Score -4298302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4298323.500000 Penalty: 3402.471191
	Iteration 21Q: 3 clusters Score -4298324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4298330.000000 Penalty: 3402.471191
	Iteration 22Q: 3 clusters Score -4298330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4298336.000000 Penalty: 3402.471191
	Iteration 23Q: 3 clusters Score -4298336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4298344.000000 Penalty: 3402.471191
	Iteration 24Q: 3 clusters Score -4298344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4298354.000000 Penalty: 3402.471191
	Iteration 25Q: 3 clusters Score -4298354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4298362.000000 Penalty: 3402.471191
	Iteration 26Q: 3 clusters Score -4298362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4298359.500000 Penalty: 3402.471191
	Iteration 27Q: 3 clusters Score -4298360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4298365.000000 Penalty: 3402.471191
	Iteration 28Q: 3 clusters Score -4298365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4298363.500000 Penalty: 3402.471191
	Iteration 29Q: 3 clusters Score -4298364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4298366.500000 Penalty: 3402.471191
	Iteration 30Q: 3 clusters Score -4298366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4298373.500000 Penalty: 3402.471191
	Iteration 31Q: 3 clusters Score -4298374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4298377.000000 Penalty: 3402.471191
	Iteration 32Q: 3 clusters Score -4298377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4298377.000000 Penalty: 3402.471191
	Iteration 33Q: 3 clusters Score -4298377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4298380.500000 Penalty: 3402.471191
	Iteration 34Q: 3 clusters Score -4298380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4298378.500000 Penalty: 3402.471191
	Iteration 35Q: 3 clusters Score -4298378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4298378.500000 Penalty: 3402.471191
	Iteration 36F: 3 clusters Score -4298378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -81304.031250 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -81304.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80111.226562 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -80111.23 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80492.250000 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -80492.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80754.937500 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -80754.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81009.875000 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -81009.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -81172.007812 Penalty: 2145.841064
	Iteration 4F: 3 clusters Score -81172.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -81255.507812 Penalty: 2145.841064
	Iteration 5Q: 3 clusters Score -81255.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81283.929688 Penalty: 2145.841064
	Iteration 6Q: 3 clusters Score -81283.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81297.234375 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -81297.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -81302.195312 Penalty: 2145.841064
	Iteration 8Q: 3 clusters Score -81302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -81305.687500 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -81305.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -81310.445312 Penalty: 2145.841064
	Iteration 10Q: 3 clusters Score -81310.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81312.679688 Penalty: 2145.841064
	Iteration 11Q: 3 clusters Score -81312.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81319.804688 Penalty: 2145.841064
	Iteration 12Q: 3 clusters Score -81319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81322.320312 Penalty: 2145.841064
	Iteration 13Q: 3 clusters Score -81322.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81322.320312 Penalty: 2145.841064
	Iteration 14F: 3 clusters Score -81322.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77211 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73264 members 
Entering Unmasked Estep 
Score: -61629128.000000 Penalty: 40476.707031
Splitting cluster 6 changes total score from -61630144.000000 to -61629128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -128681.085938 Penalty: 1124.609131
	Iteration 0F: 2 clusters Score -128681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127202.437500 Penalty: 2249.218262
	Iteration 0F: 3 clusters Score -127202.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127412.125000 Penalty: 2249.218262
	Iteration 1F: 3 clusters Score -127412.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127483.992188 Penalty: 2249.218262
	Iteration 2F: 3 clusters Score -127484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127517.343750 Penalty: 2249.218262
	Iteration 3Q: 3 clusters Score -127517.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127544.375000 Penalty: 2249.218262
	Iteration 4Q: 3 clusters Score -127544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127564.789062 Penalty: 2249.218262
	Iteration 5Q: 3 clusters Score -127564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127576.507812 Penalty: 2249.218262
	Iteration 6Q: 3 clusters Score -127576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127584.890625 Penalty: 2249.218262
	Iteration 7Q: 3 clusters Score -127584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127589.742188 Penalty: 2249.218262
	Iteration 8Q: 3 clusters Score -127589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127592.218750 Penalty: 2249.218262
	Iteration 9Q: 3 clusters Score -127592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127592.500000 Penalty: 2249.218262
	Iteration 10Q: 3 clusters Score -127592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127593.039062 Penalty: 2249.218262
	Iteration 11Q: 3 clusters Score -127593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127593.039062 Penalty: 2249.218262
	Iteration 12F: 3 clusters Score -127593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Entering Unmasked Estep 
Score: -9869143.000000 Penalty: 1828.823364
	Iteration 0F: 2 clusters Score -9869143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -9819290.000000 Penalty: 3657.646729
	Iteration 0F: 3 clusters Score -9819290 nChanged 36310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -9840141.000000 Penalty: 3657.646729
	Iteration 1F: 3 clusters Score -9840141 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -9841023.000000 Penalty: 3657.646729
	Iteration 2Q: 3 clusters Score -9841023 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -9842377.000000 Penalty: 3657.646729
	Iteration 3Q: 3 clusters Score -9842377 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -9844766.000000 Penalty: 3657.646729
	Iteration 4F: 3 clusters Score -9844766 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -9848735.000000 Penalty: 3657.646729
	Iteration 5F: 3 clusters Score -9848735 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -9854533.000000 Penalty: 3657.646729
	Iteration 6F: 3 clusters Score -9854533 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -9860719.000000 Penalty: 3657.646729
	Iteration 7F: 3 clusters Score -9860719 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -9864745.000000 Penalty: 3657.646729
	Iteration 8F: 3 clusters Score -9864745 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -9866543.000000 Penalty: 3657.646729
	Iteration 9Q: 3 clusters Score -9866543 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -9867119.000000 Penalty: 3657.646729
	Iteration 10Q: 3 clusters Score -9867119 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9867329.000000 Penalty: 3657.646729
	Iteration 11Q: 3 clusters Score -9867329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -9867404.000000 Penalty: 3657.646729
	Iteration 12Q: 3 clusters Score -9867404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9867439.000000 Penalty: 3657.646729
	Iteration 13Q: 3 clusters Score -9867439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -9867458.000000 Penalty: 3657.646729
	Iteration 14Q: 3 clusters Score -9867458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -9867474.000000 Penalty: 3657.646729
	Iteration 15Q: 3 clusters Score -9867474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -9867486.000000 Penalty: 3657.646729
	Iteration 16Q: 3 clusters Score -9867486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -9867498.000000 Penalty: 3657.646729
	Iteration 17Q: 3 clusters Score -9867498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9867499.000000 Penalty: 3657.646729
	Iteration 18Q: 3 clusters Score -9867499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -9867497.000000 Penalty: 3657.646729
	Iteration 19Q: 3 clusters Score -9867497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9867495.000000 Penalty: 3657.646729
	Iteration 20F: 3 clusters Score -9867495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9867498.000000 Penalty: 3657.646729
	Iteration 21Q: 3 clusters Score -9867498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -9867498.000000 Penalty: 3657.646729
	Iteration 22F: 3 clusters Score -9867498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -52342.929688 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -52342.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51280.992188 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -51280.99 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51534.050781 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -51534.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51743.699219 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -51743.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51909.351562 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -51909.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52053.835938 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -52053.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52127.761719 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -52127.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52153.031250 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -52153.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52177.324219 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -52177.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52196.281250 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -52196.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52211.960938 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -52211.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52214.851562 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -52214.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52223.445312 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -52223.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52226.925781 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -52226.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52226.925781 Penalty: 2024.265991
	Iteration 13F: 3 clusters Score -52226.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -116535.742188 Penalty: 1111.414917
	Iteration 0F: 2 clusters Score -116535.7 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 463 members 
Entering Unmasked Estep 
Score: -115142.164062 Penalty: 2222.829834
	Iteration 0F: 3 clusters Score -115142.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115367.648438 Penalty: 2222.829834
	Iteration 1F: 3 clusters Score -115367.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115448.007812 Penalty: 2222.829834
	Iteration 2F: 3 clusters Score -115448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115485.781250 Penalty: 2222.829834
	Iteration 3Q: 3 clusters Score -115485.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115512.523438 Penalty: 2222.829834
	Iteration 4Q: 3 clusters Score -115512.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115528.078125 Penalty: 2222.829834
	Iteration 5Q: 3 clusters Score -115528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -115537.234375 Penalty: 2222.829834
	Iteration 6Q: 3 clusters Score -115537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115541.945312 Penalty: 2222.829834
	Iteration 7Q: 3 clusters Score -115541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115543.929688 Penalty: 2222.829834
	Iteration 8Q: 3 clusters Score -115543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115546.492188 Penalty: 2222.829834
	Iteration 9Q: 3 clusters Score -115546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115548.789062 Penalty: 2222.829834
	Iteration 10Q: 3 clusters Score -115548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115549.562500 Penalty: 2222.829834
	Iteration 11Q: 3 clusters Score -115549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115551.000000 Penalty: 2222.829834
	Iteration 12Q: 3 clusters Score -115551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115551.000000 Penalty: 2222.829834
	Iteration 13F: 3 clusters Score -115551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -640410.437500 Penalty: 1386.591309
	Iteration 0F: 2 clusters Score -640410.4 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 2509 members 
Entering Unmasked Estep 
Score: -636363.625000 Penalty: 2773.182617
	Iteration 0F: 3 clusters Score -636363.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -637669.750000 Penalty: 2773.182617
	Iteration 1F: 3 clusters Score -637669.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -638043.187500 Penalty: 2773.182617
	Iteration 2F: 3 clusters Score -638043.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -638351.750000 Penalty: 2773.182617
	Iteration 3F: 3 clusters Score -638351.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -638577.375000 Penalty: 2773.182617
	Iteration 4F: 3 clusters Score -638577.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -638741.437500 Penalty: 2773.182617
	Iteration 5F: 3 clusters Score -638741.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -638885.625000 Penalty: 2773.182617
	Iteration 6Q: 3 clusters Score -638885.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -638966.625000 Penalty: 2773.182617
	Iteration 7Q: 3 clusters Score -638966.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -639019.250000 Penalty: 2773.182617
	Iteration 8Q: 3 clusters Score -639019.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -639070.062500 Penalty: 2773.182617
	Iteration 9Q: 3 clusters Score -639070.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -639100.187500 Penalty: 2773.182617
	Iteration 10Q: 3 clusters Score -639100.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -639132.625000 Penalty: 2773.182617
	Iteration 11Q: 3 clusters Score -639132.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -639162.000000 Penalty: 2773.182617
	Iteration 12Q: 3 clusters Score -639162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -639187.562500 Penalty: 2773.182617
	Iteration 13Q: 3 clusters Score -639187.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -639217.125000 Penalty: 2773.182617
	Iteration 14Q: 3 clusters Score -639217.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -639234.562500 Penalty: 2773.182617
	Iteration 15Q: 3 clusters Score -639234.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -639246.437500 Penalty: 2773.182617
	Iteration 16Q: 3 clusters Score -639246.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -639259.625000 Penalty: 2773.182617
	Iteration 17Q: 3 clusters Score -639259.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -639267.750000 Penalty: 2773.182617
	Iteration 18Q: 3 clusters Score -639267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -639277.375000 Penalty: 2773.182617
	Iteration 19Q: 3 clusters Score -639277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -639291.125000 Penalty: 2773.182617
	Iteration 20F: 3 clusters Score -639291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -639295.750000 Penalty: 2773.182617
	Iteration 21Q: 3 clusters Score -639295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -639306.750000 Penalty: 2773.182617
	Iteration 22Q: 3 clusters Score -639306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -639314.062500 Penalty: 2773.182617
	Iteration 23Q: 3 clusters Score -639314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -639326.687500 Penalty: 2773.182617
	Iteration 24Q: 3 clusters Score -639326.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -639335.312500 Penalty: 2773.182617
	Iteration 25Q: 3 clusters Score -639335.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -639339.187500 Penalty: 2773.182617
	Iteration 26Q: 3 clusters Score -639339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -639340.937500 Penalty: 2773.182617
	Iteration 27Q: 3 clusters Score -639340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -639342.375000 Penalty: 2773.182617
	Iteration 28Q: 3 clusters Score -639342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -639345.687500 Penalty: 2773.182617
	Iteration 29Q: 3 clusters Score -639345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -639347.000000 Penalty: 2773.182617
	Iteration 30Q: 3 clusters Score -639347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -639350.062500 Penalty: 2773.182617
	Iteration 31Q: 3 clusters Score -639350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -639350.375000 Penalty: 2773.182617
	Iteration 32Q: 3 clusters Score -639350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -639351.875000 Penalty: 2773.182617
	Iteration 33Q: 3 clusters Score -639351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -639354.562500 Penalty: 2773.182617
	Iteration 34Q: 3 clusters Score -639354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -639355.437500 Penalty: 2773.182617
	Iteration 35Q: 3 clusters Score -639355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -639355.875000 Penalty: 2773.182617
	Iteration 36Q: 3 clusters Score -639355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -639357.312500 Penalty: 2773.182617
	Iteration 37Q: 3 clusters Score -639357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -639356.687500 Penalty: 2773.182617
	Iteration 38Q: 3 clusters Score -639356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -639357.312500 Penalty: 2773.182617
	Iteration 39Q: 3 clusters Score -639357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -639357.875000 Penalty: 2773.182617
	Iteration 40F: 3 clusters Score -639357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -639357.125000 Penalty: 2773.182617
	Iteration 41Q: 3 clusters Score -639357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -639357.125000 Penalty: 2773.182617
	Iteration 42F: 3 clusters Score -639357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Entering Unmasked Estep 
Score: -5421338.500000 Penalty: 1731.835327
	Iteration 0F: 2 clusters Score -5421338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5392930.000000 Penalty: 3463.670654
	Iteration 0F: 3 clusters Score -5392930 nChanged 19820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5404072.500000 Penalty: 3463.670654
	Iteration 1F: 3 clusters Score -5404072 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5404476.000000 Penalty: 3463.670654
	Iteration 2Q: 3 clusters Score -5404476 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5404938.000000 Penalty: 3463.670654
	Iteration 3Q: 3 clusters Score -5404938 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5405537.000000 Penalty: 3463.670654
	Iteration 4Q: 3 clusters Score -5405537 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5406296.000000 Penalty: 3463.670654
	Iteration 5Q: 3 clusters Score -5406296 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5407262.000000 Penalty: 3463.670654
	Iteration 6Q: 3 clusters Score -5407262 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5408470.000000 Penalty: 3463.670654
	Iteration 7Q: 3 clusters Score -5408470 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -5409941.000000 Penalty: 3463.670654
	Iteration 8F: 3 clusters Score -5409941 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -5411457.000000 Penalty: 3463.670654
	Iteration 9F: 3 clusters Score -5411457 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -5412851.000000 Penalty: 3463.670654
	Iteration 10F: 3 clusters Score -5412851 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5414016.000000 Penalty: 3463.670654
	Iteration 11Q: 3 clusters Score -5414016 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5414739.500000 Penalty: 3463.670654
	Iteration 12Q: 3 clusters Score -5414740 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -5415135.000000 Penalty: 3463.670654
	Iteration 13Q: 3 clusters Score -5415135 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5415387.500000 Penalty: 3463.670654
	Iteration 14Q: 3 clusters Score -5415388 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -5415537.000000 Penalty: 3463.670654
	Iteration 15Q: 3 clusters Score -5415537 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5415661.500000 Penalty: 3463.670654
	Iteration 16Q: 3 clusters Score -5415662 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5415800.500000 Penalty: 3463.670654
	Iteration 17Q: 3 clusters Score -5415800 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -5415934.000000 Penalty: 3463.670654
	Iteration 18Q: 3 clusters Score -5415934 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -5416083.000000 Penalty: 3463.670654
	Iteration 19Q: 3 clusters Score -5416083 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -5416224.000000 Penalty: 3463.670654
	Iteration 20F: 3 clusters Score -5416224 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -5416360.500000 Penalty: 3463.670654
	Iteration 21Q: 3 clusters Score -5416360 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5416530.500000 Penalty: 3463.670654
	Iteration 22Q: 3 clusters Score -5416530 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -5416707.500000 Penalty: 3463.670654
	Iteration 23Q: 3 clusters Score -5416708 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5416901.000000 Penalty: 3463.670654
	Iteration 24Q: 3 clusters Score -5416901 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5417089.500000 Penalty: 3463.670654
	Iteration 25Q: 3 clusters Score -5417090 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -5417336.000000 Penalty: 3463.670654
	Iteration 26Q: 3 clusters Score -5417336 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5417540.500000 Penalty: 3463.670654
	Iteration 27Q: 3 clusters Score -5417540 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5417749.500000 Penalty: 3463.670654
	Iteration 28Q: 3 clusters Score -5417750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5417961.500000 Penalty: 3463.670654
	Iteration 29Q: 3 clusters Score -5417962 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5418205.500000 Penalty: 3463.670654
	Iteration 30Q: 3 clusters Score -5418206 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5418451.500000 Penalty: 3463.670654
	Iteration 31Q: 3 clusters Score -5418452 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5418654.000000 Penalty: 3463.670654
	Iteration 32Q: 3 clusters Score -5418654 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5418869.000000 Penalty: 3463.670654
	Iteration 33Q: 3 clusters Score -5418869 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5419080.000000 Penalty: 3463.670654
	Iteration 34Q: 3 clusters Score -5419080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5419211.000000 Penalty: 3463.670654
	Iteration 35Q: 3 clusters Score -5419211 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5419365.500000 Penalty: 3463.670654
	Iteration 36Q: 3 clusters Score -5419366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5419474.500000 Penalty: 3463.670654
	Iteration 37Q: 3 clusters Score -5419474 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5419554.000000 Penalty: 3463.670654
	Iteration 38Q: 3 clusters Score -5419554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5419630.000000 Penalty: 3463.670654
	Iteration 39Q: 3 clusters Score -5419630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5419685.000000 Penalty: 3463.670654
	Iteration 40F: 3 clusters Score -5419685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5419729.500000 Penalty: 3463.670654
	Iteration 41Q: 3 clusters Score -5419730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5419766.500000 Penalty: 3463.670654
	Iteration 42Q: 3 clusters Score -5419766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5419789.000000 Penalty: 3463.670654
	Iteration 43Q: 3 clusters Score -5419789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5419812.000000 Penalty: 3463.670654
	Iteration 44Q: 3 clusters Score -5419812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5419837.500000 Penalty: 3463.670654
	Iteration 45Q: 3 clusters Score -5419838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5419861.000000 Penalty: 3463.670654
	Iteration 46Q: 3 clusters Score -5419861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5419871.000000 Penalty: 3463.670654
	Iteration 47Q: 3 clusters Score -5419871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5419878.500000 Penalty: 3463.670654
	Iteration 48Q: 3 clusters Score -5419878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5419892.500000 Penalty: 3463.670654
	Iteration 49Q: 3 clusters Score -5419892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5419901.500000 Penalty: 3463.670654
	Iteration 50Q: 3 clusters Score -5419902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5419901.500000 Penalty: 3463.670654
	Iteration 51Q: 3 clusters Score -5419902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5419911.500000 Penalty: 3463.670654
	Iteration 52Q: 3 clusters Score -5419912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5419909.500000 Penalty: 3463.670654
	Iteration 53Q: 3 clusters Score -5419910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5419911.000000 Penalty: 3463.670654
	Iteration 54Q: 3 clusters Score -5419911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5419911.500000 Penalty: 3463.670654
	Iteration 55Q: 3 clusters Score -5419912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5419911.500000 Penalty: 3463.670654
	Iteration 56F: 3 clusters Score -5419912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -514412.812500 Penalty: 1362.864258
	Iteration 0F: 2 clusters Score -514412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -510859.281250 Penalty: 2725.728516
	Iteration 0F: 3 clusters Score -510859.3 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -512029.687500 Penalty: 2725.728516
	Iteration 1F: 3 clusters Score -512029.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -512368.187500 Penalty: 2725.728516
	Iteration 2F: 3 clusters Score -512368.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -512662.875000 Penalty: 2725.728516
	Iteration 3F: 3 clusters Score -512662.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -512910.375000 Penalty: 2725.728516
	Iteration 4F: 3 clusters Score -512910.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -513099.343750 Penalty: 2725.728516
	Iteration 5F: 3 clusters Score -513099.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -513233.250000 Penalty: 2725.728516
	Iteration 6Q: 3 clusters Score -513233.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -513354.187500 Penalty: 2725.728516
	Iteration 7Q: 3 clusters Score -513354.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -513446.187500 Penalty: 2725.728516
	Iteration 8Q: 3 clusters Score -513446.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -513508.000000 Penalty: 2725.728516
	Iteration 9Q: 3 clusters Score -513508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513542.687500 Penalty: 2725.728516
	Iteration 10Q: 3 clusters Score -513542.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -513561.468750 Penalty: 2725.728516
	Iteration 11Q: 3 clusters Score -513561.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -513573.468750 Penalty: 2725.728516
	Iteration 12Q: 3 clusters Score -513573.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -513583.718750 Penalty: 2725.728516
	Iteration 13Q: 3 clusters Score -513583.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -513590.125000 Penalty: 2725.728516
	Iteration 14Q: 3 clusters Score -513590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -513597.906250 Penalty: 2725.728516
	Iteration 15Q: 3 clusters Score -513597.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -513602.656250 Penalty: 2725.728516
	Iteration 16Q: 3 clusters Score -513602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -513606.718750 Penalty: 2725.728516
	Iteration 17Q: 3 clusters Score -513606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -513609.531250 Penalty: 2725.728516
	Iteration 18Q: 3 clusters Score -513609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -513612.718750 Penalty: 2725.728516
	Iteration 19Q: 3 clusters Score -513612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -513615.687500 Penalty: 2725.728516
	Iteration 20F: 3 clusters Score -513615.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -513621.093750 Penalty: 2725.728516
	Iteration 21Q: 3 clusters Score -513621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -513622.875000 Penalty: 2725.728516
	Iteration 22Q: 3 clusters Score -513622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -513624.031250 Penalty: 2725.728516
	Iteration 23Q: 3 clusters Score -513624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -513625.500000 Penalty: 2725.728516
	Iteration 24Q: 3 clusters Score -513625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -513625.625000 Penalty: 2725.728516
	Iteration 25Q: 3 clusters Score -513625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -513626.437500 Penalty: 2725.728516
	Iteration 26Q: 3 clusters Score -513626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -513626.218750 Penalty: 2725.728516
	Iteration 27Q: 3 clusters Score -513626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -513626.218750 Penalty: 2725.728516
	Iteration 28F: 3 clusters Score -513626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Entering Unmasked Estep 
Score: -3332548.750000 Penalty: 1653.022339
	Iteration 0F: 2 clusters Score -3332549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3314747.500000 Penalty: 3306.044678
	Iteration 0F: 3 clusters Score -3314748 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3321664.000000 Penalty: 3306.044678
	Iteration 1F: 3 clusters Score -3321664 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3322177.000000 Penalty: 3306.044678
	Iteration 2F: 3 clusters Score -3322177 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3322636.750000 Penalty: 3306.044678
	Iteration 3Q: 3 clusters Score -3322637 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3323076.750000 Penalty: 3306.044678
	Iteration 4Q: 3 clusters Score -3323077 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3323466.500000 Penalty: 3306.044678
	Iteration 5Q: 3 clusters Score -3323466 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3323853.250000 Penalty: 3306.044678
	Iteration 6Q: 3 clusters Score -3323853 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3324234.750000 Penalty: 3306.044678
	Iteration 7Q: 3 clusters Score -3324235 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3324605.250000 Penalty: 3306.044678
	Iteration 8Q: 3 clusters Score -3324605 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3324930.250000 Penalty: 3306.044678
	Iteration 9Q: 3 clusters Score -3324930 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3325241.500000 Penalty: 3306.044678
	Iteration 10Q: 3 clusters Score -3325242 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3325540.750000 Penalty: 3306.044678
	Iteration 11Q: 3 clusters Score -3325541 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3325885.500000 Penalty: 3306.044678
	Iteration 12Q: 3 clusters Score -3325886 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3326298.250000 Penalty: 3306.044678
	Iteration 13Q: 3 clusters Score -3326298 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3326864.750000 Penalty: 3306.044678
	Iteration 14Q: 3 clusters Score -3326865 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3327630.000000 Penalty: 3306.044678
	Iteration 15Q: 3 clusters Score -3327630 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3328483.000000 Penalty: 3306.044678
	Iteration 16Q: 3 clusters Score -3328483 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3329143.750000 Penalty: 3306.044678
	Iteration 17Q: 3 clusters Score -3329144 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3329464.500000 Penalty: 3306.044678
	Iteration 18Q: 3 clusters Score -3329464 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3329620.000000 Penalty: 3306.044678
	Iteration 19Q: 3 clusters Score -3329620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3329696.000000 Penalty: 3306.044678
	Iteration 20F: 3 clusters Score -3329696 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3329747.250000 Penalty: 3306.044678
	Iteration 21Q: 3 clusters Score -3329747 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3329789.000000 Penalty: 3306.044678
	Iteration 22Q: 3 clusters Score -3329789 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3329806.750000 Penalty: 3306.044678
	Iteration 23Q: 3 clusters Score -3329807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3329826.000000 Penalty: 3306.044678
	Iteration 24Q: 3 clusters Score -3329826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3329837.500000 Penalty: 3306.044678
	Iteration 25Q: 3 clusters Score -3329838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3329851.000000 Penalty: 3306.044678
	Iteration 26Q: 3 clusters Score -3329851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3329850.500000 Penalty: 3306.044678
	Iteration 27Q: 3 clusters Score -3329850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3329861.500000 Penalty: 3306.044678
	Iteration 28Q: 3 clusters Score -3329862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3329859.250000 Penalty: 3306.044678
	Iteration 29Q: 3 clusters Score -3329859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3329876.500000 Penalty: 3306.044678
	Iteration 30Q: 3 clusters Score -3329876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3329879.500000 Penalty: 3306.044678
	Iteration 31Q: 3 clusters Score -3329880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3329881.250000 Penalty: 3306.044678
	Iteration 32Q: 3 clusters Score -3329881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3329897.500000 Penalty: 3306.044678
	Iteration 33Q: 3 clusters Score -3329898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3329898.000000 Penalty: 3306.044678
	Iteration 34Q: 3 clusters Score -3329898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3329904.750000 Penalty: 3306.044678
	Iteration 35Q: 3 clusters Score -3329905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3329905.750000 Penalty: 3306.044678
	Iteration 36Q: 3 clusters Score -3329906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3329907.000000 Penalty: 3306.044678
	Iteration 37Q: 3 clusters Score -3329907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3329912.750000 Penalty: 3306.044678
	Iteration 38Q: 3 clusters Score -3329913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3329926.250000 Penalty: 3306.044678
	Iteration 39Q: 3 clusters Score -3329926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3329928.000000 Penalty: 3306.044678
	Iteration 40F: 3 clusters Score -3329928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3329927.750000 Penalty: 3306.044678
	Iteration 41Q: 3 clusters Score -3329928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3329927.250000 Penalty: 3306.044678
	Iteration 42Q: 3 clusters Score -3329927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3329921.500000 Penalty: 3306.044678
	Iteration 43Q: 3 clusters Score -3329922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3329921.250000 Penalty: 3306.044678
	Iteration 44Q: 3 clusters Score -3329921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3329922.750000 Penalty: 3306.044678
	Iteration 45Q: 3 clusters Score -3329923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3329933.750000 Penalty: 3306.044678
	Iteration 46Q: 3 clusters Score -3329934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3329929.500000 Penalty: 3306.044678
	Iteration 47Q: 3 clusters Score -3329930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3329933.500000 Penalty: 3306.044678
	Iteration 48Q: 3 clusters Score -3329934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3329939.250000 Penalty: 3306.044678
	Iteration 49Q: 3 clusters Score -3329939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3329939.250000 Penalty: 3306.044678
	Iteration 50Q: 3 clusters Score -3329939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3329943.750000 Penalty: 3306.044678
	Iteration 51Q: 3 clusters Score -3329944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3329951.250000 Penalty: 3306.044678
	Iteration 52Q: 3 clusters Score -3329951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3329951.000000 Penalty: 3306.044678
	Iteration 53Q: 3 clusters Score -3329951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3329949.500000 Penalty: 3306.044678
	Iteration 54Q: 3 clusters Score -3329950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3329954.750000 Penalty: 3306.044678
	Iteration 55Q: 3 clusters Score -3329955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3329959.250000 Penalty: 3306.044678
	Iteration 56Q: 3 clusters Score -3329959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3329956.750000 Penalty: 3306.044678
	Iteration 57Q: 3 clusters Score -3329957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3329962.000000 Penalty: 3306.044678
	Iteration 58Q: 3 clusters Score -3329962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3329959.750000 Penalty: 3306.044678
	Iteration 59Q: 3 clusters Score -3329960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3329960.750000 Penalty: 3306.044678
	Iteration 60F: 3 clusters Score -3329961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3329961.250000 Penalty: 3306.044678
	Iteration 61Q: 3 clusters Score -3329961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3329962.000000 Penalty: 3306.044678
	Iteration 62Q: 3 clusters Score -3329962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3329965.750000 Penalty: 3306.044678
	Iteration 63Q: 3 clusters Score -3329966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3329975.500000 Penalty: 3306.044678
	Iteration 64Q: 3 clusters Score -3329976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3329965.500000 Penalty: 3306.044678
	Iteration 65Q: 3 clusters Score -3329966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3329969.250000 Penalty: 3306.044678
	Iteration 66Q: 3 clusters Score -3329969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3329968.500000 Penalty: 3306.044678
	Iteration 67Q: 3 clusters Score -3329968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3329978.500000 Penalty: 3306.044678
	Iteration 68Q: 3 clusters Score -3329978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3329979.250000 Penalty: 3306.044678
	Iteration 69Q: 3 clusters Score -3329979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3329981.250000 Penalty: 3306.044678
	Iteration 70Q: 3 clusters Score -3329981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3329986.000000 Penalty: 3306.044678
	Iteration 71Q: 3 clusters Score -3329986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3329984.500000 Penalty: 3306.044678
	Iteration 72Q: 3 clusters Score -3329984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3329986.750000 Penalty: 3306.044678
	Iteration 73Q: 3 clusters Score -3329987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3329986.000000 Penalty: 3306.044678
	Iteration 74Q: 3 clusters Score -3329986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3329975.500000 Penalty: 3306.044678
	Iteration 75Q: 3 clusters Score -3329976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3329982.250000 Penalty: 3306.044678
	Iteration 76Q: 3 clusters Score -3329982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3329995.250000 Penalty: 3306.044678
	Iteration 77Q: 3 clusters Score -3329995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3329998.000000 Penalty: 3306.044678
	Iteration 78Q: 3 clusters Score -3329998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3329999.750000 Penalty: 3306.044678
	Iteration 79Q: 3 clusters Score -3330000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3329995.000000 Penalty: 3306.044678
	Iteration 80F: 3 clusters Score -3329995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3329994.250000 Penalty: 3306.044678
	Iteration 81Q: 3 clusters Score -3329994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3329992.500000 Penalty: 3306.044678
	Iteration 82Q: 3 clusters Score -3329992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3329990.500000 Penalty: 3306.044678
	Iteration 83Q: 3 clusters Score -3329990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3329993.000000 Penalty: 3306.044678
	Iteration 84Q: 3 clusters Score -3329993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3329993.750000 Penalty: 3306.044678
	Iteration 85Q: 3 clusters Score -3329994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3329995.000000 Penalty: 3306.044678
	Iteration 86Q: 3 clusters Score -3329995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3329995.000000 Penalty: 3306.044678
	Iteration 87F: 3 clusters Score -3329995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20486.878906 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20486.88 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20859.568359 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20859.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21169.798828 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21288.550781 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21288.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21367.472656 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21367.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21406.466797 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21406.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21431.640625 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21431.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21451.832031 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21451.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21459.673828 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21459.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21460.634766 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21460.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21460.634766 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -21460.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77211 members 
Mstep: Class 9 contains 88 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 229 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73264 members 
Entering Unmasked Estep 
Score: -61629304.000000 Penalty: 40476.707031
Splitting cluster 18 changes total score from -61630144.000000 to -61629304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -884865.875000 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -884865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -879718.375000 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -879718.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -881306.812500 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -881306.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -881662.437500 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -881662.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -882030.437500 Penalty: 2873.987305
	Iteration 3F: 3 clusters Score -882030.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -882414.937500 Penalty: 2873.987305
	Iteration 4F: 3 clusters Score -882414.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -882778.125000 Penalty: 2873.987305
	Iteration 5F: 3 clusters Score -882778.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -883148.312500 Penalty: 2873.987305
	Iteration 6F: 3 clusters Score -883148.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -883498.000000 Penalty: 2873.987305
	Iteration 7F: 3 clusters Score -883498 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -883755.000000 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -883755 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -883892.812500 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -883892.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -883940.125000 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -883940.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -883967.500000 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -883967.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -883981.125000 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -883981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -883989.375000 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -883989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -883989.875000 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -883989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -883992.375000 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -883992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -883993.375000 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -883993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -883996.937500 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -883996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -883996.187500 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -883996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -883998.250000 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -883998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -883997.375000 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -883997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -883997.937500 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -883997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -883998.875000 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -883998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -884000.375000 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -884000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -883999.687500 Penalty: 2873.987305
	Iteration 24Q: 3 clusters Score -883999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -883999.687500 Penalty: 2873.987305
	Iteration 25F: 3 clusters Score -883999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Entering Unmasked Estep 
Score: -2555720.500000 Penalty: 1610.772583
	Iteration 0F: 2 clusters Score -2555720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2541914.750000 Penalty: 3221.545166
	Iteration 0F: 3 clusters Score -2541915 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2546963.500000 Penalty: 3221.545166
	Iteration 1F: 3 clusters Score -2546964 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2547500.750000 Penalty: 3221.545166
	Iteration 2F: 3 clusters Score -2547501 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2548233.000000 Penalty: 3221.545166
	Iteration 3F: 3 clusters Score -2548233 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2549301.750000 Penalty: 3221.545166
	Iteration 4F: 3 clusters Score -2549302 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2550599.000000 Penalty: 3221.545166
	Iteration 5F: 3 clusters Score -2550599 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2551891.500000 Penalty: 3221.545166
	Iteration 6F: 3 clusters Score -2551892 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2552916.500000 Penalty: 3221.545166
	Iteration 7F: 3 clusters Score -2552916 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2553596.500000 Penalty: 3221.545166
	Iteration 8Q: 3 clusters Score -2553596 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2553990.000000 Penalty: 3221.545166
	Iteration 9Q: 3 clusters Score -2553990 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2554227.250000 Penalty: 3221.545166
	Iteration 10Q: 3 clusters Score -2554227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2554358.750000 Penalty: 3221.545166
	Iteration 11Q: 3 clusters Score -2554359 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2554422.500000 Penalty: 3221.545166
	Iteration 12Q: 3 clusters Score -2554422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2554471.250000 Penalty: 3221.545166
	Iteration 13Q: 3 clusters Score -2554471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2554507.250000 Penalty: 3221.545166
	Iteration 14Q: 3 clusters Score -2554507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2554520.500000 Penalty: 3221.545166
	Iteration 15Q: 3 clusters Score -2554520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2554533.000000 Penalty: 3221.545166
	Iteration 16Q: 3 clusters Score -2554533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2554542.000000 Penalty: 3221.545166
	Iteration 17Q: 3 clusters Score -2554542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2554560.250000 Penalty: 3221.545166
	Iteration 18Q: 3 clusters Score -2554560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2554569.500000 Penalty: 3221.545166
	Iteration 19Q: 3 clusters Score -2554570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2554576.000000 Penalty: 3221.545166
	Iteration 20F: 3 clusters Score -2554576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2554581.500000 Penalty: 3221.545166
	Iteration 21Q: 3 clusters Score -2554582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2554584.750000 Penalty: 3221.545166
	Iteration 22Q: 3 clusters Score -2554585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2554587.500000 Penalty: 3221.545166
	Iteration 23Q: 3 clusters Score -2554588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2554591.000000 Penalty: 3221.545166
	Iteration 24Q: 3 clusters Score -2554591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2554590.750000 Penalty: 3221.545166
	Iteration 25Q: 3 clusters Score -2554591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2554594.000000 Penalty: 3221.545166
	Iteration 26Q: 3 clusters Score -2554594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2554592.000000 Penalty: 3221.545166
	Iteration 27Q: 3 clusters Score -2554592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2554592.250000 Penalty: 3221.545166
	Iteration 28Q: 3 clusters Score -2554592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2554592.250000 Penalty: 3221.545166
	Iteration 29F: 3 clusters Score -2554592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Entering Unmasked Estep 
Score: -9332283.000000 Penalty: 1820.296387
	Iteration 0F: 2 clusters Score -9332283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -9284377.000000 Penalty: 3640.592773
	Iteration 0F: 3 clusters Score -9284377 nChanged 34815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -9304059.000000 Penalty: 3640.592773
	Iteration 1F: 3 clusters Score -9304059 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -9304590.000000 Penalty: 3640.592773
	Iteration 2Q: 3 clusters Score -9304590 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -9305172.000000 Penalty: 3640.592773
	Iteration 3Q: 3 clusters Score -9305172 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -9305846.000000 Penalty: 3640.592773
	Iteration 4Q: 3 clusters Score -9305846 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -9306777.000000 Penalty: 3640.592773
	Iteration 5Q: 3 clusters Score -9306777 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -9308492.000000 Penalty: 3640.592773
	Iteration 6Q: 3 clusters Score -9308492 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -9311287.000000 Penalty: 3640.592773
	Iteration 7F: 3 clusters Score -9311287 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -9315632.000000 Penalty: 3640.592773
	Iteration 8F: 3 clusters Score -9315632 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9320305.000000 Penalty: 3640.592773
	Iteration 9F: 3 clusters Score -9320305 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -9323197.000000 Penalty: 3640.592773
	Iteration 10F: 3 clusters Score -9323197 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -9324418.000000 Penalty: 3640.592773
	Iteration 11Q: 3 clusters Score -9324418 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -9325081.000000 Penalty: 3640.592773
	Iteration 12Q: 3 clusters Score -9325081 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -9325746.000000 Penalty: 3640.592773
	Iteration 13Q: 3 clusters Score -9325746 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -9326369.000000 Penalty: 3640.592773
	Iteration 14Q: 3 clusters Score -9326369 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -9326960.000000 Penalty: 3640.592773
	Iteration 15Q: 3 clusters Score -9326960 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9327561.000000 Penalty: 3640.592773
	Iteration 16Q: 3 clusters Score -9327561 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -9328151.000000 Penalty: 3640.592773
	Iteration 17Q: 3 clusters Score -9328151 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -9328872.000000 Penalty: 3640.592773
	Iteration 18Q: 3 clusters Score -9328872 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -9329483.000000 Penalty: 3640.592773
	Iteration 19Q: 3 clusters Score -9329483 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -9329885.000000 Penalty: 3640.592773
	Iteration 20F: 3 clusters Score -9329885 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9330202.000000 Penalty: 3640.592773
	Iteration 21Q: 3 clusters Score -9330202 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -9330411.000000 Penalty: 3640.592773
	Iteration 22Q: 3 clusters Score -9330411 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -9330535.000000 Penalty: 3640.592773
	Iteration 23Q: 3 clusters Score -9330535 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -9330619.000000 Penalty: 3640.592773
	Iteration 24Q: 3 clusters Score -9330619 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -9330721.000000 Penalty: 3640.592773
	Iteration 25Q: 3 clusters Score -9330721 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -9330747.000000 Penalty: 3640.592773
	Iteration 26Q: 3 clusters Score -9330747 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -9330794.000000 Penalty: 3640.592773
	Iteration 27Q: 3 clusters Score -9330794 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -9330809.000000 Penalty: 3640.592773
	Iteration 28Q: 3 clusters Score -9330809 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -9330828.000000 Penalty: 3640.592773
	Iteration 29Q: 3 clusters Score -9330828 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9330881.000000 Penalty: 3640.592773
	Iteration 30Q: 3 clusters Score -9330881 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -9330923.000000 Penalty: 3640.592773
	Iteration 31Q: 3 clusters Score -9330923 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -9330983.000000 Penalty: 3640.592773
	Iteration 32Q: 3 clusters Score -9330983 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -9331038.000000 Penalty: 3640.592773
	Iteration 33Q: 3 clusters Score -9331038 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -9331083.000000 Penalty: 3640.592773
	Iteration 34Q: 3 clusters Score -9331083 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -9331115.000000 Penalty: 3640.592773
	Iteration 35Q: 3 clusters Score -9331115 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -9331159.000000 Penalty: 3640.592773
	Iteration 36Q: 3 clusters Score -9331159 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -9331167.000000 Penalty: 3640.592773
	Iteration 37Q: 3 clusters Score -9331167 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -9331202.000000 Penalty: 3640.592773
	Iteration 38Q: 3 clusters Score -9331202 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -9331259.000000 Penalty: 3640.592773
	Iteration 39Q: 3 clusters Score -9331259 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -9331295.000000 Penalty: 3640.592773
	Iteration 40F: 3 clusters Score -9331295 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -9331293.000000 Penalty: 3640.592773
	Iteration 41Q: 3 clusters Score -9331293 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -9331334.000000 Penalty: 3640.592773
	Iteration 42Q: 3 clusters Score -9331334 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9331518 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9331609 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9331618 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9331658 nChanged 299
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Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9331731 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9331729 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9331732 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9331769 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9331819 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9331839 nChanged 218
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Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9331828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9331873 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9331917 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9331950 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9332011 nChanged 221
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Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -9332021.000000 Penalty: 3640.592773
	Iteration 72Q: 3 clusters Score -9332021 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9332097 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9332113 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9332148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9332161 nChanged 122
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Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9332172 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9332173 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9332176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9332190 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9332216 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9332231 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9332244 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -9332236.000000 Penalty: 3640.592773
	Iteration 87Q: 3 clusters Score -9332236 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9332253 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9332259 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9332271 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9332272 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9332271 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66595 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9332267 nChanged 94
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Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9332268 nChanged 80
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Mstep: Class 1 contains 66769 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9332267 nChanged 68
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Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9332270 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -9332279.000000 Penalty: 3640.592773
	Iteration 97Q: 3 clusters Score -9332279 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9332292 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9332309 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9332302 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9332306 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9332306 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9332295 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9332293 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9332296 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9332306 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9332308 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9332306 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67300 members 
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Entering Unmasked Estep 
Score: -9332311.000000 Penalty: 3640.592773
	Iteration 109Q: 3 clusters Score -9332311 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9332319 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9332317 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9332328 nChanged 22
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9332320 nChanged 27
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Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9332315 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67454 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9332305 nChanged 14
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Mstep: Class 1 contains 67468 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9332295 nChanged 26
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Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9332291 nChanged 23
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9332296 nChanged 23
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9332302 nChanged 17
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Mstep: Class 1 contains 67557 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9332294 nChanged 15
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9332305 nChanged 24
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Mstep: Class 1 contains 67594 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9332313 nChanged 20
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Mstep: Class 1 contains 67614 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9332319 nChanged 23
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Mstep: Class 1 contains 67637 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9332329 nChanged 23
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Mstep: Class 1 contains 67660 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9332321 nChanged 25
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Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9332321 nChanged 25
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Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9332306 nChanged 20
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Mstep: Class 1 contains 67730 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9332299 nChanged 24
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Mstep: Class 1 contains 67754 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9332297 nChanged 18
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Mstep: Class 1 contains 67772 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9332299 nChanged 17
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Mstep: Class 1 contains 67789 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9332309 nChanged 15
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Mstep: Class 1 contains 67804 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9332310 nChanged 13
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Mstep: Class 1 contains 67817 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9332317 nChanged 12
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9332322 nChanged 12
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9332320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -9332326.000000 Penalty: 3640.592773
	Iteration 136Q: 3 clusters Score -9332326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -9332329.000000 Penalty: 3640.592773
	Iteration 137Q: 3 clusters Score -9332329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -9332325.000000 Penalty: 3640.592773
	Iteration 138Q: 3 clusters Score -9332325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9332328.000000 Penalty: 3640.592773
	Iteration 139Q: 3 clusters Score -9332328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -9332324.000000 Penalty: 3640.592773
	Iteration 140F: 3 clusters Score -9332324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -9332328.000000 Penalty: 3640.592773
	Iteration 141Q: 3 clusters Score -9332328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9332329.000000 Penalty: 3640.592773
	Iteration 142Q: 3 clusters Score -9332329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -9332339.000000 Penalty: 3640.592773
	Iteration 143Q: 3 clusters Score -9332339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -9332338.000000 Penalty: 3640.592773
	Iteration 144Q: 3 clusters Score -9332338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -9332338.000000 Penalty: 3640.592773
	Iteration 145Q: 3 clusters Score -9332338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -9332340.000000 Penalty: 3640.592773
	Iteration 146Q: 3 clusters Score -9332340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -9332334.000000 Penalty: 3640.592773
	Iteration 147Q: 3 clusters Score -9332334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -9332333.000000 Penalty: 3640.592773
	Iteration 148Q: 3 clusters Score -9332333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9332339.000000 Penalty: 3640.592773
	Iteration 149Q: 3 clusters Score -9332339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -9332342.000000 Penalty: 3640.592773
	Iteration 150Q: 3 clusters Score -9332342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9332350.000000 Penalty: 3640.592773
	Iteration 151Q: 3 clusters Score -9332350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9332347.000000 Penalty: 3640.592773
	Iteration 152Q: 3 clusters Score -9332347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -9332344.000000 Penalty: 3640.592773
	Iteration 153Q: 3 clusters Score -9332344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9332356.000000 Penalty: 3640.592773
	Iteration 154Q: 3 clusters Score -9332356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -9332344.000000 Penalty: 3640.592773
	Iteration 155Q: 3 clusters Score -9332344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -9332341.000000 Penalty: 3640.592773
	Iteration 156Q: 3 clusters Score -9332341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9332341.000000 Penalty: 3640.592773
	Iteration 157Q: 3 clusters Score -9332341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -9332342.000000 Penalty: 3640.592773
	Iteration 158Q: 3 clusters Score -9332342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -9332343.000000 Penalty: 3640.592773
	Iteration 159Q: 3 clusters Score -9332343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -9332340.000000 Penalty: 3640.592773
	Iteration 160F: 3 clusters Score -9332340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77211 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 67978 members 
Entering Unmasked Estep 
Score: -61630116.000000 Penalty: 40476.707031
Splitting cluster 22 changes total score from -61630144.000000 to -61630116.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77211 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630160.000000 Penalty: 38346.355469
Iteration 399Q: 19 clusters Score -6.163016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77898 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77220 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20179 members 
Mstep: Class 22 contains 73265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630160.000000 Penalty: 38346.355469
Iteration 400F: 19 clusters Score -6.163016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 58312 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77883 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26173 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20176 members 
Mstep: Class 22 contains 73263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630104.000000 Penalty: 38346.355469
Iteration 401Q: 19 clusters Score -6.16301e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 58314 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77871 members 
Mstep: Class 5 contains 35210 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 14 contains 42503 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26171 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 73262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630156.000000 Penalty: 38346.355469
Iteration 402Q: 19 clusters Score -6.163016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77860 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26171 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 73259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630128.000000 Penalty: 38346.355469
Iteration 403Q: 19 clusters Score -6.163013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 58313 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77854 members 
Mstep: Class 5 contains 35207 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26169 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 20181 members 
Mstep: Class 22 contains 73252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630152.000000 Penalty: 38346.355469
Iteration 404Q: 19 clusters Score -6.163015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 58309 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77851 members 
Mstep: Class 5 contains 35206 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77235 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26168 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630128.000000 Penalty: 38346.355469
Iteration 405Q: 19 clusters Score -6.163013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 58307 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77848 members 
Mstep: Class 5 contains 35205 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77239 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26167 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 20179 members 
Mstep: Class 22 contains 73256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630148.000000 Penalty: 38346.355469
Iteration 406Q: 19 clusters Score -6.163015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 58303 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77848 members 
Mstep: Class 5 contains 35204 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77241 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26166 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 73258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630116.000000 Penalty: 38346.355469
Iteration 407Q: 19 clusters Score -6.163012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 58301 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77844 members 
Mstep: Class 5 contains 35203 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77242 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42483 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26166 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 20177 members 
Mstep: Class 22 contains 73258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630160.000000 Penalty: 38346.355469
Iteration 408Q: 19 clusters Score -6.163016e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 58299 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77835 members 
Mstep: Class 5 contains 35202 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77239 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42480 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26162 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6930 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 73262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630208.000000 Penalty: 38346.355469
Iteration 409Q: 19 clusters Score -6.163021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 58293 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77829 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77237 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42478 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26158 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 20179 members 
Mstep: Class 22 contains 73262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630148.000000 Penalty: 38346.355469
Iteration 410Q: 19 clusters Score -6.163015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 58291 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77836 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77231 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42471 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26154 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630128.000000 Penalty: 38346.355469
Iteration 411Q: 19 clusters Score -6.163013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 58291 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77829 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77227 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42469 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26154 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6931 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 73263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630136.000000 Penalty: 38346.355469
Iteration 412Q: 19 clusters Score -6.163014e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 58290 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77808 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77231 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42470 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 73269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630164.000000 Penalty: 38346.355469
Iteration 413Q: 19 clusters Score -6.163016e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 58289 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77779 members 
Mstep: Class 5 contains 35195 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42467 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26150 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 20177 members 
Mstep: Class 22 contains 73262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630200.000000 Penalty: 38346.355469
Iteration 414Q: 19 clusters Score -6.16302e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 58283 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77769 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42469 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 26150 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 20177 members 
Mstep: Class 22 contains 73267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630224.000000 Penalty: 38346.355469
Iteration 415Q: 19 clusters Score -6.163022e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 58281 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77756 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77244 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42467 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26151 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 20175 members 
Mstep: Class 22 contains 73274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630216.000000 Penalty: 38346.355469
Iteration 416Q: 19 clusters Score -6.163022e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 58277 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77752 members 
Mstep: Class 5 contains 35195 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 77246 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42461 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26150 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 20172 members 
Mstep: Class 22 contains 73278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630160.000000 Penalty: 38346.355469
Iteration 417Q: 19 clusters Score -6.163016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 58271 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77750 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 77248 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42456 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26151 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6934 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630176.000000 Penalty: 38346.355469
Iteration 418Q: 19 clusters Score -6.163018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 58272 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77736 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 77241 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42454 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630204.000000 Penalty: 38346.355469
Iteration 419Q: 19 clusters Score -6.16302e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77724 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77242 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42454 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26156 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630220.000000 Penalty: 38346.355469
Iteration 420F: 19 clusters Score -6.163022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 58267 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77715 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77248 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42451 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26155 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6939 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 73285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630188.000000 Penalty: 38346.355469
Iteration 421Q: 19 clusters Score -6.163019e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 58271 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77707 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77256 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42449 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6938 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630248.000000 Penalty: 38346.355469
Iteration 422Q: 19 clusters Score -6.163025e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77701 members 
Mstep: Class 5 contains 35195 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77262 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42446 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 20172 members 
Mstep: Class 22 contains 73291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630264.000000 Penalty: 38346.355469
Iteration 423Q: 19 clusters Score -6.163026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77688 members 
Mstep: Class 5 contains 35196 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77269 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42441 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6938 members 
Mstep: Class 21 contains 20172 members 
Mstep: Class 22 contains 73294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630328.000000 Penalty: 38346.355469
Iteration 424Q: 19 clusters Score -6.163033e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 58271 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77678 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77270 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42436 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26154 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 20172 members 
Mstep: Class 22 contains 73294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630312.000000 Penalty: 38346.355469
Iteration 425Q: 19 clusters Score -6.163031e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77669 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77274 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26155 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630336.000000 Penalty: 38346.355469
Iteration 426Q: 19 clusters Score -6.163034e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 58268 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77644 members 
Mstep: Class 5 contains 35193 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77282 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 14 contains 42424 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26156 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630292.000000 Penalty: 38346.355469
Iteration 427Q: 19 clusters Score -6.163029e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 58268 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77610 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77298 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42422 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26155 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 73305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630288.000000 Penalty: 38346.355469
Iteration 428Q: 19 clusters Score -6.163029e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 58266 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77587 members 
Mstep: Class 5 contains 35191 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77323 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42416 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 73308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630304.000000 Penalty: 38346.355469
Iteration 429Q: 19 clusters Score -6.16303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 58260 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77575 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77341 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 14 contains 42411 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26143 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 20165 members 
Mstep: Class 22 contains 73319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630332.000000 Penalty: 38346.355469
Iteration 430Q: 19 clusters Score -6.163033e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 58253 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77567 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77350 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 14 contains 42406 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 73330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630312.000000 Penalty: 38346.355469
Iteration 431Q: 19 clusters Score -6.163031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77557 members 
Mstep: Class 5 contains 35199 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77364 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42402 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 73337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630264.000000 Penalty: 38346.355469
Iteration 432Q: 19 clusters Score -6.163026e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 58250 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77537 members 
Mstep: Class 5 contains 35201 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77383 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26138 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 73341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630344.000000 Penalty: 38346.355469
Iteration 433Q: 19 clusters Score -6.163034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 58247 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77512 members 
Mstep: Class 5 contains 35202 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77404 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42395 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26135 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 73340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630300.000000 Penalty: 38346.355469
Iteration 434Q: 19 clusters Score -6.16303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 58245 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77486 members 
Mstep: Class 5 contains 35202 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77425 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42396 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26129 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 73338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630288.000000 Penalty: 38346.355469
Iteration 435Q: 19 clusters Score -6.163029e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 58244 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77456 members 
Mstep: Class 5 contains 35202 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77450 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 73336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630288.000000 Penalty: 38346.355469
Iteration 436Q: 19 clusters Score -6.163029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 58243 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77447 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77467 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42397 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26123 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 20170 members 
Mstep: Class 22 contains 73343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630356.000000 Penalty: 38346.355469
Iteration 437Q: 19 clusters Score -6.163036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 58243 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77430 members 
Mstep: Class 5 contains 35196 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77488 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42397 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 73342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630356.000000 Penalty: 38346.355469
Iteration 438Q: 19 clusters Score -6.163036e+07 nChanged 77
Entering ConstructFrom: 
Score: -61630356.000000 Penalty: 38346.355469
Entering ConstructFrom: 
Trying to split cluster 1 (63034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Entering Unmasked Estep 
Score: -8099760.500000 Penalty: 1795.857300
	Iteration 0F: 2 clusters Score -8099760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -8057930.000000 Penalty: 3591.714600
	Iteration 0F: 3 clusters Score -8057930 nChanged 29840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -8074884.000000 Penalty: 3591.714600
	Iteration 1F: 3 clusters Score -8074884 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8075316.500000 Penalty: 3591.714600
	Iteration 2Q: 3 clusters Score -8075316 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -8075813.500000 Penalty: 3591.714600
	Iteration 3Q: 3 clusters Score -8075814 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -8076392.500000 Penalty: 3591.714600
	Iteration 4Q: 3 clusters Score -8076392 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -8077390.500000 Penalty: 3591.714600
	Iteration 5Q: 3 clusters Score -8077390 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8078958.000000 Penalty: 3591.714600
	Iteration 6Q: 3 clusters Score -8078958 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8081377.500000 Penalty: 3591.714600
	Iteration 7F: 3 clusters Score -8081378 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -8085154.500000 Penalty: 3591.714600
	Iteration 8F: 3 clusters Score -8085154 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -8089400.000000 Penalty: 3591.714600
	Iteration 9F: 3 clusters Score -8089400 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -8093120.500000 Penalty: 3591.714600
	Iteration 10F: 3 clusters Score -8093120 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -8095688.500000 Penalty: 3591.714600
	Iteration 11Q: 3 clusters Score -8095688 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8097054.500000 Penalty: 3591.714600
	Iteration 12Q: 3 clusters Score -8097054 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8097691.500000 Penalty: 3591.714600
	Iteration 13Q: 3 clusters Score -8097692 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -8097975.000000 Penalty: 3591.714600
	Iteration 14Q: 3 clusters Score -8097975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8098072.500000 Penalty: 3591.714600
	Iteration 15Q: 3 clusters Score -8098072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -8098113.500000 Penalty: 3591.714600
	Iteration 16Q: 3 clusters Score -8098114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8098140.500000 Penalty: 3591.714600
	Iteration 17Q: 3 clusters Score -8098140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8098167.000000 Penalty: 3591.714600
	Iteration 18Q: 3 clusters Score -8098167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -8098192.000000 Penalty: 3591.714600
	Iteration 19Q: 3 clusters Score -8098192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8098203.000000 Penalty: 3591.714600
	Iteration 20F: 3 clusters Score -8098203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8098215.500000 Penalty: 3591.714600
	Iteration 21Q: 3 clusters Score -8098216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8098212.000000 Penalty: 3591.714600
	Iteration 22Q: 3 clusters Score -8098212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8098218.000000 Penalty: 3591.714600
	Iteration 23Q: 3 clusters Score -8098218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8098214.500000 Penalty: 3591.714600
	Iteration 24Q: 3 clusters Score -8098214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8098220.500000 Penalty: 3591.714600
	Iteration 25Q: 3 clusters Score -8098220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8098220.500000 Penalty: 3591.714600
	Iteration 26F: 3 clusters Score -8098220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Entering Unmasked Estep 
Score: -7418810.500000 Penalty: 1783.000366
	Iteration 0F: 2 clusters Score -7418810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -7379949.500000 Penalty: 3566.000732
	Iteration 0F: 3 clusters Score -7379950 nChanged 27508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -7395806.500000 Penalty: 3566.000732
	Iteration 1F: 3 clusters Score -7395806 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -7396522.500000 Penalty: 3566.000732
	Iteration 2Q: 3 clusters Score -7396522 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -7397291.000000 Penalty: 3566.000732
	Iteration 3Q: 3 clusters Score -7397291 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -7398280.500000 Penalty: 3566.000732
	Iteration 4Q: 3 clusters Score -7398280 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -7399711.000000 Penalty: 3566.000732
	Iteration 5Q: 3 clusters Score -7399711 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -7401709.500000 Penalty: 3566.000732
	Iteration 6F: 3 clusters Score -7401710 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -7404328.000000 Penalty: 3566.000732
	Iteration 7F: 3 clusters Score -7404328 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7407040.500000 Penalty: 3566.000732
	Iteration 8F: 3 clusters Score -7407040 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -7409191.500000 Penalty: 3566.000732
	Iteration 9F: 3 clusters Score -7409192 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7410690.500000 Penalty: 3566.000732
	Iteration 10Q: 3 clusters Score -7410690 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -7411590.500000 Penalty: 3566.000732
	Iteration 11Q: 3 clusters Score -7411590 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7412028.500000 Penalty: 3566.000732
	Iteration 12Q: 3 clusters Score -7412028 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7412286.500000 Penalty: 3566.000732
	Iteration 13Q: 3 clusters Score -7412286 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7412532.500000 Penalty: 3566.000732
	Iteration 14Q: 3 clusters Score -7412532 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7412696.000000 Penalty: 3566.000732
	Iteration 15Q: 3 clusters Score -7412696 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7412896.000000 Penalty: 3566.000732
	Iteration 16Q: 3 clusters Score -7412896 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7413052.000000 Penalty: 3566.000732
	Iteration 17Q: 3 clusters Score -7413052 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7413186.500000 Penalty: 3566.000732
	Iteration 18Q: 3 clusters Score -7413186 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7413307.500000 Penalty: 3566.000732
	Iteration 19Q: 3 clusters Score -7413308 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7413369.000000 Penalty: 3566.000732
	Iteration 20F: 3 clusters Score -7413369 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7413438.000000 Penalty: 3566.000732
	Iteration 21Q: 3 clusters Score -7413438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -7413490.000000 Penalty: 3566.000732
	Iteration 22Q: 3 clusters Score -7413490 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7413517.000000 Penalty: 3566.000732
	Iteration 23Q: 3 clusters Score -7413517 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -7413552.000000 Penalty: 3566.000732
	Iteration 24Q: 3 clusters Score -7413552 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -7413588.500000 Penalty: 3566.000732
	Iteration 25Q: 3 clusters Score -7413588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7413593.500000 Penalty: 3566.000732
	Iteration 26Q: 3 clusters Score -7413594 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -7413620.000000 Penalty: 3566.000732
	Iteration 27Q: 3 clusters Score -7413620 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -7413643.000000 Penalty: 3566.000732
	Iteration 28Q: 3 clusters Score -7413643 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7413659.000000 Penalty: 3566.000732
	Iteration 29Q: 3 clusters Score -7413659 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -7413694.500000 Penalty: 3566.000732
	Iteration 30Q: 3 clusters Score -7413694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7413708.500000 Penalty: 3566.000732
	Iteration 31Q: 3 clusters Score -7413708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7413711.000000 Penalty: 3566.000732
	Iteration 32Q: 3 clusters Score -7413711 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -7413726.000000 Penalty: 3566.000732
	Iteration 33Q: 3 clusters Score -7413726 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -7413731.000000 Penalty: 3566.000732
	Iteration 34Q: 3 clusters Score -7413731 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7413775.000000 Penalty: 3566.000732
	Iteration 35Q: 3 clusters Score -7413775 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7413803.000000 Penalty: 3566.000732
	Iteration 36Q: 3 clusters Score -7413803 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7413823.000000 Penalty: 3566.000732
	Iteration 37Q: 3 clusters Score -7413823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7413835.500000 Penalty: 3566.000732
	Iteration 38Q: 3 clusters Score -7413836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -7413850.500000 Penalty: 3566.000732
	Iteration 39Q: 3 clusters Score -7413850 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -7413853.000000 Penalty: 3566.000732
	Iteration 40F: 3 clusters Score -7413853 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7413854.500000 Penalty: 3566.000732
	Iteration 41Q: 3 clusters Score -7413854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7413891.000000 Penalty: 3566.000732
	Iteration 42Q: 3 clusters Score -7413891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7413880.500000 Penalty: 3566.000732
	Iteration 43Q: 3 clusters Score -7413880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -7413896.000000 Penalty: 3566.000732
	Iteration 44Q: 3 clusters Score -7413896 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7413914.500000 Penalty: 3566.000732
	Iteration 45Q: 3 clusters Score -7413914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -7413926.500000 Penalty: 3566.000732
	Iteration 46Q: 3 clusters Score -7413926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -7413962.000000 Penalty: 3566.000732
	Iteration 47Q: 3 clusters Score -7413962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7413960.000000 Penalty: 3566.000732
	Iteration 48Q: 3 clusters Score -7413960 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -7413950.500000 Penalty: 3566.000732
	Iteration 49Q: 3 clusters Score -7413950 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7413959.000000 Penalty: 3566.000732
	Iteration 50Q: 3 clusters Score -7413959 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -7413972.500000 Penalty: 3566.000732
	Iteration 51Q: 3 clusters Score -7413972 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -7413992.000000 Penalty: 3566.000732
	Iteration 52Q: 3 clusters Score -7413992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -7414010.500000 Penalty: 3566.000732
	Iteration 53Q: 3 clusters Score -7414010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -7414033.500000 Penalty: 3566.000732
	Iteration 54Q: 3 clusters Score -7414034 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -7414040.500000 Penalty: 3566.000732
	Iteration 55Q: 3 clusters Score -7414040 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7414053.000000 Penalty: 3566.000732
	Iteration 56Q: 3 clusters Score -7414053 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -7414057.000000 Penalty: 3566.000732
	Iteration 57Q: 3 clusters Score -7414057 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -7414040.500000 Penalty: 3566.000732
	Iteration 58Q: 3 clusters Score -7414040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7414050.500000 Penalty: 3566.000732
	Iteration 59Q: 3 clusters Score -7414050 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -7414053.000000 Penalty: 3566.000732
	Iteration 60F: 3 clusters Score -7414053 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -7414055.000000 Penalty: 3566.000732
	Iteration 61Q: 3 clusters Score -7414055 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -7414066.500000 Penalty: 3566.000732
	Iteration 62Q: 3 clusters Score -7414066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -7414077.500000 Penalty: 3566.000732
	Iteration 63Q: 3 clusters Score -7414078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7414092.500000 Penalty: 3566.000732
	Iteration 64Q: 3 clusters Score -7414092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -7414094.500000 Penalty: 3566.000732
	Iteration 65Q: 3 clusters Score -7414094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -7414092.000000 Penalty: 3566.000732
	Iteration 66Q: 3 clusters Score -7414092 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -7414085.500000 Penalty: 3566.000732
	Iteration 67Q: 3 clusters Score -7414086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -7414080.000000 Penalty: 3566.000732
	Iteration 68Q: 3 clusters Score -7414080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -7414105.500000 Penalty: 3566.000732
	Iteration 69Q: 3 clusters Score -7414106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -7414103.000000 Penalty: 3566.000732
	Iteration 70Q: 3 clusters Score -7414103 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -7414106.500000 Penalty: 3566.000732
	Iteration 71Q: 3 clusters Score -7414106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -7414100.000000 Penalty: 3566.000732
	Iteration 72Q: 3 clusters Score -7414100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -7414134.500000 Penalty: 3566.000732
	Iteration 73Q: 3 clusters Score -7414134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -7414135.000000 Penalty: 3566.000732
	Iteration 74Q: 3 clusters Score -7414135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7414135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7414148.500000 Penalty: 3566.000732
	Iteration 76Q: 3 clusters Score -7414148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -7414154.500000 Penalty: 3566.000732
	Iteration 77Q: 3 clusters Score -7414154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -7414145.000000 Penalty: 3566.000732
	Iteration 78Q: 3 clusters Score -7414145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7414142.500000 Penalty: 3566.000732
	Iteration 79Q: 3 clusters Score -7414142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -7414128.500000 Penalty: 3566.000732
	Iteration 80F: 3 clusters Score -7414128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -7414121.500000 Penalty: 3566.000732
	Iteration 81Q: 3 clusters Score -7414122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -7414121.500000 Penalty: 3566.000732
	Iteration 82Q: 3 clusters Score -7414122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7414137.000000 Penalty: 3566.000732
	Iteration 83Q: 3 clusters Score -7414137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7414141.500000 Penalty: 3566.000732
	Iteration 84Q: 3 clusters Score -7414142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -7414135.500000 Penalty: 3566.000732
	Iteration 85Q: 3 clusters Score -7414136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -7414141.000000 Penalty: 3566.000732
	Iteration 86Q: 3 clusters Score -7414141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7414139.000000 Penalty: 3566.000732
	Iteration 87Q: 3 clusters Score -7414139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -7414135.000000 Penalty: 3566.000732
	Iteration 88Q: 3 clusters Score -7414135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -7414139.000000 Penalty: 3566.000732
	Iteration 89Q: 3 clusters Score -7414139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7414135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -7414133.000000 Penalty: 3566.000732
	Iteration 91Q: 3 clusters Score -7414133 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7414134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -7414139.000000 Penalty: 3566.000732
	Iteration 93Q: 3 clusters Score -7414139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -7414142.000000 Penalty: 3566.000732
	Iteration 94Q: 3 clusters Score -7414142 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31720 members 
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Entering Unmasked Estep 
Score: -7414134.000000 Penalty: 3566.000732
	Iteration 95Q: 3 clusters Score -7414134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -7414137.000000 Penalty: 3566.000732
	Iteration 96Q: 3 clusters Score -7414137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -7414134.500000 Penalty: 3566.000732
	Iteration 97Q: 3 clusters Score -7414134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7414128.500000 Penalty: 3566.000732
	Iteration 98Q: 3 clusters Score -7414128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7414132.000000 Penalty: 3566.000732
	Iteration 99Q: 3 clusters Score -7414132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -7414139.500000 Penalty: 3566.000732
	Iteration 100F: 3 clusters Score -7414140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -7414130.500000 Penalty: 3566.000732
	Iteration 101Q: 3 clusters Score -7414130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -7414135.500000 Penalty: 3566.000732
	Iteration 102Q: 3 clusters Score -7414136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -7414143.500000 Penalty: 3566.000732
	Iteration 103Q: 3 clusters Score -7414144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -7414152.500000 Penalty: 3566.000732
	Iteration 104Q: 3 clusters Score -7414152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -7414147.000000 Penalty: 3566.000732
	Iteration 105Q: 3 clusters Score -7414147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -7414141.500000 Penalty: 3566.000732
	Iteration 106Q: 3 clusters Score -7414142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7414149.000000 Penalty: 3566.000732
	Iteration 107Q: 3 clusters Score -7414149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -7414154.500000 Penalty: 3566.000732
	Iteration 108Q: 3 clusters Score -7414154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7414151.000000 Penalty: 3566.000732
	Iteration 109Q: 3 clusters Score -7414151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -7414166.000000 Penalty: 3566.000732
	Iteration 110Q: 3 clusters Score -7414166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -7414179.500000 Penalty: 3566.000732
	Iteration 111Q: 3 clusters Score -7414180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -7414178.000000 Penalty: 3566.000732
	Iteration 112Q: 3 clusters Score -7414178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -7414171.500000 Penalty: 3566.000732
	Iteration 113Q: 3 clusters Score -7414172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7414171.000000 Penalty: 3566.000732
	Iteration 114Q: 3 clusters Score -7414171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7414178.500000 Penalty: 3566.000732
	Iteration 115Q: 3 clusters Score -7414178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -7414183.500000 Penalty: 3566.000732
	Iteration 116Q: 3 clusters Score -7414184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -7414175.500000 Penalty: 3566.000732
	Iteration 117Q: 3 clusters Score -7414176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7414177.500000 Penalty: 3566.000732
	Iteration 118Q: 3 clusters Score -7414178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7414186.500000 Penalty: 3566.000732
	Iteration 119Q: 3 clusters Score -7414186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -7414186.000000 Penalty: 3566.000732
	Iteration 120F: 3 clusters Score -7414186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -7414189.500000 Penalty: 3566.000732
	Iteration 121Q: 3 clusters Score -7414190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7414184.500000 Penalty: 3566.000732
	Iteration 122Q: 3 clusters Score -7414184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -7414191.500000 Penalty: 3566.000732
	Iteration 123Q: 3 clusters Score -7414192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7414189.000000 Penalty: 3566.000732
	Iteration 124Q: 3 clusters Score -7414189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -7414195.000000 Penalty: 3566.000732
	Iteration 125Q: 3 clusters Score -7414195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -7414199.500000 Penalty: 3566.000732
	Iteration 126Q: 3 clusters Score -7414200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -7414202.500000 Penalty: 3566.000732
	Iteration 127Q: 3 clusters Score -7414202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -7414201.000000 Penalty: 3566.000732
	Iteration 128Q: 3 clusters Score -7414201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -7414205.500000 Penalty: 3566.000732
	Iteration 129Q: 3 clusters Score -7414206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -7414206.000000 Penalty: 3566.000732
	Iteration 130Q: 3 clusters Score -7414206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -7414212.000000 Penalty: 3566.000732
	Iteration 131Q: 3 clusters Score -7414212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -7414212.500000 Penalty: 3566.000732
	Iteration 132Q: 3 clusters Score -7414212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -7414216.500000 Penalty: 3566.000732
	Iteration 133Q: 3 clusters Score -7414216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -7414216.500000 Penalty: 3566.000732
	Iteration 134Q: 3 clusters Score -7414216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -7414216.000000 Penalty: 3566.000732
	Iteration 135Q: 3 clusters Score -7414216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -7414223.000000 Penalty: 3566.000732
	Iteration 136Q: 3 clusters Score -7414223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -7414219.000000 Penalty: 3566.000732
	Iteration 137Q: 3 clusters Score -7414219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -7414227.000000 Penalty: 3566.000732
	Iteration 138Q: 3 clusters Score -7414227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -7414220.500000 Penalty: 3566.000732
	Iteration 139Q: 3 clusters Score -7414220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -7414224.500000 Penalty: 3566.000732
	Iteration 140F: 3 clusters Score -7414224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -7414227.500000 Penalty: 3566.000732
	Iteration 141Q: 3 clusters Score -7414228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7414219.500000 Penalty: 3566.000732
	Iteration 142Q: 3 clusters Score -7414220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7414227.000000 Penalty: 3566.000732
	Iteration 143Q: 3 clusters Score -7414227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -7414235.000000 Penalty: 3566.000732
	Iteration 144Q: 3 clusters Score -7414235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -7414236.500000 Penalty: 3566.000732
	Iteration 145Q: 3 clusters Score -7414236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -7414242.500000 Penalty: 3566.000732
	Iteration 146Q: 3 clusters Score -7414242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -7414247.000000 Penalty: 3566.000732
	Iteration 147Q: 3 clusters Score -7414247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -7414245.000000 Penalty: 3566.000732
	Iteration 148Q: 3 clusters Score -7414245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -7414247.500000 Penalty: 3566.000732
	Iteration 149Q: 3 clusters Score -7414248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -7414249.500000 Penalty: 3566.000732
	Iteration 150Q: 3 clusters Score -7414250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -7414248.500000 Penalty: 3566.000732
	Iteration 151Q: 3 clusters Score -7414248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -7414250.000000 Penalty: 3566.000732
	Iteration 152Q: 3 clusters Score -7414250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7414240.000000 Penalty: 3566.000732
	Iteration 153Q: 3 clusters Score -7414240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7414244.500000 Penalty: 3566.000732
	Iteration 154Q: 3 clusters Score -7414244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7414244.500000 Penalty: 3566.000732
	Iteration 155F: 3 clusters Score -7414244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31965.505859 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31965.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32296.179688 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32296.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32524.707031 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32524.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32650.552734 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32650.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32682.470703 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32682.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32723.710938 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32723.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32785.562500 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32785.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32826.988281 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32826.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32899.191406 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32899.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33016.914062 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -33016.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33090.304688 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -33090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33120.054688 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -33120.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33131.601562 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -33131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33132.511719 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -33132.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33136.148438 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -33136.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33141.671875 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -33141.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33151.906250 Penalty: 1892.489868
	Iteration 16F: 3 clusters Score -33151.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33186.398438 Penalty: 1892.489868
	Iteration 17Q: 3 clusters Score -33186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33193.542969 Penalty: 1892.489868
	Iteration 18Q: 3 clusters Score -33193.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33227.000000 Penalty: 1892.489868
	Iteration 19Q: 3 clusters Score -33227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33292.949219 Penalty: 1892.489868
	Iteration 20F: 3 clusters Score -33292.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33299.277344 Penalty: 1892.489868
	Iteration 21Q: 3 clusters Score -33299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33299.277344 Penalty: 1892.489868
	Iteration 22F: 3 clusters Score -33299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 58239 members 
Mstep: Class 3 contains 139 members 
Mstep: Class 4 contains 77421 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77501 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 73340 members 
Entering Unmasked Estep 
Score: -61629744.000000 Penalty: 40476.707031
Splitting cluster 3 changes total score from -61630356.000000 to -61629744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (77421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Entering Unmasked Estep 
Score: -9935294.000000 Penalty: 1829.264648
	Iteration 0F: 2 clusters Score -9935294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -9885423.000000 Penalty: 3658.529297
	Iteration 0F: 3 clusters Score -9885423 nChanged 36739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -9906183.000000 Penalty: 3658.529297
	Iteration 1F: 3 clusters Score -9906183 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -9906687.000000 Penalty: 3658.529297
	Iteration 2Q: 3 clusters Score -9906687 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9907231.000000 Penalty: 3658.529297
	Iteration 3Q: 3 clusters Score -9907231 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9907946.000000 Penalty: 3658.529297
	Iteration 4Q: 3 clusters Score -9907946 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -9908962.000000 Penalty: 3658.529297
	Iteration 5Q: 3 clusters Score -9908962 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -9910794.000000 Penalty: 3658.529297
	Iteration 6Q: 3 clusters Score -9910794 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -9913725.000000 Penalty: 3658.529297
	Iteration 7F: 3 clusters Score -9913725 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -9917982.000000 Penalty: 3658.529297
	Iteration 8F: 3 clusters Score -9917982 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -9923296.000000 Penalty: 3658.529297
	Iteration 9F: 3 clusters Score -9923296 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -9928003.000000 Penalty: 3658.529297
	Iteration 10F: 3 clusters Score -9928003 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9931020.000000 Penalty: 3658.529297
	Iteration 11Q: 3 clusters Score -9931020 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9932485.000000 Penalty: 3658.529297
	Iteration 12Q: 3 clusters Score -9932485 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9933081.000000 Penalty: 3658.529297
	Iteration 13Q: 3 clusters Score -9933081 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9933341.000000 Penalty: 3658.529297
	Iteration 14Q: 3 clusters Score -9933341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9933451.000000 Penalty: 3658.529297
	Iteration 15Q: 3 clusters Score -9933451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9933518.000000 Penalty: 3658.529297
	Iteration 16Q: 3 clusters Score -9933518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9933541.000000 Penalty: 3658.529297
	Iteration 17Q: 3 clusters Score -9933541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9933575.000000 Penalty: 3658.529297
	Iteration 18Q: 3 clusters Score -9933575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9933586.000000 Penalty: 3658.529297
	Iteration 19Q: 3 clusters Score -9933586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9933605.000000 Penalty: 3658.529297
	Iteration 20F: 3 clusters Score -9933605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9933605.000000 Penalty: 3658.529297
	Iteration 21Q: 3 clusters Score -9933605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9933612.000000 Penalty: 3658.529297
	Iteration 22Q: 3 clusters Score -9933612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9933620.000000 Penalty: 3658.529297
	Iteration 23Q: 3 clusters Score -9933620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9933621.000000 Penalty: 3658.529297
	Iteration 24Q: 3 clusters Score -9933621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9933626.000000 Penalty: 3658.529297
	Iteration 25Q: 3 clusters Score -9933626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9933633.000000 Penalty: 3658.529297
	Iteration 26Q: 3 clusters Score -9933633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9933634.000000 Penalty: 3658.529297
	Iteration 27Q: 3 clusters Score -9933634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9933640.000000 Penalty: 3658.529297
	Iteration 28Q: 3 clusters Score -9933640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9933640.000000 Penalty: 3658.529297
	Iteration 29F: 3 clusters Score -9933640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Entering Unmasked Estep 
Score: -4297396.000000 Penalty: 1701.143311
	Iteration 0F: 2 clusters Score -4297396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4273777.500000 Penalty: 3402.286621
	Iteration 0F: 3 clusters Score -4273778 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4282628.000000 Penalty: 3402.286621
	Iteration 1F: 3 clusters Score -4282628 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4283074.000000 Penalty: 3402.286621
	Iteration 2Q: 3 clusters Score -4283074 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4283549.000000 Penalty: 3402.286621
	Iteration 3Q: 3 clusters Score -4283549 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4284159.000000 Penalty: 3402.286621
	Iteration 4Q: 3 clusters Score -4284159 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4285059.000000 Penalty: 3402.286621
	Iteration 5F: 3 clusters Score -4285059 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4286439.500000 Penalty: 3402.286621
	Iteration 6F: 3 clusters Score -4286440 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4288372.500000 Penalty: 3402.286621
	Iteration 7F: 3 clusters Score -4288372 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4290606.500000 Penalty: 3402.286621
	Iteration 8F: 3 clusters Score -4290606 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4292747.000000 Penalty: 3402.286621
	Iteration 9F: 3 clusters Score -4292747 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4294156.500000 Penalty: 3402.286621
	Iteration 10Q: 3 clusters Score -4294156 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4294921.500000 Penalty: 3402.286621
	Iteration 11Q: 3 clusters Score -4294922 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4295316.000000 Penalty: 3402.286621
	Iteration 12Q: 3 clusters Score -4295316 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4295524.500000 Penalty: 3402.286621
	Iteration 13Q: 3 clusters Score -4295524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4295633.500000 Penalty: 3402.286621
	Iteration 14Q: 3 clusters Score -4295634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4295707.000000 Penalty: 3402.286621
	Iteration 15Q: 3 clusters Score -4295707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4295775.000000 Penalty: 3402.286621
	Iteration 16Q: 3 clusters Score -4295775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4295840.000000 Penalty: 3402.286621
	Iteration 17Q: 3 clusters Score -4295840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4295876.500000 Penalty: 3402.286621
	Iteration 18Q: 3 clusters Score -4295876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4295912.500000 Penalty: 3402.286621
	Iteration 19Q: 3 clusters Score -4295912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4295937.500000 Penalty: 3402.286621
	Iteration 20F: 3 clusters Score -4295938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4295968.500000 Penalty: 3402.286621
	Iteration 21Q: 3 clusters Score -4295968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4296000.000000 Penalty: 3402.286621
	Iteration 22Q: 3 clusters Score -4296000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4296012.000000 Penalty: 3402.286621
	Iteration 23Q: 3 clusters Score -4296012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4296017.500000 Penalty: 3402.286621
	Iteration 24Q: 3 clusters Score -4296018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4296019.500000 Penalty: 3402.286621
	Iteration 25Q: 3 clusters Score -4296020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4296021.000000 Penalty: 3402.286621
	Iteration 26Q: 3 clusters Score -4296021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4296023.000000 Penalty: 3402.286621
	Iteration 27Q: 3 clusters Score -4296023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4296028.500000 Penalty: 3402.286621
	Iteration 28Q: 3 clusters Score -4296028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4296030.500000 Penalty: 3402.286621
	Iteration 29Q: 3 clusters Score -4296030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4296037.000000 Penalty: 3402.286621
	Iteration 30Q: 3 clusters Score -4296037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4296038.500000 Penalty: 3402.286621
	Iteration 31Q: 3 clusters Score -4296038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4296041.500000 Penalty: 3402.286621
	Iteration 32Q: 3 clusters Score -4296042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4296050.500000 Penalty: 3402.286621
	Iteration 33Q: 3 clusters Score -4296050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4296046.500000 Penalty: 3402.286621
	Iteration 34Q: 3 clusters Score -4296046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4296050.000000 Penalty: 3402.286621
	Iteration 35Q: 3 clusters Score -4296050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4296053.000000 Penalty: 3402.286621
	Iteration 36Q: 3 clusters Score -4296053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4296053.500000 Penalty: 3402.286621
	Iteration 37Q: 3 clusters Score -4296054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4296053.500000 Penalty: 3402.286621
	Iteration 38F: 3 clusters Score -4296054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -81304.031250 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -81304.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80100.187500 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -80100.19 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80370.890625 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -80370.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80450.007812 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -80450.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80517.914062 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -80517.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80556.906250 Penalty: 2145.841064
	Iteration 4Q: 3 clusters Score -80556.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80578.515625 Penalty: 2145.841064
	Iteration 5Q: 3 clusters Score -80578.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80643.343750 Penalty: 2145.841064
	Iteration 6Q: 3 clusters Score -80643.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80717.382812 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -80717.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80810.562500 Penalty: 2145.841064
	Iteration 8F: 3 clusters Score -80810.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80849.710938 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -80849.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80886.609375 Penalty: 2145.841064
	Iteration 10Q: 3 clusters Score -80886.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80910.171875 Penalty: 2145.841064
	Iteration 11Q: 3 clusters Score -80910.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -80939.679688 Penalty: 2145.841064
	Iteration 12Q: 3 clusters Score -80939.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80962.625000 Penalty: 2145.841064
	Iteration 13Q: 3 clusters Score -80962.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -80975.843750 Penalty: 2145.841064
	Iteration 14Q: 3 clusters Score -80975.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80988.382812 Penalty: 2145.841064
	Iteration 15Q: 3 clusters Score -80988.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81005.656250 Penalty: 2145.841064
	Iteration 16Q: 3 clusters Score -81005.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81011.664062 Penalty: 2145.841064
	Iteration 17Q: 3 clusters Score -81011.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -81017.414062 Penalty: 2145.841064
	Iteration 18Q: 3 clusters Score -81017.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81022.070312 Penalty: 2145.841064
	Iteration 19Q: 3 clusters Score -81022.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81061.312500 Penalty: 2145.841064
	Iteration 20F: 3 clusters Score -81061.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -81160.656250 Penalty: 2145.841064
	Iteration 21Q: 3 clusters Score -81160.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -81231.781250 Penalty: 2145.841064
	Iteration 22Q: 3 clusters Score -81231.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -81268.195312 Penalty: 2145.841064
	Iteration 23Q: 3 clusters Score -81268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81275.578125 Penalty: 2145.841064
	Iteration 24Q: 3 clusters Score -81275.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81278.734375 Penalty: 2145.841064
	Iteration 25Q: 3 clusters Score -81278.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81281.875000 Penalty: 2145.841064
	Iteration 26Q: 3 clusters Score -81281.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81282.742188 Penalty: 2145.841064
	Iteration 27Q: 3 clusters Score -81282.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81292.976562 Penalty: 2145.841064
	Iteration 28F: 3 clusters Score -81292.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81301.257812 Penalty: 2145.841064
	Iteration 29Q: 3 clusters Score -81301.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81301.257812 Penalty: 2145.841064
	Iteration 30F: 3 clusters Score -81301.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -128296.484375 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -128296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126846.726562 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -126846.7 nChanged 307
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: -127056.750000 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -127056.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127109.695312 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -127109.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127136.859375 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -127136.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127151.937500 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -127151.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127157.218750 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -127157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127158.882812 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -127158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127161.101562 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -127161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127163.164062 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -127163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127168.734375 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -127168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127174.140625 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -127174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127177.742188 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -127177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127179.578125 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -127179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127182.437500 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -127182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127183.039062 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -127183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127183.039062 Penalty: 2248.254395
	Iteration 15F: 3 clusters Score -127183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Entering Unmasked Estep 
Score: -9905870.000000 Penalty: 1829.432495
	Iteration 0F: 2 clusters Score -9905870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -9855771.000000 Penalty: 3658.864990
	Iteration 0F: 3 clusters Score -9855771 nChanged 36797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -9876868.000000 Penalty: 3658.864990
	Iteration 1F: 3 clusters Score -9876868 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -9877471.000000 Penalty: 3658.864990
	Iteration 2Q: 3 clusters Score -9877471 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -9878309.000000 Penalty: 3658.864990
	Iteration 3Q: 3 clusters Score -9878309 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -9879171.000000 Penalty: 3658.864990
	Iteration 4Q: 3 clusters Score -9879171 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9880419.000000 Penalty: 3658.864990
	Iteration 5Q: 3 clusters Score -9880419 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -9881916.000000 Penalty: 3658.864990
	Iteration 6Q: 3 clusters Score -9881916 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -9883988.000000 Penalty: 3658.864990
	Iteration 7Q: 3 clusters Score -9883988 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -9886777.000000 Penalty: 3658.864990
	Iteration 8F: 3 clusters Score -9886777 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -9890054.000000 Penalty: 3658.864990
	Iteration 9F: 3 clusters Score -9890054 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -9893104.000000 Penalty: 3658.864990
	Iteration 10F: 3 clusters Score -9893104 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -9895889.000000 Penalty: 3658.864990
	Iteration 11F: 3 clusters Score -9895889 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -9898345.000000 Penalty: 3658.864990
	Iteration 12Q: 3 clusters Score -9898345 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -9900227.000000 Penalty: 3658.864990
	Iteration 13Q: 3 clusters Score -9900227 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9901788.000000 Penalty: 3658.864990
	Iteration 14Q: 3 clusters Score -9901788 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9902816.000000 Penalty: 3658.864990
	Iteration 15Q: 3 clusters Score -9902816 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9903398.000000 Penalty: 3658.864990
	Iteration 16Q: 3 clusters Score -9903398 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9903752.000000 Penalty: 3658.864990
	Iteration 17Q: 3 clusters Score -9903752 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9903926.000000 Penalty: 3658.864990
	Iteration 18Q: 3 clusters Score -9903926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9904048.000000 Penalty: 3658.864990
	Iteration 19Q: 3 clusters Score -9904048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9904124.000000 Penalty: 3658.864990
	Iteration 20F: 3 clusters Score -9904124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9904175.000000 Penalty: 3658.864990
	Iteration 21Q: 3 clusters Score -9904175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9904202.000000 Penalty: 3658.864990
	Iteration 22Q: 3 clusters Score -9904202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9904239.000000 Penalty: 3658.864990
	Iteration 23Q: 3 clusters Score -9904239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9904269.000000 Penalty: 3658.864990
	Iteration 24Q: 3 clusters Score -9904269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9904271.000000 Penalty: 3658.864990
	Iteration 25Q: 3 clusters Score -9904271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9904290.000000 Penalty: 3658.864990
	Iteration 26Q: 3 clusters Score -9904290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9904299.000000 Penalty: 3658.864990
	Iteration 27Q: 3 clusters Score -9904299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9904303.000000 Penalty: 3658.864990
	Iteration 28Q: 3 clusters Score -9904303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9904295.000000 Penalty: 3658.864990
	Iteration 29Q: 3 clusters Score -9904295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9904300.000000 Penalty: 3658.864990
	Iteration 30Q: 3 clusters Score -9904300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9904300.000000 Penalty: 3658.864990
	Iteration 31F: 3 clusters Score -9904300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -52342.929688 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -52342.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51350.339844 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -51350.34 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51613.937500 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -51613.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51744.195312 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -51744.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51903.375000 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -51903.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52021.234375 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -52021.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52064.027344 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -52064.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52087.187500 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -52087.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52101.062500 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -52101.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52120.460938 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -52120.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52132.238281 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -52132.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52154.007812 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -52154.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52173.628906 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -52173.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52178.527344 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -52178.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52179.691406 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -52179.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52182.054688 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -52182.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52186.343750 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -52186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52187.273438 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -52187.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52190.015625 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -52190.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52190.015625 Penalty: 2024.265991
	Iteration 18F: 3 clusters Score -52190.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -116400.656250 Penalty: 1111.240845
	Iteration 0F: 2 clusters Score -116400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114997.023438 Penalty: 2222.481689
	Iteration 0F: 3 clusters Score -114997 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115202.625000 Penalty: 2222.481689
	Iteration 1F: 3 clusters Score -115202.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -115301.835938 Penalty: 2222.481689
	Iteration 2F: 3 clusters Score -115301.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115356.609375 Penalty: 2222.481689
	Iteration 3F: 3 clusters Score -115356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -115395.125000 Penalty: 2222.481689
	Iteration 4Q: 3 clusters Score -115395.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115425.218750 Penalty: 2222.481689
	Iteration 5Q: 3 clusters Score -115425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -115445.085938 Penalty: 2222.481689
	Iteration 6Q: 3 clusters Score -115445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -115454.445312 Penalty: 2222.481689
	Iteration 7Q: 3 clusters Score -115454.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -115465.500000 Penalty: 2222.481689
	Iteration 8Q: 3 clusters Score -115465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115469.820312 Penalty: 2222.481689
	Iteration 9Q: 3 clusters Score -115469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115472.218750 Penalty: 2222.481689
	Iteration 10Q: 3 clusters Score -115472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115473.859375 Penalty: 2222.481689
	Iteration 11Q: 3 clusters Score -115473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115480.640625 Penalty: 2222.481689
	Iteration 12Q: 3 clusters Score -115480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115481.351562 Penalty: 2222.481689
	Iteration 13Q: 3 clusters Score -115481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115481.351562 Penalty: 2222.481689
	Iteration 14F: 3 clusters Score -115481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -640895.312500 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -640895.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -636850.375000 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -636850.4 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -638027.562500 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -638027.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -638321.250000 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -638321.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -638596.937500 Penalty: 2773.438477
	Iteration 3F: 3 clusters Score -638596.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -638859.750000 Penalty: 2773.438477
	Iteration 4F: 3 clusters Score -638859.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -639121.437500 Penalty: 2773.438477
	Iteration 5F: 3 clusters Score -639121.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -639334.562500 Penalty: 2773.438477
	Iteration 6F: 3 clusters Score -639334.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -639487.750000 Penalty: 2773.438477
	Iteration 7Q: 3 clusters Score -639487.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -639614.125000 Penalty: 2773.438477
	Iteration 8Q: 3 clusters Score -639614.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -639689.437500 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -639689.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -639740.875000 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -639740.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -639781.500000 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -639781.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -639802.937500 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -639802.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -639825.250000 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -639825.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -639846.250000 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -639846.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -639853.875000 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -639853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -639858.812500 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -639858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -639862.437500 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -639862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -639865.937500 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -639865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -639869.375000 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -639869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -639871.125000 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -639871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -639875.187500 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -639875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -639874.500000 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -639874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -639875.750000 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -639875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -639874.687500 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -639874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -639874.687500 Penalty: 2773.438477
	Iteration 25F: 3 clusters Score -639874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Entering Unmasked Estep 
Score: -5407138.500000 Penalty: 1731.414185
	Iteration 0F: 2 clusters Score -5407138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5378863.000000 Penalty: 3462.828369
	Iteration 0F: 3 clusters Score -5378863 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5390075.500000 Penalty: 3462.828369
	Iteration 1F: 3 clusters Score -5390076 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5390774.000000 Penalty: 3462.828369
	Iteration 2Q: 3 clusters Score -5390774 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5391765.000000 Penalty: 3462.828369
	Iteration 3F: 3 clusters Score -5391765 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5393329.000000 Penalty: 3462.828369
	Iteration 4F: 3 clusters Score -5393329 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -5395529.000000 Penalty: 3462.828369
	Iteration 5F: 3 clusters Score -5395529 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -5398342.000000 Penalty: 3462.828369
	Iteration 6F: 3 clusters Score -5398342 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5401044.000000 Penalty: 3462.828369
	Iteration 7F: 3 clusters Score -5401044 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5403152.000000 Penalty: 3462.828369
	Iteration 8Q: 3 clusters Score -5403152 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5404335.000000 Penalty: 3462.828369
	Iteration 9Q: 3 clusters Score -5404335 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5404835.000000 Penalty: 3462.828369
	Iteration 10Q: 3 clusters Score -5404835 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5405031.500000 Penalty: 3462.828369
	Iteration 11Q: 3 clusters Score -5405032 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5405150.000000 Penalty: 3462.828369
	Iteration 12Q: 3 clusters Score -5405150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5405233.000000 Penalty: 3462.828369
	Iteration 13Q: 3 clusters Score -5405233 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5405299.000000 Penalty: 3462.828369
	Iteration 14Q: 3 clusters Score -5405299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5405315.500000 Penalty: 3462.828369
	Iteration 15Q: 3 clusters Score -5405316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5405357.000000 Penalty: 3462.828369
	Iteration 16Q: 3 clusters Score -5405357 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5405402.500000 Penalty: 3462.828369
	Iteration 17Q: 3 clusters Score -5405402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5405411.000000 Penalty: 3462.828369
	Iteration 18Q: 3 clusters Score -5405411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5405442.000000 Penalty: 3462.828369
	Iteration 19Q: 3 clusters Score -5405442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5405490.500000 Penalty: 3462.828369
	Iteration 20F: 3 clusters Score -5405490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5405483.500000 Penalty: 3462.828369
	Iteration 21Q: 3 clusters Score -5405484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5405504.000000 Penalty: 3462.828369
	Iteration 22Q: 3 clusters Score -5405504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5405522.000000 Penalty: 3462.828369
	Iteration 23Q: 3 clusters Score -5405522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5405520.000000 Penalty: 3462.828369
	Iteration 24Q: 3 clusters Score -5405520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5405527.500000 Penalty: 3462.828369
	Iteration 25Q: 3 clusters Score -5405528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5405528.000000 Penalty: 3462.828369
	Iteration 26Q: 3 clusters Score -5405528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5405533.000000 Penalty: 3462.828369
	Iteration 27Q: 3 clusters Score -5405533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5405535.000000 Penalty: 3462.828369
	Iteration 28Q: 3 clusters Score -5405535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5405538.500000 Penalty: 3462.828369
	Iteration 29Q: 3 clusters Score -5405538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5405537.000000 Penalty: 3462.828369
	Iteration 30Q: 3 clusters Score -5405537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5405537.000000 Penalty: 3462.828369
	Iteration 31Q: 3 clusters Score -5405537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5405544.500000 Penalty: 3462.828369
	Iteration 32Q: 3 clusters Score -5405544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5405539.500000 Penalty: 3462.828369
	Iteration 33Q: 3 clusters Score -5405540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5405542.500000 Penalty: 3462.828369
	Iteration 34Q: 3 clusters Score -5405542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5405556.500000 Penalty: 3462.828369
	Iteration 35Q: 3 clusters Score -5405556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5405554.500000 Penalty: 3462.828369
	Iteration 36Q: 3 clusters Score -5405554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5405547.000000 Penalty: 3462.828369
	Iteration 37Q: 3 clusters Score -5405547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5405554.500000 Penalty: 3462.828369
	Iteration 38Q: 3 clusters Score -5405554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5405549.000000 Penalty: 3462.828369
	Iteration 39Q: 3 clusters Score -5405549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5405555.500000 Penalty: 3462.828369
	Iteration 40F: 3 clusters Score -5405556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5405564.500000 Penalty: 3462.828369
	Iteration 41Q: 3 clusters Score -5405564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5405562.500000 Penalty: 3462.828369
	Iteration 42Q: 3 clusters Score -5405562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5405566.000000 Penalty: 3462.828369
	Iteration 43Q: 3 clusters Score -5405566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5405565.500000 Penalty: 3462.828369
	Iteration 44Q: 3 clusters Score -5405566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5405573.000000 Penalty: 3462.828369
	Iteration 45Q: 3 clusters Score -5405573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5405572.000000 Penalty: 3462.828369
	Iteration 46Q: 3 clusters Score -5405572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5405576.500000 Penalty: 3462.828369
	Iteration 47Q: 3 clusters Score -5405576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5405580.500000 Penalty: 3462.828369
	Iteration 48Q: 3 clusters Score -5405580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5405590.000000 Penalty: 3462.828369
	Iteration 49Q: 3 clusters Score -5405590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5405590.500000 Penalty: 3462.828369
	Iteration 50Q: 3 clusters Score -5405590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5405600.500000 Penalty: 3462.828369
	Iteration 51Q: 3 clusters Score -5405600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5405611.000000 Penalty: 3462.828369
	Iteration 52Q: 3 clusters Score -5405611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5405624.000000 Penalty: 3462.828369
	Iteration 53Q: 3 clusters Score -5405624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5405621.500000 Penalty: 3462.828369
	Iteration 54Q: 3 clusters Score -5405622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5405637.000000 Penalty: 3462.828369
	Iteration 55Q: 3 clusters Score -5405637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5405646.000000 Penalty: 3462.828369
	Iteration 56Q: 3 clusters Score -5405646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5405656.500000 Penalty: 3462.828369
	Iteration 57Q: 3 clusters Score -5405656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5405662.500000 Penalty: 3462.828369
	Iteration 58Q: 3 clusters Score -5405662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5405675.000000 Penalty: 3462.828369
	Iteration 59Q: 3 clusters Score -5405675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5405687.500000 Penalty: 3462.828369
	Iteration 60F: 3 clusters Score -5405688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5405685.500000 Penalty: 3462.828369
	Iteration 61Q: 3 clusters Score -5405686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5405697.500000 Penalty: 3462.828369
	Iteration 62Q: 3 clusters Score -5405698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5405702.000000 Penalty: 3462.828369
	Iteration 63Q: 3 clusters Score -5405702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5405702.500000 Penalty: 3462.828369
	Iteration 64Q: 3 clusters Score -5405702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5405702.000000 Penalty: 3462.828369
	Iteration 65Q: 3 clusters Score -5405702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5405705.000000 Penalty: 3462.828369
	Iteration 66Q: 3 clusters Score -5405705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5405709.500000 Penalty: 3462.828369
	Iteration 67Q: 3 clusters Score -5405710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5405703.000000 Penalty: 3462.828369
	Iteration 68Q: 3 clusters Score -5405703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5405705.500000 Penalty: 3462.828369
	Iteration 69Q: 3 clusters Score -5405706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5405706.500000 Penalty: 3462.828369
	Iteration 70Q: 3 clusters Score -5405706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5405710.500000 Penalty: 3462.828369
	Iteration 71Q: 3 clusters Score -5405710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5405708.000000 Penalty: 3462.828369
	Iteration 72Q: 3 clusters Score -5405708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5405704.500000 Penalty: 3462.828369
	Iteration 73Q: 3 clusters Score -5405704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5405711.000000 Penalty: 3462.828369
	Iteration 74Q: 3 clusters Score -5405711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5405704.500000 Penalty: 3462.828369
	Iteration 75Q: 3 clusters Score -5405704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5405715.500000 Penalty: 3462.828369
	Iteration 76Q: 3 clusters Score -5405716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5405709.000000 Penalty: 3462.828369
	Iteration 77Q: 3 clusters Score -5405709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5405717.000000 Penalty: 3462.828369
	Iteration 78Q: 3 clusters Score -5405717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5405710.000000 Penalty: 3462.828369
	Iteration 79Q: 3 clusters Score -5405710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5405711.500000 Penalty: 3462.828369
	Iteration 80F: 3 clusters Score -5405712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5405724.000000 Penalty: 3462.828369
	Iteration 81Q: 3 clusters Score -5405724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5405718.500000 Penalty: 3462.828369
	Iteration 82Q: 3 clusters Score -5405718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5405722.000000 Penalty: 3462.828369
	Iteration 83Q: 3 clusters Score -5405722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5405720.000000 Penalty: 3462.828369
	Iteration 84Q: 3 clusters Score -5405720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5405722.500000 Penalty: 3462.828369
	Iteration 85Q: 3 clusters Score -5405722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5405725.500000 Penalty: 3462.828369
	Iteration 86Q: 3 clusters Score -5405726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5405728.000000 Penalty: 3462.828369
	Iteration 87Q: 3 clusters Score -5405728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5405722.500000 Penalty: 3462.828369
	Iteration 88Q: 3 clusters Score -5405722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5405720.000000 Penalty: 3462.828369
	Iteration 89Q: 3 clusters Score -5405720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5405720.000000 Penalty: 3462.828369
	Iteration 90F: 3 clusters Score -5405720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -514174.750000 Penalty: 1362.790161
	Iteration 0F: 2 clusters Score -514174.8 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 2158 members 
Entering Unmasked Estep 
Score: -510635.812500 Penalty: 2725.580322
	Iteration 0F: 3 clusters Score -510635.8 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -511735.781250 Penalty: 2725.580322
	Iteration 1F: 3 clusters Score -511735.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -512084.125000 Penalty: 2725.580322
	Iteration 2F: 3 clusters Score -512084.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -512398.718750 Penalty: 2725.580322
	Iteration 3F: 3 clusters Score -512398.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -512628.062500 Penalty: 2725.580322
	Iteration 4F: 3 clusters Score -512628.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -512831.437500 Penalty: 2725.580322
	Iteration 5F: 3 clusters Score -512831.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -513002.375000 Penalty: 2725.580322
	Iteration 6Q: 3 clusters Score -513002.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -513148.281250 Penalty: 2725.580322
	Iteration 7Q: 3 clusters Score -513148.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -513259.437500 Penalty: 2725.580322
	Iteration 8Q: 3 clusters Score -513259.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -513334.656250 Penalty: 2725.580322
	Iteration 9Q: 3 clusters Score -513334.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -513369.343750 Penalty: 2725.580322
	Iteration 10Q: 3 clusters Score -513369.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -513385.218750 Penalty: 2725.580322
	Iteration 11Q: 3 clusters Score -513385.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -513396.062500 Penalty: 2725.580322
	Iteration 12Q: 3 clusters Score -513396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -513400.562500 Penalty: 2725.580322
	Iteration 13Q: 3 clusters Score -513400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -513403.968750 Penalty: 2725.580322
	Iteration 14Q: 3 clusters Score -513404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -513405.062500 Penalty: 2725.580322
	Iteration 15Q: 3 clusters Score -513405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -513404.875000 Penalty: 2725.580322
	Iteration 16Q: 3 clusters Score -513404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -513404.875000 Penalty: 2725.580322
	Iteration 17F: 3 clusters Score -513404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Entering Unmasked Estep 
Score: -3325574.500000 Penalty: 1652.686646
	Iteration 0F: 2 clusters Score -3325574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3307962.250000 Penalty: 3305.373291
	Iteration 0F: 3 clusters Score -3307962 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3314649.000000 Penalty: 3305.373291
	Iteration 1F: 3 clusters Score -3314649 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3314999.250000 Penalty: 3305.373291
	Iteration 2Q: 3 clusters Score -3314999 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3315331.500000 Penalty: 3305.373291
	Iteration 3Q: 3 clusters Score -3315332 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3315639.000000 Penalty: 3305.373291
	Iteration 4Q: 3 clusters Score -3315639 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3315952.500000 Penalty: 3305.373291
	Iteration 5Q: 3 clusters Score -3315952 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3316347.750000 Penalty: 3305.373291
	Iteration 6Q: 3 clusters Score -3316348 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3316834.750000 Penalty: 3305.373291
	Iteration 7Q: 3 clusters Score -3316835 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3317486.750000 Penalty: 3305.373291
	Iteration 8Q: 3 clusters Score -3317487 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3318355.500000 Penalty: 3305.373291
	Iteration 9Q: 3 clusters Score -3318356 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3319185.250000 Penalty: 3305.373291
	Iteration 10Q: 3 clusters Score -3319185 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3319769.250000 Penalty: 3305.373291
	Iteration 11Q: 3 clusters Score -3319769 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3320085.750000 Penalty: 3305.373291
	Iteration 12Q: 3 clusters Score -3320086 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3320230.500000 Penalty: 3305.373291
	Iteration 13Q: 3 clusters Score -3320230 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3320334.500000 Penalty: 3305.373291
	Iteration 14Q: 3 clusters Score -3320334 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3320431.500000 Penalty: 3305.373291
	Iteration 15Q: 3 clusters Score -3320432 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3320503.000000 Penalty: 3305.373291
	Iteration 16Q: 3 clusters Score -3320503 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3320565.750000 Penalty: 3305.373291
	Iteration 17Q: 3 clusters Score -3320566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3320611.500000 Penalty: 3305.373291
	Iteration 18Q: 3 clusters Score -3320612 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3320673.000000 Penalty: 3305.373291
	Iteration 19Q: 3 clusters Score -3320673 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3320744.000000 Penalty: 3305.373291
	Iteration 20F: 3 clusters Score -3320744 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3320810.500000 Penalty: 3305.373291
	Iteration 21Q: 3 clusters Score -3320810 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3320919.750000 Penalty: 3305.373291
	Iteration 22Q: 3 clusters Score -3320920 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3321002.000000 Penalty: 3305.373291
	Iteration 23Q: 3 clusters Score -3321002 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3321082.250000 Penalty: 3305.373291
	Iteration 24Q: 3 clusters Score -3321082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3321157.750000 Penalty: 3305.373291
	Iteration 25Q: 3 clusters Score -3321158 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3321255.250000 Penalty: 3305.373291
	Iteration 26Q: 3 clusters Score -3321255 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3321363.500000 Penalty: 3305.373291
	Iteration 27Q: 3 clusters Score -3321364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3321466.500000 Penalty: 3305.373291
	Iteration 28Q: 3 clusters Score -3321466 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3321578.500000 Penalty: 3305.373291
	Iteration 29Q: 3 clusters Score -3321578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3321706.000000 Penalty: 3305.373291
	Iteration 30Q: 3 clusters Score -3321706 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3321826.500000 Penalty: 3305.373291
	Iteration 31Q: 3 clusters Score -3321826 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3321946.250000 Penalty: 3305.373291
	Iteration 32Q: 3 clusters Score -3321946 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3322069.750000 Penalty: 3305.373291
	Iteration 33Q: 3 clusters Score -3322070 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3322183.500000 Penalty: 3305.373291
	Iteration 34Q: 3 clusters Score -3322184 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3322280.500000 Penalty: 3305.373291
	Iteration 35Q: 3 clusters Score -3322280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3322375.250000 Penalty: 3305.373291
	Iteration 36Q: 3 clusters Score -3322375 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3322419.750000 Penalty: 3305.373291
	Iteration 37Q: 3 clusters Score -3322420 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3322475.750000 Penalty: 3305.373291
	Iteration 38Q: 3 clusters Score -3322476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3322526.750000 Penalty: 3305.373291
	Iteration 39Q: 3 clusters Score -3322527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3322559.250000 Penalty: 3305.373291
	Iteration 40F: 3 clusters Score -3322559 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3322584.000000 Penalty: 3305.373291
	Iteration 41Q: 3 clusters Score -3322584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3322615.500000 Penalty: 3305.373291
	Iteration 42Q: 3 clusters Score -3322616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3322616.000000 Penalty: 3305.373291
	Iteration 43Q: 3 clusters Score -3322616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3322631.250000 Penalty: 3305.373291
	Iteration 44Q: 3 clusters Score -3322631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3322641.250000 Penalty: 3305.373291
	Iteration 45Q: 3 clusters Score -3322641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3322644.000000 Penalty: 3305.373291
	Iteration 46Q: 3 clusters Score -3322644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3322661.500000 Penalty: 3305.373291
	Iteration 47Q: 3 clusters Score -3322662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3322660.750000 Penalty: 3305.373291
	Iteration 48Q: 3 clusters Score -3322661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3322678.750000 Penalty: 3305.373291
	Iteration 49Q: 3 clusters Score -3322679 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3322696.500000 Penalty: 3305.373291
	Iteration 50Q: 3 clusters Score -3322696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3322712.000000 Penalty: 3305.373291
	Iteration 51Q: 3 clusters Score -3322712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3322726.250000 Penalty: 3305.373291
	Iteration 52Q: 3 clusters Score -3322726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3322718.750000 Penalty: 3305.373291
	Iteration 53Q: 3 clusters Score -3322719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3322745.250000 Penalty: 3305.373291
	Iteration 54Q: 3 clusters Score -3322745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3322761.500000 Penalty: 3305.373291
	Iteration 55Q: 3 clusters Score -3322762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3322774.750000 Penalty: 3305.373291
	Iteration 56Q: 3 clusters Score -3322775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3322764.750000 Penalty: 3305.373291
	Iteration 57Q: 3 clusters Score -3322765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3322780.500000 Penalty: 3305.373291
	Iteration 58Q: 3 clusters Score -3322780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3322780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3322790.250000 Penalty: 3305.373291
	Iteration 60F: 3 clusters Score -3322790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3322787.250000 Penalty: 3305.373291
	Iteration 61Q: 3 clusters Score -3322787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3322792.500000 Penalty: 3305.373291
	Iteration 62Q: 3 clusters Score -3322792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3322799.250000 Penalty: 3305.373291
	Iteration 63Q: 3 clusters Score -3322799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3322810.750000 Penalty: 3305.373291
	Iteration 64Q: 3 clusters Score -3322811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3322815.250000 Penalty: 3305.373291
	Iteration 65Q: 3 clusters Score -3322815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3322819.250000 Penalty: 3305.373291
	Iteration 66Q: 3 clusters Score -3322819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3322831.750000 Penalty: 3305.373291
	Iteration 67Q: 3 clusters Score -3322832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3322837.250000 Penalty: 3305.373291
	Iteration 68Q: 3 clusters Score -3322837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3322848.250000 Penalty: 3305.373291
	Iteration 69Q: 3 clusters Score -3322848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3322855.750000 Penalty: 3305.373291
	Iteration 70Q: 3 clusters Score -3322856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3322846.250000 Penalty: 3305.373291
	Iteration 71Q: 3 clusters Score -3322846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3322860.500000 Penalty: 3305.373291
	Iteration 72Q: 3 clusters Score -3322860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3322866.000000 Penalty: 3305.373291
	Iteration 73Q: 3 clusters Score -3322866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3322870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3322883.750000 Penalty: 3305.373291
	Iteration 75Q: 3 clusters Score -3322884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3322888.000000 Penalty: 3305.373291
	Iteration 76Q: 3 clusters Score -3322888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3322892.500000 Penalty: 3305.373291
	Iteration 77Q: 3 clusters Score -3322892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3322894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3322897.000000 Penalty: 3305.373291
	Iteration 79Q: 3 clusters Score -3322897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3322898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3322900.000000 Penalty: 3305.373291
	Iteration 81Q: 3 clusters Score -3322900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3322904.750000 Penalty: 3305.373291
	Iteration 82Q: 3 clusters Score -3322905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3322906.000000 Penalty: 3305.373291
	Iteration 83Q: 3 clusters Score -3322906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3322906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3322904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3322911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3322916.250000 Penalty: 3305.373291
	Iteration 87Q: 3 clusters Score -3322916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3322924.500000 Penalty: 3305.373291
	Iteration 88Q: 3 clusters Score -3322924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3322927.000000 Penalty: 3305.373291
	Iteration 89Q: 3 clusters Score -3322927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3322929.750000 Penalty: 3305.373291
	Iteration 90Q: 3 clusters Score -3322930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3322931.000000 Penalty: 3305.373291
	Iteration 91Q: 3 clusters Score -3322931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3322930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3322929.500000 Penalty: 3305.373291
	Iteration 93Q: 3 clusters Score -3322930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3322928.000000 Penalty: 3305.373291
	Iteration 94Q: 3 clusters Score -3322928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3322931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3322934.500000 Penalty: 3305.373291
	Iteration 96Q: 3 clusters Score -3322934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3322936.750000 Penalty: 3305.373291
	Iteration 97Q: 3 clusters Score -3322937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3322935.750000 Penalty: 3305.373291
	Iteration 98Q: 3 clusters Score -3322936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3322936.500000 Penalty: 3305.373291
	Iteration 99Q: 3 clusters Score -3322936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3322937.000000 Penalty: 3305.373291
	Iteration 100F: 3 clusters Score -3322937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3322942.250000 Penalty: 3305.373291
	Iteration 101Q: 3 clusters Score -3322942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3322939.500000 Penalty: 3305.373291
	Iteration 102Q: 3 clusters Score -3322940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3322947.500000 Penalty: 3305.373291
	Iteration 103Q: 3 clusters Score -3322948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3322951.500000 Penalty: 3305.373291
	Iteration 104Q: 3 clusters Score -3322952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3322943.500000 Penalty: 3305.373291
	Iteration 105Q: 3 clusters Score -3322944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3322939.250000 Penalty: 3305.373291
	Iteration 106Q: 3 clusters Score -3322939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3322952.750000 Penalty: 3305.373291
	Iteration 107Q: 3 clusters Score -3322953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3322953.500000 Penalty: 3305.373291
	Iteration 108Q: 3 clusters Score -3322954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3322963.250000 Penalty: 3305.373291
	Iteration 109Q: 3 clusters Score -3322963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3322966.250000 Penalty: 3305.373291
	Iteration 110Q: 3 clusters Score -3322966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3322963.750000 Penalty: 3305.373291
	Iteration 111Q: 3 clusters Score -3322964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3322966.500000 Penalty: 3305.373291
	Iteration 112Q: 3 clusters Score -3322966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3322964.500000 Penalty: 3305.373291
	Iteration 113Q: 3 clusters Score -3322964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3322981.500000 Penalty: 3305.373291
	Iteration 114Q: 3 clusters Score -3322982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3322983.000000 Penalty: 3305.373291
	Iteration 115Q: 3 clusters Score -3322983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3322980.250000 Penalty: 3305.373291
	Iteration 116Q: 3 clusters Score -3322980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3322982.500000 Penalty: 3305.373291
	Iteration 117Q: 3 clusters Score -3322982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3322986.500000 Penalty: 3305.373291
	Iteration 118Q: 3 clusters Score -3322986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3322991.250000 Penalty: 3305.373291
	Iteration 119Q: 3 clusters Score -3322991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3322999.750000 Penalty: 3305.373291
	Iteration 120F: 3 clusters Score -3323000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3322999.000000 Penalty: 3305.373291
	Iteration 121Q: 3 clusters Score -3322999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3322994.250000 Penalty: 3305.373291
	Iteration 122Q: 3 clusters Score -3322994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3322998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3322993.500000 Penalty: 3305.373291
	Iteration 124Q: 3 clusters Score -3322994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3323000.750000 Penalty: 3305.373291
	Iteration 125Q: 3 clusters Score -3323001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3323009.250000 Penalty: 3305.373291
	Iteration 126Q: 3 clusters Score -3323009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3323010.250000 Penalty: 3305.373291
	Iteration 127Q: 3 clusters Score -3323010 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3323011.000000 Penalty: 3305.373291
	Iteration 128Q: 3 clusters Score -3323011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3323016.000000 Penalty: 3305.373291
	Iteration 129Q: 3 clusters Score -3323016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3323010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3323025.500000 Penalty: 3305.373291
	Iteration 131Q: 3 clusters Score -3323026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3323024.000000 Penalty: 3305.373291
	Iteration 132Q: 3 clusters Score -3323024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3323034.000000 Penalty: 3305.373291
	Iteration 133Q: 3 clusters Score -3323034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3323035.000000 Penalty: 3305.373291
	Iteration 134Q: 3 clusters Score -3323035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3323037.750000 Penalty: 3305.373291
	Iteration 135Q: 3 clusters Score -3323038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3323036.500000 Penalty: 3305.373291
	Iteration 136Q: 3 clusters Score -3323036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3323037.250000 Penalty: 3305.373291
	Iteration 137Q: 3 clusters Score -3323037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3323032.750000 Penalty: 3305.373291
	Iteration 138Q: 3 clusters Score -3323033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3323030.250000 Penalty: 3305.373291
	Iteration 139Q: 3 clusters Score -3323030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3323030.000000 Penalty: 3305.373291
	Iteration 140F: 3 clusters Score -3323030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3323028.250000 Penalty: 3305.373291
	Iteration 141Q: 3 clusters Score -3323028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3323027.000000 Penalty: 3305.373291
	Iteration 142Q: 3 clusters Score -3323027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3323027.500000 Penalty: 3305.373291
	Iteration 143Q: 3 clusters Score -3323028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3323028.250000 Penalty: 3305.373291
	Iteration 144Q: 3 clusters Score -3323028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3323030.500000 Penalty: 3305.373291
	Iteration 145Q: 3 clusters Score -3323030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3323031.750000 Penalty: 3305.373291
	Iteration 146Q: 3 clusters Score -3323032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3323034.000000 Penalty: 3305.373291
	Iteration 147Q: 3 clusters Score -3323034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3323031.250000 Penalty: 3305.373291
	Iteration 148Q: 3 clusters Score -3323031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3323031.500000 Penalty: 3305.373291
	Iteration 149Q: 3 clusters Score -3323032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3323030.500000 Penalty: 3305.373291
	Iteration 150Q: 3 clusters Score -3323030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3323031.750000 Penalty: 3305.373291
	Iteration 151Q: 3 clusters Score -3323032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3323031.250000 Penalty: 3305.373291
	Iteration 152Q: 3 clusters Score -3323031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3323033.250000 Penalty: 3305.373291
	Iteration 153Q: 3 clusters Score -3323033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3323033.250000 Penalty: 3305.373291
	Iteration 154F: 3 clusters Score -3323033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20479.212891 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20479.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20843.632812 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -20843.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20955.859375 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -20955.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21091.210938 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -21091.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21119.126953 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21119.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21142.753906 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21142.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21151.869141 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21151.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21153.761719 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21153.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21153.761719 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -21153.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 58239 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77421 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77501 members 
Mstep: Class 9 contains 242 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 75 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 73340 members 
Entering Unmasked Estep 
Score: -61629172.000000 Penalty: 40476.707031
Splitting cluster 18 changes total score from -61630356.000000 to -61629172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -888367.375000 Penalty: 1437.625854
	Iteration 0F: 2 clusters Score -888367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -883203.625000 Penalty: 2875.251709
	Iteration 0F: 3 clusters Score -883203.6 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -884715.062500 Penalty: 2875.251709
	Iteration 1F: 3 clusters Score -884715.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -884926.000000 Penalty: 2875.251709
	Iteration 2F: 3 clusters Score -884926 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -885125.250000 Penalty: 2875.251709
	Iteration 3F: 3 clusters Score -885125.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -885340.750000 Penalty: 2875.251709
	Iteration 4F: 3 clusters Score -885340.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -885551.312500 Penalty: 2875.251709
	Iteration 5Q: 3 clusters Score -885551.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -885836.437500 Penalty: 2875.251709
	Iteration 6F: 3 clusters Score -885836.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -886146.125000 Penalty: 2875.251709
	Iteration 7F: 3 clusters Score -886146.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -886472.750000 Penalty: 2875.251709
	Iteration 8F: 3 clusters Score -886472.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -886751.750000 Penalty: 2875.251709
	Iteration 9Q: 3 clusters Score -886751.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -887030.062500 Penalty: 2875.251709
	Iteration 10Q: 3 clusters Score -887030.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -887240.875000 Penalty: 2875.251709
	Iteration 11Q: 3 clusters Score -887240.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -887367.187500 Penalty: 2875.251709
	Iteration 12Q: 3 clusters Score -887367.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -887417.500000 Penalty: 2875.251709
	Iteration 13Q: 3 clusters Score -887417.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -887443.812500 Penalty: 2875.251709
	Iteration 14Q: 3 clusters Score -887443.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -887460.500000 Penalty: 2875.251709
	Iteration 15Q: 3 clusters Score -887460.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -887468.812500 Penalty: 2875.251709
	Iteration 16Q: 3 clusters Score -887468.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -887474.500000 Penalty: 2875.251709
	Iteration 17Q: 3 clusters Score -887474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -887476.875000 Penalty: 2875.251709
	Iteration 18Q: 3 clusters Score -887476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -887485.500000 Penalty: 2875.251709
	Iteration 19Q: 3 clusters Score -887485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -887485.625000 Penalty: 2875.251709
	Iteration 20F: 3 clusters Score -887485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -887488.125000 Penalty: 2875.251709
	Iteration 21Q: 3 clusters Score -887488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -887492.250000 Penalty: 2875.251709
	Iteration 22Q: 3 clusters Score -887492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -887492.187500 Penalty: 2875.251709
	Iteration 23Q: 3 clusters Score -887492.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -887496.625000 Penalty: 2875.251709
	Iteration 24Q: 3 clusters Score -887496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -887500.187500 Penalty: 2875.251709
	Iteration 25Q: 3 clusters Score -887500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -887500.187500 Penalty: 2875.251709
	Iteration 26Q: 3 clusters Score -887500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -887499.687500 Penalty: 2875.251709
	Iteration 27Q: 3 clusters Score -887499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -887499.500000 Penalty: 2875.251709
	Iteration 28Q: 3 clusters Score -887499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -887499.812500 Penalty: 2875.251709
	Iteration 29Q: 3 clusters Score -887499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -887500.125000 Penalty: 2875.251709
	Iteration 30Q: 3 clusters Score -887500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -887500.125000 Penalty: 2875.251709
	Iteration 31F: 3 clusters Score -887500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Entering Unmasked Estep 
Score: -2553954.500000 Penalty: 1610.659912
	Iteration 0F: 2 clusters Score -2553954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2540146.500000 Penalty: 3221.319824
	Iteration 0F: 3 clusters Score -2540146 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2545172.750000 Penalty: 3221.319824
	Iteration 1F: 3 clusters Score -2545173 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2545564.000000 Penalty: 3221.319824
	Iteration 2F: 3 clusters Score -2545564 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2545963.250000 Penalty: 3221.319824
	Iteration 3Q: 3 clusters Score -2545963 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2546422.000000 Penalty: 3221.319824
	Iteration 4F: 3 clusters Score -2546422 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2547059.000000 Penalty: 3221.319824
	Iteration 5F: 3 clusters Score -2547059 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2547880.250000 Penalty: 3221.319824
	Iteration 6F: 3 clusters Score -2547880 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2548873.250000 Penalty: 3221.319824
	Iteration 7F: 3 clusters Score -2548873 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2550003.000000 Penalty: 3221.319824
	Iteration 8F: 3 clusters Score -2550003 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2551013.500000 Penalty: 3221.319824
	Iteration 9F: 3 clusters Score -2551014 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2551743.500000 Penalty: 3221.319824
	Iteration 10Q: 3 clusters Score -2551744 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2552195.250000 Penalty: 3221.319824
	Iteration 11Q: 3 clusters Score -2552195 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2552446.250000 Penalty: 3221.319824
	Iteration 12Q: 3 clusters Score -2552446 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2552588.250000 Penalty: 3221.319824
	Iteration 13Q: 3 clusters Score -2552588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2552661.500000 Penalty: 3221.319824
	Iteration 14Q: 3 clusters Score -2552662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2552708.000000 Penalty: 3221.319824
	Iteration 15Q: 3 clusters Score -2552708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2552736.500000 Penalty: 3221.319824
	Iteration 16Q: 3 clusters Score -2552736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2552765.500000 Penalty: 3221.319824
	Iteration 17Q: 3 clusters Score -2552766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2552776.000000 Penalty: 3221.319824
	Iteration 18Q: 3 clusters Score -2552776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2552785.000000 Penalty: 3221.319824
	Iteration 19Q: 3 clusters Score -2552785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2552784.250000 Penalty: 3221.319824
	Iteration 20F: 3 clusters Score -2552784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2552785.750000 Penalty: 3221.319824
	Iteration 21Q: 3 clusters Score -2552786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2552785.750000 Penalty: 3221.319824
	Iteration 22Q: 3 clusters Score -2552786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2552786.250000 Penalty: 3221.319824
	Iteration 23Q: 3 clusters Score -2552786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2552791.000000 Penalty: 3221.319824
	Iteration 24Q: 3 clusters Score -2552791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2552793.000000 Penalty: 3221.319824
	Iteration 25Q: 3 clusters Score -2552793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2552796.000000 Penalty: 3221.319824
	Iteration 26Q: 3 clusters Score -2552796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2552797.500000 Penalty: 3221.319824
	Iteration 27Q: 3 clusters Score -2552798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2552802.250000 Penalty: 3221.319824
	Iteration 28Q: 3 clusters Score -2552802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2552802.750000 Penalty: 3221.319824
	Iteration 29Q: 3 clusters Score -2552803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2552803.250000 Penalty: 3221.319824
	Iteration 30Q: 3 clusters Score -2552803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2552808.500000 Penalty: 3221.319824
	Iteration 31Q: 3 clusters Score -2552808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2552806.000000 Penalty: 3221.319824
	Iteration 32Q: 3 clusters Score -2552806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2552806.000000 Penalty: 3221.319824
	Iteration 33F: 3 clusters Score -2552806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Entering Unmasked Estep 
Score: -9341960.000000 Penalty: 1820.465088
	Iteration 0F: 2 clusters Score -9341960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9293883.000000 Penalty: 3640.930176
	Iteration 0F: 3 clusters Score -9293883 nChanged 34905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -9314213.000000 Penalty: 3640.930176
	Iteration 1F: 3 clusters Score -9314213 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -9315489.000000 Penalty: 3640.930176
	Iteration 2Q: 3 clusters Score -9315489 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -9317709.000000 Penalty: 3640.930176
	Iteration 3F: 3 clusters Score -9317709 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -9321419.000000 Penalty: 3640.930176
	Iteration 4F: 3 clusters Score -9321419 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -9326770.000000 Penalty: 3640.930176
	Iteration 5F: 3 clusters Score -9326770 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -9332589.000000 Penalty: 3640.930176
	Iteration 6F: 3 clusters Score -9332589 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -9337647.000000 Penalty: 3640.930176
	Iteration 7F: 3 clusters Score -9337647 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -9340268.000000 Penalty: 3640.930176
	Iteration 8Q: 3 clusters Score -9340268 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -9340947.000000 Penalty: 3640.930176
	Iteration 9Q: 3 clusters Score -9340947 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -9341188.000000 Penalty: 3640.930176
	Iteration 10Q: 3 clusters Score -9341188 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -9341370.000000 Penalty: 3640.930176
	Iteration 11Q: 3 clusters Score -9341370 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -9341458.000000 Penalty: 3640.930176
	Iteration 12Q: 3 clusters Score -9341458 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -9341500.000000 Penalty: 3640.930176
	Iteration 13Q: 3 clusters Score -9341500 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9341525.000000 Penalty: 3640.930176
	Iteration 14Q: 3 clusters Score -9341525 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -9341540.000000 Penalty: 3640.930176
	Iteration 15Q: 3 clusters Score -9341540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -9341555.000000 Penalty: 3640.930176
	Iteration 16Q: 3 clusters Score -9341555 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -9341587.000000 Penalty: 3640.930176
	Iteration 17Q: 3 clusters Score -9341587 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -9341617.000000 Penalty: 3640.930176
	Iteration 18Q: 3 clusters Score -9341617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -9341638.000000 Penalty: 3640.930176
	Iteration 19Q: 3 clusters Score -9341638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -9341663.000000 Penalty: 3640.930176
	Iteration 20F: 3 clusters Score -9341663 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -9341673.000000 Penalty: 3640.930176
	Iteration 21Q: 3 clusters Score -9341673 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -9341684.000000 Penalty: 3640.930176
	Iteration 22Q: 3 clusters Score -9341684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -9341739.000000 Penalty: 3640.930176
	Iteration 23Q: 3 clusters Score -9341739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -9341752.000000 Penalty: 3640.930176
	Iteration 24Q: 3 clusters Score -9341752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -9341755.000000 Penalty: 3640.930176
	Iteration 25Q: 3 clusters Score -9341755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -9341766.000000 Penalty: 3640.930176
	Iteration 26Q: 3 clusters Score -9341766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -9341796.000000 Penalty: 3640.930176
	Iteration 27Q: 3 clusters Score -9341796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -9341818.000000 Penalty: 3640.930176
	Iteration 28Q: 3 clusters Score -9341818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9341836.000000 Penalty: 3640.930176
	Iteration 29Q: 3 clusters Score -9341836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -9341830.000000 Penalty: 3640.930176
	Iteration 30Q: 3 clusters Score -9341830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -9341835.000000 Penalty: 3640.930176
	Iteration 31Q: 3 clusters Score -9341835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -9341852.000000 Penalty: 3640.930176
	Iteration 32Q: 3 clusters Score -9341852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -9341842.000000 Penalty: 3640.930176
	Iteration 33Q: 3 clusters Score -9341842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -9341863.000000 Penalty: 3640.930176
	Iteration 34Q: 3 clusters Score -9341863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9341874.000000 Penalty: 3640.930176
	Iteration 35Q: 3 clusters Score -9341874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9341907.000000 Penalty: 3640.930176
	Iteration 36Q: 3 clusters Score -9341907 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9341917.000000 Penalty: 3640.930176
	Iteration 37Q: 3 clusters Score -9341917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9341908.000000 Penalty: 3640.930176
	Iteration 38Q: 3 clusters Score -9341908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -9341920.000000 Penalty: 3640.930176
	Iteration 39Q: 3 clusters Score -9341920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -9341913.000000 Penalty: 3640.930176
	Iteration 40F: 3 clusters Score -9341913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -9341930.000000 Penalty: 3640.930176
	Iteration 41Q: 3 clusters Score -9341930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -9341932.000000 Penalty: 3640.930176
	Iteration 42Q: 3 clusters Score -9341932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -9341939.000000 Penalty: 3640.930176
	Iteration 43Q: 3 clusters Score -9341939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -9341968.000000 Penalty: 3640.930176
	Iteration 44Q: 3 clusters Score -9341968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -9341968.000000 Penalty: 3640.930176
	Iteration 45Q: 3 clusters Score -9341968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -9341978.000000 Penalty: 3640.930176
	Iteration 46Q: 3 clusters Score -9341978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -9341972.000000 Penalty: 3640.930176
	Iteration 47Q: 3 clusters Score -9341972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -9341972.000000 Penalty: 3640.930176
	Iteration 48Q: 3 clusters Score -9341972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -9341993.000000 Penalty: 3640.930176
	Iteration 49Q: 3 clusters Score -9341993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -9341978.000000 Penalty: 3640.930176
	Iteration 50Q: 3 clusters Score -9341978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -9341966.000000 Penalty: 3640.930176
	Iteration 51Q: 3 clusters Score -9341966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -9341986.000000 Penalty: 3640.930176
	Iteration 52Q: 3 clusters Score -9341986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -9342006.000000 Penalty: 3640.930176
	Iteration 53Q: 3 clusters Score -9342006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -9342003.000000 Penalty: 3640.930176
	Iteration 54Q: 3 clusters Score -9342003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -9342008.000000 Penalty: 3640.930176
	Iteration 55Q: 3 clusters Score -9342008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -9342022.000000 Penalty: 3640.930176
	Iteration 56Q: 3 clusters Score -9342022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -9342021.000000 Penalty: 3640.930176
	Iteration 57Q: 3 clusters Score -9342021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -9342024.000000 Penalty: 3640.930176
	Iteration 58Q: 3 clusters Score -9342024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9342012.000000 Penalty: 3640.930176
	Iteration 59Q: 3 clusters Score -9342012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -9342008.000000 Penalty: 3640.930176
	Iteration 60F: 3 clusters Score -9342008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -9342013.000000 Penalty: 3640.930176
	Iteration 61Q: 3 clusters Score -9342013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -9342010.000000 Penalty: 3640.930176
	Iteration 62Q: 3 clusters Score -9342010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -9342005.000000 Penalty: 3640.930176
	Iteration 63Q: 3 clusters Score -9342005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -9342009.000000 Penalty: 3640.930176
	Iteration 64Q: 3 clusters Score -9342009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -9342012.000000 Penalty: 3640.930176
	Iteration 65Q: 3 clusters Score -9342012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -9342013.000000 Penalty: 3640.930176
	Iteration 66Q: 3 clusters Score -9342013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -9342012.000000 Penalty: 3640.930176
	Iteration 67Q: 3 clusters Score -9342012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -9342005.000000 Penalty: 3640.930176
	Iteration 68Q: 3 clusters Score -9342005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -9342005.000000 Penalty: 3640.930176
	Iteration 69Q: 3 clusters Score -9342005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -9342004.000000 Penalty: 3640.930176
	Iteration 70Q: 3 clusters Score -9342004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -9342007.000000 Penalty: 3640.930176
	Iteration 71Q: 3 clusters Score -9342007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -9342001.000000 Penalty: 3640.930176
	Iteration 72Q: 3 clusters Score -9342001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -9342009.000000 Penalty: 3640.930176
	Iteration 73Q: 3 clusters Score -9342009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -9342019.000000 Penalty: 3640.930176
	Iteration 74Q: 3 clusters Score -9342019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -9342019.000000 Penalty: 3640.930176
	Iteration 75Q: 3 clusters Score -9342019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -9342030.000000 Penalty: 3640.930176
	Iteration 76Q: 3 clusters Score -9342030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -9342038.000000 Penalty: 3640.930176
	Iteration 77Q: 3 clusters Score -9342038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9342038.000000 Penalty: 3640.930176
	Iteration 78Q: 3 clusters Score -9342038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -9342036.000000 Penalty: 3640.930176
	Iteration 79Q: 3 clusters Score -9342036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -9342036.000000 Penalty: 3640.930176
	Iteration 80F: 3 clusters Score -9342036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -9342022.000000 Penalty: 3640.930176
	Iteration 81Q: 3 clusters Score -9342022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -9342029.000000 Penalty: 3640.930176
	Iteration 82Q: 3 clusters Score -9342029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -9342025.000000 Penalty: 3640.930176
	Iteration 83Q: 3 clusters Score -9342025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -9342029.000000 Penalty: 3640.930176
	Iteration 84Q: 3 clusters Score -9342029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -9342022.000000 Penalty: 3640.930176
	Iteration 85Q: 3 clusters Score -9342022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -9342028.000000 Penalty: 3640.930176
	Iteration 86Q: 3 clusters Score -9342028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -9342032.000000 Penalty: 3640.930176
	Iteration 87Q: 3 clusters Score -9342032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9342025.000000 Penalty: 3640.930176
	Iteration 88Q: 3 clusters Score -9342025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -9342018.000000 Penalty: 3640.930176
	Iteration 89Q: 3 clusters Score -9342018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -9342030.000000 Penalty: 3640.930176
	Iteration 90Q: 3 clusters Score -9342030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -9342037.000000 Penalty: 3640.930176
	Iteration 91Q: 3 clusters Score -9342037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9342035.000000 Penalty: 3640.930176
	Iteration 92Q: 3 clusters Score -9342035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -9342037.000000 Penalty: 3640.930176
	Iteration 93Q: 3 clusters Score -9342037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -9342040.000000 Penalty: 3640.930176
	Iteration 94Q: 3 clusters Score -9342040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -9342046.000000 Penalty: 3640.930176
	Iteration 95Q: 3 clusters Score -9342046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -9342040.000000 Penalty: 3640.930176
	Iteration 96Q: 3 clusters Score -9342040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -9342045.000000 Penalty: 3640.930176
	Iteration 97Q: 3 clusters Score -9342045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -9342051.000000 Penalty: 3640.930176
	Iteration 98Q: 3 clusters Score -9342051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -9342052.000000 Penalty: 3640.930176
	Iteration 99Q: 3 clusters Score -9342052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9342048.000000 Penalty: 3640.930176
	Iteration 100F: 3 clusters Score -9342048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -9342042.000000 Penalty: 3640.930176
	Iteration 101Q: 3 clusters Score -9342042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -9342045.000000 Penalty: 3640.930176
	Iteration 102Q: 3 clusters Score -9342045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -9342036.000000 Penalty: 3640.930176
	Iteration 103Q: 3 clusters Score -9342036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -9342039.000000 Penalty: 3640.930176
	Iteration 104Q: 3 clusters Score -9342039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -9342033.000000 Penalty: 3640.930176
	Iteration 105Q: 3 clusters Score -9342033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -9342031.000000 Penalty: 3640.930176
	Iteration 106Q: 3 clusters Score -9342031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -9342026.000000 Penalty: 3640.930176
	Iteration 107Q: 3 clusters Score -9342026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -9342035.000000 Penalty: 3640.930176
	Iteration 108Q: 3 clusters Score -9342035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -9342033.000000 Penalty: 3640.930176
	Iteration 109Q: 3 clusters Score -9342033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9342039.000000 Penalty: 3640.930176
	Iteration 110Q: 3 clusters Score -9342039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -9342037.000000 Penalty: 3640.930176
	Iteration 111Q: 3 clusters Score -9342037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -9342040.000000 Penalty: 3640.930176
	Iteration 112Q: 3 clusters Score -9342040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9342032.000000 Penalty: 3640.930176
	Iteration 113Q: 3 clusters Score -9342032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9342023.000000 Penalty: 3640.930176
	Iteration 114Q: 3 clusters Score -9342023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9342023.000000 Penalty: 3640.930176
	Iteration 115F: 3 clusters Score -9342023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 58239 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77421 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77501 members 
Mstep: Class 9 contains 68079 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 5261 members 
Entering Unmasked Estep 
Score: -61630228.000000 Penalty: 40476.707031
Splitting cluster 22 changes total score from -61630356.000000 to -61630228.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 58239 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77421 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77501 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42398 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 73340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630368.000000 Penalty: 38346.355469
Iteration 439Q: 19 clusters Score -6.163037e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 58242 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77407 members 
Mstep: Class 5 contains 35186 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77515 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42396 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26119 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 20164 members 
Mstep: Class 22 contains 73340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 38346.355469
Iteration 440F: 19 clusters Score -6.163037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 58243 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77393 members 
Mstep: Class 5 contains 35182 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77524 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42396 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 20164 members 
Mstep: Class 22 contains 73339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630368.000000 Penalty: 38346.355469
Iteration 441Q: 19 clusters Score -6.163037e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 58248 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77370 members 
Mstep: Class 5 contains 35180 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77544 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42393 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 73342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630344.000000 Penalty: 38346.355469
Iteration 442Q: 19 clusters Score -6.163034e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 58249 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77346 members 
Mstep: Class 5 contains 35180 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77566 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42393 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26107 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 20165 members 
Mstep: Class 22 contains 73346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630316.000000 Penalty: 38346.355469
Iteration 443Q: 19 clusters Score -6.163032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 58254 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77332 members 
Mstep: Class 5 contains 35182 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77580 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42389 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26100 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6964 members 
Mstep: Class 21 contains 20164 members 
Mstep: Class 22 contains 73348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630316.000000 Penalty: 38346.355469
Iteration 444Q: 19 clusters Score -6.163032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 58256 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77316 members 
Mstep: Class 5 contains 35181 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77601 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42385 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26097 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6967 members 
Mstep: Class 21 contains 20161 members 
Mstep: Class 22 contains 73349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630280.000000 Penalty: 38346.355469
Iteration 445Q: 19 clusters Score -6.163028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 58253 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77303 members 
Mstep: Class 5 contains 35179 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77620 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42381 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26094 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630324.000000 Penalty: 38346.355469
Iteration 446Q: 19 clusters Score -6.163032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 58250 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77287 members 
Mstep: Class 5 contains 35176 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77637 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42377 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26095 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630356.000000 Penalty: 38346.355469
Iteration 447Q: 19 clusters Score -6.163036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 58249 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77272 members 
Mstep: Class 5 contains 35175 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77654 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42375 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630276.000000 Penalty: 38346.355469
Iteration 448Q: 19 clusters Score -6.163028e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 58247 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77244 members 
Mstep: Class 5 contains 35171 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77682 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42371 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630332.000000 Penalty: 38346.355469
Iteration 449Q: 19 clusters Score -6.163033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 58250 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77214 members 
Mstep: Class 5 contains 35170 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77708 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42363 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26082 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20161 members 
Mstep: Class 22 contains 73355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630368.000000 Penalty: 38346.355469
Iteration 450Q: 19 clusters Score -6.163037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 58254 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77196 members 
Mstep: Class 5 contains 35168 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77722 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42362 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6972 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630348.000000 Penalty: 38346.355469
Iteration 451Q: 19 clusters Score -6.163035e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 58252 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77182 members 
Mstep: Class 5 contains 35169 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77735 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42357 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 73357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630440.000000 Penalty: 38346.355469
Iteration 452Q: 19 clusters Score -6.163044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 58249 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77175 members 
Mstep: Class 5 contains 35166 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77747 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42352 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20161 members 
Mstep: Class 22 contains 73359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630412.000000 Penalty: 38346.355469
Iteration 453Q: 19 clusters Score -6.163041e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 58246 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77168 members 
Mstep: Class 5 contains 35163 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77765 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42346 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6972 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 73358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630404.000000 Penalty: 38346.355469
Iteration 454Q: 19 clusters Score -6.16304e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 58246 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77162 members 
Mstep: Class 5 contains 35161 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77774 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42343 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630424.000000 Penalty: 38346.355469
Iteration 455Q: 19 clusters Score -6.163042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 58247 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77146 members 
Mstep: Class 5 contains 35158 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77790 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42338 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 73361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630380.000000 Penalty: 38346.355469
Iteration 456Q: 19 clusters Score -6.163038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 58247 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77139 members 
Mstep: Class 5 contains 35157 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77800 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42334 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6975 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 38346.355469
Iteration 457Q: 19 clusters Score -6.163037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 58247 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77132 members 
Mstep: Class 5 contains 35155 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77813 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42331 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 38346.355469
Iteration 458Q: 19 clusters Score -6.163037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 58245 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77117 members 
Mstep: Class 5 contains 35153 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77831 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42329 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630396.000000 Penalty: 38346.355469
Iteration 459Q: 19 clusters Score -6.16304e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 58241 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77102 members 
Mstep: Class 5 contains 35149 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77850 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42330 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6975 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630340.000000 Penalty: 38346.355469
Iteration 460F: 19 clusters Score -6.163034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 58237 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77084 members 
Mstep: Class 5 contains 35147 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77875 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42330 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20155 members 
Mstep: Class 22 contains 73396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630312.000000 Penalty: 38346.355469
Iteration 461Q: 19 clusters Score -6.163031e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 58231 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77069 members 
Mstep: Class 5 contains 35142 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77893 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42328 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 26069 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630228.000000 Penalty: 38346.355469
Iteration 462Q: 19 clusters Score -6.163023e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 58229 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77063 members 
Mstep: Class 5 contains 35138 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77909 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42328 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630240.000000 Penalty: 38346.355469
Iteration 463Q: 19 clusters Score -6.163024e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 58227 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77053 members 
Mstep: Class 5 contains 35133 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77931 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42325 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26066 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20152 members 
Mstep: Class 22 contains 73443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630308.000000 Penalty: 38346.355469
Iteration 464Q: 19 clusters Score -6.163031e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 58226 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77027 members 
Mstep: Class 5 contains 35129 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77965 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42323 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26065 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630332.000000 Penalty: 38346.355469
Iteration 465Q: 19 clusters Score -6.163033e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 58222 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 77002 members 
Mstep: Class 5 contains 35126 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 77995 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42317 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26069 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630320.000000 Penalty: 38346.355469
Iteration 466Q: 19 clusters Score -6.163032e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 58220 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76982 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78016 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42312 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20155 members 
Mstep: Class 22 contains 73484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630328.000000 Penalty: 38346.355469
Iteration 467Q: 19 clusters Score -6.163033e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 58214 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76968 members 
Mstep: Class 5 contains 35134 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78033 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42303 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630344.000000 Penalty: 38346.355469
Iteration 468Q: 19 clusters Score -6.163034e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 58208 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76944 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78054 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42299 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26069 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6975 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630364.000000 Penalty: 38346.355469
Iteration 469Q: 19 clusters Score -6.163036e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 58203 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76927 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78070 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42292 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630332.000000 Penalty: 38346.355469
Iteration 470Q: 19 clusters Score -6.163033e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 58196 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76920 members 
Mstep: Class 5 contains 35133 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78084 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42283 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630312.000000 Penalty: 38346.355469
Iteration 471Q: 19 clusters Score -6.163031e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 58193 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76900 members 
Mstep: Class 5 contains 35133 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78102 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42278 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 73507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630304.000000 Penalty: 38346.355469
Iteration 472Q: 19 clusters Score -6.16303e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 58192 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76888 members 
Mstep: Class 5 contains 35135 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78113 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42273 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630320.000000 Penalty: 38346.355469
Iteration 473Q: 19 clusters Score -6.163032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 58193 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76883 members 
Mstep: Class 5 contains 35137 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78121 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 20155 members 
Mstep: Class 22 contains 73514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630244.000000 Penalty: 38346.355469
Iteration 474Q: 19 clusters Score -6.163024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 58190 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76871 members 
Mstep: Class 5 contains 35135 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78133 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42271 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26056 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630296.000000 Penalty: 38346.355469
Iteration 475Q: 19 clusters Score -6.16303e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 58187 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76867 members 
Mstep: Class 5 contains 35138 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78141 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630280.000000 Penalty: 38346.355469
Iteration 476Q: 19 clusters Score -6.163028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 58186 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76863 members 
Mstep: Class 5 contains 35136 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78153 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42264 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26055 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630296.000000 Penalty: 38346.355469
Iteration 477Q: 19 clusters Score -6.16303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 58182 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76862 members 
Mstep: Class 5 contains 35134 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78155 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42268 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26053 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630304.000000 Penalty: 38346.355469
Iteration 478Q: 19 clusters Score -6.16303e+07 nChanged 62
Entering ConstructFrom: 
Score: -61630304.000000 Penalty: 38346.355469
Entering ConstructFrom: 
Trying to split cluster 1 (63048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Entering Unmasked Estep 
Score: -8101537.000000 Penalty: 1795.893433
	Iteration 0F: 2 clusters Score -8101537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -8059661.000000 Penalty: 3591.786865
	Iteration 0F: 3 clusters Score -8059661 nChanged 29688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -8077447.000000 Penalty: 3591.786865
	Iteration 1F: 3 clusters Score -8077447 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -8078616.000000 Penalty: 3591.786865
	Iteration 2Q: 3 clusters Score -8078616 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -8080424.000000 Penalty: 3591.786865
	Iteration 3F: 3 clusters Score -8080424 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -8083170.500000 Penalty: 3591.786865
	Iteration 4F: 3 clusters Score -8083170 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -8087199.000000 Penalty: 3591.786865
	Iteration 5F: 3 clusters Score -8087199 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -8091983.500000 Penalty: 3591.786865
	Iteration 6F: 3 clusters Score -8091984 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8096266.000000 Penalty: 3591.786865
	Iteration 7F: 3 clusters Score -8096266 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8098689.500000 Penalty: 3591.786865
	Iteration 8Q: 3 clusters Score -8098690 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8099526.000000 Penalty: 3591.786865
	Iteration 9Q: 3 clusters Score -8099526 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8099789.500000 Penalty: 3591.786865
	Iteration 10Q: 3 clusters Score -8099790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8099855.500000 Penalty: 3591.786865
	Iteration 11Q: 3 clusters Score -8099856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8099899.000000 Penalty: 3591.786865
	Iteration 12Q: 3 clusters Score -8099899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8099930.000000 Penalty: 3591.786865
	Iteration 13Q: 3 clusters Score -8099930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8099937.500000 Penalty: 3591.786865
	Iteration 14Q: 3 clusters Score -8099938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8099946.500000 Penalty: 3591.786865
	Iteration 15Q: 3 clusters Score -8099946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8099946.500000 Penalty: 3591.786865
	Iteration 16Q: 3 clusters Score -8099946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8099946.500000 Penalty: 3591.786865
	Iteration 17F: 3 clusters Score -8099946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Entering Unmasked Estep 
Score: -7411121.000000 Penalty: 1782.833008
	Iteration 0F: 2 clusters Score -7411121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -7372338.000000 Penalty: 3565.666016
	Iteration 0F: 3 clusters Score -7372338 nChanged 27350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -7388044.500000 Penalty: 3565.666016
	Iteration 1F: 3 clusters Score -7388044 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -7388579.500000 Penalty: 3565.666016
	Iteration 2Q: 3 clusters Score -7388580 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -7389311.500000 Penalty: 3565.666016
	Iteration 3Q: 3 clusters Score -7389312 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7390437.500000 Penalty: 3565.666016
	Iteration 4Q: 3 clusters Score -7390438 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7392375.000000 Penalty: 3565.666016
	Iteration 5F: 3 clusters Score -7392375 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -7395562.000000 Penalty: 3565.666016
	Iteration 6F: 3 clusters Score -7395562 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -7400034.500000 Penalty: 3565.666016
	Iteration 7F: 3 clusters Score -7400034 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -7404393.500000 Penalty: 3565.666016
	Iteration 8F: 3 clusters Score -7404394 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -7407357.000000 Penalty: 3565.666016
	Iteration 9F: 3 clusters Score -7407357 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -7408675.000000 Penalty: 3565.666016
	Iteration 10Q: 3 clusters Score -7408675 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7409187.500000 Penalty: 3565.666016
	Iteration 11Q: 3 clusters Score -7409188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -7409371.000000 Penalty: 3565.666016
	Iteration 12Q: 3 clusters Score -7409371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -7409437.000000 Penalty: 3565.666016
	Iteration 13Q: 3 clusters Score -7409437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -7409490.000000 Penalty: 3565.666016
	Iteration 14Q: 3 clusters Score -7409490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -7409515.500000 Penalty: 3565.666016
	Iteration 15Q: 3 clusters Score -7409516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -7409544.500000 Penalty: 3565.666016
	Iteration 16Q: 3 clusters Score -7409544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -7409560.500000 Penalty: 3565.666016
	Iteration 17Q: 3 clusters Score -7409560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7409580.000000 Penalty: 3565.666016
	Iteration 18Q: 3 clusters Score -7409580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -7409579.000000 Penalty: 3565.666016
	Iteration 19Q: 3 clusters Score -7409579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -7409577.000000 Penalty: 3565.666016
	Iteration 20F: 3 clusters Score -7409577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -7409584.000000 Penalty: 3565.666016
	Iteration 21Q: 3 clusters Score -7409584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -7409587.500000 Penalty: 3565.666016
	Iteration 22Q: 3 clusters Score -7409588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -7409584.000000 Penalty: 3565.666016
	Iteration 23Q: 3 clusters Score -7409584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7409588.000000 Penalty: 3565.666016
	Iteration 24Q: 3 clusters Score -7409588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7409594.500000 Penalty: 3565.666016
	Iteration 25Q: 3 clusters Score -7409594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7409591.500000 Penalty: 3565.666016
	Iteration 26Q: 3 clusters Score -7409592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7409598.000000 Penalty: 3565.666016
	Iteration 27Q: 3 clusters Score -7409598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -7409603.500000 Penalty: 3565.666016
	Iteration 28Q: 3 clusters Score -7409604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7409604.500000 Penalty: 3565.666016
	Iteration 29Q: 3 clusters Score -7409604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7409604.500000 Penalty: 3565.666016
	Iteration 30F: 3 clusters Score -7409604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -32743.757812 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -32743.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31943.521484 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -31943.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32178.759766 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -32178.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32276.638672 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -32276.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32353.527344 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -32353.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32399.800781 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -32399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32440.074219 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -32440.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32464.589844 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -32464.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32502.775391 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -32502.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32576.667969 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -32576.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32638.849609 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -32638.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32647.732422 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -32647.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32652.289062 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -32652.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32655.001953 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -32655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32655.001953 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -32655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Entering Unmasked Estep 
Score: -9863529.000000 Penalty: 1828.078613
	Iteration 0F: 2 clusters Score -9863529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -9813663.000000 Penalty: 3656.157227
	Iteration 0F: 3 clusters Score -9813663 nChanged 36304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -9834371.000000 Penalty: 3656.157227
	Iteration 1F: 3 clusters Score -9834371 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -9834950.000000 Penalty: 3656.157227
	Iteration 2Q: 3 clusters Score -9834950 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -9835730.000000 Penalty: 3656.157227
	Iteration 3Q: 3 clusters Score -9835730 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -9836929.000000 Penalty: 3656.157227
	Iteration 4Q: 3 clusters Score -9836929 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9839134.000000 Penalty: 3656.157227
	Iteration 5F: 3 clusters Score -9839134 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -9842661.000000 Penalty: 3656.157227
	Iteration 6F: 3 clusters Score -9842661 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -9847779.000000 Penalty: 3656.157227
	Iteration 7F: 3 clusters Score -9847779 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -9853550.000000 Penalty: 3656.157227
	Iteration 8F: 3 clusters Score -9853550 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9858022.000000 Penalty: 3656.157227
	Iteration 9F: 3 clusters Score -9858022 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9860324.000000 Penalty: 3656.157227
	Iteration 10Q: 3 clusters Score -9860324 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -9861337.000000 Penalty: 3656.157227
	Iteration 11Q: 3 clusters Score -9861337 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -9861659.000000 Penalty: 3656.157227
	Iteration 12Q: 3 clusters Score -9861659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -9861777.000000 Penalty: 3656.157227
	Iteration 13Q: 3 clusters Score -9861777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -9861824.000000 Penalty: 3656.157227
	Iteration 14Q: 3 clusters Score -9861824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -9861841.000000 Penalty: 3656.157227
	Iteration 15Q: 3 clusters Score -9861841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -9861867.000000 Penalty: 3656.157227
	Iteration 16Q: 3 clusters Score -9861867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -9861882.000000 Penalty: 3656.157227
	Iteration 17Q: 3 clusters Score -9861882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -9861886.000000 Penalty: 3656.157227
	Iteration 18Q: 3 clusters Score -9861886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -9861896.000000 Penalty: 3656.157227
	Iteration 19Q: 3 clusters Score -9861896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -9861907.000000 Penalty: 3656.157227
	Iteration 20F: 3 clusters Score -9861907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -9861912.000000 Penalty: 3656.157227
	Iteration 21Q: 3 clusters Score -9861912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -9861914.000000 Penalty: 3656.157227
	Iteration 22Q: 3 clusters Score -9861914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9861922.000000 Penalty: 3656.157227
	Iteration 23Q: 3 clusters Score -9861922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9861923.000000 Penalty: 3656.157227
	Iteration 24Q: 3 clusters Score -9861923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -9861925.000000 Penalty: 3656.157227
	Iteration 25Q: 3 clusters Score -9861925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -9861926.000000 Penalty: 3656.157227
	Iteration 26Q: 3 clusters Score -9861926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -9861927.000000 Penalty: 3656.157227
	Iteration 27Q: 3 clusters Score -9861927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9861922.000000 Penalty: 3656.157227
	Iteration 28Q: 3 clusters Score -9861922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -9861930.000000 Penalty: 3656.157227
	Iteration 29Q: 3 clusters Score -9861930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -9861932.000000 Penalty: 3656.157227
	Iteration 30Q: 3 clusters Score -9861932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -9861936.000000 Penalty: 3656.157227
	Iteration 31Q: 3 clusters Score -9861936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -9861937.000000 Penalty: 3656.157227
	Iteration 32Q: 3 clusters Score -9861937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -9861937.000000 Penalty: 3656.157227
	Iteration 33F: 3 clusters Score -9861937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Entering Unmasked Estep 
Score: -4289773.000000 Penalty: 1700.861328
	Iteration 0F: 2 clusters Score -4289773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4266232.500000 Penalty: 3401.722656
	Iteration 0F: 3 clusters Score -4266232 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4275594.000000 Penalty: 3401.722656
	Iteration 1F: 3 clusters Score -4275594 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4276249.500000 Penalty: 3401.722656
	Iteration 2Q: 3 clusters Score -4276250 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4276972.500000 Penalty: 3401.722656
	Iteration 3Q: 3 clusters Score -4276972 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4277762.500000 Penalty: 3401.722656
	Iteration 4F: 3 clusters Score -4277762 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4278753.500000 Penalty: 3401.722656
	Iteration 5Q: 3 clusters Score -4278754 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4279964.000000 Penalty: 3401.722656
	Iteration 6F: 3 clusters Score -4279964 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4281358.500000 Penalty: 3401.722656
	Iteration 7F: 3 clusters Score -4281358 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4282508.000000 Penalty: 3401.722656
	Iteration 8F: 3 clusters Score -4282508 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4283194.000000 Penalty: 3401.722656
	Iteration 9Q: 3 clusters Score -4283194 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4283564.000000 Penalty: 3401.722656
	Iteration 10Q: 3 clusters Score -4283564 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4283792.500000 Penalty: 3401.722656
	Iteration 11Q: 3 clusters Score -4283792 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4284031.000000 Penalty: 3401.722656
	Iteration 12Q: 3 clusters Score -4284031 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4284307.500000 Penalty: 3401.722656
	Iteration 13Q: 3 clusters Score -4284308 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4284594.000000 Penalty: 3401.722656
	Iteration 14Q: 3 clusters Score -4284594 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4284835.000000 Penalty: 3401.722656
	Iteration 15Q: 3 clusters Score -4284835 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4285076.500000 Penalty: 3401.722656
	Iteration 16Q: 3 clusters Score -4285076 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4285322.500000 Penalty: 3401.722656
	Iteration 17Q: 3 clusters Score -4285322 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4285546.000000 Penalty: 3401.722656
	Iteration 18Q: 3 clusters Score -4285546 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4285730.500000 Penalty: 3401.722656
	Iteration 19Q: 3 clusters Score -4285730 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4285892.500000 Penalty: 3401.722656
	Iteration 20F: 3 clusters Score -4285892 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4286023.000000 Penalty: 3401.722656
	Iteration 21Q: 3 clusters Score -4286023 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4286154.000000 Penalty: 3401.722656
	Iteration 22Q: 3 clusters Score -4286154 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4286244.500000 Penalty: 3401.722656
	Iteration 23Q: 3 clusters Score -4286244 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4286348.000000 Penalty: 3401.722656
	Iteration 24Q: 3 clusters Score -4286348 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4286454.500000 Penalty: 3401.722656
	Iteration 25Q: 3 clusters Score -4286454 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4286561.500000 Penalty: 3401.722656
	Iteration 26Q: 3 clusters Score -4286562 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4286675.000000 Penalty: 3401.722656
	Iteration 27Q: 3 clusters Score -4286675 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4286747.000000 Penalty: 3401.722656
	Iteration 28Q: 3 clusters Score -4286747 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4286838.500000 Penalty: 3401.722656
	Iteration 29Q: 3 clusters Score -4286838 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4286936.000000 Penalty: 3401.722656
	Iteration 30Q: 3 clusters Score -4286936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4287017.500000 Penalty: 3401.722656
	Iteration 31Q: 3 clusters Score -4287018 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4287087.000000 Penalty: 3401.722656
	Iteration 32Q: 3 clusters Score -4287087 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4287164.500000 Penalty: 3401.722656
	Iteration 33Q: 3 clusters Score -4287164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4287269.500000 Penalty: 3401.722656
	Iteration 34Q: 3 clusters Score -4287270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4287345.000000 Penalty: 3401.722656
	Iteration 35Q: 3 clusters Score -4287345 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4287437.500000 Penalty: 3401.722656
	Iteration 36Q: 3 clusters Score -4287438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4287496.000000 Penalty: 3401.722656
	Iteration 37Q: 3 clusters Score -4287496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4287572.500000 Penalty: 3401.722656
	Iteration 38Q: 3 clusters Score -4287572 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4287681.000000 Penalty: 3401.722656
	Iteration 39Q: 3 clusters Score -4287681 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4287752.000000 Penalty: 3401.722656
	Iteration 40F: 3 clusters Score -4287752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4287827.000000 Penalty: 3401.722656
	Iteration 41Q: 3 clusters Score -4287827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4287897.500000 Penalty: 3401.722656
	Iteration 42Q: 3 clusters Score -4287898 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4287997.500000 Penalty: 3401.722656
	Iteration 43Q: 3 clusters Score -4287998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4288061.500000 Penalty: 3401.722656
	Iteration 44Q: 3 clusters Score -4288062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4288107.000000 Penalty: 3401.722656
	Iteration 45Q: 3 clusters Score -4288107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4288153.500000 Penalty: 3401.722656
	Iteration 46Q: 3 clusters Score -4288154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4288195.500000 Penalty: 3401.722656
	Iteration 47Q: 3 clusters Score -4288196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4288218.000000 Penalty: 3401.722656
	Iteration 48Q: 3 clusters Score -4288218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4288257.000000 Penalty: 3401.722656
	Iteration 49Q: 3 clusters Score -4288257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4288293.500000 Penalty: 3401.722656
	Iteration 50Q: 3 clusters Score -4288294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4288304.500000 Penalty: 3401.722656
	Iteration 51Q: 3 clusters Score -4288304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4288320.000000 Penalty: 3401.722656
	Iteration 52Q: 3 clusters Score -4288320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4288325.500000 Penalty: 3401.722656
	Iteration 53Q: 3 clusters Score -4288326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4288332.500000 Penalty: 3401.722656
	Iteration 54Q: 3 clusters Score -4288332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4288334.000000 Penalty: 3401.722656
	Iteration 55Q: 3 clusters Score -4288334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4288334.500000 Penalty: 3401.722656
	Iteration 56Q: 3 clusters Score -4288334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4288336.500000 Penalty: 3401.722656
	Iteration 57Q: 3 clusters Score -4288336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4288338.000000 Penalty: 3401.722656
	Iteration 58Q: 3 clusters Score -4288338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4288338.000000 Penalty: 3401.722656
	Iteration 59Q: 3 clusters Score -4288338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4288340.500000 Penalty: 3401.722656
	Iteration 60F: 3 clusters Score -4288340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -81304.031250 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -81304.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80145.796875 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -80145.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80418.445312 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -80418.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80505.390625 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -80505.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80567.203125 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -80567.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80640.234375 Penalty: 2145.841064
	Iteration 4F: 3 clusters Score -80640.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80705.695312 Penalty: 2145.841064
	Iteration 5F: 3 clusters Score -80705.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80778.648438 Penalty: 2145.841064
	Iteration 6F: 3 clusters Score -80778.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80829.195312 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -80829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80874.976562 Penalty: 2145.841064
	Iteration 8Q: 3 clusters Score -80874.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80913.164062 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -80913.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80919.093750 Penalty: 2145.841064
	Iteration 10Q: 3 clusters Score -80919.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80927.484375 Penalty: 2145.841064
	Iteration 11Q: 3 clusters Score -80927.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80927.484375 Penalty: 2145.841064
	Iteration 12F: 3 clusters Score -80927.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -128296.484375 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -128296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126827.875000 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -126827.9 nChanged 295
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: -127099.171875 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -127099.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127191.750000 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -127191.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127221.718750 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -127221.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127241.140625 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -127241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127256.875000 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -127256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127262.765625 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -127262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127267.406250 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -127267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127270.523438 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -127270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127273.156250 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -127273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127275.492188 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -127275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127275.843750 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -127275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127277.101562 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -127277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127277.507812 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -127277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127278.054688 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -127278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127278.054688 Penalty: 2248.254395
	Iteration 15F: 3 clusters Score -127278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Entering Unmasked Estep 
Score: -9989795.000000 Penalty: 1830.810547
	Iteration 0F: 2 clusters Score -9989795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9939509.000000 Penalty: 3661.621094
	Iteration 0F: 3 clusters Score -9939509 nChanged 37046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -9961181.000000 Penalty: 3661.621094
	Iteration 1F: 3 clusters Score -9961181 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -9962486.000000 Penalty: 3661.621094
	Iteration 2Q: 3 clusters Score -9962486 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -9964350.000000 Penalty: 3661.621094
	Iteration 3Q: 3 clusters Score -9964350 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -9967580.000000 Penalty: 3661.621094
	Iteration 4F: 3 clusters Score -9967580 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -9972889.000000 Penalty: 3661.621094
	Iteration 5F: 3 clusters Score -9972889 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9979508.000000 Penalty: 3661.621094
	Iteration 6F: 3 clusters Score -9979508 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -9984096.000000 Penalty: 3661.621094
	Iteration 7F: 3 clusters Score -9984096 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -9986184.000000 Penalty: 3661.621094
	Iteration 8Q: 3 clusters Score -9986184 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -9987163.000000 Penalty: 3661.621094
	Iteration 9Q: 3 clusters Score -9987163 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9987836.000000 Penalty: 3661.621094
	Iteration 10Q: 3 clusters Score -9987836 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -9988225.000000 Penalty: 3661.621094
	Iteration 11Q: 3 clusters Score -9988225 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -9988451.000000 Penalty: 3661.621094
	Iteration 12Q: 3 clusters Score -9988451 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -9988562.000000 Penalty: 3661.621094
	Iteration 13Q: 3 clusters Score -9988562 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -9988671.000000 Penalty: 3661.621094
	Iteration 14Q: 3 clusters Score -9988671 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -9988674.000000 Penalty: 3661.621094
	Iteration 15Q: 3 clusters Score -9988674 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -9988678.000000 Penalty: 3661.621094
	Iteration 16Q: 3 clusters Score -9988678 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -9988709.000000 Penalty: 3661.621094
	Iteration 17Q: 3 clusters Score -9988709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -9988740.000000 Penalty: 3661.621094
	Iteration 18Q: 3 clusters Score -9988740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -9988758.000000 Penalty: 3661.621094
	Iteration 19Q: 3 clusters Score -9988758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -9988758.000000 Penalty: 3661.621094
	Iteration 20F: 3 clusters Score -9988758 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -9988761.000000 Penalty: 3661.621094
	Iteration 21Q: 3 clusters Score -9988761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -9988735.000000 Penalty: 3661.621094
	Iteration 22Q: 3 clusters Score -9988735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -9988740.000000 Penalty: 3661.621094
	Iteration 23Q: 3 clusters Score -9988740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -9988746.000000 Penalty: 3661.621094
	Iteration 24Q: 3 clusters Score -9988746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -9988733.000000 Penalty: 3661.621094
	Iteration 25Q: 3 clusters Score -9988733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9988738.000000 Penalty: 3661.621094
	Iteration 26Q: 3 clusters Score -9988738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -9988730.000000 Penalty: 3661.621094
	Iteration 27Q: 3 clusters Score -9988730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9988762.000000 Penalty: 3661.621094
	Iteration 28Q: 3 clusters Score -9988762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -9988752.000000 Penalty: 3661.621094
	Iteration 29Q: 3 clusters Score -9988752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -9988753.000000 Penalty: 3661.621094
	Iteration 30Q: 3 clusters Score -9988753 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -9988774.000000 Penalty: 3661.621094
	Iteration 31Q: 3 clusters Score -9988774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -9988779.000000 Penalty: 3661.621094
	Iteration 32Q: 3 clusters Score -9988779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -9988786.000000 Penalty: 3661.621094
	Iteration 33Q: 3 clusters Score -9988786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -9988787.000000 Penalty: 3661.621094
	Iteration 34Q: 3 clusters Score -9988787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -9988799.000000 Penalty: 3661.621094
	Iteration 35Q: 3 clusters Score -9988799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -9988816.000000 Penalty: 3661.621094
	Iteration 36Q: 3 clusters Score -9988816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -9988802.000000 Penalty: 3661.621094
	Iteration 37Q: 3 clusters Score -9988802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -9988791.000000 Penalty: 3661.621094
	Iteration 38Q: 3 clusters Score -9988791 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -9988810.000000 Penalty: 3661.621094
	Iteration 39Q: 3 clusters Score -9988810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -9988832.000000 Penalty: 3661.621094
	Iteration 40F: 3 clusters Score -9988832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -9988842.000000 Penalty: 3661.621094
	Iteration 41Q: 3 clusters Score -9988842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -9988856.000000 Penalty: 3661.621094
	Iteration 42Q: 3 clusters Score -9988856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -9988860.000000 Penalty: 3661.621094
	Iteration 43Q: 3 clusters Score -9988860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -9988862.000000 Penalty: 3661.621094
	Iteration 44Q: 3 clusters Score -9988862 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -9988850.000000 Penalty: 3661.621094
	Iteration 45Q: 3 clusters Score -9988850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -9988856.000000 Penalty: 3661.621094
	Iteration 46Q: 3 clusters Score -9988856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -9988848.000000 Penalty: 3661.621094
	Iteration 47Q: 3 clusters Score -9988848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -9988855.000000 Penalty: 3661.621094
	Iteration 48Q: 3 clusters Score -9988855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9988875.000000 Penalty: 3661.621094
	Iteration 49Q: 3 clusters Score -9988875 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -9988875.000000 Penalty: 3661.621094
	Iteration 50Q: 3 clusters Score -9988875 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -9988910.000000 Penalty: 3661.621094
	Iteration 51Q: 3 clusters Score -9988910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -9988885.000000 Penalty: 3661.621094
	Iteration 52Q: 3 clusters Score -9988885 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -9988899.000000 Penalty: 3661.621094
	Iteration 53Q: 3 clusters Score -9988899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -9988903.000000 Penalty: 3661.621094
	Iteration 54Q: 3 clusters Score -9988903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -9988904.000000 Penalty: 3661.621094
	Iteration 55Q: 3 clusters Score -9988904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -9988889.000000 Penalty: 3661.621094
	Iteration 56Q: 3 clusters Score -9988889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -9988907.000000 Penalty: 3661.621094
	Iteration 57Q: 3 clusters Score -9988907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -9988924.000000 Penalty: 3661.621094
	Iteration 58Q: 3 clusters Score -9988924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -9988939.000000 Penalty: 3661.621094
	Iteration 59Q: 3 clusters Score -9988939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -9988932.000000 Penalty: 3661.621094
	Iteration 60F: 3 clusters Score -9988932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -9988926.000000 Penalty: 3661.621094
	Iteration 61Q: 3 clusters Score -9988926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -9988923.000000 Penalty: 3661.621094
	Iteration 62Q: 3 clusters Score -9988923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -9988939.000000 Penalty: 3661.621094
	Iteration 63Q: 3 clusters Score -9988939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -9988931.000000 Penalty: 3661.621094
	Iteration 64Q: 3 clusters Score -9988931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -9988930.000000 Penalty: 3661.621094
	Iteration 65Q: 3 clusters Score -9988930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -9988943.000000 Penalty: 3661.621094
	Iteration 66Q: 3 clusters Score -9988943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -9988954.000000 Penalty: 3661.621094
	Iteration 67Q: 3 clusters Score -9988954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -9988942.000000 Penalty: 3661.621094
	Iteration 68Q: 3 clusters Score -9988942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -9988939.000000 Penalty: 3661.621094
	Iteration 69Q: 3 clusters Score -9988939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -9988942.000000 Penalty: 3661.621094
	Iteration 70Q: 3 clusters Score -9988942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -9988936.000000 Penalty: 3661.621094
	Iteration 71Q: 3 clusters Score -9988936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -9988957.000000 Penalty: 3661.621094
	Iteration 72Q: 3 clusters Score -9988957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -9988973.000000 Penalty: 3661.621094
	Iteration 73Q: 3 clusters Score -9988973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -9988976.000000 Penalty: 3661.621094
	Iteration 74Q: 3 clusters Score -9988976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -9988956.000000 Penalty: 3661.621094
	Iteration 75Q: 3 clusters Score -9988956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -9988942.000000 Penalty: 3661.621094
	Iteration 76Q: 3 clusters Score -9988942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -9988944.000000 Penalty: 3661.621094
	Iteration 77Q: 3 clusters Score -9988944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -9988941.000000 Penalty: 3661.621094
	Iteration 78Q: 3 clusters Score -9988941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -9988915.000000 Penalty: 3661.621094
	Iteration 79Q: 3 clusters Score -9988915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -9988916.000000 Penalty: 3661.621094
	Iteration 80F: 3 clusters Score -9988916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -9988921.000000 Penalty: 3661.621094
	Iteration 81Q: 3 clusters Score -9988921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -9988897.000000 Penalty: 3661.621094
	Iteration 82Q: 3 clusters Score -9988897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -9988901.000000 Penalty: 3661.621094
	Iteration 83Q: 3 clusters Score -9988901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -9988894.000000 Penalty: 3661.621094
	Iteration 84Q: 3 clusters Score -9988894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -9988916.000000 Penalty: 3661.621094
	Iteration 85Q: 3 clusters Score -9988916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -9988922.000000 Penalty: 3661.621094
	Iteration 86Q: 3 clusters Score -9988922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -9988904.000000 Penalty: 3661.621094
	Iteration 87Q: 3 clusters Score -9988904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -9988903.000000 Penalty: 3661.621094
	Iteration 88Q: 3 clusters Score -9988903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -9988896.000000 Penalty: 3661.621094
	Iteration 89Q: 3 clusters Score -9988896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -9988892.000000 Penalty: 3661.621094
	Iteration 90Q: 3 clusters Score -9988892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -9988890.000000 Penalty: 3661.621094
	Iteration 91Q: 3 clusters Score -9988890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -9988910.000000 Penalty: 3661.621094
	Iteration 92Q: 3 clusters Score -9988910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -9988916.000000 Penalty: 3661.621094
	Iteration 93Q: 3 clusters Score -9988916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -9988905.000000 Penalty: 3661.621094
	Iteration 94Q: 3 clusters Score -9988905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -9988910.000000 Penalty: 3661.621094
	Iteration 95Q: 3 clusters Score -9988910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -9988912.000000 Penalty: 3661.621094
	Iteration 96Q: 3 clusters Score -9988912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -9988898.000000 Penalty: 3661.621094
	Iteration 97Q: 3 clusters Score -9988898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9988896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -9988910.000000 Penalty: 3661.621094
	Iteration 99Q: 3 clusters Score -9988910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -9988881.000000 Penalty: 3661.621094
	Iteration 100F: 3 clusters Score -9988881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -9988870.000000 Penalty: 3661.621094
	Iteration 101Q: 3 clusters Score -9988870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -9988886.000000 Penalty: 3661.621094
	Iteration 102Q: 3 clusters Score -9988886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9988891.000000 Penalty: 3661.621094
	Iteration 103Q: 3 clusters Score -9988891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -9988878.000000 Penalty: 3661.621094
	Iteration 104Q: 3 clusters Score -9988878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -9988870.000000 Penalty: 3661.621094
	Iteration 105Q: 3 clusters Score -9988870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -9988857.000000 Penalty: 3661.621094
	Iteration 106Q: 3 clusters Score -9988857 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -9988860.000000 Penalty: 3661.621094
	Iteration 107Q: 3 clusters Score -9988860 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -9988870.000000 Penalty: 3661.621094
	Iteration 108Q: 3 clusters Score -9988870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -9988861.000000 Penalty: 3661.621094
	Iteration 109Q: 3 clusters Score -9988861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9988860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -9988854.000000 Penalty: 3661.621094
	Iteration 111Q: 3 clusters Score -9988854 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -9988871.000000 Penalty: 3661.621094
	Iteration 112Q: 3 clusters Score -9988871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9988886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -9988881.000000 Penalty: 3661.621094
	Iteration 114Q: 3 clusters Score -9988881 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9988890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -9988908.000000 Penalty: 3661.621094
	Iteration 116Q: 3 clusters Score -9988908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -9988915.000000 Penalty: 3661.621094
	Iteration 117Q: 3 clusters Score -9988915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -9988910.000000 Penalty: 3661.621094
	Iteration 118Q: 3 clusters Score -9988910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -9988900.000000 Penalty: 3661.621094
	Iteration 119Q: 3 clusters Score -9988900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -9988907.000000 Penalty: 3661.621094
	Iteration 120F: 3 clusters Score -9988907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -9988908.000000 Penalty: 3661.621094
	Iteration 121Q: 3 clusters Score -9988908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -9988907.000000 Penalty: 3661.621094
	Iteration 122Q: 3 clusters Score -9988907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -9988915.000000 Penalty: 3661.621094
	Iteration 123Q: 3 clusters Score -9988915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9988931.000000 Penalty: 3661.621094
	Iteration 124Q: 3 clusters Score -9988931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -9988913.000000 Penalty: 3661.621094
	Iteration 125Q: 3 clusters Score -9988913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -9988916.000000 Penalty: 3661.621094
	Iteration 126Q: 3 clusters Score -9988916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -9988923.000000 Penalty: 3661.621094
	Iteration 127Q: 3 clusters Score -9988923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -9988924.000000 Penalty: 3661.621094
	Iteration 128Q: 3 clusters Score -9988924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -9988933.000000 Penalty: 3661.621094
	Iteration 129Q: 3 clusters Score -9988933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -9988931.000000 Penalty: 3661.621094
	Iteration 130Q: 3 clusters Score -9988931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -9988938.000000 Penalty: 3661.621094
	Iteration 131Q: 3 clusters Score -9988938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -9988942.000000 Penalty: 3661.621094
	Iteration 132Q: 3 clusters Score -9988942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -9988958.000000 Penalty: 3661.621094
	Iteration 133Q: 3 clusters Score -9988958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -9988959.000000 Penalty: 3661.621094
	Iteration 134Q: 3 clusters Score -9988959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -9988963.000000 Penalty: 3661.621094
	Iteration 135Q: 3 clusters Score -9988963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -9988980.000000 Penalty: 3661.621094
	Iteration 136Q: 3 clusters Score -9988980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -9988992.000000 Penalty: 3661.621094
	Iteration 137Q: 3 clusters Score -9988992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -9988981.000000 Penalty: 3661.621094
	Iteration 138Q: 3 clusters Score -9988981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -9988988.000000 Penalty: 3661.621094
	Iteration 139Q: 3 clusters Score -9988988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -9988991.000000 Penalty: 3661.621094
	Iteration 140F: 3 clusters Score -9988991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -9988994.000000 Penalty: 3661.621094
	Iteration 141Q: 3 clusters Score -9988994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -9988982.000000 Penalty: 3661.621094
	Iteration 142Q: 3 clusters Score -9988982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -9988995.000000 Penalty: 3661.621094
	Iteration 143Q: 3 clusters Score -9988995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -9988987.000000 Penalty: 3661.621094
	Iteration 144Q: 3 clusters Score -9988987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -9988999.000000 Penalty: 3661.621094
	Iteration 145Q: 3 clusters Score -9988999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -9988985.000000 Penalty: 3661.621094
	Iteration 146Q: 3 clusters Score -9988985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -9988998.000000 Penalty: 3661.621094
	Iteration 147Q: 3 clusters Score -9988998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -9988987.000000 Penalty: 3661.621094
	Iteration 148Q: 3 clusters Score -9988987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -9988990.000000 Penalty: 3661.621094
	Iteration 149Q: 3 clusters Score -9988990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -9988990.000000 Penalty: 3661.621094
	Iteration 150Q: 3 clusters Score -9988990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -9989004.000000 Penalty: 3661.621094
	Iteration 151Q: 3 clusters Score -9989004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -9988996.000000 Penalty: 3661.621094
	Iteration 152Q: 3 clusters Score -9988996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -9989009.000000 Penalty: 3661.621094
	Iteration 153Q: 3 clusters Score -9989009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -9989026.000000 Penalty: 3661.621094
	Iteration 154Q: 3 clusters Score -9989026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -9989010.000000 Penalty: 3661.621094
	Iteration 155Q: 3 clusters Score -9989010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -9989019.000000 Penalty: 3661.621094
	Iteration 156Q: 3 clusters Score -9989019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -9989014.000000 Penalty: 3661.621094
	Iteration 157Q: 3 clusters Score -9989014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -9989016.000000 Penalty: 3661.621094
	Iteration 158Q: 3 clusters Score -9989016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -9989027.000000 Penalty: 3661.621094
	Iteration 159Q: 3 clusters Score -9989027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -9989025.000000 Penalty: 3661.621094
	Iteration 160F: 3 clusters Score -9989025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -9989015.000000 Penalty: 3661.621094
	Iteration 161Q: 3 clusters Score -9989015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -9989016.000000 Penalty: 3661.621094
	Iteration 162Q: 3 clusters Score -9989016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -9989015.000000 Penalty: 3661.621094
	Iteration 163Q: 3 clusters Score -9989015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -9989008.000000 Penalty: 3661.621094
	Iteration 164Q: 3 clusters Score -9989008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -9989010.000000 Penalty: 3661.621094
	Iteration 165Q: 3 clusters Score -9989010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -9989014.000000 Penalty: 3661.621094
	Iteration 166Q: 3 clusters Score -9989014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -9989019.000000 Penalty: 3661.621094
	Iteration 167Q: 3 clusters Score -9989019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -9989028.000000 Penalty: 3661.621094
	Iteration 168Q: 3 clusters Score -9989028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -9989038.000000 Penalty: 3661.621094
	Iteration 169Q: 3 clusters Score -9989038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -9989026.000000 Penalty: 3661.621094
	Iteration 170Q: 3 clusters Score -9989026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9989039.000000 Penalty: 3661.621094
	Iteration 171Q: 3 clusters Score -9989039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 172Q: 3 clusters Score -9989041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -9989026.000000 Penalty: 3661.621094
	Iteration 173Q: 3 clusters Score -9989026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -9989043.000000 Penalty: 3661.621094
	Iteration 174Q: 3 clusters Score -9989043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -9989028.000000 Penalty: 3661.621094
	Iteration 175Q: 3 clusters Score -9989028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -9989030.000000 Penalty: 3661.621094
	Iteration 176Q: 3 clusters Score -9989030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -9989040.000000 Penalty: 3661.621094
	Iteration 177Q: 3 clusters Score -9989040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 178Q: 3 clusters Score -9989041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -9989050.000000 Penalty: 3661.621094
	Iteration 179Q: 3 clusters Score -9989050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -9989052.000000 Penalty: 3661.621094
	Iteration 180F: 3 clusters Score -9989052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9989055.000000 Penalty: 3661.621094
	Iteration 181Q: 3 clusters Score -9989055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -9989044.000000 Penalty: 3661.621094
	Iteration 182Q: 3 clusters Score -9989044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -9989040.000000 Penalty: 3661.621094
	Iteration 183Q: 3 clusters Score -9989040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -9989034.000000 Penalty: 3661.621094
	Iteration 184Q: 3 clusters Score -9989034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -9989030.000000 Penalty: 3661.621094
	Iteration 185Q: 3 clusters Score -9989030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -9989031.000000 Penalty: 3661.621094
	Iteration 186Q: 3 clusters Score -9989031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -9989035.000000 Penalty: 3661.621094
	Iteration 187Q: 3 clusters Score -9989035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 188Q: 3 clusters Score -9989041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 189Q: 3 clusters Score -9989041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 190Q: 3 clusters Score -9989041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -9989042.000000 Penalty: 3661.621094
	Iteration 191Q: 3 clusters Score -9989042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -9989043.000000 Penalty: 3661.621094
	Iteration 192Q: 3 clusters Score -9989043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -9989041.000000 Penalty: 3661.621094
	Iteration 193Q: 3 clusters Score -9989041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -9989046.000000 Penalty: 3661.621094
	Iteration 194Q: 3 clusters Score -9989046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -9989046.000000 Penalty: 3661.621094
	Iteration 195F: 3 clusters Score -9989046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -52342.929688 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -52342.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51303.531250 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -51303.53 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51508.433594 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -51508.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51605.378906 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -51605.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51651.910156 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -51651.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51686.660156 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -51686.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51716.714844 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -51716.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51746.664062 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -51746.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51769.214844 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -51769.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51773.976562 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -51773.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51774.445312 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -51774.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51774.445312 Penalty: 2024.265991
	Iteration 10F: 3 clusters Score -51774.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -116661.375000 Penalty: 1111.588867
	Iteration 0F: 2 clusters Score -116661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115289.343750 Penalty: 2223.177734
	Iteration 0F: 3 clusters Score -115289.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115492.640625 Penalty: 2223.177734
	Iteration 1F: 3 clusters Score -115492.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115570.960938 Penalty: 2223.177734
	Iteration 2F: 3 clusters Score -115571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115610.367188 Penalty: 2223.177734
	Iteration 3Q: 3 clusters Score -115610.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115630.343750 Penalty: 2223.177734
	Iteration 4Q: 3 clusters Score -115630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115647.687500 Penalty: 2223.177734
	Iteration 5Q: 3 clusters Score -115647.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115653.351562 Penalty: 2223.177734
	Iteration 6Q: 3 clusters Score -115653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115657.601562 Penalty: 2223.177734
	Iteration 7Q: 3 clusters Score -115657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115660.156250 Penalty: 2223.177734
	Iteration 8Q: 3 clusters Score -115660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115663.257812 Penalty: 2223.177734
	Iteration 9Q: 3 clusters Score -115663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115666.281250 Penalty: 2223.177734
	Iteration 10Q: 3 clusters Score -115666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115669.054688 Penalty: 2223.177734
	Iteration 11Q: 3 clusters Score -115669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115669.054688 Penalty: 2223.177734
	Iteration 12F: 3 clusters Score -115669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -640891.625000 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -640891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -636900.687500 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -636900.7 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -638020.687500 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -638020.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -638165.437500 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -638165.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -638283.875000 Penalty: 2773.438477
	Iteration 3Q: 3 clusters Score -638283.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -638431.250000 Penalty: 2773.438477
	Iteration 4Q: 3 clusters Score -638431.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -638610.875000 Penalty: 2773.438477
	Iteration 5Q: 3 clusters Score -638610.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -638837.687500 Penalty: 2773.438477
	Iteration 6F: 3 clusters Score -638837.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -639123.687500 Penalty: 2773.438477
	Iteration 7F: 3 clusters Score -639123.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -639376.812500 Penalty: 2773.438477
	Iteration 8F: 3 clusters Score -639376.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -639540.125000 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -639540.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -639630.562500 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -639630.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -639677.625000 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -639677.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -639706.125000 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -639706.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -639722.375000 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -639722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -639734.125000 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -639734.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -639743.625000 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -639743.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -639753.812500 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -639753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -639756.500000 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -639756.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -639760.500000 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -639760.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -639763.062500 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -639763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -639766.000000 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -639766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -639766.000000 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -639766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -639768.062500 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -639768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -639769.187500 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -639769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -639770.687500 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -639770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -639773.062500 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -639773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -639774.250000 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -639774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -639777.625000 Penalty: 2773.438477
	Iteration 27Q: 3 clusters Score -639777.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -639779.250000 Penalty: 2773.438477
	Iteration 28Q: 3 clusters Score -639779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -639780.187500 Penalty: 2773.438477
	Iteration 29Q: 3 clusters Score -639780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -639782.312500 Penalty: 2773.438477
	Iteration 30Q: 3 clusters Score -639782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -639783.625000 Penalty: 2773.438477
	Iteration 31Q: 3 clusters Score -639783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -639785.125000 Penalty: 2773.438477
	Iteration 32Q: 3 clusters Score -639785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -639788.000000 Penalty: 2773.438477
	Iteration 33Q: 3 clusters Score -639788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -639789.625000 Penalty: 2773.438477
	Iteration 34Q: 3 clusters Score -639789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -639791.500000 Penalty: 2773.438477
	Iteration 35Q: 3 clusters Score -639791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -639792.437500 Penalty: 2773.438477
	Iteration 36Q: 3 clusters Score -639792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -639792.812500 Penalty: 2773.438477
	Iteration 37Q: 3 clusters Score -639792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -639792.750000 Penalty: 2773.438477
	Iteration 38Q: 3 clusters Score -639792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -639793.187500 Penalty: 2773.438477
	Iteration 39Q: 3 clusters Score -639793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -639793.562500 Penalty: 2773.438477
	Iteration 40F: 3 clusters Score -639793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -639795.125000 Penalty: 2773.438477
	Iteration 41Q: 3 clusters Score -639795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -639795.437500 Penalty: 2773.438477
	Iteration 42Q: 3 clusters Score -639795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -639797.562500 Penalty: 2773.438477
	Iteration 43Q: 3 clusters Score -639797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -639798.187500 Penalty: 2773.438477
	Iteration 44Q: 3 clusters Score -639798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -639798.062500 Penalty: 2773.438477
	Iteration 45Q: 3 clusters Score -639798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -639798.750000 Penalty: 2773.438477
	Iteration 46Q: 3 clusters Score -639798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -639798.062500 Penalty: 2773.438477
	Iteration 47Q: 3 clusters Score -639798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -639798.062500 Penalty: 2773.438477
	Iteration 48F: 3 clusters Score -639798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Entering Unmasked Estep 
Score: -5390134.500000 Penalty: 1730.903564
	Iteration 0F: 2 clusters Score -5390134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5361912.500000 Penalty: 3461.807129
	Iteration 0F: 3 clusters Score -5361912 nChanged 19646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -5373013.500000 Penalty: 3461.807129
	Iteration 1F: 3 clusters Score -5373014 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5373492.000000 Penalty: 3461.807129
	Iteration 2Q: 3 clusters Score -5373492 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5374003.000000 Penalty: 3461.807129
	Iteration 3Q: 3 clusters Score -5374003 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5374555.000000 Penalty: 3461.807129
	Iteration 4Q: 3 clusters Score -5374555 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5375389.000000 Penalty: 3461.807129
	Iteration 5Q: 3 clusters Score -5375389 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5376536.000000 Penalty: 3461.807129
	Iteration 6Q: 3 clusters Score -5376536 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5377889.500000 Penalty: 3461.807129
	Iteration 7Q: 3 clusters Score -5377890 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -5379576.000000 Penalty: 3461.807129
	Iteration 8F: 3 clusters Score -5379576 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5381185.500000 Penalty: 3461.807129
	Iteration 9F: 3 clusters Score -5381186 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5382521.500000 Penalty: 3461.807129
	Iteration 10F: 3 clusters Score -5382522 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5383393.500000 Penalty: 3461.807129
	Iteration 11Q: 3 clusters Score -5383394 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5383771.500000 Penalty: 3461.807129
	Iteration 12Q: 3 clusters Score -5383772 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5383935.500000 Penalty: 3461.807129
	Iteration 13Q: 3 clusters Score -5383936 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5384023.000000 Penalty: 3461.807129
	Iteration 14Q: 3 clusters Score -5384023 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -5384084.500000 Penalty: 3461.807129
	Iteration 15Q: 3 clusters Score -5384084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5384127.500000 Penalty: 3461.807129
	Iteration 16Q: 3 clusters Score -5384128 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5384177.500000 Penalty: 3461.807129
	Iteration 17Q: 3 clusters Score -5384178 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5384229.500000 Penalty: 3461.807129
	Iteration 18Q: 3 clusters Score -5384230 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5384282.500000 Penalty: 3461.807129
	Iteration 19Q: 3 clusters Score -5384282 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5384348.000000 Penalty: 3461.807129
	Iteration 20F: 3 clusters Score -5384348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5384379.000000 Penalty: 3461.807129
	Iteration 21Q: 3 clusters Score -5384379 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5384401.000000 Penalty: 3461.807129
	Iteration 22Q: 3 clusters Score -5384401 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5384426.500000 Penalty: 3461.807129
	Iteration 23Q: 3 clusters Score -5384426 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5384445.000000 Penalty: 3461.807129
	Iteration 24Q: 3 clusters Score -5384445 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5384496.000000 Penalty: 3461.807129
	Iteration 25Q: 3 clusters Score -5384496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5384522.500000 Penalty: 3461.807129
	Iteration 26Q: 3 clusters Score -5384522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5384543.500000 Penalty: 3461.807129
	Iteration 27Q: 3 clusters Score -5384544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5384560.000000 Penalty: 3461.807129
	Iteration 28Q: 3 clusters Score -5384560 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5384594.500000 Penalty: 3461.807129
	Iteration 29Q: 3 clusters Score -5384594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5384618.500000 Penalty: 3461.807129
	Iteration 30Q: 3 clusters Score -5384618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5384636.500000 Penalty: 3461.807129
	Iteration 31Q: 3 clusters Score -5384636 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -5384647.000000 Penalty: 3461.807129
	Iteration 32Q: 3 clusters Score -5384647 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5384671.000000 Penalty: 3461.807129
	Iteration 33Q: 3 clusters Score -5384671 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5384686.000000 Penalty: 3461.807129
	Iteration 34Q: 3 clusters Score -5384686 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5384685.000000 Penalty: 3461.807129
	Iteration 35Q: 3 clusters Score -5384685 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -5384707.500000 Penalty: 3461.807129
	Iteration 36Q: 3 clusters Score -5384708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5384732.500000 Penalty: 3461.807129
	Iteration 37Q: 3 clusters Score -5384732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5384747.500000 Penalty: 3461.807129
	Iteration 38Q: 3 clusters Score -5384748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5384766.000000 Penalty: 3461.807129
	Iteration 39Q: 3 clusters Score -5384766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5384779.000000 Penalty: 3461.807129
	Iteration 40F: 3 clusters Score -5384779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -5384823.000000 Penalty: 3461.807129
	Iteration 41Q: 3 clusters Score -5384823 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5384825.500000 Penalty: 3461.807129
	Iteration 42Q: 3 clusters Score -5384826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5384824.500000 Penalty: 3461.807129
	Iteration 43Q: 3 clusters Score -5384824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5384842.500000 Penalty: 3461.807129
	Iteration 44Q: 3 clusters Score -5384842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5384851.000000 Penalty: 3461.807129
	Iteration 45Q: 3 clusters Score -5384851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -5384864.000000 Penalty: 3461.807129
	Iteration 46Q: 3 clusters Score -5384864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -5384872.000000 Penalty: 3461.807129
	Iteration 47Q: 3 clusters Score -5384872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5384905.000000 Penalty: 3461.807129
	Iteration 48Q: 3 clusters Score -5384905 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5384923.500000 Penalty: 3461.807129
	Iteration 49Q: 3 clusters Score -5384924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -5384939.000000 Penalty: 3461.807129
	Iteration 50Q: 3 clusters Score -5384939 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5384959.500000 Penalty: 3461.807129
	Iteration 51Q: 3 clusters Score -5384960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5384996.500000 Penalty: 3461.807129
	Iteration 52Q: 3 clusters Score -5384996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5385012.000000 Penalty: 3461.807129
	Iteration 53Q: 3 clusters Score -5385012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -5385044.500000 Penalty: 3461.807129
	Iteration 54Q: 3 clusters Score -5385044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5385068.000000 Penalty: 3461.807129
	Iteration 55Q: 3 clusters Score -5385068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -5385097.500000 Penalty: 3461.807129
	Iteration 56Q: 3 clusters Score -5385098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5385108.500000 Penalty: 3461.807129
	Iteration 57Q: 3 clusters Score -5385108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5385104.500000 Penalty: 3461.807129
	Iteration 58Q: 3 clusters Score -5385104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -5385114.000000 Penalty: 3461.807129
	Iteration 59Q: 3 clusters Score -5385114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5385118.000000 Penalty: 3461.807129
	Iteration 60F: 3 clusters Score -5385118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5385134.000000 Penalty: 3461.807129
	Iteration 61Q: 3 clusters Score -5385134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5385141.500000 Penalty: 3461.807129
	Iteration 62Q: 3 clusters Score -5385142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5385135.500000 Penalty: 3461.807129
	Iteration 63Q: 3 clusters Score -5385136 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5385142.000000 Penalty: 3461.807129
	Iteration 64Q: 3 clusters Score -5385142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5385161.500000 Penalty: 3461.807129
	Iteration 65Q: 3 clusters Score -5385162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5385162.000000 Penalty: 3461.807129
	Iteration 66Q: 3 clusters Score -5385162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5385166.000000 Penalty: 3461.807129
	Iteration 67Q: 3 clusters Score -5385166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5385180.500000 Penalty: 3461.807129
	Iteration 68Q: 3 clusters Score -5385180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -5385188.500000 Penalty: 3461.807129
	Iteration 69Q: 3 clusters Score -5385188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5385188.000000 Penalty: 3461.807129
	Iteration 70Q: 3 clusters Score -5385188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -5385203.000000 Penalty: 3461.807129
	Iteration 71Q: 3 clusters Score -5385203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -5385205.000000 Penalty: 3461.807129
	Iteration 72Q: 3 clusters Score -5385205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5385208.500000 Penalty: 3461.807129
	Iteration 73Q: 3 clusters Score -5385208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5385232.500000 Penalty: 3461.807129
	Iteration 74Q: 3 clusters Score -5385232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5385242.500000 Penalty: 3461.807129
	Iteration 75Q: 3 clusters Score -5385242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5385245.000000 Penalty: 3461.807129
	Iteration 76Q: 3 clusters Score -5385245 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5385256.500000 Penalty: 3461.807129
	Iteration 77Q: 3 clusters Score -5385256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5385259.500000 Penalty: 3461.807129
	Iteration 78Q: 3 clusters Score -5385260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5385259.500000 Penalty: 3461.807129
	Iteration 79Q: 3 clusters Score -5385260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5385260.500000 Penalty: 3461.807129
	Iteration 80F: 3 clusters Score -5385260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5385271.000000 Penalty: 3461.807129
	Iteration 81Q: 3 clusters Score -5385271 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5385289.000000 Penalty: 3461.807129
	Iteration 82Q: 3 clusters Score -5385289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5385284.500000 Penalty: 3461.807129
	Iteration 83Q: 3 clusters Score -5385284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5385295.000000 Penalty: 3461.807129
	Iteration 84Q: 3 clusters Score -5385295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5385291.500000 Penalty: 3461.807129
	Iteration 85Q: 3 clusters Score -5385292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5385292.500000 Penalty: 3461.807129
	Iteration 86Q: 3 clusters Score -5385292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5385294.000000 Penalty: 3461.807129
	Iteration 87Q: 3 clusters Score -5385294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5385337.500000 Penalty: 3461.807129
	Iteration 88Q: 3 clusters Score -5385338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5385369.000000 Penalty: 3461.807129
	Iteration 89Q: 3 clusters Score -5385369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5385392.000000 Penalty: 3461.807129
	Iteration 90Q: 3 clusters Score -5385392 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5385424.000000 Penalty: 3461.807129
	Iteration 91Q: 3 clusters Score -5385424 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5385444.500000 Penalty: 3461.807129
	Iteration 92Q: 3 clusters Score -5385444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5385445.500000 Penalty: 3461.807129
	Iteration 93Q: 3 clusters Score -5385446 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5385468.500000 Penalty: 3461.807129
	Iteration 94Q: 3 clusters Score -5385468 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5385511.500000 Penalty: 3461.807129
	Iteration 95Q: 3 clusters Score -5385512 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5385525.500000 Penalty: 3461.807129
	Iteration 96Q: 3 clusters Score -5385526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5385579.500000 Penalty: 3461.807129
	Iteration 97Q: 3 clusters Score -5385580 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5385623.500000 Penalty: 3461.807129
	Iteration 98Q: 3 clusters Score -5385624 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5385673.000000 Penalty: 3461.807129
	Iteration 99Q: 3 clusters Score -5385673 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5385700.500000 Penalty: 3461.807129
	Iteration 100F: 3 clusters Score -5385700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5385742.500000 Penalty: 3461.807129
	Iteration 101Q: 3 clusters Score -5385742 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5385817.500000 Penalty: 3461.807129
	Iteration 102Q: 3 clusters Score -5385818 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5385828.000000 Penalty: 3461.807129
	Iteration 103Q: 3 clusters Score -5385828 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5385884.500000 Penalty: 3461.807129
	Iteration 104Q: 3 clusters Score -5385884 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5385931.500000 Penalty: 3461.807129
	Iteration 105Q: 3 clusters Score -5385932 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5386004.000000 Penalty: 3461.807129
	Iteration 106Q: 3 clusters Score -5386004 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5386071.000000 Penalty: 3461.807129
	Iteration 107Q: 3 clusters Score -5386071 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5386136.500000 Penalty: 3461.807129
	Iteration 108Q: 3 clusters Score -5386136 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -5386190.500000 Penalty: 3461.807129
	Iteration 109Q: 3 clusters Score -5386190 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5386256.000000 Penalty: 3461.807129
	Iteration 110Q: 3 clusters Score -5386256 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5386297.500000 Penalty: 3461.807129
	Iteration 111Q: 3 clusters Score -5386298 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5386350.500000 Penalty: 3461.807129
	Iteration 112Q: 3 clusters Score -5386350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5386415.500000 Penalty: 3461.807129
	Iteration 113Q: 3 clusters Score -5386416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5386452.500000 Penalty: 3461.807129
	Iteration 114Q: 3 clusters Score -5386452 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5386473.500000 Penalty: 3461.807129
	Iteration 115Q: 3 clusters Score -5386474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5386534.000000 Penalty: 3461.807129
	Iteration 116Q: 3 clusters Score -5386534 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -5386573.000000 Penalty: 3461.807129
	Iteration 117Q: 3 clusters Score -5386573 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5386603.500000 Penalty: 3461.807129
	Iteration 118Q: 3 clusters Score -5386604 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -5386645.500000 Penalty: 3461.807129
	Iteration 119Q: 3 clusters Score -5386646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5386681.000000 Penalty: 3461.807129
	Iteration 120F: 3 clusters Score -5386681 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5386707.000000 Penalty: 3461.807129
	Iteration 121Q: 3 clusters Score -5386707 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5386735.500000 Penalty: 3461.807129
	Iteration 122Q: 3 clusters Score -5386736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -5386775.000000 Penalty: 3461.807129
	Iteration 123Q: 3 clusters Score -5386775 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5386816.500000 Penalty: 3461.807129
	Iteration 124Q: 3 clusters Score -5386816 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5386857.500000 Penalty: 3461.807129
	Iteration 125Q: 3 clusters Score -5386858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5386908.000000 Penalty: 3461.807129
	Iteration 126Q: 3 clusters Score -5386908 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -5386934.500000 Penalty: 3461.807129
	Iteration 127Q: 3 clusters Score -5386934 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5386964.500000 Penalty: 3461.807129
	Iteration 128Q: 3 clusters Score -5386964 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5386981.000000 Penalty: 3461.807129
	Iteration 129Q: 3 clusters Score -5386981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5387019.000000 Penalty: 3461.807129
	Iteration 130Q: 3 clusters Score -5387019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5387049.500000 Penalty: 3461.807129
	Iteration 131Q: 3 clusters Score -5387050 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -5387089.500000 Penalty: 3461.807129
	Iteration 132Q: 3 clusters Score -5387090 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5387144.000000 Penalty: 3461.807129
	Iteration 133Q: 3 clusters Score -5387144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -5387154.000000 Penalty: 3461.807129
	Iteration 134Q: 3 clusters Score -5387154 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5387169.000000 Penalty: 3461.807129
	Iteration 135Q: 3 clusters Score -5387169 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -5387208.500000 Penalty: 3461.807129
	Iteration 136Q: 3 clusters Score -5387208 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -5387226.000000 Penalty: 3461.807129
	Iteration 137Q: 3 clusters Score -5387226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5387229.500000 Penalty: 3461.807129
	Iteration 138Q: 3 clusters Score -5387230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5387261.500000 Penalty: 3461.807129
	Iteration 139Q: 3 clusters Score -5387262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -5387296.000000 Penalty: 3461.807129
	Iteration 140F: 3 clusters Score -5387296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5387313.500000 Penalty: 3461.807129
	Iteration 141Q: 3 clusters Score -5387314 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5387327.500000 Penalty: 3461.807129
	Iteration 142Q: 3 clusters Score -5387328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5387370.000000 Penalty: 3461.807129
	Iteration 143Q: 3 clusters Score -5387370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5387393.000000 Penalty: 3461.807129
	Iteration 144Q: 3 clusters Score -5387393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5387413.500000 Penalty: 3461.807129
	Iteration 145Q: 3 clusters Score -5387414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5387439.500000 Penalty: 3461.807129
	Iteration 146Q: 3 clusters Score -5387440 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5387466.500000 Penalty: 3461.807129
	Iteration 147Q: 3 clusters Score -5387466 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5387485.500000 Penalty: 3461.807129
	Iteration 148Q: 3 clusters Score -5387486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5387522.500000 Penalty: 3461.807129
	Iteration 149Q: 3 clusters Score -5387522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5387548.000000 Penalty: 3461.807129
	Iteration 150Q: 3 clusters Score -5387548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5387548.500000 Penalty: 3461.807129
	Iteration 151Q: 3 clusters Score -5387548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -5387564.000000 Penalty: 3461.807129
	Iteration 152Q: 3 clusters Score -5387564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -5387585.000000 Penalty: 3461.807129
	Iteration 153Q: 3 clusters Score -5387585 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5387610.500000 Penalty: 3461.807129
	Iteration 154Q: 3 clusters Score -5387610 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5387640.500000 Penalty: 3461.807129
	Iteration 155Q: 3 clusters Score -5387640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5387670.000000 Penalty: 3461.807129
	Iteration 156Q: 3 clusters Score -5387670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5387687.500000 Penalty: 3461.807129
	Iteration 157Q: 3 clusters Score -5387688 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5387725.500000 Penalty: 3461.807129
	Iteration 158Q: 3 clusters Score -5387726 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5387757.000000 Penalty: 3461.807129
	Iteration 159Q: 3 clusters Score -5387757 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -5387800.000000 Penalty: 3461.807129
	Iteration 160F: 3 clusters Score -5387800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5387831.500000 Penalty: 3461.807129
	Iteration 161Q: 3 clusters Score -5387832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5387845.000000 Penalty: 3461.807129
	Iteration 162Q: 3 clusters Score -5387845 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -5387875.000000 Penalty: 3461.807129
	Iteration 163Q: 3 clusters Score -5387875 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5387914.000000 Penalty: 3461.807129
	Iteration 164Q: 3 clusters Score -5387914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5387934.000000 Penalty: 3461.807129
	Iteration 165Q: 3 clusters Score -5387934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5387965.000000 Penalty: 3461.807129
	Iteration 166Q: 3 clusters Score -5387965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5387988.500000 Penalty: 3461.807129
	Iteration 167Q: 3 clusters Score -5387988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5388009.500000 Penalty: 3461.807129
	Iteration 168Q: 3 clusters Score -5388010 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5388035.500000 Penalty: 3461.807129
	Iteration 169Q: 3 clusters Score -5388036 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5388073.500000 Penalty: 3461.807129
	Iteration 170Q: 3 clusters Score -5388074 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5388109.000000 Penalty: 3461.807129
	Iteration 171Q: 3 clusters Score -5388109 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5388151.000000 Penalty: 3461.807129
	Iteration 172Q: 3 clusters Score -5388151 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5388200.000000 Penalty: 3461.807129
	Iteration 173Q: 3 clusters Score -5388200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5388204.000000 Penalty: 3461.807129
	Iteration 174Q: 3 clusters Score -5388204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5388236.000000 Penalty: 3461.807129
	Iteration 175Q: 3 clusters Score -5388236 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5388281.500000 Penalty: 3461.807129
	Iteration 176Q: 3 clusters Score -5388282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5388289.000000 Penalty: 3461.807129
	Iteration 177Q: 3 clusters Score -5388289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5388297.000000 Penalty: 3461.807129
	Iteration 178Q: 3 clusters Score -5388297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5388325.500000 Penalty: 3461.807129
	Iteration 179Q: 3 clusters Score -5388326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5388331.500000 Penalty: 3461.807129
	Iteration 180F: 3 clusters Score -5388332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5388350.000000 Penalty: 3461.807129
	Iteration 181Q: 3 clusters Score -5388350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5388373.000000 Penalty: 3461.807129
	Iteration 182Q: 3 clusters Score -5388373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5388386.000000 Penalty: 3461.807129
	Iteration 183Q: 3 clusters Score -5388386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5388402.000000 Penalty: 3461.807129
	Iteration 184Q: 3 clusters Score -5388402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5388429.000000 Penalty: 3461.807129
	Iteration 185Q: 3 clusters Score -5388429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5388441.000000 Penalty: 3461.807129
	Iteration 186Q: 3 clusters Score -5388441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5388445.500000 Penalty: 3461.807129
	Iteration 187Q: 3 clusters Score -5388446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5388465.500000 Penalty: 3461.807129
	Iteration 188Q: 3 clusters Score -5388466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5388469.500000 Penalty: 3461.807129
	Iteration 189Q: 3 clusters Score -5388470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5388472.500000 Penalty: 3461.807129
	Iteration 190Q: 3 clusters Score -5388472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5388482.500000 Penalty: 3461.807129
	Iteration 191Q: 3 clusters Score -5388482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5388483.000000 Penalty: 3461.807129
	Iteration 192Q: 3 clusters Score -5388483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5388481.000000 Penalty: 3461.807129
	Iteration 193Q: 3 clusters Score -5388481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5388488.000000 Penalty: 3461.807129
	Iteration 194Q: 3 clusters Score -5388488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5388508.500000 Penalty: 3461.807129
	Iteration 195Q: 3 clusters Score -5388508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5388506.000000 Penalty: 3461.807129
	Iteration 196Q: 3 clusters Score -5388506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5388509.000000 Penalty: 3461.807129
	Iteration 197Q: 3 clusters Score -5388509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5388501.000000 Penalty: 3461.807129
	Iteration 198Q: 3 clusters Score -5388501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5388505.500000 Penalty: 3461.807129
	Iteration 199Q: 3 clusters Score -5388506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5388506.500000 Penalty: 3461.807129
	Iteration 200F: 3 clusters Score -5388506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5388499.500000 Penalty: 3461.807129
	Iteration 201Q: 3 clusters Score -5388500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5388510.500000 Penalty: 3461.807129
	Iteration 202Q: 3 clusters Score -5388510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5388504.000000 Penalty: 3461.807129
	Iteration 203Q: 3 clusters Score -5388504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -5388516.000000 Penalty: 3461.807129
	Iteration 204Q: 3 clusters Score -5388516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5388515.500000 Penalty: 3461.807129
	Iteration 205Q: 3 clusters Score -5388516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5388513.000000 Penalty: 3461.807129
	Iteration 206Q: 3 clusters Score -5388513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5388516.000000 Penalty: 3461.807129
	Iteration 207Q: 3 clusters Score -5388516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5388517.500000 Penalty: 3461.807129
	Iteration 208Q: 3 clusters Score -5388518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5388521.000000 Penalty: 3461.807129
	Iteration 209Q: 3 clusters Score -5388521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5388520.500000 Penalty: 3461.807129
	Iteration 210Q: 3 clusters Score -5388520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5388516.000000 Penalty: 3461.807129
	Iteration 211Q: 3 clusters Score -5388516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5388515.000000 Penalty: 3461.807129
	Iteration 212Q: 3 clusters Score -5388515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5388515.000000 Penalty: 3461.807129
	Iteration 213Q: 3 clusters Score -5388515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5388518.000000 Penalty: 3461.807129
	Iteration 214Q: 3 clusters Score -5388518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5388520.500000 Penalty: 3461.807129
	Iteration 215Q: 3 clusters Score -5388520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5388520.500000 Penalty: 3461.807129
	Iteration 216F: 3 clusters Score -5388520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -514162.218750 Penalty: 1362.790161
	Iteration 0F: 2 clusters Score -514162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -510597.031250 Penalty: 2725.580322
	Iteration 0F: 3 clusters Score -510597 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -511686.781250 Penalty: 2725.580322
	Iteration 1F: 3 clusters Score -511686.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -511878.406250 Penalty: 2725.580322
	Iteration 2F: 3 clusters Score -511878.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -512003.593750 Penalty: 2725.580322
	Iteration 3F: 3 clusters Score -512003.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -512096.156250 Penalty: 2725.580322
	Iteration 4Q: 3 clusters Score -512096.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -512155.312500 Penalty: 2725.580322
	Iteration 5Q: 3 clusters Score -512155.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -512203.093750 Penalty: 2725.580322
	Iteration 6Q: 3 clusters Score -512203.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -512252.718750 Penalty: 2725.580322
	Iteration 7Q: 3 clusters Score -512252.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -512299.031250 Penalty: 2725.580322
	Iteration 8Q: 3 clusters Score -512299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -512352.281250 Penalty: 2725.580322
	Iteration 9Q: 3 clusters Score -512352.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -512403.906250 Penalty: 2725.580322
	Iteration 10Q: 3 clusters Score -512403.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -512466.281250 Penalty: 2725.580322
	Iteration 11Q: 3 clusters Score -512466.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -512550.781250 Penalty: 2725.580322
	Iteration 12Q: 3 clusters Score -512550.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -512661.875000 Penalty: 2725.580322
	Iteration 13Q: 3 clusters Score -512661.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -512755.062500 Penalty: 2725.580322
	Iteration 14Q: 3 clusters Score -512755.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -512817.406250 Penalty: 2725.580322
	Iteration 15Q: 3 clusters Score -512817.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -512857.500000 Penalty: 2725.580322
	Iteration 16Q: 3 clusters Score -512857.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -512892.031250 Penalty: 2725.580322
	Iteration 17Q: 3 clusters Score -512892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -512923.437500 Penalty: 2725.580322
	Iteration 18Q: 3 clusters Score -512923.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -512944.875000 Penalty: 2725.580322
	Iteration 19Q: 3 clusters Score -512944.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -512959.687500 Penalty: 2725.580322
	Iteration 20F: 3 clusters Score -512959.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -512971.500000 Penalty: 2725.580322
	Iteration 21Q: 3 clusters Score -512971.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -512982.718750 Penalty: 2725.580322
	Iteration 22Q: 3 clusters Score -512982.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -512998.062500 Penalty: 2725.580322
	Iteration 23Q: 3 clusters Score -512998.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -513016.500000 Penalty: 2725.580322
	Iteration 24Q: 3 clusters Score -513016.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -513027.875000 Penalty: 2725.580322
	Iteration 25Q: 3 clusters Score -513027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -513035.125000 Penalty: 2725.580322
	Iteration 26Q: 3 clusters Score -513035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -513045.875000 Penalty: 2725.580322
	Iteration 27Q: 3 clusters Score -513045.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -513057.187500 Penalty: 2725.580322
	Iteration 28Q: 3 clusters Score -513057.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -513065.281250 Penalty: 2725.580322
	Iteration 29Q: 3 clusters Score -513065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -513069.093750 Penalty: 2725.580322
	Iteration 30Q: 3 clusters Score -513069.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -513071.437500 Penalty: 2725.580322
	Iteration 31Q: 3 clusters Score -513071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -513073.062500 Penalty: 2725.580322
	Iteration 32Q: 3 clusters Score -513073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -513075.187500 Penalty: 2725.580322
	Iteration 33Q: 3 clusters Score -513075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -513075.906250 Penalty: 2725.580322
	Iteration 34Q: 3 clusters Score -513075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -513076.593750 Penalty: 2725.580322
	Iteration 35Q: 3 clusters Score -513076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -513079.812500 Penalty: 2725.580322
	Iteration 36Q: 3 clusters Score -513079.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -513080.406250 Penalty: 2725.580322
	Iteration 37Q: 3 clusters Score -513080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -513082.593750 Penalty: 2725.580322
	Iteration 38Q: 3 clusters Score -513082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -513084.875000 Penalty: 2725.580322
	Iteration 39Q: 3 clusters Score -513084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -513087.968750 Penalty: 2725.580322
	Iteration 40F: 3 clusters Score -513088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -513091.875000 Penalty: 2725.580322
	Iteration 41Q: 3 clusters Score -513091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -513095.406250 Penalty: 2725.580322
	Iteration 42Q: 3 clusters Score -513095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -513097.750000 Penalty: 2725.580322
	Iteration 43Q: 3 clusters Score -513097.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -513099.250000 Penalty: 2725.580322
	Iteration 44Q: 3 clusters Score -513099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -513101.593750 Penalty: 2725.580322
	Iteration 45Q: 3 clusters Score -513101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -513102.843750 Penalty: 2725.580322
	Iteration 46Q: 3 clusters Score -513102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -513105.375000 Penalty: 2725.580322
	Iteration 47Q: 3 clusters Score -513105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -513110.906250 Penalty: 2725.580322
	Iteration 48Q: 3 clusters Score -513110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -513113.062500 Penalty: 2725.580322
	Iteration 49Q: 3 clusters Score -513113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -513113.906250 Penalty: 2725.580322
	Iteration 50Q: 3 clusters Score -513113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -513114.125000 Penalty: 2725.580322
	Iteration 51Q: 3 clusters Score -513114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -513113.812500 Penalty: 2725.580322
	Iteration 52Q: 3 clusters Score -513113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -513114.500000 Penalty: 2725.580322
	Iteration 53Q: 3 clusters Score -513114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -513114.500000 Penalty: 2725.580322
	Iteration 54F: 3 clusters Score -513114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Entering Unmasked Estep 
Score: -3317083.250000 Penalty: 1652.269409
	Iteration 0F: 2 clusters Score -3317083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3299446.000000 Penalty: 3304.538818
	Iteration 0F: 3 clusters Score -3299446 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3306129.750000 Penalty: 3304.538818
	Iteration 1F: 3 clusters Score -3306130 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3306560.250000 Penalty: 3304.538818
	Iteration 2Q: 3 clusters Score -3306560 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3307019.000000 Penalty: 3304.538818
	Iteration 3Q: 3 clusters Score -3307019 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3307555.750000 Penalty: 3304.538818
	Iteration 4Q: 3 clusters Score -3307556 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3308144.250000 Penalty: 3304.538818
	Iteration 5Q: 3 clusters Score -3308144 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3308924.250000 Penalty: 3304.538818
	Iteration 6Q: 3 clusters Score -3308924 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3309912.500000 Penalty: 3304.538818
	Iteration 7F: 3 clusters Score -3309912 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3311046.000000 Penalty: 3304.538818
	Iteration 8F: 3 clusters Score -3311046 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3311999.000000 Penalty: 3304.538818
	Iteration 9F: 3 clusters Score -3311999 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3312504.250000 Penalty: 3304.538818
	Iteration 10Q: 3 clusters Score -3312504 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3312748.000000 Penalty: 3304.538818
	Iteration 11Q: 3 clusters Score -3312748 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3312899.750000 Penalty: 3304.538818
	Iteration 12Q: 3 clusters Score -3312900 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3313014.000000 Penalty: 3304.538818
	Iteration 13Q: 3 clusters Score -3313014 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3313106.000000 Penalty: 3304.538818
	Iteration 14Q: 3 clusters Score -3313106 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3313226.000000 Penalty: 3304.538818
	Iteration 15Q: 3 clusters Score -3313226 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3313380.750000 Penalty: 3304.538818
	Iteration 16Q: 3 clusters Score -3313381 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3313506.500000 Penalty: 3304.538818
	Iteration 17Q: 3 clusters Score -3313506 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3313622.500000 Penalty: 3304.538818
	Iteration 18Q: 3 clusters Score -3313622 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3313681.250000 Penalty: 3304.538818
	Iteration 19Q: 3 clusters Score -3313681 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3313746.500000 Penalty: 3304.538818
	Iteration 20F: 3 clusters Score -3313746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3313798.250000 Penalty: 3304.538818
	Iteration 21Q: 3 clusters Score -3313798 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3313857.000000 Penalty: 3304.538818
	Iteration 22Q: 3 clusters Score -3313857 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3313895.500000 Penalty: 3304.538818
	Iteration 23Q: 3 clusters Score -3313896 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3313947.500000 Penalty: 3304.538818
	Iteration 24Q: 3 clusters Score -3313948 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3313966.000000 Penalty: 3304.538818
	Iteration 25Q: 3 clusters Score -3313966 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3313982.500000 Penalty: 3304.538818
	Iteration 26Q: 3 clusters Score -3313982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3313998.250000 Penalty: 3304.538818
	Iteration 27Q: 3 clusters Score -3313998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3314020.750000 Penalty: 3304.538818
	Iteration 28Q: 3 clusters Score -3314021 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3314046.000000 Penalty: 3304.538818
	Iteration 29Q: 3 clusters Score -3314046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3314056.500000 Penalty: 3304.538818
	Iteration 30Q: 3 clusters Score -3314056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3314074.750000 Penalty: 3304.538818
	Iteration 31Q: 3 clusters Score -3314075 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3314104.750000 Penalty: 3304.538818
	Iteration 32Q: 3 clusters Score -3314105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3314108.250000 Penalty: 3304.538818
	Iteration 33Q: 3 clusters Score -3314108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3314120.000000 Penalty: 3304.538818
	Iteration 34Q: 3 clusters Score -3314120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3314141.750000 Penalty: 3304.538818
	Iteration 35Q: 3 clusters Score -3314142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3314147.250000 Penalty: 3304.538818
	Iteration 36Q: 3 clusters Score -3314147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3314167.750000 Penalty: 3304.538818
	Iteration 37Q: 3 clusters Score -3314168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3314164.000000 Penalty: 3304.538818
	Iteration 38Q: 3 clusters Score -3314164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3314176.500000 Penalty: 3304.538818
	Iteration 39Q: 3 clusters Score -3314176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3314192.750000 Penalty: 3304.538818
	Iteration 40F: 3 clusters Score -3314193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3314188.750000 Penalty: 3304.538818
	Iteration 41Q: 3 clusters Score -3314189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3314196.500000 Penalty: 3304.538818
	Iteration 42Q: 3 clusters Score -3314196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3314206.250000 Penalty: 3304.538818
	Iteration 43Q: 3 clusters Score -3314206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3314214.250000 Penalty: 3304.538818
	Iteration 44Q: 3 clusters Score -3314214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3314230.500000 Penalty: 3304.538818
	Iteration 45Q: 3 clusters Score -3314230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3314243.500000 Penalty: 3304.538818
	Iteration 46Q: 3 clusters Score -3314244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3314245.750000 Penalty: 3304.538818
	Iteration 47Q: 3 clusters Score -3314246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3314249.500000 Penalty: 3304.538818
	Iteration 48Q: 3 clusters Score -3314250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3314261.750000 Penalty: 3304.538818
	Iteration 49Q: 3 clusters Score -3314262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3314275.000000 Penalty: 3304.538818
	Iteration 50Q: 3 clusters Score -3314275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3314273.500000 Penalty: 3304.538818
	Iteration 51Q: 3 clusters Score -3314274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3314271.250000 Penalty: 3304.538818
	Iteration 52Q: 3 clusters Score -3314271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3314280.750000 Penalty: 3304.538818
	Iteration 53Q: 3 clusters Score -3314281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3314285.000000 Penalty: 3304.538818
	Iteration 54Q: 3 clusters Score -3314285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3314293.750000 Penalty: 3304.538818
	Iteration 55Q: 3 clusters Score -3314294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3314302.500000 Penalty: 3304.538818
	Iteration 56Q: 3 clusters Score -3314302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3314306.000000 Penalty: 3304.538818
	Iteration 57Q: 3 clusters Score -3314306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3314302.750000 Penalty: 3304.538818
	Iteration 58Q: 3 clusters Score -3314303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3314315.250000 Penalty: 3304.538818
	Iteration 59Q: 3 clusters Score -3314315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3314318.250000 Penalty: 3304.538818
	Iteration 60F: 3 clusters Score -3314318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3314313.750000 Penalty: 3304.538818
	Iteration 61Q: 3 clusters Score -3314314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3314326.250000 Penalty: 3304.538818
	Iteration 62Q: 3 clusters Score -3314326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3314327.500000 Penalty: 3304.538818
	Iteration 63Q: 3 clusters Score -3314328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3314342.500000 Penalty: 3304.538818
	Iteration 64Q: 3 clusters Score -3314342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3314355.250000 Penalty: 3304.538818
	Iteration 65Q: 3 clusters Score -3314355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3314358.250000 Penalty: 3304.538818
	Iteration 66Q: 3 clusters Score -3314358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3314370.750000 Penalty: 3304.538818
	Iteration 67Q: 3 clusters Score -3314371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3314373.500000 Penalty: 3304.538818
	Iteration 68Q: 3 clusters Score -3314374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3314370.250000 Penalty: 3304.538818
	Iteration 69Q: 3 clusters Score -3314370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3314383.000000 Penalty: 3304.538818
	Iteration 70Q: 3 clusters Score -3314383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3314388.250000 Penalty: 3304.538818
	Iteration 71Q: 3 clusters Score -3314388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3314394.250000 Penalty: 3304.538818
	Iteration 72Q: 3 clusters Score -3314394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3314395.750000 Penalty: 3304.538818
	Iteration 73Q: 3 clusters Score -3314396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3314405.500000 Penalty: 3304.538818
	Iteration 74Q: 3 clusters Score -3314406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3314400.250000 Penalty: 3304.538818
	Iteration 75Q: 3 clusters Score -3314400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3314404.750000 Penalty: 3304.538818
	Iteration 76Q: 3 clusters Score -3314405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3314405.500000 Penalty: 3304.538818
	Iteration 77Q: 3 clusters Score -3314406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3314408.750000 Penalty: 3304.538818
	Iteration 78Q: 3 clusters Score -3314409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3314402.500000 Penalty: 3304.538818
	Iteration 79Q: 3 clusters Score -3314402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3314412.250000 Penalty: 3304.538818
	Iteration 80F: 3 clusters Score -3314412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3314413.250000 Penalty: 3304.538818
	Iteration 81Q: 3 clusters Score -3314413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3314403.000000 Penalty: 3304.538818
	Iteration 82Q: 3 clusters Score -3314403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3314412.000000 Penalty: 3304.538818
	Iteration 83Q: 3 clusters Score -3314412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3314424.500000 Penalty: 3304.538818
	Iteration 84Q: 3 clusters Score -3314424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3314425.500000 Penalty: 3304.538818
	Iteration 85Q: 3 clusters Score -3314426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3314420.500000 Penalty: 3304.538818
	Iteration 86Q: 3 clusters Score -3314420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3314429.000000 Penalty: 3304.538818
	Iteration 87Q: 3 clusters Score -3314429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3314430.750000 Penalty: 3304.538818
	Iteration 88Q: 3 clusters Score -3314431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3314432.000000 Penalty: 3304.538818
	Iteration 89Q: 3 clusters Score -3314432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3314433.750000 Penalty: 3304.538818
	Iteration 90Q: 3 clusters Score -3314434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3314439.750000 Penalty: 3304.538818
	Iteration 91Q: 3 clusters Score -3314440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3314438.000000 Penalty: 3304.538818
	Iteration 92Q: 3 clusters Score -3314438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3314437.250000 Penalty: 3304.538818
	Iteration 93Q: 3 clusters Score -3314437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3314433.500000 Penalty: 3304.538818
	Iteration 94Q: 3 clusters Score -3314434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3314440.000000 Penalty: 3304.538818
	Iteration 95Q: 3 clusters Score -3314440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3314441.250000 Penalty: 3304.538818
	Iteration 96Q: 3 clusters Score -3314441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3314441.500000 Penalty: 3304.538818
	Iteration 97Q: 3 clusters Score -3314442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3314446.000000 Penalty: 3304.538818
	Iteration 98Q: 3 clusters Score -3314446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3314443.750000 Penalty: 3304.538818
	Iteration 99Q: 3 clusters Score -3314444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3314450.500000 Penalty: 3304.538818
	Iteration 100F: 3 clusters Score -3314450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3314453.250000 Penalty: 3304.538818
	Iteration 101Q: 3 clusters Score -3314453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3314462.000000 Penalty: 3304.538818
	Iteration 102Q: 3 clusters Score -3314462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3314459.000000 Penalty: 3304.538818
	Iteration 103Q: 3 clusters Score -3314459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3314469.750000 Penalty: 3304.538818
	Iteration 104Q: 3 clusters Score -3314470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3314468.750000 Penalty: 3304.538818
	Iteration 105Q: 3 clusters Score -3314469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3314473.500000 Penalty: 3304.538818
	Iteration 106Q: 3 clusters Score -3314474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3314461.750000 Penalty: 3304.538818
	Iteration 107Q: 3 clusters Score -3314462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3314463.250000 Penalty: 3304.538818
	Iteration 108Q: 3 clusters Score -3314463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3314463.750000 Penalty: 3304.538818
	Iteration 109Q: 3 clusters Score -3314464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3314479.000000 Penalty: 3304.538818
	Iteration 110Q: 3 clusters Score -3314479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3314482.250000 Penalty: 3304.538818
	Iteration 111Q: 3 clusters Score -3314482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3314476.250000 Penalty: 3304.538818
	Iteration 112Q: 3 clusters Score -3314476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3314478.000000 Penalty: 3304.538818
	Iteration 113Q: 3 clusters Score -3314478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3314479.750000 Penalty: 3304.538818
	Iteration 114Q: 3 clusters Score -3314480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3314480.250000 Penalty: 3304.538818
	Iteration 115Q: 3 clusters Score -3314480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3314481.500000 Penalty: 3304.538818
	Iteration 116Q: 3 clusters Score -3314482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3314485.250000 Penalty: 3304.538818
	Iteration 117Q: 3 clusters Score -3314485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3314492.000000 Penalty: 3304.538818
	Iteration 118Q: 3 clusters Score -3314492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3314494.750000 Penalty: 3304.538818
	Iteration 119Q: 3 clusters Score -3314495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3314496.500000 Penalty: 3304.538818
	Iteration 120F: 3 clusters Score -3314496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3314505.500000 Penalty: 3304.538818
	Iteration 121Q: 3 clusters Score -3314506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3314504.750000 Penalty: 3304.538818
	Iteration 122Q: 3 clusters Score -3314505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3314498.750000 Penalty: 3304.538818
	Iteration 123Q: 3 clusters Score -3314499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3314505.750000 Penalty: 3304.538818
	Iteration 124Q: 3 clusters Score -3314506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3314515.500000 Penalty: 3304.538818
	Iteration 125Q: 3 clusters Score -3314516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3314519.250000 Penalty: 3304.538818
	Iteration 126Q: 3 clusters Score -3314519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3314526.750000 Penalty: 3304.538818
	Iteration 127Q: 3 clusters Score -3314527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3314522.750000 Penalty: 3304.538818
	Iteration 128Q: 3 clusters Score -3314523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3314525.000000 Penalty: 3304.538818
	Iteration 129Q: 3 clusters Score -3314525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3314522.750000 Penalty: 3304.538818
	Iteration 130Q: 3 clusters Score -3314523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3314521.500000 Penalty: 3304.538818
	Iteration 131Q: 3 clusters Score -3314522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3314520.750000 Penalty: 3304.538818
	Iteration 132Q: 3 clusters Score -3314521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3314517.750000 Penalty: 3304.538818
	Iteration 133Q: 3 clusters Score -3314518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3314522.750000 Penalty: 3304.538818
	Iteration 134Q: 3 clusters Score -3314523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3314528.250000 Penalty: 3304.538818
	Iteration 135Q: 3 clusters Score -3314528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3314527.000000 Penalty: 3304.538818
	Iteration 136Q: 3 clusters Score -3314527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3314529.500000 Penalty: 3304.538818
	Iteration 137Q: 3 clusters Score -3314530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3314528.250000 Penalty: 3304.538818
	Iteration 138Q: 3 clusters Score -3314528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3314528.250000 Penalty: 3304.538818
	Iteration 139Q: 3 clusters Score -3314528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3314524.750000 Penalty: 3304.538818
	Iteration 140F: 3 clusters Score -3314525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3314525.500000 Penalty: 3304.538818
	Iteration 141Q: 3 clusters Score -3314526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3314521.500000 Penalty: 3304.538818
	Iteration 142Q: 3 clusters Score -3314522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3314522.250000 Penalty: 3304.538818
	Iteration 143Q: 3 clusters Score -3314522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3314524.250000 Penalty: 3304.538818
	Iteration 144Q: 3 clusters Score -3314524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3314523.500000 Penalty: 3304.538818
	Iteration 145Q: 3 clusters Score -3314524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3314523.000000 Penalty: 3304.538818
	Iteration 146Q: 3 clusters Score -3314523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3314522.750000 Penalty: 3304.538818
	Iteration 147Q: 3 clusters Score -3314523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3314525.000000 Penalty: 3304.538818
	Iteration 148Q: 3 clusters Score -3314525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3314525.000000 Penalty: 3304.538818
	Iteration 149Q: 3 clusters Score -3314525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3314531.750000 Penalty: 3304.538818
	Iteration 150Q: 3 clusters Score -3314532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3314532.500000 Penalty: 3304.538818
	Iteration 151Q: 3 clusters Score -3314532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3314532.500000 Penalty: 3304.538818
	Iteration 152F: 3 clusters Score -3314532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -21120.628906 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -21120.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20606.529297 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -20606.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21003.818359 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -21003.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21260.500000 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -21260.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21275.603516 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -21275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21278.939453 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -21278.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21281.617188 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -21281.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21282.332031 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -21282.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21283.773438 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -21283.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21285.410156 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -21285.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21293.400391 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -21293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21299.341797 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -21299.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21308.373047 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -21308.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21311.669922 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -21311.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21317.642578 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -21317.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21317.642578 Penalty: 1871.643066
	Iteration 14F: 3 clusters Score -21317.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 58179 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76858 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78161 members 
Mstep: Class 9 contains 110 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26051 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73535 members 
Entering Unmasked Estep 
Score: -61629332.000000 Penalty: 40476.707031
Splitting cluster 18 changes total score from -61630304.000000 to -61629332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Entering Unmasked Estep 
Score: -891666.500000 Penalty: 1438.232422
	Iteration 0F: 2 clusters Score -891666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -886401.437500 Penalty: 2876.464844
	Iteration 0F: 3 clusters Score -886401.4 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -887927.562500 Penalty: 2876.464844
	Iteration 1F: 3 clusters Score -887927.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -888110.937500 Penalty: 2876.464844
	Iteration 2F: 3 clusters Score -888110.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -888233.375000 Penalty: 2876.464844
	Iteration 3Q: 3 clusters Score -888233.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -888331.937500 Penalty: 2876.464844
	Iteration 4Q: 3 clusters Score -888331.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -888436.250000 Penalty: 2876.464844
	Iteration 5Q: 3 clusters Score -888436.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -888563.875000 Penalty: 2876.464844
	Iteration 6Q: 3 clusters Score -888563.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -888682.687500 Penalty: 2876.464844
	Iteration 7Q: 3 clusters Score -888682.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -888791.437500 Penalty: 2876.464844
	Iteration 8Q: 3 clusters Score -888791.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -888927.625000 Penalty: 2876.464844
	Iteration 9Q: 3 clusters Score -888927.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -889103.875000 Penalty: 2876.464844
	Iteration 10Q: 3 clusters Score -889103.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -889298.312500 Penalty: 2876.464844
	Iteration 11Q: 3 clusters Score -889298.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -889508.500000 Penalty: 2876.464844
	Iteration 12Q: 3 clusters Score -889508.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -889740.125000 Penalty: 2876.464844
	Iteration 13Q: 3 clusters Score -889740.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -889984.000000 Penalty: 2876.464844
	Iteration 14Q: 3 clusters Score -889984 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -890179.500000 Penalty: 2876.464844
	Iteration 15Q: 3 clusters Score -890179.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -890310.000000 Penalty: 2876.464844
	Iteration 16Q: 3 clusters Score -890310 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -890416.687500 Penalty: 2876.464844
	Iteration 17Q: 3 clusters Score -890416.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -890518.375000 Penalty: 2876.464844
	Iteration 18Q: 3 clusters Score -890518.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -890595.750000 Penalty: 2876.464844
	Iteration 19Q: 3 clusters Score -890595.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -890646.687500 Penalty: 2876.464844
	Iteration 20F: 3 clusters Score -890646.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -890681.187500 Penalty: 2876.464844
	Iteration 21Q: 3 clusters Score -890681.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -890703.000000 Penalty: 2876.464844
	Iteration 22Q: 3 clusters Score -890703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -890715.937500 Penalty: 2876.464844
	Iteration 23Q: 3 clusters Score -890715.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -890723.437500 Penalty: 2876.464844
	Iteration 24Q: 3 clusters Score -890723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -890728.687500 Penalty: 2876.464844
	Iteration 25Q: 3 clusters Score -890728.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -890727.000000 Penalty: 2876.464844
	Iteration 26Q: 3 clusters Score -890727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -890727.562500 Penalty: 2876.464844
	Iteration 27Q: 3 clusters Score -890727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -890728.437500 Penalty: 2876.464844
	Iteration 28Q: 3 clusters Score -890728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -890727.187500 Penalty: 2876.464844
	Iteration 29Q: 3 clusters Score -890727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -890728.000000 Penalty: 2876.464844
	Iteration 30Q: 3 clusters Score -890728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -890728.937500 Penalty: 2876.464844
	Iteration 31Q: 3 clusters Score -890728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -890728.937500 Penalty: 2876.464844
	Iteration 32F: 3 clusters Score -890728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Entering Unmasked Estep 
Score: -2552306.000000 Penalty: 1610.555054
	Iteration 0F: 2 clusters Score -2552306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2538471.750000 Penalty: 3221.110107
	Iteration 0F: 3 clusters Score -2538472 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2543803.000000 Penalty: 3221.110107
	Iteration 1F: 3 clusters Score -2543803 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2544353.250000 Penalty: 3221.110107
	Iteration 2F: 3 clusters Score -2544353 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2544980.750000 Penalty: 3221.110107
	Iteration 3F: 3 clusters Score -2544981 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2545732.000000 Penalty: 3221.110107
	Iteration 4F: 3 clusters Score -2545732 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2546598.500000 Penalty: 3221.110107
	Iteration 5F: 3 clusters Score -2546598 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2547552.000000 Penalty: 3221.110107
	Iteration 6F: 3 clusters Score -2547552 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2548434.250000 Penalty: 3221.110107
	Iteration 7F: 3 clusters Score -2548434 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2549183.500000 Penalty: 3221.110107
	Iteration 8F: 3 clusters Score -2549184 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2549727.250000 Penalty: 3221.110107
	Iteration 9Q: 3 clusters Score -2549727 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2550171.750000 Penalty: 3221.110107
	Iteration 10Q: 3 clusters Score -2550172 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2550502.000000 Penalty: 3221.110107
	Iteration 11Q: 3 clusters Score -2550502 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2550732.000000 Penalty: 3221.110107
	Iteration 12Q: 3 clusters Score -2550732 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2550889.500000 Penalty: 3221.110107
	Iteration 13Q: 3 clusters Score -2550890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2550991.750000 Penalty: 3221.110107
	Iteration 14Q: 3 clusters Score -2550992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2551051.750000 Penalty: 3221.110107
	Iteration 15Q: 3 clusters Score -2551052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2551092.000000 Penalty: 3221.110107
	Iteration 16Q: 3 clusters Score -2551092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2551120.500000 Penalty: 3221.110107
	Iteration 17Q: 3 clusters Score -2551120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2551138.250000 Penalty: 3221.110107
	Iteration 18Q: 3 clusters Score -2551138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2551142.500000 Penalty: 3221.110107
	Iteration 19Q: 3 clusters Score -2551142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2551149.500000 Penalty: 3221.110107
	Iteration 20F: 3 clusters Score -2551150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2551151.250000 Penalty: 3221.110107
	Iteration 21Q: 3 clusters Score -2551151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2551154.750000 Penalty: 3221.110107
	Iteration 22Q: 3 clusters Score -2551155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2551156.750000 Penalty: 3221.110107
	Iteration 23Q: 3 clusters Score -2551157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2551155.500000 Penalty: 3221.110107
	Iteration 24Q: 3 clusters Score -2551156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2551158.500000 Penalty: 3221.110107
	Iteration 25Q: 3 clusters Score -2551158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2551159.750000 Penalty: 3221.110107
	Iteration 26Q: 3 clusters Score -2551160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2551162.000000 Penalty: 3221.110107
	Iteration 27Q: 3 clusters Score -2551162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2551162.000000 Penalty: 3221.110107
	Iteration 28F: 3 clusters Score -2551162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Entering Unmasked Estep 
Score: -9366726.000000 Penalty: 1820.896484
	Iteration 0F: 2 clusters Score -9366726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -9318824.000000 Penalty: 3641.792969
	Iteration 0F: 3 clusters Score -9318824 nChanged 34965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9339736.000000 Penalty: 3641.792969
	Iteration 1F: 3 clusters Score -9339736 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -9341803.000000 Penalty: 3641.792969
	Iteration 2Q: 3 clusters Score -9341803 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -9344920.000000 Penalty: 3641.792969
	Iteration 3F: 3 clusters Score -9344920 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9349359.000000 Penalty: 3641.792969
	Iteration 4F: 3 clusters Score -9349359 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -9354862.000000 Penalty: 3641.792969
	Iteration 5F: 3 clusters Score -9354862 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9360668.000000 Penalty: 3641.792969
	Iteration 6F: 3 clusters Score -9360668 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -9364119.000000 Penalty: 3641.792969
	Iteration 7F: 3 clusters Score -9364119 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -9365090.000000 Penalty: 3641.792969
	Iteration 8Q: 3 clusters Score -9365090 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -9365393.000000 Penalty: 3641.792969
	Iteration 9Q: 3 clusters Score -9365393 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -9365564.000000 Penalty: 3641.792969
	Iteration 10Q: 3 clusters Score -9365564 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -9365676.000000 Penalty: 3641.792969
	Iteration 11Q: 3 clusters Score -9365676 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -9365799.000000 Penalty: 3641.792969
	Iteration 12Q: 3 clusters Score -9365799 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -9365873.000000 Penalty: 3641.792969
	Iteration 13Q: 3 clusters Score -9365873 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -9365937.000000 Penalty: 3641.792969
	Iteration 14Q: 3 clusters Score -9365937 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -9365954.000000 Penalty: 3641.792969
	Iteration 15Q: 3 clusters Score -9365954 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -9365995.000000 Penalty: 3641.792969
	Iteration 16Q: 3 clusters Score -9365995 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -9365981.000000 Penalty: 3641.792969
	Iteration 17Q: 3 clusters Score -9365981 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -9365985.000000 Penalty: 3641.792969
	Iteration 18Q: 3 clusters Score -9365985 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -9366036.000000 Penalty: 3641.792969
	Iteration 19Q: 3 clusters Score -9366036 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -9366057.000000 Penalty: 3641.792969
	Iteration 20F: 3 clusters Score -9366057 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -9366089.000000 Penalty: 3641.792969
	Iteration 21Q: 3 clusters Score -9366089 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -9366104.000000 Penalty: 3641.792969
	Iteration 22Q: 3 clusters Score -9366104 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -9366079.000000 Penalty: 3641.792969
	Iteration 23Q: 3 clusters Score -9366079 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -9366116.000000 Penalty: 3641.792969
	Iteration 24Q: 3 clusters Score -9366116 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -9366132.000000 Penalty: 3641.792969
	Iteration 25Q: 3 clusters Score -9366132 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -9366184.000000 Penalty: 3641.792969
	Iteration 26Q: 3 clusters Score -9366184 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -9366222.000000 Penalty: 3641.792969
	Iteration 27Q: 3 clusters Score -9366222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -9366239.000000 Penalty: 3641.792969
	Iteration 28Q: 3 clusters Score -9366239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -9366239.000000 Penalty: 3641.792969
	Iteration 29Q: 3 clusters Score -9366239 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -9366252.000000 Penalty: 3641.792969
	Iteration 30Q: 3 clusters Score -9366252 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -9366275.000000 Penalty: 3641.792969
	Iteration 31Q: 3 clusters Score -9366275 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9366301.000000 Penalty: 3641.792969
	Iteration 32Q: 3 clusters Score -9366301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -9366287.000000 Penalty: 3641.792969
	Iteration 33Q: 3 clusters Score -9366287 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -9366319.000000 Penalty: 3641.792969
	Iteration 34Q: 3 clusters Score -9366319 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -9366341.000000 Penalty: 3641.792969
	Iteration 35Q: 3 clusters Score -9366341 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -9366378.000000 Penalty: 3641.792969
	Iteration 36Q: 3 clusters Score -9366378 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -9366374.000000 Penalty: 3641.792969
	Iteration 37Q: 3 clusters Score -9366374 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -9366399.000000 Penalty: 3641.792969
	Iteration 38Q: 3 clusters Score -9366399 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -9366440.000000 Penalty: 3641.792969
	Iteration 39Q: 3 clusters Score -9366440 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -9366448.000000 Penalty: 3641.792969
	Iteration 40F: 3 clusters Score -9366448 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -9366464.000000 Penalty: 3641.792969
	Iteration 41Q: 3 clusters Score -9366464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -9366502.000000 Penalty: 3641.792969
	Iteration 42Q: 3 clusters Score -9366502 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -9366535.000000 Penalty: 3641.792969
	Iteration 43Q: 3 clusters Score -9366535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -9366581.000000 Penalty: 3641.792969
	Iteration 44Q: 3 clusters Score -9366581 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -9366561.000000 Penalty: 3641.792969
	Iteration 45Q: 3 clusters Score -9366561 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -9366589.000000 Penalty: 3641.792969
	Iteration 46Q: 3 clusters Score -9366589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -9366605.000000 Penalty: 3641.792969
	Iteration 47Q: 3 clusters Score -9366605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -9366600.000000 Penalty: 3641.792969
	Iteration 48Q: 3 clusters Score -9366600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -9366597.000000 Penalty: 3641.792969
	Iteration 49Q: 3 clusters Score -9366597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -9366617.000000 Penalty: 3641.792969
	Iteration 50Q: 3 clusters Score -9366617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -9366645.000000 Penalty: 3641.792969
	Iteration 51Q: 3 clusters Score -9366645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -9366679.000000 Penalty: 3641.792969
	Iteration 52Q: 3 clusters Score -9366679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -9366671.000000 Penalty: 3641.792969
	Iteration 53Q: 3 clusters Score -9366671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -9366666.000000 Penalty: 3641.792969
	Iteration 54Q: 3 clusters Score -9366666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9366675.000000 Penalty: 3641.792969
	Iteration 55Q: 3 clusters Score -9366675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -9366685.000000 Penalty: 3641.792969
	Iteration 56Q: 3 clusters Score -9366685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -9366697.000000 Penalty: 3641.792969
	Iteration 57Q: 3 clusters Score -9366697 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -9366702.000000 Penalty: 3641.792969
	Iteration 58Q: 3 clusters Score -9366702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -9366706.000000 Penalty: 3641.792969
	Iteration 59Q: 3 clusters Score -9366706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -9366709.000000 Penalty: 3641.792969
	Iteration 60F: 3 clusters Score -9366709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -9366710.000000 Penalty: 3641.792969
	Iteration 61Q: 3 clusters Score -9366710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -9366737.000000 Penalty: 3641.792969
	Iteration 62Q: 3 clusters Score -9366737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -9366736.000000 Penalty: 3641.792969
	Iteration 63Q: 3 clusters Score -9366736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -9366755.000000 Penalty: 3641.792969
	Iteration 64Q: 3 clusters Score -9366755 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -9366770.000000 Penalty: 3641.792969
	Iteration 65Q: 3 clusters Score -9366770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -9366765.000000 Penalty: 3641.792969
	Iteration 66Q: 3 clusters Score -9366765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -9366777.000000 Penalty: 3641.792969
	Iteration 67Q: 3 clusters Score -9366777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -9366779.000000 Penalty: 3641.792969
	Iteration 68Q: 3 clusters Score -9366779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -9366764.000000 Penalty: 3641.792969
	Iteration 69Q: 3 clusters Score -9366764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -9366778.000000 Penalty: 3641.792969
	Iteration 70Q: 3 clusters Score -9366778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -9366775.000000 Penalty: 3641.792969
	Iteration 71Q: 3 clusters Score -9366775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -9366787.000000 Penalty: 3641.792969
	Iteration 72Q: 3 clusters Score -9366787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9366792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9366790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9366803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9366799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9366807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9366810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9366805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -9366798.000000 Penalty: 3641.792969
	Iteration 80F: 3 clusters Score -9366798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9366799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 82Q: 3 clusters Score -9366812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -9366811.000000 Penalty: 3641.792969
	Iteration 83Q: 3 clusters Score -9366811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -9366813.000000 Penalty: 3641.792969
	Iteration 84Q: 3 clusters Score -9366813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -9366808.000000 Penalty: 3641.792969
	Iteration 85Q: 3 clusters Score -9366808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 86Q: 3 clusters Score -9366812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -9366808.000000 Penalty: 3641.792969
	Iteration 87Q: 3 clusters Score -9366808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9366805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 89Q: 3 clusters Score -9366812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -9366808.000000 Penalty: 3641.792969
	Iteration 90Q: 3 clusters Score -9366808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -9366809.000000 Penalty: 3641.792969
	Iteration 91Q: 3 clusters Score -9366809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 92Q: 3 clusters Score -9366812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9366819.000000 Penalty: 3641.792969
	Iteration 93Q: 3 clusters Score -9366819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -9366807.000000 Penalty: 3641.792969
	Iteration 94Q: 3 clusters Score -9366807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -9366827.000000 Penalty: 3641.792969
	Iteration 95Q: 3 clusters Score -9366827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9366825.000000 Penalty: 3641.792969
	Iteration 96Q: 3 clusters Score -9366825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9366820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -9366821.000000 Penalty: 3641.792969
	Iteration 98Q: 3 clusters Score -9366821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -9366814.000000 Penalty: 3641.792969
	Iteration 99Q: 3 clusters Score -9366814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -9366815.000000 Penalty: 3641.792969
	Iteration 100F: 3 clusters Score -9366815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9366806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -9366810.000000 Penalty: 3641.792969
	Iteration 102Q: 3 clusters Score -9366810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -9366813.000000 Penalty: 3641.792969
	Iteration 103Q: 3 clusters Score -9366813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -9366819.000000 Penalty: 3641.792969
	Iteration 104Q: 3 clusters Score -9366819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -9366805.000000 Penalty: 3641.792969
	Iteration 105Q: 3 clusters Score -9366805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -9366805.000000 Penalty: 3641.792969
	Iteration 106Q: 3 clusters Score -9366805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -9366805.000000 Penalty: 3641.792969
	Iteration 107Q: 3 clusters Score -9366805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -9366814.000000 Penalty: 3641.792969
	Iteration 108Q: 3 clusters Score -9366814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -9366804.000000 Penalty: 3641.792969
	Iteration 109Q: 3 clusters Score -9366804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 110Q: 3 clusters Score -9366812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9366806.000000 Penalty: 3641.792969
	Iteration 111Q: 3 clusters Score -9366806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -9366818.000000 Penalty: 3641.792969
	Iteration 112Q: 3 clusters Score -9366818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -9366805.000000 Penalty: 3641.792969
	Iteration 113Q: 3 clusters Score -9366805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -9366807.000000 Penalty: 3641.792969
	Iteration 114Q: 3 clusters Score -9366807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -9366810.000000 Penalty: 3641.792969
	Iteration 115Q: 3 clusters Score -9366810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -9366813.000000 Penalty: 3641.792969
	Iteration 116Q: 3 clusters Score -9366813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -9366815.000000 Penalty: 3641.792969
	Iteration 117Q: 3 clusters Score -9366815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -9366816.000000 Penalty: 3641.792969
	Iteration 118Q: 3 clusters Score -9366816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9366818.000000 Penalty: 3641.792969
	Iteration 119Q: 3 clusters Score -9366818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 120F: 3 clusters Score -9366812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -9366814.000000 Penalty: 3641.792969
	Iteration 121Q: 3 clusters Score -9366814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -9366814.000000 Penalty: 3641.792969
	Iteration 122Q: 3 clusters Score -9366814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -9366809.000000 Penalty: 3641.792969
	Iteration 123Q: 3 clusters Score -9366809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -9366810.000000 Penalty: 3641.792969
	Iteration 124Q: 3 clusters Score -9366810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -9366812.000000 Penalty: 3641.792969
	Iteration 125Q: 3 clusters Score -9366812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -9366816.000000 Penalty: 3641.792969
	Iteration 126Q: 3 clusters Score -9366816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -9366820.000000 Penalty: 3641.792969
	Iteration 127Q: 3 clusters Score -9366820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -9366822.000000 Penalty: 3641.792969
	Iteration 128Q: 3 clusters Score -9366822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9366820.000000 Penalty: 3641.792969
	Iteration 129Q: 3 clusters Score -9366820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9366828.000000 Penalty: 3641.792969
	Iteration 130Q: 3 clusters Score -9366828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -9366822.000000 Penalty: 3641.792969
	Iteration 131Q: 3 clusters Score -9366822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -9366823.000000 Penalty: 3641.792969
	Iteration 132Q: 3 clusters Score -9366823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -9366830.000000 Penalty: 3641.792969
	Iteration 133Q: 3 clusters Score -9366830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9366826.000000 Penalty: 3641.792969
	Iteration 134Q: 3 clusters Score -9366826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -9366832.000000 Penalty: 3641.792969
	Iteration 135Q: 3 clusters Score -9366832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -9366828.000000 Penalty: 3641.792969
	Iteration 136Q: 3 clusters Score -9366828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -9366827.000000 Penalty: 3641.792969
	Iteration 137Q: 3 clusters Score -9366827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -9366831.000000 Penalty: 3641.792969
	Iteration 138Q: 3 clusters Score -9366831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -9366846.000000 Penalty: 3641.792969
	Iteration 139Q: 3 clusters Score -9366846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -9366839.000000 Penalty: 3641.792969
	Iteration 140F: 3 clusters Score -9366839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -9366858.000000 Penalty: 3641.792969
	Iteration 141Q: 3 clusters Score -9366858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -9366852.000000 Penalty: 3641.792969
	Iteration 142Q: 3 clusters Score -9366852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -9366853.000000 Penalty: 3641.792969
	Iteration 143Q: 3 clusters Score -9366853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -9366853.000000 Penalty: 3641.792969
	Iteration 144Q: 3 clusters Score -9366853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -9366859.000000 Penalty: 3641.792969
	Iteration 145Q: 3 clusters Score -9366859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -9366854.000000 Penalty: 3641.792969
	Iteration 146Q: 3 clusters Score -9366854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -9366860.000000 Penalty: 3641.792969
	Iteration 147Q: 3 clusters Score -9366860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -9366858.000000 Penalty: 3641.792969
	Iteration 148Q: 3 clusters Score -9366858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -9366857.000000 Penalty: 3641.792969
	Iteration 149Q: 3 clusters Score -9366857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -9366857.000000 Penalty: 3641.792969
	Iteration 150F: 3 clusters Score -9366857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 58179 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76858 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78161 members 
Mstep: Class 9 contains 68305 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26051 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 5230 members 
Entering Unmasked Estep 
Score: -61630148.000000 Penalty: 40476.707031
Splitting cluster 22 changes total score from -61630304.000000 to -61630148.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 58179 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76858 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78161 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26051 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630332.000000 Penalty: 38346.355469
Iteration 479Q: 19 clusters Score -6.163033e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 58182 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76853 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 78162 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 14 contains 42260 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26049 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 20155 members 
Mstep: Class 22 contains 73542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630308.000000 Penalty: 38346.355469
Iteration 480F: 19 clusters Score -6.163031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 58183 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76845 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78170 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42261 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26045 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630336.000000 Penalty: 38346.355469
Iteration 481Q: 19 clusters Score -6.163034e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 58182 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76840 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78169 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6975 members 
Mstep: Class 21 contains 20151 members 
Mstep: Class 22 contains 73567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630320.000000 Penalty: 38346.355469
Iteration 482Q: 19 clusters Score -6.163032e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 58178 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76837 members 
Mstep: Class 5 contains 35127 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78168 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42262 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26042 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20152 members 
Mstep: Class 22 contains 73583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630336.000000 Penalty: 38346.355469
Iteration 483Q: 19 clusters Score -6.163034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 58174 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76828 members 
Mstep: Class 5 contains 35127 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78167 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42262 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26042 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20151 members 
Mstep: Class 22 contains 73590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630372.000000 Penalty: 38346.355469
Iteration 484Q: 19 clusters Score -6.163037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 58173 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76816 members 
Mstep: Class 5 contains 35128 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78161 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42259 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26041 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 20151 members 
Mstep: Class 22 contains 73602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630348.000000 Penalty: 38346.355469
Iteration 485Q: 19 clusters Score -6.163035e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 58174 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76806 members 
Mstep: Class 5 contains 35123 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78165 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42257 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26042 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630352.000000 Penalty: 38346.355469
Iteration 486Q: 19 clusters Score -6.163035e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 58170 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76784 members 
Mstep: Class 5 contains 35121 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78175 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42259 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26041 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 20153 members 
Mstep: Class 22 contains 73613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630404.000000 Penalty: 38346.355469
Iteration 487Q: 19 clusters Score -6.16304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 58169 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76778 members 
Mstep: Class 5 contains 35123 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78177 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42258 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26038 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 20154 members 
Mstep: Class 22 contains 73612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630452.000000 Penalty: 38346.355469
Iteration 488Q: 19 clusters Score -6.163045e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 58166 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76765 members 
Mstep: Class 5 contains 35126 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78176 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42260 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26040 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6970 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 38346.355469
Iteration 489Q: 19 clusters Score -6.163046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 58165 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76740 members 
Mstep: Class 5 contains 35127 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78181 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26040 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6967 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630472.000000 Penalty: 38346.355469
Iteration 490Q: 19 clusters Score -6.163047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 58165 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76707 members 
Mstep: Class 5 contains 35132 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78191 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630456.000000 Penalty: 38346.355469
Iteration 491Q: 19 clusters Score -6.163046e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 58167 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76686 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78184 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26034 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6967 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 73623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630428.000000 Penalty: 38346.355469
Iteration 492Q: 19 clusters Score -6.163043e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 58168 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76660 members 
Mstep: Class 5 contains 35131 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78189 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42271 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26032 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 73629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 38346.355469
Iteration 493Q: 19 clusters Score -6.163046e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 58169 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76626 members 
Mstep: Class 5 contains 35129 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78190 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42274 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26035 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 73639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630500.000000 Penalty: 38346.355469
Iteration 494Q: 19 clusters Score -6.16305e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 58169 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76606 members 
Mstep: Class 5 contains 35129 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78186 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42275 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26035 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 73648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630444.000000 Penalty: 38346.355469
Iteration 495Q: 19 clusters Score -6.163044e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 58165 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76589 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78181 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 14 contains 42271 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630452.000000 Penalty: 38346.355469
Iteration 496Q: 19 clusters Score -6.163045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 58162 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76578 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78173 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630468.000000 Penalty: 38346.355469
Iteration 497Q: 19 clusters Score -6.163047e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 58161 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76555 members 
Mstep: Class 5 contains 35137 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78173 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42262 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26029 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 73686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630460.000000 Penalty: 38346.355469
Iteration 498Q: 19 clusters Score -6.163046e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 58164 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76536 members 
Mstep: Class 5 contains 35143 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78168 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42257 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 26025 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630452.000000 Penalty: 38346.355469
Iteration 499Q: 19 clusters Score -6.163045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 58163 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 76520 members 
Mstep: Class 5 contains 35142 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 78163 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 14 contains 42256 members 
Mstep: Class 16 contains 4386 members 
Mstep: Class 17 contains 26023 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 73728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -61630500.000000 Penalty: 38346.355469
Iteration 500F: 19 clusters Score -6.16305e+07 nChanged 90
Maximum iterations exceeded
25->19 Clusters: Score -61630500.000000, best is -61636764.000000

Main iterations: 1998 (time per=4896.847042ms)
Total iterations: 39538 (time per=247.455622ms)
Iterations metric 2: 1559404609536.000000 (time per=6.274126ns)
Iterations metric 3: 37428542832640.000000 (time per=261.402119ps)

That took 9783.900391 seconds.
